2020-07-25 03:20:45,372 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -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-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-07-25 03:20:45,373 - mmaction - INFO - Distributed training: True 2020-07-25 03:20:45,373 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/tsm/tsm_r50_dense_256p_1x1x8_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8), cls_head=dict( type='TSMHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_256p' data_root_val = 'data/kinetics400/rawframes_val_256p' ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=4), train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.02, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=1) evaluation = dict( interval=2, 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/tsm_r50_dense_256p_1x1x8_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-07-25 03:21:03,624 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-07-25 03:21:06,903 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-48, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/tsm_r50_dense_256p_1x1x8_100e_kinetics400_rgb_8g 2020-07-25 03:21:06,903 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-07-25 03:21:45,058 - mmaction - INFO - Epoch [1][20/3757] lr: 2.000e-02, eta: 8 days, 6:07:18, time: 1.899, data_time: 0.643, memory: 7079, top1_acc: 0.0203, top5_acc: 0.0445, loss_cls: 6.6351, loss: 6.6351, grad_norm: 4.0250 2020-07-25 03:21:57,004 - mmaction - INFO - Epoch [1][40/3757] lr: 2.000e-02, eta: 5 days, 10:33:08, time: 0.604, data_time: 0.014, memory: 7079, top1_acc: 0.0117, top5_acc: 0.0477, loss_cls: 6.2846, loss: 6.2846, grad_norm: 3.6118 2020-07-25 03:22:09,091 - mmaction - INFO - Epoch [1][60/3757] lr: 2.000e-02, eta: 4 days, 11:52:33, time: 0.599, data_time: 0.009, memory: 7079, top1_acc: 0.0234, top5_acc: 0.0719, loss_cls: 5.7641, loss: 5.7641, grad_norm: 2.2911 2020-07-25 03:22:21,002 - mmaction - INFO - Epoch [1][80/3757] lr: 2.000e-02, eta: 4 days, 0:35:55, time: 0.602, data_time: 0.008, memory: 7079, top1_acc: 0.0187, top5_acc: 0.0758, loss_cls: 5.6669, loss: 5.6669, grad_norm: 2.0725 2020-07-25 03:22:33,227 - mmaction - INFO - Epoch [1][100/3757] lr: 2.000e-02, eta: 3 days, 18:01:02, time: 0.611, data_time: 0.007, memory: 7079, top1_acc: 0.0281, top5_acc: 0.1141, loss_cls: 5.4719, loss: 5.4719, grad_norm: 2.2794 2020-07-25 03:22:45,274 - mmaction - INFO - Epoch [1][120/3757] lr: 2.000e-02, eta: 3 days, 13:27:54, time: 0.601, data_time: 0.002, memory: 7079, top1_acc: 0.0406, top5_acc: 0.1219, loss_cls: 5.3411, loss: 5.3411, grad_norm: 2.5133 2020-07-25 03:22:57,308 - mmaction - INFO - Epoch [1][140/3757] lr: 2.000e-02, eta: 3 days, 10:14:06, time: 0.603, data_time: 0.008, memory: 7079, top1_acc: 0.0516, top5_acc: 0.1602, loss_cls: 5.2130, loss: 5.2130, grad_norm: 2.8418 2020-07-25 03:23:09,633 - mmaction - INFO - Epoch [1][160/3757] lr: 2.000e-02, eta: 3 days, 7:56:45, time: 0.613, data_time: 0.008, memory: 7079, top1_acc: 0.0516, top5_acc: 0.1602, loss_cls: 5.1394, loss: 5.1394, grad_norm: 2.8676 2020-07-25 03:23:21,990 - mmaction - INFO - Epoch [1][180/3757] lr: 2.000e-02, eta: 3 days, 6:15:13, time: 0.621, data_time: 0.008, memory: 7079, top1_acc: 0.0570, top5_acc: 0.1930, loss_cls: 5.0354, loss: 5.0354, grad_norm: 2.9949 2020-07-25 03:23:35,048 - mmaction - INFO - Epoch [1][200/3757] lr: 2.000e-02, eta: 3 days, 5:12:52, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.0656, top5_acc: 0.2172, loss_cls: 4.9280, loss: 4.9280, grad_norm: 3.4330 2020-07-25 03:23:47,860 - mmaction - INFO - Epoch [1][220/3757] lr: 2.000e-02, eta: 3 days, 4:17:02, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.0898, top5_acc: 0.2086, loss_cls: 4.8823, loss: 4.8823, grad_norm: 3.2635 2020-07-25 03:24:00,374 - mmaction - INFO - Epoch [1][240/3757] lr: 2.000e-02, eta: 3 days, 3:20:29, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.0773, top5_acc: 0.2164, loss_cls: 4.8393, loss: 4.8393, grad_norm: 3.4881 2020-07-25 03:24:13,355 - mmaction - INFO - Epoch [1][260/3757] lr: 2.000e-02, eta: 3 days, 2:45:59, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.0992, top5_acc: 0.2555, loss_cls: 4.7035, loss: 4.7035, grad_norm: 3.4748 2020-07-25 03:24:26,679 - mmaction - INFO - Epoch [1][280/3757] lr: 2.000e-02, eta: 3 days, 2:20:36, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.1031, top5_acc: 0.2914, loss_cls: 4.5564, loss: 4.5564, grad_norm: 3.6065 2020-07-25 03:24:39,217 - mmaction - INFO - Epoch [1][300/3757] lr: 2.000e-02, eta: 3 days, 1:46:43, time: 0.632, data_time: 0.009, memory: 7079, top1_acc: 0.1031, top5_acc: 0.2797, loss_cls: 4.6171, loss: 4.6171, grad_norm: 3.6481 2020-07-25 03:24:52,128 - mmaction - INFO - Epoch [1][320/3757] lr: 2.000e-02, eta: 3 days, 1:21:10, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.1133, top5_acc: 0.2945, loss_cls: 4.5099, loss: 4.5099, grad_norm: 3.7755 2020-07-25 03:25:04,837 - mmaction - INFO - Epoch [1][340/3757] lr: 2.000e-02, eta: 3 days, 0:56:34, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.1023, top5_acc: 0.2945, loss_cls: 4.4891, loss: 4.4891, grad_norm: 3.7171 2020-07-25 03:25:17,829 - mmaction - INFO - Epoch [1][360/3757] lr: 2.000e-02, eta: 3 days, 0:36:51, time: 0.644, data_time: 0.010, memory: 7079, top1_acc: 0.1195, top5_acc: 0.2828, loss_cls: 4.5438, loss: 4.5438, grad_norm: 3.4354 2020-07-25 03:25:31,355 - mmaction - INFO - Epoch [1][380/3757] lr: 2.000e-02, eta: 3 days, 0:32:24, time: 0.684, data_time: 0.010, memory: 7079, top1_acc: 0.1273, top5_acc: 0.3023, loss_cls: 4.4846, loss: 4.4846, grad_norm: 3.8838 2020-07-25 03:25:44,911 - mmaction - INFO - Epoch [1][400/3757] lr: 2.000e-02, eta: 3 days, 0:25:41, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.1187, top5_acc: 0.3055, loss_cls: 4.4232, loss: 4.4232, grad_norm: 4.0743 2020-07-25 03:25:57,676 - mmaction - INFO - Epoch [1][420/3757] lr: 2.000e-02, eta: 3 days, 0:09:16, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.1305, top5_acc: 0.3164, loss_cls: 4.3858, loss: 4.3858, grad_norm: 3.8635 2020-07-25 03:26:10,615 - mmaction - INFO - Epoch [1][440/3757] lr: 2.000e-02, eta: 2 days, 23:55:19, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.1375, top5_acc: 0.3477, loss_cls: 4.2784, loss: 4.2784, grad_norm: 4.1002 2020-07-25 03:26:24,812 - mmaction - INFO - Epoch [1][460/3757] lr: 2.000e-02, eta: 3 days, 0:01:35, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.1180, top5_acc: 0.3312, loss_cls: 4.2892, loss: 4.2892, grad_norm: 3.8236 2020-07-25 03:26:37,634 - mmaction - INFO - Epoch [1][480/3757] lr: 2.000e-02, eta: 2 days, 23:47:24, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.1422, top5_acc: 0.3438, loss_cls: 4.2443, loss: 4.2443, grad_norm: 4.1337 2020-07-25 03:26:50,942 - mmaction - INFO - Epoch [1][500/3757] lr: 2.000e-02, eta: 2 days, 23:42:16, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.1375, top5_acc: 0.3242, loss_cls: 4.2648, loss: 4.2648, grad_norm: 3.8025 2020-07-25 03:27:03,733 - mmaction - INFO - Epoch [1][520/3757] lr: 2.000e-02, eta: 2 days, 23:29:28, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.1281, top5_acc: 0.3414, loss_cls: 4.3031, loss: 4.3031, grad_norm: 3.9966 2020-07-25 03:27:17,535 - mmaction - INFO - Epoch [1][540/3757] lr: 2.000e-02, eta: 2 days, 23:30:47, time: 0.693, data_time: 0.009, memory: 7079, top1_acc: 0.1492, top5_acc: 0.3383, loss_cls: 4.2761, loss: 4.2761, grad_norm: 3.7813 2020-07-25 03:27:31,242 - mmaction - INFO - Epoch [1][560/3757] lr: 2.000e-02, eta: 2 days, 23:28:40, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.1484, top5_acc: 0.3648, loss_cls: 4.1399, loss: 4.1399, grad_norm: 4.0336 2020-07-25 03:27:43,816 - mmaction - INFO - Epoch [1][580/3757] lr: 2.000e-02, eta: 2 days, 23:17:42, time: 0.636, data_time: 0.011, memory: 7079, top1_acc: 0.1453, top5_acc: 0.3578, loss_cls: 4.1026, loss: 4.1026, grad_norm: 4.0734 2020-07-25 03:27:56,857 - mmaction - INFO - Epoch [1][600/3757] lr: 2.000e-02, eta: 2 days, 23:09:48, time: 0.647, data_time: 0.009, memory: 7079, top1_acc: 0.1469, top5_acc: 0.3445, loss_cls: 4.2147, loss: 4.2147, grad_norm: 3.9964 2020-07-25 03:28:10,828 - mmaction - INFO - Epoch [1][620/3757] lr: 2.000e-02, eta: 2 days, 23:13:47, time: 0.704, data_time: 0.009, memory: 7079, top1_acc: 0.1742, top5_acc: 0.3750, loss_cls: 4.0409, loss: 4.0409, grad_norm: 4.0500 2020-07-25 03:28:25,467 - mmaction - INFO - Epoch [1][640/3757] lr: 2.000e-02, eta: 2 days, 23:22:47, time: 0.731, data_time: 0.002, memory: 7079, top1_acc: 0.1555, top5_acc: 0.3773, loss_cls: 4.1450, loss: 4.1450, grad_norm: 4.0668 2020-07-25 03:28:41,469 - mmaction - INFO - Epoch [1][660/3757] lr: 2.000e-02, eta: 2 days, 23:43:38, time: 0.796, data_time: 0.007, memory: 7079, top1_acc: 0.1609, top5_acc: 0.3664, loss_cls: 4.1404, loss: 4.1404, grad_norm: 3.9419 2020-07-25 03:28:56,456 - mmaction - INFO - Epoch [1][680/3757] lr: 2.000e-02, eta: 2 days, 23:55:25, time: 0.754, data_time: 0.007, memory: 7079, top1_acc: 0.1586, top5_acc: 0.3828, loss_cls: 4.0377, loss: 4.0377, grad_norm: 4.0168 2020-07-25 03:29:11,409 - mmaction - INFO - Epoch [1][700/3757] lr: 2.000e-02, eta: 3 days, 0:05:04, time: 0.746, data_time: 0.007, memory: 7079, top1_acc: 0.1492, top5_acc: 0.3648, loss_cls: 4.1245, loss: 4.1245, grad_norm: 4.0753 2020-07-25 03:29:26,011 - mmaction - INFO - Epoch [1][720/3757] lr: 2.000e-02, eta: 3 days, 0:11:43, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.1711, top5_acc: 0.3930, loss_cls: 4.0216, loss: 4.0216, grad_norm: 4.1663 2020-07-25 03:29:41,072 - mmaction - INFO - Epoch [1][740/3757] lr: 2.000e-02, eta: 3 days, 0:21:35, time: 0.753, data_time: 0.009, memory: 7079, top1_acc: 0.1422, top5_acc: 0.3781, loss_cls: 4.1105, loss: 4.1105, grad_norm: 4.1199 2020-07-25 03:29:55,665 - mmaction - INFO - Epoch [1][760/3757] lr: 2.000e-02, eta: 3 days, 0:27:18, time: 0.731, data_time: 0.004, memory: 7079, top1_acc: 0.1672, top5_acc: 0.3594, loss_cls: 4.0862, loss: 4.0862, grad_norm: 3.9914 2020-07-25 03:30:11,337 - mmaction - INFO - Epoch [1][780/3757] lr: 2.000e-02, eta: 3 days, 0:39:53, time: 0.776, data_time: 0.007, memory: 7079, top1_acc: 0.1570, top5_acc: 0.3891, loss_cls: 4.0383, loss: 4.0383, grad_norm: 4.1505 2020-07-25 03:30:26,672 - mmaction - INFO - Epoch [1][800/3757] lr: 2.000e-02, eta: 3 days, 0:51:31, time: 0.774, data_time: 0.010, memory: 7079, top1_acc: 0.1820, top5_acc: 0.3992, loss_cls: 4.0138, loss: 4.0138, grad_norm: 4.1148 2020-07-25 03:30:42,027 - mmaction - INFO - Epoch [1][820/3757] lr: 2.000e-02, eta: 3 days, 1:01:49, time: 0.769, data_time: 0.008, memory: 7079, top1_acc: 0.1828, top5_acc: 0.4086, loss_cls: 3.9444, loss: 3.9444, grad_norm: 4.1554 2020-07-25 03:30:57,365 - mmaction - INFO - Epoch [1][840/3757] lr: 2.000e-02, eta: 3 days, 1:10:52, time: 0.764, data_time: 0.008, memory: 7079, top1_acc: 0.1734, top5_acc: 0.3773, loss_cls: 4.0292, loss: 4.0292, grad_norm: 4.1697 2020-07-25 03:31:13,063 - mmaction - INFO - Epoch [1][860/3757] lr: 2.000e-02, eta: 3 days, 1:22:57, time: 0.788, data_time: 0.010, memory: 7079, top1_acc: 0.1797, top5_acc: 0.4016, loss_cls: 3.9731, loss: 3.9731, grad_norm: 4.0644 2020-07-25 03:31:28,186 - mmaction - INFO - Epoch [1][880/3757] lr: 2.000e-02, eta: 3 days, 1:29:48, time: 0.755, data_time: 0.083, memory: 7079, top1_acc: 0.1867, top5_acc: 0.4125, loss_cls: 3.9155, loss: 3.9155, grad_norm: 4.2050 2020-07-25 03:31:43,173 - mmaction - INFO - Epoch [1][900/3757] lr: 2.000e-02, eta: 3 days, 1:35:46, time: 0.751, data_time: 0.040, memory: 7079, top1_acc: 0.1883, top5_acc: 0.3953, loss_cls: 3.9930, loss: 3.9930, grad_norm: 4.0923 2020-07-25 03:31:58,844 - mmaction - INFO - Epoch [1][920/3757] lr: 2.000e-02, eta: 3 days, 1:45:05, time: 0.777, data_time: 0.044, memory: 7079, top1_acc: 0.2055, top5_acc: 0.4266, loss_cls: 3.9198, loss: 3.9198, grad_norm: 4.1453 2020-07-25 03:32:15,170 - mmaction - INFO - Epoch [1][940/3757] lr: 2.000e-02, eta: 3 days, 1:59:57, time: 0.822, data_time: 0.048, memory: 7079, top1_acc: 0.1812, top5_acc: 0.4016, loss_cls: 3.9458, loss: 3.9458, grad_norm: 4.2405 2020-07-25 03:32:30,377 - mmaction - INFO - Epoch [1][960/3757] lr: 2.000e-02, eta: 3 days, 2:05:21, time: 0.754, data_time: 0.008, memory: 7079, top1_acc: 0.1812, top5_acc: 0.3961, loss_cls: 3.9418, loss: 3.9418, grad_norm: 4.1944 2020-07-25 03:32:45,572 - mmaction - INFO - Epoch [1][980/3757] lr: 2.000e-02, eta: 3 days, 2:12:09, time: 0.767, data_time: 0.010, memory: 7079, top1_acc: 0.2102, top5_acc: 0.4508, loss_cls: 3.7443, loss: 3.7443, grad_norm: 4.2625 2020-07-25 03:33:00,262 - mmaction - INFO - Epoch [1][1000/3757] lr: 2.000e-02, eta: 3 days, 2:14:25, time: 0.733, data_time: 0.002, memory: 7079, top1_acc: 0.1961, top5_acc: 0.4023, loss_cls: 3.9101, loss: 3.9101, grad_norm: 4.1326 2020-07-25 03:33:14,032 - mmaction - INFO - Epoch [1][1020/3757] lr: 2.000e-02, eta: 3 days, 2:11:18, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.2008, top5_acc: 0.4391, loss_cls: 3.8305, loss: 3.8305, grad_norm: 3.9572 2020-07-25 03:33:28,472 - mmaction - INFO - Epoch [1][1040/3757] lr: 2.000e-02, eta: 3 days, 2:12:05, time: 0.721, data_time: 0.001, memory: 7079, top1_acc: 0.2016, top5_acc: 0.4148, loss_cls: 3.8399, loss: 3.8399, grad_norm: 4.2048 2020-07-25 03:33:43,833 - mmaction - INFO - Epoch [1][1060/3757] lr: 2.000e-02, eta: 3 days, 2:18:26, time: 0.769, data_time: 0.002, memory: 7079, top1_acc: 0.1914, top5_acc: 0.4219, loss_cls: 3.8750, loss: 3.8750, grad_norm: 4.1158 2020-07-25 03:33:58,149 - mmaction - INFO - Epoch [1][1080/3757] lr: 2.000e-02, eta: 3 days, 2:18:14, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.1891, top5_acc: 0.4086, loss_cls: 3.8913, loss: 3.8913, grad_norm: 4.0223 2020-07-25 03:34:13,284 - mmaction - INFO - Epoch [1][1100/3757] lr: 2.000e-02, eta: 3 days, 2:22:55, time: 0.757, data_time: 0.004, memory: 7079, top1_acc: 0.1891, top5_acc: 0.4359, loss_cls: 3.8685, loss: 3.8685, grad_norm: 4.0665 2020-07-25 03:34:28,864 - mmaction - INFO - Epoch [1][1120/3757] lr: 2.000e-02, eta: 3 days, 2:29:44, time: 0.778, data_time: 0.004, memory: 7079, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.8343, loss: 3.8343, grad_norm: 4.2074 2020-07-25 03:34:43,448 - mmaction - INFO - Epoch [1][1140/3757] lr: 2.000e-02, eta: 3 days, 2:31:08, time: 0.731, data_time: 0.004, memory: 7079, top1_acc: 0.1945, top5_acc: 0.4273, loss_cls: 3.8840, loss: 3.8840, grad_norm: 3.8884 2020-07-25 03:34:58,211 - mmaction - INFO - Epoch [1][1160/3757] lr: 2.000e-02, eta: 3 days, 2:32:25, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.1914, top5_acc: 0.4172, loss_cls: 3.8343, loss: 3.8343, grad_norm: 4.3275 2020-07-25 03:35:12,994 - mmaction - INFO - Epoch [1][1180/3757] lr: 2.000e-02, eta: 3 days, 2:35:16, time: 0.746, data_time: 0.010, memory: 7079, top1_acc: 0.1891, top5_acc: 0.4320, loss_cls: 3.8290, loss: 3.8290, grad_norm: 4.0571 2020-07-25 03:35:28,634 - mmaction - INFO - Epoch [1][1200/3757] lr: 2.000e-02, eta: 3 days, 2:41:38, time: 0.780, data_time: 0.007, memory: 7079, top1_acc: 0.1891, top5_acc: 0.4258, loss_cls: 3.9087, loss: 3.9087, grad_norm: 4.0758 2020-07-25 03:35:42,832 - mmaction - INFO - Epoch [1][1220/3757] lr: 2.000e-02, eta: 3 days, 2:40:45, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.1906, top5_acc: 0.4234, loss_cls: 3.8599, loss: 3.8599, grad_norm: 4.2485 2020-07-25 03:35:58,413 - mmaction - INFO - Epoch [1][1240/3757] lr: 2.000e-02, eta: 3 days, 2:46:35, time: 0.778, data_time: 0.007, memory: 7079, top1_acc: 0.1977, top5_acc: 0.4523, loss_cls: 3.8048, loss: 3.8048, grad_norm: 4.0851 2020-07-25 03:36:12,868 - mmaction - INFO - Epoch [1][1260/3757] lr: 2.000e-02, eta: 3 days, 2:46:51, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.2008, top5_acc: 0.4336, loss_cls: 3.7843, loss: 3.7843, grad_norm: 4.2168 2020-07-25 03:36:28,326 - mmaction - INFO - Epoch [1][1280/3757] lr: 2.000e-02, eta: 3 days, 2:51:46, time: 0.772, data_time: 0.007, memory: 7079, top1_acc: 0.2094, top5_acc: 0.4672, loss_cls: 3.7285, loss: 3.7285, grad_norm: 4.0379 2020-07-25 03:36:44,982 - mmaction - INFO - Epoch [1][1300/3757] lr: 2.000e-02, eta: 3 days, 3:02:30, time: 0.834, data_time: 0.005, memory: 7079, top1_acc: 0.2117, top5_acc: 0.4531, loss_cls: 3.6867, loss: 3.6867, grad_norm: 4.0999 2020-07-25 03:37:02,490 - mmaction - INFO - Epoch [1][1320/3757] lr: 2.000e-02, eta: 3 days, 3:16:05, time: 0.868, data_time: 0.006, memory: 7079, top1_acc: 0.2133, top5_acc: 0.4578, loss_cls: 3.7229, loss: 3.7229, grad_norm: 4.2902 2020-07-25 03:37:17,840 - mmaction - INFO - Epoch [1][1340/3757] lr: 2.000e-02, eta: 3 days, 3:20:33, time: 0.774, data_time: 0.010, memory: 7079, top1_acc: 0.2164, top5_acc: 0.4539, loss_cls: 3.7745, loss: 3.7745, grad_norm: 4.1690 2020-07-25 03:37:33,739 - mmaction - INFO - Epoch [1][1360/3757] lr: 2.000e-02, eta: 3 days, 3:26:12, time: 0.789, data_time: 0.007, memory: 7079, top1_acc: 0.2188, top5_acc: 0.4898, loss_cls: 3.6329, loss: 3.6329, grad_norm: 4.1386 2020-07-25 03:37:48,330 - mmaction - INFO - Epoch [1][1380/3757] lr: 2.000e-02, eta: 3 days, 3:26:58, time: 0.737, data_time: 0.009, memory: 7079, top1_acc: 0.2094, top5_acc: 0.4633, loss_cls: 3.7541, loss: 3.7541, grad_norm: 4.2134 2020-07-25 03:38:03,670 - mmaction - INFO - Epoch [1][1400/3757] lr: 2.000e-02, eta: 3 days, 3:30:21, time: 0.766, data_time: 0.063, memory: 7079, top1_acc: 0.2172, top5_acc: 0.4727, loss_cls: 3.7138, loss: 3.7138, grad_norm: 4.3713 2020-07-25 03:38:19,134 - mmaction - INFO - Epoch [1][1420/3757] lr: 2.000e-02, eta: 3 days, 3:33:49, time: 0.768, data_time: 0.008, memory: 7079, top1_acc: 0.2234, top5_acc: 0.4633, loss_cls: 3.6672, loss: 3.6672, grad_norm: 4.1021 2020-07-25 03:38:34,964 - mmaction - INFO - Epoch [1][1440/3757] lr: 2.000e-02, eta: 3 days, 3:39:36, time: 0.796, data_time: 0.014, memory: 7079, top1_acc: 0.2211, top5_acc: 0.4797, loss_cls: 3.5699, loss: 3.5699, grad_norm: 4.2348 2020-07-25 03:38:51,256 - mmaction - INFO - Epoch [1][1460/3757] lr: 2.000e-02, eta: 3 days, 3:46:11, time: 0.808, data_time: 0.007, memory: 7079, top1_acc: 0.2180, top5_acc: 0.4688, loss_cls: 3.6297, loss: 3.6297, grad_norm: 4.1781 2020-07-25 03:39:06,584 - mmaction - INFO - Epoch [1][1480/3757] lr: 2.000e-02, eta: 3 days, 3:49:38, time: 0.773, data_time: 0.010, memory: 7079, top1_acc: 0.2172, top5_acc: 0.4719, loss_cls: 3.7103, loss: 3.7103, grad_norm: 4.1662 2020-07-25 03:39:23,669 - mmaction - INFO - Epoch [1][1500/3757] lr: 2.000e-02, eta: 3 days, 3:59:29, time: 0.851, data_time: 0.008, memory: 7079, top1_acc: 0.2273, top5_acc: 0.4648, loss_cls: 3.7291, loss: 3.7291, grad_norm: 4.1283 2020-07-25 03:39:38,804 - mmaction - INFO - Epoch [1][1520/3757] lr: 2.000e-02, eta: 3 days, 4:01:39, time: 0.760, data_time: 0.009, memory: 7079, top1_acc: 0.2227, top5_acc: 0.4648, loss_cls: 3.6582, loss: 3.6582, grad_norm: 4.1940 2020-07-25 03:39:54,192 - mmaction - INFO - Epoch [1][1540/3757] lr: 2.000e-02, eta: 3 days, 4:04:19, time: 0.767, data_time: 0.008, memory: 7079, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6743, loss: 3.6743, grad_norm: 4.0659 2020-07-25 03:40:10,866 - mmaction - INFO - Epoch [1][1560/3757] lr: 2.000e-02, eta: 3 days, 4:12:23, time: 0.836, data_time: 0.146, memory: 7079, top1_acc: 0.2242, top5_acc: 0.4820, loss_cls: 3.5915, loss: 3.5915, grad_norm: 4.1861 2020-07-25 03:40:27,274 - mmaction - INFO - Epoch [1][1580/3757] lr: 2.000e-02, eta: 3 days, 4:18:23, time: 0.813, data_time: 0.146, memory: 7079, top1_acc: 0.2203, top5_acc: 0.4680, loss_cls: 3.6610, loss: 3.6610, grad_norm: 4.2657 2020-07-25 03:40:44,997 - mmaction - INFO - Epoch [1][1600/3757] lr: 2.000e-02, eta: 3 days, 4:30:40, time: 0.895, data_time: 0.047, memory: 7079, top1_acc: 0.2219, top5_acc: 0.4867, loss_cls: 3.6125, loss: 3.6125, grad_norm: 4.0144 2020-07-25 03:41:00,540 - mmaction - INFO - Epoch [1][1620/3757] lr: 2.000e-02, eta: 3 days, 4:33:24, time: 0.775, data_time: 0.146, memory: 7079, top1_acc: 0.2039, top5_acc: 0.4461, loss_cls: 3.7985, loss: 3.7985, grad_norm: 4.0661 2020-07-25 03:41:16,927 - mmaction - INFO - Epoch [1][1640/3757] lr: 2.000e-02, eta: 3 days, 4:39:36, time: 0.821, data_time: 0.005, memory: 7079, top1_acc: 0.2125, top5_acc: 0.4781, loss_cls: 3.6806, loss: 3.6806, grad_norm: 4.0516 2020-07-25 03:41:32,176 - mmaction - INFO - Epoch [1][1660/3757] lr: 2.000e-02, eta: 3 days, 4:40:57, time: 0.759, data_time: 0.006, memory: 7079, top1_acc: 0.2469, top5_acc: 0.4680, loss_cls: 3.6296, loss: 3.6296, grad_norm: 3.9948 2020-07-25 03:41:48,560 - mmaction - INFO - Epoch [1][1680/3757] lr: 2.000e-02, eta: 3 days, 4:46:57, time: 0.822, data_time: 0.018, memory: 7079, top1_acc: 0.2227, top5_acc: 0.4680, loss_cls: 3.6312, loss: 3.6312, grad_norm: 4.3672 2020-07-25 03:42:04,462 - mmaction - INFO - Epoch [1][1700/3757] lr: 2.000e-02, eta: 3 days, 4:50:42, time: 0.794, data_time: 0.008, memory: 7079, top1_acc: 0.2195, top5_acc: 0.4703, loss_cls: 3.6141, loss: 3.6141, grad_norm: 4.0993 2020-07-25 03:42:22,888 - mmaction - INFO - Epoch [1][1720/3757] lr: 2.000e-02, eta: 3 days, 5:03:40, time: 0.922, data_time: 0.006, memory: 7079, top1_acc: 0.2453, top5_acc: 0.4656, loss_cls: 3.6273, loss: 3.6273, grad_norm: 4.1073 2020-07-25 03:42:38,592 - mmaction - INFO - Epoch [1][1740/3757] lr: 2.000e-02, eta: 3 days, 5:06:10, time: 0.780, data_time: 0.008, memory: 7079, top1_acc: 0.2352, top5_acc: 0.4813, loss_cls: 3.5558, loss: 3.5558, grad_norm: 4.2776 2020-07-25 03:42:55,497 - mmaction - INFO - Epoch [1][1760/3757] lr: 2.000e-02, eta: 3 days, 5:13:36, time: 0.851, data_time: 0.008, memory: 7079, top1_acc: 0.2430, top5_acc: 0.4906, loss_cls: 3.5073, loss: 3.5073, grad_norm: 4.1622 2020-07-25 03:43:11,073 - mmaction - INFO - Epoch [1][1780/3757] lr: 2.000e-02, eta: 3 days, 5:15:39, time: 0.776, data_time: 0.008, memory: 7079, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6220, loss: 3.6220, grad_norm: 4.3755 2020-07-25 03:43:27,310 - mmaction - INFO - Epoch [1][1800/3757] lr: 2.000e-02, eta: 3 days, 5:20:18, time: 0.815, data_time: 0.006, memory: 7079, top1_acc: 0.2242, top5_acc: 0.4813, loss_cls: 3.6186, loss: 3.6186, grad_norm: 4.3264 2020-07-25 03:43:43,138 - mmaction - INFO - Epoch [1][1820/3757] lr: 2.000e-02, eta: 3 days, 5:23:14, time: 0.791, data_time: 0.002, memory: 7079, top1_acc: 0.2383, top5_acc: 0.4906, loss_cls: 3.5726, loss: 3.5726, grad_norm: 4.2782 2020-07-25 03:44:00,440 - mmaction - INFO - Epoch [1][1840/3757] lr: 2.000e-02, eta: 3 days, 5:30:36, time: 0.858, data_time: 0.008, memory: 7079, top1_acc: 0.2336, top5_acc: 0.4836, loss_cls: 3.5749, loss: 3.5749, grad_norm: 4.3427 2020-07-25 03:44:14,748 - mmaction - INFO - Epoch [1][1860/3757] lr: 2.000e-02, eta: 3 days, 5:28:46, time: 0.723, data_time: 0.010, memory: 7079, top1_acc: 0.2305, top5_acc: 0.4859, loss_cls: 3.5887, loss: 3.5887, grad_norm: 4.0478 2020-07-25 03:44:30,594 - mmaction - INFO - Epoch [1][1880/3757] lr: 2.000e-02, eta: 3 days, 5:31:26, time: 0.790, data_time: 0.149, memory: 7079, top1_acc: 0.2375, top5_acc: 0.4883, loss_cls: 3.5671, loss: 3.5671, grad_norm: 3.9867 2020-07-25 03:44:47,588 - mmaction - INFO - Epoch [1][1900/3757] lr: 2.000e-02, eta: 3 days, 5:38:08, time: 0.853, data_time: 0.140, memory: 7079, top1_acc: 0.2227, top5_acc: 0.4828, loss_cls: 3.5719, loss: 3.5719, grad_norm: 4.0993 2020-07-25 03:45:03,493 - mmaction - INFO - Epoch [1][1920/3757] lr: 2.000e-02, eta: 3 days, 5:40:56, time: 0.795, data_time: 0.006, memory: 7079, top1_acc: 0.2289, top5_acc: 0.4711, loss_cls: 3.6091, loss: 3.6091, grad_norm: 4.3130 2020-07-25 03:45:19,122 - mmaction - INFO - Epoch [1][1940/3757] lr: 2.000e-02, eta: 3 days, 5:42:48, time: 0.781, data_time: 0.002, memory: 7079, top1_acc: 0.2672, top5_acc: 0.5102, loss_cls: 3.4687, loss: 3.4687, grad_norm: 4.1477 2020-07-25 03:45:34,498 - mmaction - INFO - Epoch [1][1960/3757] lr: 2.000e-02, eta: 3 days, 5:43:25, time: 0.762, data_time: 0.008, memory: 7079, top1_acc: 0.2391, top5_acc: 0.4578, loss_cls: 3.6735, loss: 3.6735, grad_norm: 4.1706 2020-07-25 03:45:50,126 - mmaction - INFO - Epoch [1][1980/3757] lr: 2.000e-02, eta: 3 days, 5:45:41, time: 0.789, data_time: 0.013, memory: 7079, top1_acc: 0.2461, top5_acc: 0.4789, loss_cls: 3.5688, loss: 3.5688, grad_norm: 4.0320 2020-07-25 03:46:05,413 - mmaction - INFO - Epoch [1][2000/3757] lr: 2.000e-02, eta: 3 days, 5:46:21, time: 0.764, data_time: 0.015, memory: 7079, top1_acc: 0.2125, top5_acc: 0.4734, loss_cls: 3.6657, loss: 3.6657, grad_norm: 3.9902 2020-07-25 03:46:21,904 - mmaction - INFO - Epoch [1][2020/3757] lr: 2.000e-02, eta: 3 days, 5:50:25, time: 0.819, data_time: 0.088, memory: 7079, top1_acc: 0.2469, top5_acc: 0.5062, loss_cls: 3.4177, loss: 3.4177, grad_norm: 4.2079 2020-07-25 03:46:37,015 - mmaction - INFO - Epoch [1][2040/3757] lr: 2.000e-02, eta: 3 days, 5:50:51, time: 0.761, data_time: 0.008, memory: 7079, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.5775, loss: 3.5775, grad_norm: 4.1042 2020-07-25 03:46:52,913 - mmaction - INFO - Epoch [1][2060/3757] lr: 2.000e-02, eta: 3 days, 5:53:11, time: 0.793, data_time: 0.008, memory: 7079, top1_acc: 0.2297, top5_acc: 0.4797, loss_cls: 3.6023, loss: 3.6023, grad_norm: 4.0772 2020-07-25 03:47:08,934 - mmaction - INFO - Epoch [1][2080/3757] lr: 2.000e-02, eta: 3 days, 5:56:07, time: 0.803, data_time: 0.028, memory: 7079, top1_acc: 0.2477, top5_acc: 0.5320, loss_cls: 3.4011, loss: 3.4011, grad_norm: 4.2621 2020-07-25 03:47:26,600 - mmaction - INFO - Epoch [1][2100/3757] lr: 2.000e-02, eta: 3 days, 6:03:34, time: 0.881, data_time: 0.114, memory: 7079, top1_acc: 0.2531, top5_acc: 0.4945, loss_cls: 3.5067, loss: 3.5067, grad_norm: 4.2673 2020-07-25 03:47:41,872 - mmaction - INFO - Epoch [1][2120/3757] lr: 2.000e-02, eta: 3 days, 6:04:06, time: 0.766, data_time: 0.006, memory: 7079, top1_acc: 0.2656, top5_acc: 0.4883, loss_cls: 3.5147, loss: 3.5147, grad_norm: 4.3021 2020-07-25 03:47:57,327 - mmaction - INFO - Epoch [1][2140/3757] lr: 2.000e-02, eta: 3 days, 6:05:02, time: 0.773, data_time: 0.002, memory: 7079, top1_acc: 0.2562, top5_acc: 0.5195, loss_cls: 3.4240, loss: 3.4240, grad_norm: 4.2282 2020-07-25 03:48:14,439 - mmaction - INFO - Epoch [1][2160/3757] lr: 2.000e-02, eta: 3 days, 6:10:18, time: 0.848, data_time: 0.077, memory: 7079, top1_acc: 0.2641, top5_acc: 0.5203, loss_cls: 3.4180, loss: 3.4180, grad_norm: 4.0893 2020-07-25 03:48:29,724 - mmaction - INFO - Epoch [1][2180/3757] lr: 2.000e-02, eta: 3 days, 6:11:07, time: 0.772, data_time: 0.063, memory: 7079, top1_acc: 0.2359, top5_acc: 0.4992, loss_cls: 3.4774, loss: 3.4774, grad_norm: 4.1789 2020-07-25 03:48:47,310 - mmaction - INFO - Epoch [1][2200/3757] lr: 2.000e-02, eta: 3 days, 6:17:48, time: 0.876, data_time: 0.105, memory: 7079, top1_acc: 0.2359, top5_acc: 0.4961, loss_cls: 3.5496, loss: 3.5496, grad_norm: 4.1618 2020-07-25 03:49:02,715 - mmaction - INFO - Epoch [1][2220/3757] lr: 2.000e-02, eta: 3 days, 6:18:33, time: 0.773, data_time: 0.008, memory: 7079, top1_acc: 0.2367, top5_acc: 0.5000, loss_cls: 3.4625, loss: 3.4625, grad_norm: 4.1247 2020-07-25 03:49:18,640 - mmaction - INFO - Epoch [1][2240/3757] lr: 2.000e-02, eta: 3 days, 6:20:16, time: 0.790, data_time: 0.007, memory: 7079, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4589, loss: 3.4589, grad_norm: 4.0800 2020-07-25 03:49:34,232 - mmaction - INFO - Epoch [1][2260/3757] lr: 2.000e-02, eta: 3 days, 6:21:43, time: 0.786, data_time: 0.009, memory: 7079, top1_acc: 0.2398, top5_acc: 0.4930, loss_cls: 3.5551, loss: 3.5551, grad_norm: 4.0531 2020-07-25 03:49:50,308 - mmaction - INFO - Epoch [1][2280/3757] lr: 2.000e-02, eta: 3 days, 6:23:45, time: 0.797, data_time: 0.006, memory: 7079, top1_acc: 0.2398, top5_acc: 0.4961, loss_cls: 3.4904, loss: 3.4904, grad_norm: 4.2086 2020-07-25 03:50:06,309 - mmaction - INFO - Epoch [1][2300/3757] lr: 2.000e-02, eta: 3 days, 6:26:17, time: 0.807, data_time: 0.009, memory: 7079, top1_acc: 0.2672, top5_acc: 0.5008, loss_cls: 3.4991, loss: 3.4991, grad_norm: 4.1038 2020-07-25 03:50:21,071 - mmaction - INFO - Epoch [1][2320/3757] lr: 2.000e-02, eta: 3 days, 6:25:02, time: 0.737, data_time: 0.002, memory: 7079, top1_acc: 0.2313, top5_acc: 0.4914, loss_cls: 3.5633, loss: 3.5633, grad_norm: 4.2393 2020-07-25 03:50:36,344 - mmaction - INFO - Epoch [1][2340/3757] lr: 2.000e-02, eta: 3 days, 6:25:10, time: 0.763, data_time: 0.019, memory: 7079, top1_acc: 0.2305, top5_acc: 0.4945, loss_cls: 3.4926, loss: 3.4926, grad_norm: 4.0983 2020-07-25 03:50:51,628 - mmaction - INFO - Epoch [1][2360/3757] lr: 2.000e-02, eta: 3 days, 6:25:13, time: 0.762, data_time: 0.009, memory: 7079, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.4875, loss: 3.4875, grad_norm: 3.9328 2020-07-25 03:51:07,318 - mmaction - INFO - Epoch [1][2380/3757] lr: 2.000e-02, eta: 3 days, 6:26:33, time: 0.786, data_time: 0.006, memory: 7079, top1_acc: 0.2562, top5_acc: 0.4992, loss_cls: 3.4824, loss: 3.4824, grad_norm: 4.0263 2020-07-25 03:51:22,352 - mmaction - INFO - Epoch [1][2400/3757] lr: 2.000e-02, eta: 3 days, 6:25:45, time: 0.746, data_time: 0.008, memory: 7079, top1_acc: 0.2469, top5_acc: 0.4953, loss_cls: 3.5135, loss: 3.5135, grad_norm: 4.1160 2020-07-25 03:51:38,820 - mmaction - INFO - Epoch [1][2420/3757] lr: 2.000e-02, eta: 3 days, 6:29:18, time: 0.830, data_time: 0.010, memory: 7079, top1_acc: 0.2711, top5_acc: 0.5180, loss_cls: 3.4514, loss: 3.4514, grad_norm: 4.1255 2020-07-25 03:51:55,789 - mmaction - INFO - Epoch [1][2440/3757] lr: 2.000e-02, eta: 3 days, 6:33:22, time: 0.842, data_time: 0.003, memory: 7079, top1_acc: 0.2445, top5_acc: 0.4945, loss_cls: 3.5085, loss: 3.5085, grad_norm: 4.0688 2020-07-25 03:52:13,133 - mmaction - INFO - Epoch [1][2460/3757] lr: 2.000e-02, eta: 3 days, 6:38:58, time: 0.873, data_time: 0.009, memory: 7079, top1_acc: 0.2711, top5_acc: 0.5031, loss_cls: 3.4419, loss: 3.4419, grad_norm: 4.1563 2020-07-25 03:52:29,768 - mmaction - INFO - Epoch [1][2480/3757] lr: 2.000e-02, eta: 3 days, 6:42:07, time: 0.826, data_time: 0.007, memory: 7079, top1_acc: 0.2328, top5_acc: 0.5117, loss_cls: 3.4978, loss: 3.4978, grad_norm: 4.1359 2020-07-25 03:52:43,706 - mmaction - INFO - Epoch [1][2500/3757] lr: 2.000e-02, eta: 3 days, 6:38:58, time: 0.701, data_time: 0.010, memory: 7079, top1_acc: 0.2508, top5_acc: 0.5125, loss_cls: 3.4546, loss: 3.4546, grad_norm: 4.0729 2020-07-25 03:53:00,833 - mmaction - INFO - Epoch [1][2520/3757] lr: 2.000e-02, eta: 3 days, 6:43:33, time: 0.857, data_time: 0.010, memory: 7079, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.3513, loss: 3.3513, grad_norm: 4.6382 2020-07-25 03:53:15,691 - mmaction - INFO - Epoch [1][2540/3757] lr: 2.000e-02, eta: 3 days, 6:42:33, time: 0.744, data_time: 0.003, memory: 7079, top1_acc: 0.2664, top5_acc: 0.5203, loss_cls: 3.4279, loss: 3.4279, grad_norm: 4.1986 2020-07-25 03:53:32,119 - mmaction - INFO - Epoch [1][2560/3757] lr: 2.000e-02, eta: 3 days, 6:44:53, time: 0.813, data_time: 0.008, memory: 7079, top1_acc: 0.2508, top5_acc: 0.4859, loss_cls: 3.5287, loss: 3.5287, grad_norm: 4.1308 2020-07-25 03:53:47,165 - mmaction - INFO - Epoch [1][2580/3757] lr: 2.000e-02, eta: 3 days, 6:44:40, time: 0.761, data_time: 0.011, memory: 7079, top1_acc: 0.2773, top5_acc: 0.5359, loss_cls: 3.3580, loss: 3.3580, grad_norm: 4.1346 2020-07-25 03:54:02,469 - mmaction - INFO - Epoch [1][2600/3757] lr: 2.000e-02, eta: 3 days, 6:44:22, time: 0.759, data_time: 0.009, memory: 7079, top1_acc: 0.2422, top5_acc: 0.4953, loss_cls: 3.5157, loss: 3.5157, grad_norm: 4.1915 2020-07-25 03:54:17,096 - mmaction - INFO - Epoch [1][2620/3757] lr: 2.000e-02, eta: 3 days, 6:43:05, time: 0.738, data_time: 0.009, memory: 7079, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.3394, loss: 3.3394, grad_norm: 4.2710 2020-07-25 03:54:33,226 - mmaction - INFO - Epoch [1][2640/3757] lr: 2.000e-02, eta: 3 days, 6:44:56, time: 0.804, data_time: 0.009, memory: 7079, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.4812, loss: 3.4812, grad_norm: 4.1700 2020-07-25 03:54:48,401 - mmaction - INFO - Epoch [1][2660/3757] lr: 2.000e-02, eta: 3 days, 6:44:44, time: 0.761, data_time: 0.005, memory: 7079, top1_acc: 0.2539, top5_acc: 0.5133, loss_cls: 3.5015, loss: 3.5015, grad_norm: 4.2525 2020-07-25 03:55:04,780 - mmaction - INFO - Epoch [1][2680/3757] lr: 2.000e-02, eta: 3 days, 6:47:14, time: 0.819, data_time: 0.008, memory: 7079, top1_acc: 0.2586, top5_acc: 0.5180, loss_cls: 3.4946, loss: 3.4946, grad_norm: 4.0198 2020-07-25 03:55:19,421 - mmaction - INFO - Epoch [1][2700/3757] lr: 2.000e-02, eta: 3 days, 6:45:38, time: 0.731, data_time: 0.002, memory: 7079, top1_acc: 0.2805, top5_acc: 0.5297, loss_cls: 3.4194, loss: 3.4194, grad_norm: 4.0721 2020-07-25 03:55:34,975 - mmaction - INFO - Epoch [1][2720/3757] lr: 2.000e-02, eta: 3 days, 6:46:07, time: 0.776, data_time: 0.008, memory: 7079, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.4292, loss: 3.4292, grad_norm: 4.0891 2020-07-25 03:55:49,899 - mmaction - INFO - Epoch [1][2740/3757] lr: 2.000e-02, eta: 3 days, 6:45:20, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.4042, loss: 3.4042, grad_norm: 3.9570 2020-07-25 03:56:06,120 - mmaction - INFO - Epoch [1][2760/3757] lr: 2.000e-02, eta: 3 days, 6:47:14, time: 0.808, data_time: 0.008, memory: 7079, top1_acc: 0.2836, top5_acc: 0.5367, loss_cls: 3.3549, loss: 3.3549, grad_norm: 4.0352 2020-07-25 03:56:20,825 - mmaction - INFO - Epoch [1][2780/3757] lr: 2.000e-02, eta: 3 days, 6:45:56, time: 0.737, data_time: 0.007, memory: 7079, top1_acc: 0.2898, top5_acc: 0.5391, loss_cls: 3.3065, loss: 3.3065, grad_norm: 3.9688 2020-07-25 03:56:36,949 - mmaction - INFO - Epoch [1][2800/3757] lr: 2.000e-02, eta: 3 days, 6:47:27, time: 0.800, data_time: 0.008, memory: 7079, top1_acc: 0.2656, top5_acc: 0.5203, loss_cls: 3.4409, loss: 3.4409, grad_norm: 4.1869 2020-07-25 03:56:51,942 - mmaction - INFO - Epoch [1][2820/3757] lr: 2.000e-02, eta: 3 days, 6:47:00, time: 0.756, data_time: 0.010, memory: 7079, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.3732, loss: 3.3732, grad_norm: 4.0662 2020-07-25 03:57:07,564 - mmaction - INFO - Epoch [1][2840/3757] lr: 2.000e-02, eta: 3 days, 6:47:34, time: 0.780, data_time: 0.009, memory: 7079, top1_acc: 0.2984, top5_acc: 0.5344, loss_cls: 3.3145, loss: 3.3145, grad_norm: 4.2819 2020-07-25 03:57:22,083 - mmaction - INFO - Epoch [1][2860/3757] lr: 2.000e-02, eta: 3 days, 6:45:54, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.2531, top5_acc: 0.5172, loss_cls: 3.4657, loss: 3.4657, grad_norm: 4.1209 2020-07-25 03:57:37,578 - mmaction - INFO - Epoch [1][2880/3757] lr: 2.000e-02, eta: 3 days, 6:46:12, time: 0.773, data_time: 0.007, memory: 7079, top1_acc: 0.2867, top5_acc: 0.5500, loss_cls: 3.3385, loss: 3.3385, grad_norm: 4.2678 2020-07-25 03:57:53,518 - mmaction - INFO - Epoch [1][2900/3757] lr: 2.000e-02, eta: 3 days, 6:47:32, time: 0.798, data_time: 0.005, memory: 7079, top1_acc: 0.2609, top5_acc: 0.5133, loss_cls: 3.4099, loss: 3.4099, grad_norm: 4.0589 2020-07-25 03:58:09,051 - mmaction - INFO - Epoch [1][2920/3757] lr: 2.000e-02, eta: 3 days, 6:47:50, time: 0.774, data_time: 0.007, memory: 7079, top1_acc: 0.2805, top5_acc: 0.5305, loss_cls: 3.3349, loss: 3.3349, grad_norm: 4.0437 2020-07-25 03:58:25,073 - mmaction - INFO - Epoch [1][2940/3757] lr: 2.000e-02, eta: 3 days, 6:49:25, time: 0.804, data_time: 0.008, memory: 7079, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3501, loss: 3.3501, grad_norm: 4.0043 2020-07-25 03:58:41,192 - mmaction - INFO - Epoch [1][2960/3757] lr: 2.000e-02, eta: 3 days, 6:50:39, time: 0.797, data_time: 0.144, memory: 7079, top1_acc: 0.2609, top5_acc: 0.5172, loss_cls: 3.4137, loss: 3.4137, grad_norm: 3.9823 2020-07-25 03:58:56,266 - mmaction - INFO - Epoch [1][2980/3757] lr: 2.000e-02, eta: 3 days, 6:50:25, time: 0.762, data_time: 0.117, memory: 7079, top1_acc: 0.2461, top5_acc: 0.5109, loss_cls: 3.4618, loss: 3.4618, grad_norm: 3.9887 2020-07-25 03:59:11,405 - mmaction - INFO - Epoch [1][3000/3757] lr: 2.000e-02, eta: 3 days, 6:49:54, time: 0.755, data_time: 0.067, memory: 7079, top1_acc: 0.2664, top5_acc: 0.5055, loss_cls: 3.3948, loss: 3.3948, grad_norm: 4.0847 2020-07-25 03:59:26,380 - mmaction - INFO - Epoch [1][3020/3757] lr: 2.000e-02, eta: 3 days, 6:49:13, time: 0.751, data_time: 0.014, memory: 7079, top1_acc: 0.2703, top5_acc: 0.4953, loss_cls: 3.4341, loss: 3.4341, grad_norm: 4.0886 2020-07-25 03:59:42,204 - mmaction - INFO - Epoch [1][3040/3757] lr: 2.000e-02, eta: 3 days, 6:50:06, time: 0.789, data_time: 0.088, memory: 7079, top1_acc: 0.2859, top5_acc: 0.5289, loss_cls: 3.3446, loss: 3.3446, grad_norm: 4.0731 2020-07-25 03:59:57,981 - mmaction - INFO - Epoch [1][3060/3757] lr: 2.000e-02, eta: 3 days, 6:51:02, time: 0.791, data_time: 0.199, memory: 7079, top1_acc: 0.2828, top5_acc: 0.5289, loss_cls: 3.3649, loss: 3.3649, grad_norm: 4.2249 2020-07-25 04:00:13,963 - mmaction - INFO - Epoch [1][3080/3757] lr: 2.000e-02, eta: 3 days, 6:51:39, time: 0.783, data_time: 0.041, memory: 7079, top1_acc: 0.2703, top5_acc: 0.5305, loss_cls: 3.3679, loss: 3.3679, grad_norm: 3.9893 2020-07-25 04:00:31,889 - mmaction - INFO - Epoch [1][3100/3757] lr: 2.000e-02, eta: 3 days, 6:57:09, time: 0.906, data_time: 0.271, memory: 7079, top1_acc: 0.2547, top5_acc: 0.5148, loss_cls: 3.3656, loss: 3.3656, grad_norm: 4.1736 2020-07-25 04:00:46,542 - mmaction - INFO - Epoch [1][3120/3757] lr: 2.000e-02, eta: 3 days, 6:55:52, time: 0.737, data_time: 0.109, memory: 7079, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.3352, loss: 3.3352, grad_norm: 4.0486 2020-07-25 04:01:02,809 - mmaction - INFO - Epoch [1][3140/3757] lr: 2.000e-02, eta: 3 days, 6:57:44, time: 0.816, data_time: 0.227, memory: 7079, top1_acc: 0.2602, top5_acc: 0.5195, loss_cls: 3.3794, loss: 3.3794, grad_norm: 3.9600 2020-07-25 04:01:19,468 - mmaction - INFO - Epoch [1][3160/3757] lr: 2.000e-02, eta: 3 days, 6:59:56, time: 0.826, data_time: 0.225, memory: 7079, top1_acc: 0.3047, top5_acc: 0.5555, loss_cls: 3.2170, loss: 3.2170, grad_norm: 4.2602 2020-07-25 04:01:34,652 - mmaction - INFO - Epoch [1][3180/3757] lr: 2.000e-02, eta: 3 days, 6:59:46, time: 0.766, data_time: 0.160, memory: 7079, top1_acc: 0.2719, top5_acc: 0.5430, loss_cls: 3.3066, loss: 3.3066, grad_norm: 4.0126 2020-07-25 04:01:49,503 - mmaction - INFO - Epoch [1][3200/3757] lr: 2.000e-02, eta: 3 days, 6:58:37, time: 0.740, data_time: 0.135, memory: 7079, top1_acc: 0.2742, top5_acc: 0.5102, loss_cls: 3.3732, loss: 3.3732, grad_norm: 4.0602 2020-07-25 04:02:05,039 - mmaction - INFO - Epoch [1][3220/3757] lr: 2.000e-02, eta: 3 days, 6:58:57, time: 0.778, data_time: 0.086, memory: 7079, top1_acc: 0.2867, top5_acc: 0.5398, loss_cls: 3.2707, loss: 3.2707, grad_norm: 4.1485 2020-07-25 04:02:20,597 - mmaction - INFO - Epoch [1][3240/3757] lr: 2.000e-02, eta: 3 days, 6:58:58, time: 0.770, data_time: 0.099, memory: 7079, top1_acc: 0.2727, top5_acc: 0.5352, loss_cls: 3.3531, loss: 3.3531, grad_norm: 4.2052 2020-07-25 04:02:37,119 - mmaction - INFO - Epoch [1][3260/3757] lr: 2.000e-02, eta: 3 days, 7:01:25, time: 0.834, data_time: 0.102, memory: 7079, top1_acc: 0.2664, top5_acc: 0.5172, loss_cls: 3.4513, loss: 3.4513, grad_norm: 4.1779 2020-07-25 04:02:52,821 - mmaction - INFO - Epoch [1][3280/3757] lr: 2.000e-02, eta: 3 days, 7:01:52, time: 0.783, data_time: 0.007, memory: 7079, top1_acc: 0.2617, top5_acc: 0.5008, loss_cls: 3.4605, loss: 3.4605, grad_norm: 3.8204 2020-07-25 04:03:07,587 - mmaction - INFO - Epoch [1][3300/3757] lr: 2.000e-02, eta: 3 days, 7:00:46, time: 0.741, data_time: 0.011, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5391, loss_cls: 3.2822, loss: 3.2822, grad_norm: 3.9815 2020-07-25 04:03:25,239 - mmaction - INFO - Epoch [1][3320/3757] lr: 2.000e-02, eta: 3 days, 7:04:54, time: 0.881, data_time: 0.037, memory: 7079, top1_acc: 0.2828, top5_acc: 0.5289, loss_cls: 3.3193, loss: 3.3193, grad_norm: 4.0155 2020-07-25 04:03:40,816 - mmaction - INFO - Epoch [1][3340/3757] lr: 2.000e-02, eta: 3 days, 7:05:13, time: 0.780, data_time: 0.003, memory: 7079, top1_acc: 0.2805, top5_acc: 0.5484, loss_cls: 3.2764, loss: 3.2764, grad_norm: 4.2522 2020-07-25 04:03:55,942 - mmaction - INFO - Epoch [1][3360/3757] lr: 2.000e-02, eta: 3 days, 7:04:32, time: 0.753, data_time: 0.007, memory: 7079, top1_acc: 0.2633, top5_acc: 0.5281, loss_cls: 3.3881, loss: 3.3881, grad_norm: 4.1833 2020-07-25 04:04:11,082 - mmaction - INFO - Epoch [1][3380/3757] lr: 2.000e-02, eta: 3 days, 7:04:06, time: 0.759, data_time: 0.007, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.2115, loss: 3.2115, grad_norm: 3.9959 2020-07-25 04:04:26,477 - mmaction - INFO - Epoch [1][3400/3757] lr: 2.000e-02, eta: 3 days, 7:03:46, time: 0.763, data_time: 0.009, memory: 7079, top1_acc: 0.2773, top5_acc: 0.5336, loss_cls: 3.3701, loss: 3.3701, grad_norm: 4.1435 2020-07-25 04:04:42,421 - mmaction - INFO - Epoch [1][3420/3757] lr: 2.000e-02, eta: 3 days, 7:04:58, time: 0.804, data_time: 0.010, memory: 7079, top1_acc: 0.2828, top5_acc: 0.5461, loss_cls: 3.2613, loss: 3.2613, grad_norm: 4.2315 2020-07-25 04:04:57,160 - mmaction - INFO - Epoch [1][3440/3757] lr: 2.000e-02, eta: 3 days, 7:03:36, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.2734, top5_acc: 0.5164, loss_cls: 3.3598, loss: 3.3598, grad_norm: 4.1250 2020-07-25 04:05:11,844 - mmaction - INFO - Epoch [1][3460/3757] lr: 2.000e-02, eta: 3 days, 7:02:23, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.2844, top5_acc: 0.5203, loss_cls: 3.3181, loss: 3.3181, grad_norm: 3.8619 2020-07-25 04:05:26,637 - mmaction - INFO - Epoch [1][3480/3757] lr: 2.000e-02, eta: 3 days, 7:01:14, time: 0.739, data_time: 0.008, memory: 7079, top1_acc: 0.3102, top5_acc: 0.5328, loss_cls: 3.3036, loss: 3.3036, grad_norm: 4.0362 2020-07-25 04:05:41,287 - mmaction - INFO - Epoch [1][3500/3757] lr: 2.000e-02, eta: 3 days, 6:59:52, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5383, loss_cls: 3.3061, loss: 3.3061, grad_norm: 4.0828 2020-07-25 04:05:56,535 - mmaction - INFO - Epoch [1][3520/3757] lr: 2.000e-02, eta: 3 days, 6:59:26, time: 0.759, data_time: 0.008, memory: 7079, top1_acc: 0.2727, top5_acc: 0.5250, loss_cls: 3.3587, loss: 3.3587, grad_norm: 3.9871 2020-07-25 04:06:11,490 - mmaction - INFO - Epoch [1][3540/3757] lr: 2.000e-02, eta: 3 days, 6:58:42, time: 0.750, data_time: 0.016, memory: 7079, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2605, loss: 3.2605, grad_norm: 4.1959 2020-07-25 04:06:27,089 - mmaction - INFO - Epoch [1][3560/3757] lr: 2.000e-02, eta: 3 days, 6:58:55, time: 0.777, data_time: 0.056, memory: 7079, top1_acc: 0.2938, top5_acc: 0.5336, loss_cls: 3.2736, loss: 3.2736, grad_norm: 4.0896 2020-07-25 04:06:42,503 - mmaction - INFO - Epoch [1][3580/3757] lr: 2.000e-02, eta: 3 days, 6:58:59, time: 0.773, data_time: 0.172, memory: 7079, top1_acc: 0.2687, top5_acc: 0.5258, loss_cls: 3.3643, loss: 3.3643, grad_norm: 4.2076 2020-07-25 04:06:57,716 - mmaction - INFO - Epoch [1][3600/3757] lr: 2.000e-02, eta: 3 days, 6:58:21, time: 0.753, data_time: 0.097, memory: 7079, top1_acc: 0.2906, top5_acc: 0.5461, loss_cls: 3.2213, loss: 3.2213, grad_norm: 4.1588 2020-07-25 04:07:12,843 - mmaction - INFO - Epoch [1][3620/3757] lr: 2.000e-02, eta: 3 days, 6:58:03, time: 0.762, data_time: 0.150, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5578, loss_cls: 3.2131, loss: 3.2131, grad_norm: 4.2002 2020-07-25 04:07:27,431 - mmaction - INFO - Epoch [1][3640/3757] lr: 2.000e-02, eta: 3 days, 6:56:30, time: 0.726, data_time: 0.109, memory: 7079, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.3453, loss: 3.3453, grad_norm: 3.9377 2020-07-25 04:07:41,891 - mmaction - INFO - Epoch [1][3660/3757] lr: 2.000e-02, eta: 3 days, 6:55:00, time: 0.727, data_time: 0.081, memory: 7079, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.2732, loss: 3.2732, grad_norm: 4.1263 2020-07-25 04:07:57,804 - mmaction - INFO - Epoch [1][3680/3757] lr: 2.000e-02, eta: 3 days, 6:55:43, time: 0.793, data_time: 0.119, memory: 7079, top1_acc: 0.3102, top5_acc: 0.5594, loss_cls: 3.2004, loss: 3.2004, grad_norm: 4.0862 2020-07-25 04:08:12,406 - mmaction - INFO - Epoch [1][3700/3757] lr: 2.000e-02, eta: 3 days, 6:54:27, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.2883, top5_acc: 0.5289, loss_cls: 3.3501, loss: 3.3501, grad_norm: 4.0921 2020-07-25 04:08:27,255 - mmaction - INFO - Epoch [1][3720/3757] lr: 2.000e-02, eta: 3 days, 6:53:15, time: 0.736, data_time: 0.009, memory: 7079, top1_acc: 0.2914, top5_acc: 0.5398, loss_cls: 3.2768, loss: 3.2768, grad_norm: 3.7903 2020-07-25 04:08:43,050 - mmaction - INFO - Epoch [1][3740/3757] lr: 2.000e-02, eta: 3 days, 6:54:06, time: 0.797, data_time: 0.010, memory: 7079, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2605, loss: 3.2605, grad_norm: 4.0900 2020-07-25 04:08:55,642 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-07-25 04:09:21,503 - mmaction - INFO - Epoch [2][20/3757] lr: 2.000e-02, eta: 3 days, 6:46:20, time: 1.190, data_time: 0.487, memory: 7079, top1_acc: 0.3063, top5_acc: 0.5758, loss_cls: 3.1269, loss: 3.1269, grad_norm: 4.2176 2020-07-25 04:09:34,350 - mmaction - INFO - Epoch [2][40/3757] lr: 2.000e-02, eta: 3 days, 6:42:09, time: 0.642, data_time: 0.033, memory: 7079, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.3181, loss: 3.3181, grad_norm: 4.1084 2020-07-25 04:09:48,714 - mmaction - INFO - Epoch [2][60/3757] lr: 2.000e-02, eta: 3 days, 6:40:24, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.3086, top5_acc: 0.5656, loss_cls: 3.2163, loss: 3.2163, grad_norm: 4.1317 2020-07-25 04:10:01,616 - mmaction - INFO - Epoch [2][80/3757] lr: 2.000e-02, eta: 3 days, 6:36:24, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.1557, loss: 3.1557, grad_norm: 4.3163 2020-07-25 04:10:14,929 - mmaction - INFO - Epoch [2][100/3757] lr: 2.000e-02, eta: 3 days, 6:33:08, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.3055, top5_acc: 0.5547, loss_cls: 3.1693, loss: 3.1693, grad_norm: 4.1088 2020-07-25 04:10:28,865 - mmaction - INFO - Epoch [2][120/3757] lr: 2.000e-02, eta: 3 days, 6:30:45, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.2836, top5_acc: 0.5453, loss_cls: 3.2719, loss: 3.2719, grad_norm: 4.1220 2020-07-25 04:10:42,193 - mmaction - INFO - Epoch [2][140/3757] lr: 2.000e-02, eta: 3 days, 6:27:38, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.3086, top5_acc: 0.5445, loss_cls: 3.2460, loss: 3.2460, grad_norm: 4.0795 2020-07-25 04:10:56,556 - mmaction - INFO - Epoch [2][160/3757] lr: 2.000e-02, eta: 3 days, 6:25:50, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.1607, loss: 3.1607, grad_norm: 3.9674 2020-07-25 04:11:10,929 - mmaction - INFO - Epoch [2][180/3757] lr: 2.000e-02, eta: 3 days, 6:24:29, time: 0.724, data_time: 0.010, memory: 7079, top1_acc: 0.2953, top5_acc: 0.5570, loss_cls: 3.2214, loss: 3.2214, grad_norm: 3.9249 2020-07-25 04:11:23,895 - mmaction - INFO - Epoch [2][200/3757] lr: 2.000e-02, eta: 3 days, 6:20:40, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.2664, top5_acc: 0.5477, loss_cls: 3.3186, loss: 3.3186, grad_norm: 3.9692 2020-07-25 04:11:38,092 - mmaction - INFO - Epoch [2][220/3757] lr: 2.000e-02, eta: 3 days, 6:19:01, time: 0.714, data_time: 0.009, memory: 7079, top1_acc: 0.2953, top5_acc: 0.5602, loss_cls: 3.2130, loss: 3.2130, grad_norm: 4.1463 2020-07-25 04:11:52,228 - mmaction - INFO - Epoch [2][240/3757] lr: 2.000e-02, eta: 3 days, 6:16:57, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.0906, loss: 3.0906, grad_norm: 4.1831 2020-07-25 04:12:05,184 - mmaction - INFO - Epoch [2][260/3757] lr: 2.000e-02, eta: 3 days, 6:13:29, time: 0.654, data_time: 0.009, memory: 7079, top1_acc: 0.2898, top5_acc: 0.5602, loss_cls: 3.2306, loss: 3.2306, grad_norm: 4.2327 2020-07-25 04:12:19,292 - mmaction - INFO - Epoch [2][280/3757] lr: 2.000e-02, eta: 3 days, 6:11:27, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.2914, top5_acc: 0.5594, loss_cls: 3.2160, loss: 3.2160, grad_norm: 4.0698 2020-07-25 04:12:33,079 - mmaction - INFO - Epoch [2][300/3757] lr: 2.000e-02, eta: 3 days, 6:09:19, time: 0.696, data_time: 0.009, memory: 7079, top1_acc: 0.2820, top5_acc: 0.5625, loss_cls: 3.2348, loss: 3.2348, grad_norm: 4.2992 2020-07-25 04:12:46,956 - mmaction - INFO - Epoch [2][320/3757] lr: 2.000e-02, eta: 3 days, 6:06:58, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.2836, top5_acc: 0.5500, loss_cls: 3.2477, loss: 3.2477, grad_norm: 4.0112 2020-07-25 04:13:00,842 - mmaction - INFO - Epoch [2][340/3757] lr: 2.000e-02, eta: 3 days, 6:04:58, time: 0.699, data_time: 0.009, memory: 7079, top1_acc: 0.2867, top5_acc: 0.5609, loss_cls: 3.2214, loss: 3.2214, grad_norm: 4.0781 2020-07-25 04:13:14,554 - mmaction - INFO - Epoch [2][360/3757] lr: 2.000e-02, eta: 3 days, 6:02:27, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5758, loss_cls: 3.1364, loss: 3.1364, grad_norm: 3.9437 2020-07-25 04:13:28,707 - mmaction - INFO - Epoch [2][380/3757] lr: 2.000e-02, eta: 3 days, 6:00:53, time: 0.712, data_time: 0.009, memory: 7079, top1_acc: 0.2914, top5_acc: 0.5555, loss_cls: 3.1764, loss: 3.1764, grad_norm: 4.0400 2020-07-25 04:13:41,996 - mmaction - INFO - Epoch [2][400/3757] lr: 2.000e-02, eta: 3 days, 5:57:51, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.3023, top5_acc: 0.5359, loss_cls: 3.3244, loss: 3.3244, grad_norm: 4.2890 2020-07-25 04:13:55,224 - mmaction - INFO - Epoch [2][420/3757] lr: 2.000e-02, eta: 3 days, 5:54:54, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.3079, loss: 3.3079, grad_norm: 3.9596 2020-07-25 04:14:09,657 - mmaction - INFO - Epoch [2][440/3757] lr: 2.000e-02, eta: 3 days, 5:53:32, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.2969, top5_acc: 0.5484, loss_cls: 3.2461, loss: 3.2461, grad_norm: 4.0954 2020-07-25 04:14:22,768 - mmaction - INFO - Epoch [2][460/3757] lr: 2.000e-02, eta: 3 days, 5:50:30, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.2930, top5_acc: 0.5320, loss_cls: 3.3293, loss: 3.3293, grad_norm: 4.2176 2020-07-25 04:14:36,243 - mmaction - INFO - Epoch [2][480/3757] lr: 2.000e-02, eta: 3 days, 5:47:51, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.3008, top5_acc: 0.5867, loss_cls: 3.1644, loss: 3.1644, grad_norm: 4.1090 2020-07-25 04:14:50,385 - mmaction - INFO - Epoch [2][500/3757] lr: 2.000e-02, eta: 3 days, 5:46:17, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.3109, top5_acc: 0.5617, loss_cls: 3.2024, loss: 3.2024, grad_norm: 4.0309 2020-07-25 04:15:03,743 - mmaction - INFO - Epoch [2][520/3757] lr: 2.000e-02, eta: 3 days, 5:43:31, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.3086, top5_acc: 0.5531, loss_cls: 3.1850, loss: 3.1850, grad_norm: 4.0036 2020-07-25 04:15:17,762 - mmaction - INFO - Epoch [2][540/3757] lr: 2.000e-02, eta: 3 days, 5:41:45, time: 0.701, data_time: 0.002, memory: 7079, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1530, loss: 3.1530, grad_norm: 4.1465 2020-07-25 04:15:31,618 - mmaction - INFO - Epoch [2][560/3757] lr: 2.000e-02, eta: 3 days, 5:39:43, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1182, loss: 3.1182, grad_norm: 4.1187 2020-07-25 04:15:45,296 - mmaction - INFO - Epoch [2][580/3757] lr: 2.000e-02, eta: 3 days, 5:37:35, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.1633, loss: 3.1633, grad_norm: 4.1157 2020-07-25 04:15:59,666 - mmaction - INFO - Epoch [2][600/3757] lr: 2.000e-02, eta: 3 days, 5:36:18, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.3000, top5_acc: 0.5664, loss_cls: 3.1423, loss: 3.1423, grad_norm: 4.0795 2020-07-25 04:16:13,106 - mmaction - INFO - Epoch [2][620/3757] lr: 2.000e-02, eta: 3 days, 5:33:50, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.1749, loss: 3.1749, grad_norm: 3.8854 2020-07-25 04:16:27,028 - mmaction - INFO - Epoch [2][640/3757] lr: 2.000e-02, eta: 3 days, 5:31:59, time: 0.695, data_time: 0.002, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5641, loss_cls: 3.1798, loss: 3.1798, grad_norm: 4.1232 2020-07-25 04:16:41,309 - mmaction - INFO - Epoch [2][660/3757] lr: 2.000e-02, eta: 3 days, 5:30:29, time: 0.707, data_time: 0.009, memory: 7079, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.2620, loss: 3.2620, grad_norm: 4.1766 2020-07-25 04:16:54,246 - mmaction - INFO - Epoch [2][680/3757] lr: 2.000e-02, eta: 3 days, 5:27:32, time: 0.655, data_time: 0.010, memory: 7079, top1_acc: 0.2875, top5_acc: 0.5555, loss_cls: 3.2230, loss: 3.2230, grad_norm: 3.9585 2020-07-25 04:17:08,337 - mmaction - INFO - Epoch [2][700/3757] lr: 2.000e-02, eta: 3 days, 5:25:56, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.2163, loss: 3.2163, grad_norm: 4.1931 2020-07-25 04:17:21,984 - mmaction - INFO - Epoch [2][720/3757] lr: 2.000e-02, eta: 3 days, 5:23:50, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1475, loss: 3.1475, grad_norm: 4.0858 2020-07-25 04:17:35,999 - mmaction - INFO - Epoch [2][740/3757] lr: 2.000e-02, eta: 3 days, 5:22:00, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.2290, loss: 3.2290, grad_norm: 4.0412 2020-07-25 04:17:49,972 - mmaction - INFO - Epoch [2][760/3757] lr: 2.000e-02, eta: 3 days, 5:20:29, time: 0.704, data_time: 0.010, memory: 7079, top1_acc: 0.2984, top5_acc: 0.5695, loss_cls: 3.1665, loss: 3.1665, grad_norm: 4.1167 2020-07-25 04:18:02,957 - mmaction - INFO - Epoch [2][780/3757] lr: 2.000e-02, eta: 3 days, 5:17:33, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.3109, top5_acc: 0.5797, loss_cls: 3.1517, loss: 3.1517, grad_norm: 4.2394 2020-07-25 04:18:17,732 - mmaction - INFO - Epoch [2][800/3757] lr: 2.000e-02, eta: 3 days, 5:16:58, time: 0.738, data_time: 0.004, memory: 7079, top1_acc: 0.3344, top5_acc: 0.5789, loss_cls: 3.0462, loss: 3.0462, grad_norm: 3.8895 2020-07-25 04:18:30,623 - mmaction - INFO - Epoch [2][820/3757] lr: 2.000e-02, eta: 3 days, 5:13:47, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.3109, top5_acc: 0.5742, loss_cls: 3.1230, loss: 3.1230, grad_norm: 3.8999 2020-07-25 04:18:43,868 - mmaction - INFO - Epoch [2][840/3757] lr: 2.000e-02, eta: 3 days, 5:11:18, time: 0.666, data_time: 0.010, memory: 7079, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1643, loss: 3.1643, grad_norm: 4.1491 2020-07-25 04:18:58,896 - mmaction - INFO - Epoch [2][860/3757] lr: 2.000e-02, eta: 3 days, 5:11:05, time: 0.750, data_time: 0.009, memory: 7079, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.1653, loss: 3.1653, grad_norm: 4.1965 2020-07-25 04:19:11,806 - mmaction - INFO - Epoch [2][880/3757] lr: 2.000e-02, eta: 3 days, 5:08:07, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1230, loss: 3.1230, grad_norm: 4.0600 2020-07-25 04:19:25,451 - mmaction - INFO - Epoch [2][900/3757] lr: 2.000e-02, eta: 3 days, 5:05:54, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.0968, loss: 3.0968, grad_norm: 4.0196 2020-07-25 04:19:38,770 - mmaction - INFO - Epoch [2][920/3757] lr: 2.000e-02, eta: 3 days, 5:03:42, time: 0.674, data_time: 0.011, memory: 7079, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.1428, loss: 3.1428, grad_norm: 4.0272 2020-07-25 04:19:53,391 - mmaction - INFO - Epoch [2][940/3757] lr: 2.000e-02, eta: 3 days, 5:02:57, time: 0.729, data_time: 0.008, memory: 7079, top1_acc: 0.3219, top5_acc: 0.5727, loss_cls: 3.1229, loss: 3.1229, grad_norm: 3.9861 2020-07-25 04:20:07,237 - mmaction - INFO - Epoch [2][960/3757] lr: 2.000e-02, eta: 3 days, 5:01:19, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1189, loss: 3.1189, grad_norm: 4.0704 2020-07-25 04:20:20,244 - mmaction - INFO - Epoch [2][980/3757] lr: 2.000e-02, eta: 3 days, 4:58:23, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.3008, top5_acc: 0.5375, loss_cls: 3.2281, loss: 3.2281, grad_norm: 4.0876 2020-07-25 04:20:34,003 - mmaction - INFO - Epoch [2][1000/3757] lr: 2.000e-02, eta: 3 days, 4:56:46, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.3172, top5_acc: 0.5844, loss_cls: 3.0710, loss: 3.0710, grad_norm: 4.2025 2020-07-25 04:20:48,387 - mmaction - INFO - Epoch [2][1020/3757] lr: 2.000e-02, eta: 3 days, 4:55:46, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.2977, top5_acc: 0.5695, loss_cls: 3.1642, loss: 3.1642, grad_norm: 4.1011 2020-07-25 04:21:01,670 - mmaction - INFO - Epoch [2][1040/3757] lr: 2.000e-02, eta: 3 days, 4:53:23, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.2992, top5_acc: 0.5359, loss_cls: 3.2457, loss: 3.2457, grad_norm: 4.0585 2020-07-25 04:21:15,183 - mmaction - INFO - Epoch [2][1060/3757] lr: 2.000e-02, eta: 3 days, 4:51:17, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.1692, loss: 3.1692, grad_norm: 4.1922 2020-07-25 04:21:29,540 - mmaction - INFO - Epoch [2][1080/3757] lr: 2.000e-02, eta: 3 days, 4:50:23, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1938, loss: 3.1938, grad_norm: 4.0118 2020-07-25 04:21:42,906 - mmaction - INFO - Epoch [2][1100/3757] lr: 2.000e-02, eta: 3 days, 4:48:07, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.1534, loss: 3.1534, grad_norm: 4.0264 2020-07-25 04:21:56,338 - mmaction - INFO - Epoch [2][1120/3757] lr: 2.000e-02, eta: 3 days, 4:46:02, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.3086, top5_acc: 0.5852, loss_cls: 3.1215, loss: 3.1215, grad_norm: 3.9887 2020-07-25 04:22:10,035 - mmaction - INFO - Epoch [2][1140/3757] lr: 2.000e-02, eta: 3 days, 4:44:14, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 2.9952, loss: 2.9952, grad_norm: 4.0053 2020-07-25 04:22:23,911 - mmaction - INFO - Epoch [2][1160/3757] lr: 2.000e-02, eta: 3 days, 4:42:38, time: 0.691, data_time: 0.009, memory: 7079, top1_acc: 0.2977, top5_acc: 0.5656, loss_cls: 3.1404, loss: 3.1404, grad_norm: 4.0866 2020-07-25 04:22:38,174 - mmaction - INFO - Epoch [2][1180/3757] lr: 2.000e-02, eta: 3 days, 4:41:40, time: 0.716, data_time: 0.009, memory: 7079, top1_acc: 0.3352, top5_acc: 0.6031, loss_cls: 3.0356, loss: 3.0356, grad_norm: 4.0246 2020-07-25 04:22:52,174 - mmaction - INFO - Epoch [2][1200/3757] lr: 2.000e-02, eta: 3 days, 4:40:16, time: 0.698, data_time: 0.009, memory: 7079, top1_acc: 0.3117, top5_acc: 0.5875, loss_cls: 3.1058, loss: 3.1058, grad_norm: 4.0601 2020-07-25 04:23:05,905 - mmaction - INFO - Epoch [2][1220/3757] lr: 2.000e-02, eta: 3 days, 4:38:37, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5727, loss_cls: 3.1616, loss: 3.1616, grad_norm: 4.0464 2020-07-25 04:23:19,829 - mmaction - INFO - Epoch [2][1240/3757] lr: 2.000e-02, eta: 3 days, 4:37:08, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.3359, top5_acc: 0.5695, loss_cls: 3.1004, loss: 3.1004, grad_norm: 3.9926 2020-07-25 04:23:33,127 - mmaction - INFO - Epoch [2][1260/3757] lr: 2.000e-02, eta: 3 days, 4:34:59, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.2859, top5_acc: 0.5664, loss_cls: 3.2145, loss: 3.2145, grad_norm: 4.1391 2020-07-25 04:23:46,782 - mmaction - INFO - Epoch [2][1280/3757] lr: 2.000e-02, eta: 3 days, 4:33:02, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.3141, top5_acc: 0.5703, loss_cls: 3.1488, loss: 3.1488, grad_norm: 4.0645 2020-07-25 04:24:01,026 - mmaction - INFO - Epoch [2][1300/3757] lr: 2.000e-02, eta: 3 days, 4:32:14, time: 0.721, data_time: 0.011, memory: 7079, top1_acc: 0.3266, top5_acc: 0.5953, loss_cls: 3.0564, loss: 3.0564, grad_norm: 3.9536 2020-07-25 04:24:14,173 - mmaction - INFO - Epoch [2][1320/3757] lr: 2.000e-02, eta: 3 days, 4:29:47, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.1072, loss: 3.1072, grad_norm: 4.0295 2020-07-25 04:24:27,934 - mmaction - INFO - Epoch [2][1340/3757] lr: 2.000e-02, eta: 3 days, 4:28:20, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.3016, top5_acc: 0.5648, loss_cls: 3.2006, loss: 3.2006, grad_norm: 3.9113 2020-07-25 04:24:41,826 - mmaction - INFO - Epoch [2][1360/3757] lr: 2.000e-02, eta: 3 days, 4:26:45, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.2930, top5_acc: 0.5734, loss_cls: 3.1871, loss: 3.1871, grad_norm: 4.1010 2020-07-25 04:24:54,900 - mmaction - INFO - Epoch [2][1380/3757] lr: 2.000e-02, eta: 3 days, 4:24:29, time: 0.659, data_time: 0.009, memory: 7079, top1_acc: 0.3187, top5_acc: 0.5516, loss_cls: 3.1793, loss: 3.1793, grad_norm: 3.9631 2020-07-25 04:25:10,113 - mmaction - INFO - Epoch [2][1400/3757] lr: 2.000e-02, eta: 3 days, 4:24:39, time: 0.759, data_time: 0.009, memory: 7079, top1_acc: 0.3297, top5_acc: 0.5938, loss_cls: 3.0596, loss: 3.0596, grad_norm: 3.9764 2020-07-25 04:25:23,544 - mmaction - INFO - Epoch [2][1420/3757] lr: 2.000e-02, eta: 3 days, 4:22:44, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0936, loss: 3.0936, grad_norm: 4.0606 2020-07-25 04:25:37,335 - mmaction - INFO - Epoch [2][1440/3757] lr: 2.000e-02, eta: 3 days, 4:21:12, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.3219, top5_acc: 0.5609, loss_cls: 3.1438, loss: 3.1438, grad_norm: 3.7605 2020-07-25 04:25:51,835 - mmaction - INFO - Epoch [2][1460/3757] lr: 2.000e-02, eta: 3 days, 4:20:38, time: 0.729, data_time: 0.009, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.0609, loss: 3.0609, grad_norm: 4.0283 2020-07-25 04:26:05,509 - mmaction - INFO - Epoch [2][1480/3757] lr: 2.000e-02, eta: 3 days, 4:18:57, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.3000, top5_acc: 0.5680, loss_cls: 3.1776, loss: 3.1776, grad_norm: 4.1023 2020-07-25 04:26:18,779 - mmaction - INFO - Epoch [2][1500/3757] lr: 2.000e-02, eta: 3 days, 4:16:54, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.3039, top5_acc: 0.5742, loss_cls: 3.1565, loss: 3.1565, grad_norm: 3.9924 2020-07-25 04:26:33,368 - mmaction - INFO - Epoch [2][1520/3757] lr: 2.000e-02, eta: 3 days, 4:16:13, time: 0.723, data_time: 0.009, memory: 7079, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.0862, loss: 3.0862, grad_norm: 4.2167 2020-07-25 04:26:47,162 - mmaction - INFO - Epoch [2][1540/3757] lr: 2.000e-02, eta: 3 days, 4:14:54, time: 0.696, data_time: 0.011, memory: 7079, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.0489, loss: 3.0489, grad_norm: 3.9891 2020-07-25 04:27:00,353 - mmaction - INFO - Epoch [2][1560/3757] lr: 2.000e-02, eta: 3 days, 4:12:47, time: 0.661, data_time: 0.009, memory: 7079, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.0657, loss: 3.0657, grad_norm: 4.0831 2020-07-25 04:27:15,209 - mmaction - INFO - Epoch [2][1580/3757] lr: 2.000e-02, eta: 3 days, 4:12:30, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.2977, top5_acc: 0.5625, loss_cls: 3.2094, loss: 3.2094, grad_norm: 3.9182 2020-07-25 04:27:28,203 - mmaction - INFO - Epoch [2][1600/3757] lr: 2.000e-02, eta: 3 days, 4:10:16, time: 0.655, data_time: 0.009, memory: 7079, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0187, loss: 3.0187, grad_norm: 4.0282 2020-07-25 04:27:42,671 - mmaction - INFO - Epoch [2][1620/3757] lr: 2.000e-02, eta: 3 days, 4:09:26, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5922, loss_cls: 3.0253, loss: 3.0253, grad_norm: 4.0898 2020-07-25 04:27:57,077 - mmaction - INFO - Epoch [2][1640/3757] lr: 2.000e-02, eta: 3 days, 4:08:54, time: 0.727, data_time: 0.011, memory: 7079, top1_acc: 0.3398, top5_acc: 0.5766, loss_cls: 3.0701, loss: 3.0701, grad_norm: 3.9439 2020-07-25 04:28:11,023 - mmaction - INFO - Epoch [2][1660/3757] lr: 2.000e-02, eta: 3 days, 4:07:39, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.1440, loss: 3.1440, grad_norm: 4.0007 2020-07-25 04:28:24,033 - mmaction - INFO - Epoch [2][1680/3757] lr: 2.000e-02, eta: 3 days, 4:05:23, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.3250, top5_acc: 0.5602, loss_cls: 3.1505, loss: 3.1505, grad_norm: 3.8969 2020-07-25 04:28:37,951 - mmaction - INFO - Epoch [2][1700/3757] lr: 2.000e-02, eta: 3 days, 4:04:07, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.3344, top5_acc: 0.5945, loss_cls: 2.9737, loss: 2.9737, grad_norm: 3.9647 2020-07-25 04:28:52,132 - mmaction - INFO - Epoch [2][1720/3757] lr: 2.000e-02, eta: 3 days, 4:03:13, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.3406, top5_acc: 0.6055, loss_cls: 3.0153, loss: 3.0153, grad_norm: 4.1129 2020-07-25 04:29:05,606 - mmaction - INFO - Epoch [2][1740/3757] lr: 2.000e-02, eta: 3 days, 4:01:23, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.3055, top5_acc: 0.5719, loss_cls: 3.1514, loss: 3.1514, grad_norm: 3.9968 2020-07-25 04:29:19,093 - mmaction - INFO - Epoch [2][1760/3757] lr: 2.000e-02, eta: 3 days, 3:59:49, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.3063, top5_acc: 0.5758, loss_cls: 3.1758, loss: 3.1758, grad_norm: 3.8607 2020-07-25 04:29:33,075 - mmaction - INFO - Epoch [2][1780/3757] lr: 2.000e-02, eta: 3 days, 3:58:33, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1802, loss: 3.1802, grad_norm: 3.9944 2020-07-25 04:29:46,870 - mmaction - INFO - Epoch [2][1800/3757] lr: 2.000e-02, eta: 3 days, 3:57:19, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.2883, top5_acc: 0.5492, loss_cls: 3.2849, loss: 3.2849, grad_norm: 3.9909 2020-07-25 04:30:01,018 - mmaction - INFO - Epoch [2][1820/3757] lr: 2.000e-02, eta: 3 days, 3:56:20, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 2.9274, loss: 2.9274, grad_norm: 3.9336 2020-07-25 04:30:14,053 - mmaction - INFO - Epoch [2][1840/3757] lr: 2.000e-02, eta: 3 days, 3:54:14, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.3055, top5_acc: 0.5664, loss_cls: 3.1611, loss: 3.1611, grad_norm: 4.0603 2020-07-25 04:30:28,931 - mmaction - INFO - Epoch [2][1860/3757] lr: 2.000e-02, eta: 3 days, 3:53:58, time: 0.738, data_time: 0.008, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5844, loss_cls: 3.0567, loss: 3.0567, grad_norm: 4.1644 2020-07-25 04:30:42,933 - mmaction - INFO - Epoch [2][1880/3757] lr: 2.000e-02, eta: 3 days, 3:53:02, time: 0.707, data_time: 0.009, memory: 7079, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0763, loss: 3.0763, grad_norm: 4.0571 2020-07-25 04:30:56,089 - mmaction - INFO - Epoch [2][1900/3757] lr: 2.000e-02, eta: 3 days, 3:50:59, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0722, loss: 3.0722, grad_norm: 4.0634 2020-07-25 04:31:09,592 - mmaction - INFO - Epoch [2][1920/3757] lr: 2.000e-02, eta: 3 days, 3:49:24, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.3070, top5_acc: 0.5898, loss_cls: 3.0714, loss: 3.0714, grad_norm: 4.1072 2020-07-25 04:31:22,801 - mmaction - INFO - Epoch [2][1940/3757] lr: 2.000e-02, eta: 3 days, 3:47:28, time: 0.660, data_time: 0.002, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5727, loss_cls: 3.1304, loss: 3.1304, grad_norm: 4.0614 2020-07-25 04:31:36,964 - mmaction - INFO - Epoch [2][1960/3757] lr: 2.000e-02, eta: 3 days, 3:46:34, time: 0.707, data_time: 0.009, memory: 7079, top1_acc: 0.3008, top5_acc: 0.5609, loss_cls: 3.1592, loss: 3.1592, grad_norm: 3.9706 2020-07-25 04:31:50,142 - mmaction - INFO - Epoch [2][1980/3757] lr: 2.000e-02, eta: 3 days, 3:44:41, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.3352, top5_acc: 0.5852, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.9395 2020-07-25 04:32:03,619 - mmaction - INFO - Epoch [2][2000/3757] lr: 2.000e-02, eta: 3 days, 3:42:57, time: 0.667, data_time: 0.009, memory: 7079, top1_acc: 0.3086, top5_acc: 0.5977, loss_cls: 3.0889, loss: 3.0889, grad_norm: 4.0175 2020-07-25 04:32:16,937 - mmaction - INFO - Epoch [2][2020/3757] lr: 2.000e-02, eta: 3 days, 3:41:18, time: 0.671, data_time: 0.009, memory: 7079, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1583, loss: 3.1583, grad_norm: 3.9393 2020-07-25 04:32:30,569 - mmaction - INFO - Epoch [2][2040/3757] lr: 2.000e-02, eta: 3 days, 3:39:50, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.9553 2020-07-25 04:32:43,901 - mmaction - INFO - Epoch [2][2060/3757] lr: 2.000e-02, eta: 3 days, 3:38:12, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.3187, top5_acc: 0.6008, loss_cls: 3.0517, loss: 3.0517, grad_norm: 4.0093 2020-07-25 04:32:57,372 - mmaction - INFO - Epoch [2][2080/3757] lr: 2.000e-02, eta: 3 days, 3:36:34, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.3328, top5_acc: 0.5883, loss_cls: 3.0864, loss: 3.0864, grad_norm: 4.1548 2020-07-25 04:33:10,763 - mmaction - INFO - Epoch [2][2100/3757] lr: 2.000e-02, eta: 3 days, 3:34:57, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.3242, top5_acc: 0.5945, loss_cls: 3.0287, loss: 3.0287, grad_norm: 3.9174 2020-07-25 04:33:24,048 - mmaction - INFO - Epoch [2][2120/3757] lr: 2.000e-02, eta: 3 days, 3:33:13, time: 0.665, data_time: 0.009, memory: 7079, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.0767, loss: 3.0767, grad_norm: 4.0003 2020-07-25 04:33:37,734 - mmaction - INFO - Epoch [2][2140/3757] lr: 2.000e-02, eta: 3 days, 3:31:54, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9736, loss: 2.9736, grad_norm: 4.1588 2020-07-25 04:33:51,484 - mmaction - INFO - Epoch [2][2160/3757] lr: 2.000e-02, eta: 3 days, 3:30:34, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.3305, top5_acc: 0.5883, loss_cls: 3.0398, loss: 3.0398, grad_norm: 4.0981 2020-07-25 04:34:04,518 - mmaction - INFO - Epoch [2][2180/3757] lr: 2.000e-02, eta: 3 days, 3:28:40, time: 0.656, data_time: 0.009, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0521, loss: 3.0521, grad_norm: 4.1682 2020-07-25 04:34:18,046 - mmaction - INFO - Epoch [2][2200/3757] lr: 2.000e-02, eta: 3 days, 3:27:12, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.3227, top5_acc: 0.6016, loss_cls: 3.0332, loss: 3.0332, grad_norm: 4.1871 2020-07-25 04:34:31,533 - mmaction - INFO - Epoch [2][2220/3757] lr: 2.000e-02, eta: 3 days, 3:25:45, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.3383, top5_acc: 0.5992, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.9077 2020-07-25 04:34:45,241 - mmaction - INFO - Epoch [2][2240/3757] lr: 2.000e-02, eta: 3 days, 3:24:25, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.9780 2020-07-25 04:34:58,556 - mmaction - INFO - Epoch [2][2260/3757] lr: 2.000e-02, eta: 3 days, 3:22:52, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.3445, top5_acc: 0.6047, loss_cls: 3.0316, loss: 3.0316, grad_norm: 4.0605 2020-07-25 04:35:13,146 - mmaction - INFO - Epoch [2][2280/3757] lr: 2.000e-02, eta: 3 days, 3:22:27, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.3148, top5_acc: 0.5953, loss_cls: 3.0742, loss: 3.0742, grad_norm: 3.9625 2020-07-25 04:35:26,543 - mmaction - INFO - Epoch [2][2300/3757] lr: 2.000e-02, eta: 3 days, 3:20:58, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 3.0075, loss: 3.0075, grad_norm: 4.0161 2020-07-25 04:35:40,349 - mmaction - INFO - Epoch [2][2320/3757] lr: 2.000e-02, eta: 3 days, 3:19:44, time: 0.685, data_time: 0.009, memory: 7079, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 3.0281, loss: 3.0281, grad_norm: 3.9967 2020-07-25 04:35:53,890 - mmaction - INFO - Epoch [2][2340/3757] lr: 2.000e-02, eta: 3 days, 3:18:27, time: 0.682, data_time: 0.009, memory: 7079, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0523, loss: 3.0523, grad_norm: 4.1148 2020-07-25 04:36:07,163 - mmaction - INFO - Epoch [2][2360/3757] lr: 2.000e-02, eta: 3 days, 3:16:45, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1009, loss: 3.1009, grad_norm: 4.0073 2020-07-25 04:36:21,525 - mmaction - INFO - Epoch [2][2380/3757] lr: 2.000e-02, eta: 3 days, 3:16:14, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.3023, top5_acc: 0.5766, loss_cls: 3.0860, loss: 3.0860, grad_norm: 4.0550 2020-07-25 04:36:34,595 - mmaction - INFO - Epoch [2][2400/3757] lr: 2.000e-02, eta: 3 days, 3:14:21, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.0947, loss: 3.0947, grad_norm: 4.0285 2020-07-25 04:36:48,361 - mmaction - INFO - Epoch [2][2420/3757] lr: 2.000e-02, eta: 3 days, 3:13:15, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0447, loss: 3.0447, grad_norm: 3.9842 2020-07-25 04:37:02,316 - mmaction - INFO - Epoch [2][2440/3757] lr: 2.000e-02, eta: 3 days, 3:12:18, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.3164, top5_acc: 0.5883, loss_cls: 2.9987, loss: 2.9987, grad_norm: 4.0776 2020-07-25 04:37:16,165 - mmaction - INFO - Epoch [2][2460/3757] lr: 2.000e-02, eta: 3 days, 3:11:18, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.3289, top5_acc: 0.5891, loss_cls: 2.9980, loss: 2.9980, grad_norm: 4.1250 2020-07-25 04:37:29,510 - mmaction - INFO - Epoch [2][2480/3757] lr: 2.000e-02, eta: 3 days, 3:09:41, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 2.9988, loss: 2.9988, grad_norm: 4.1208 2020-07-25 04:37:43,233 - mmaction - INFO - Epoch [2][2500/3757] lr: 2.000e-02, eta: 3 days, 3:08:35, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.3344, top5_acc: 0.6039, loss_cls: 2.9926, loss: 2.9926, grad_norm: 4.0738 2020-07-25 04:37:57,784 - mmaction - INFO - Epoch [2][2520/3757] lr: 2.000e-02, eta: 3 days, 3:08:13, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 3.1236, loss: 3.1236, grad_norm: 3.9332 2020-07-25 04:38:10,466 - mmaction - INFO - Epoch [2][2540/3757] lr: 2.000e-02, eta: 3 days, 3:06:06, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.3289, top5_acc: 0.5984, loss_cls: 3.0042, loss: 3.0042, grad_norm: 4.1500 2020-07-25 04:38:24,469 - mmaction - INFO - Epoch [2][2560/3757] lr: 2.000e-02, eta: 3 days, 3:05:04, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.3047, top5_acc: 0.5633, loss_cls: 3.1746, loss: 3.1746, grad_norm: 4.0768 2020-07-25 04:38:37,424 - mmaction - INFO - Epoch [2][2580/3757] lr: 2.000e-02, eta: 3 days, 3:03:22, time: 0.657, data_time: 0.012, memory: 7079, top1_acc: 0.3055, top5_acc: 0.5742, loss_cls: 3.0946, loss: 3.0946, grad_norm: 4.0667 2020-07-25 04:38:52,454 - mmaction - INFO - Epoch [2][2600/3757] lr: 2.000e-02, eta: 3 days, 3:03:27, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.3297, top5_acc: 0.5930, loss_cls: 3.0690, loss: 3.0690, grad_norm: 4.0323 2020-07-25 04:39:05,820 - mmaction - INFO - Epoch [2][2620/3757] lr: 2.000e-02, eta: 3 days, 3:02:02, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.3359, top5_acc: 0.6039, loss_cls: 3.0015, loss: 3.0015, grad_norm: 4.0636 2020-07-25 04:39:19,199 - mmaction - INFO - Epoch [2][2640/3757] lr: 2.000e-02, eta: 3 days, 3:00:28, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0132, loss: 3.0132, grad_norm: 4.1541 2020-07-25 04:39:32,833 - mmaction - INFO - Epoch [2][2660/3757] lr: 2.000e-02, eta: 3 days, 2:59:24, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.3109, top5_acc: 0.6070, loss_cls: 3.0213, loss: 3.0213, grad_norm: 4.1358 2020-07-25 04:39:46,261 - mmaction - INFO - Epoch [2][2680/3757] lr: 2.000e-02, eta: 3 days, 2:57:52, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.3359, top5_acc: 0.5859, loss_cls: 3.0418, loss: 3.0418, grad_norm: 3.8599 2020-07-25 04:39:59,564 - mmaction - INFO - Epoch [2][2700/3757] lr: 2.000e-02, eta: 3 days, 2:56:30, time: 0.672, data_time: 0.010, memory: 7079, top1_acc: 0.3367, top5_acc: 0.5742, loss_cls: 3.0724, loss: 3.0724, grad_norm: 3.8788 2020-07-25 04:40:13,531 - mmaction - INFO - Epoch [2][2720/3757] lr: 2.000e-02, eta: 3 days, 2:55:38, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.3398, top5_acc: 0.6148, loss_cls: 3.0016, loss: 3.0016, grad_norm: 3.8805 2020-07-25 04:40:26,476 - mmaction - INFO - Epoch [2][2740/3757] lr: 2.000e-02, eta: 3 days, 2:53:50, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0229, loss: 3.0229, grad_norm: 3.8531 2020-07-25 04:40:40,758 - mmaction - INFO - Epoch [2][2760/3757] lr: 2.000e-02, eta: 3 days, 2:53:14, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.3438, top5_acc: 0.5820, loss_cls: 3.0237, loss: 3.0237, grad_norm: 4.0259 2020-07-25 04:40:53,554 - mmaction - INFO - Epoch [2][2780/3757] lr: 2.000e-02, eta: 3 days, 2:51:21, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.3328, top5_acc: 0.5977, loss_cls: 3.0362, loss: 3.0362, grad_norm: 4.2844 2020-07-25 04:41:07,346 - mmaction - INFO - Epoch [2][2800/3757] lr: 2.000e-02, eta: 3 days, 2:50:13, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 2.9912, loss: 2.9912, grad_norm: 4.0057 2020-07-25 04:41:21,041 - mmaction - INFO - Epoch [2][2820/3757] lr: 2.000e-02, eta: 3 days, 2:49:14, time: 0.690, data_time: 0.009, memory: 7079, top1_acc: 0.3227, top5_acc: 0.5906, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.9292 2020-07-25 04:41:34,762 - mmaction - INFO - Epoch [2][2840/3757] lr: 2.000e-02, eta: 3 days, 2:48:08, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.3312, top5_acc: 0.5891, loss_cls: 3.0193, loss: 3.0193, grad_norm: 3.8226 2020-07-25 04:41:48,778 - mmaction - INFO - Epoch [2][2860/3757] lr: 2.000e-02, eta: 3 days, 2:47:23, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9656, loss: 2.9656, grad_norm: 4.1203 2020-07-25 04:42:03,193 - mmaction - INFO - Epoch [2][2880/3757] lr: 2.000e-02, eta: 3 days, 2:46:53, time: 0.716, data_time: 0.010, memory: 7079, top1_acc: 0.3227, top5_acc: 0.6023, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.8805 2020-07-25 04:42:18,127 - mmaction - INFO - Epoch [2][2900/3757] lr: 2.000e-02, eta: 3 days, 2:47:06, time: 0.754, data_time: 0.009, memory: 7079, top1_acc: 0.3414, top5_acc: 0.6141, loss_cls: 2.9761, loss: 2.9761, grad_norm: 4.0513 2020-07-25 04:42:31,180 - mmaction - INFO - Epoch [2][2920/3757] lr: 2.000e-02, eta: 3 days, 2:45:22, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.0978, loss: 3.0978, grad_norm: 4.0451 2020-07-25 04:42:44,851 - mmaction - INFO - Epoch [2][2940/3757] lr: 2.000e-02, eta: 3 days, 2:44:20, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.9558 2020-07-25 04:42:58,601 - mmaction - INFO - Epoch [2][2960/3757] lr: 2.000e-02, eta: 3 days, 2:43:17, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.0904, loss: 3.0904, grad_norm: 3.9616 2020-07-25 04:43:11,610 - mmaction - INFO - Epoch [2][2980/3757] lr: 2.000e-02, eta: 3 days, 2:41:39, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.3281, top5_acc: 0.5977, loss_cls: 2.9941, loss: 2.9941, grad_norm: 4.0730 2020-07-25 04:43:25,859 - mmaction - INFO - Epoch [2][3000/3757] lr: 2.000e-02, eta: 3 days, 2:41:07, time: 0.713, data_time: 0.009, memory: 7079, top1_acc: 0.3352, top5_acc: 0.6000, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.9086 2020-07-25 04:43:39,429 - mmaction - INFO - Epoch [2][3020/3757] lr: 2.000e-02, eta: 3 days, 2:39:57, time: 0.678, data_time: 0.002, memory: 7079, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.8819 2020-07-25 04:43:52,664 - mmaction - INFO - Epoch [2][3040/3757] lr: 2.000e-02, eta: 3 days, 2:38:30, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.3219, top5_acc: 0.5922, loss_cls: 3.0920, loss: 3.0920, grad_norm: 3.9714 2020-07-25 04:44:06,237 - mmaction - INFO - Epoch [2][3060/3757] lr: 2.000e-02, eta: 3 days, 2:37:20, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 2.9735, loss: 2.9735, grad_norm: 4.1026 2020-07-25 04:44:19,359 - mmaction - INFO - Epoch [2][3080/3757] lr: 2.000e-02, eta: 3 days, 2:35:49, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0181, loss: 3.0181, grad_norm: 4.1156 2020-07-25 04:44:33,313 - mmaction - INFO - Epoch [2][3100/3757] lr: 2.000e-02, eta: 3 days, 2:34:59, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.3414, top5_acc: 0.6031, loss_cls: 2.9911, loss: 2.9911, grad_norm: 4.0000 2020-07-25 04:44:46,987 - mmaction - INFO - Epoch [2][3120/3757] lr: 2.000e-02, eta: 3 days, 2:34:00, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0733, loss: 3.0733, grad_norm: 3.9172 2020-07-25 04:45:01,149 - mmaction - INFO - Epoch [2][3140/3757] lr: 2.000e-02, eta: 3 days, 2:33:22, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0514, loss: 3.0514, grad_norm: 3.8205 2020-07-25 04:45:14,227 - mmaction - INFO - Epoch [2][3160/3757] lr: 2.000e-02, eta: 3 days, 2:31:51, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.3617, top5_acc: 0.5953, loss_cls: 2.9337, loss: 2.9337, grad_norm: 3.8931 2020-07-25 04:45:28,190 - mmaction - INFO - Epoch [2][3180/3757] lr: 2.000e-02, eta: 3 days, 2:31:05, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9849, loss: 2.9849, grad_norm: 4.0440 2020-07-25 04:45:41,312 - mmaction - INFO - Epoch [2][3200/3757] lr: 2.000e-02, eta: 3 days, 2:29:36, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.3430, top5_acc: 0.6094, loss_cls: 2.9598, loss: 2.9598, grad_norm: 3.9779 2020-07-25 04:45:54,417 - mmaction - INFO - Epoch [2][3220/3757] lr: 2.000e-02, eta: 3 days, 2:28:03, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0843, loss: 3.0843, grad_norm: 4.1136 2020-07-25 04:46:08,284 - mmaction - INFO - Epoch [2][3240/3757] lr: 2.000e-02, eta: 3 days, 2:27:15, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.3164, top5_acc: 0.5945, loss_cls: 3.0542, loss: 3.0542, grad_norm: 3.9418 2020-07-25 04:46:22,724 - mmaction - INFO - Epoch [2][3260/3757] lr: 2.000e-02, eta: 3 days, 2:26:51, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0835, loss: 3.0835, grad_norm: 3.9660 2020-07-25 04:46:35,880 - mmaction - INFO - Epoch [2][3280/3757] lr: 2.000e-02, eta: 3 days, 2:25:28, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 2.9523, loss: 2.9523, grad_norm: 3.9402 2020-07-25 04:46:49,507 - mmaction - INFO - Epoch [2][3300/3757] lr: 2.000e-02, eta: 3 days, 2:24:25, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.3359, top5_acc: 0.6109, loss_cls: 2.9259, loss: 2.9259, grad_norm: 3.9640 2020-07-25 04:47:03,206 - mmaction - INFO - Epoch [2][3320/3757] lr: 2.000e-02, eta: 3 days, 2:23:28, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.3406, top5_acc: 0.5805, loss_cls: 3.0427, loss: 3.0427, grad_norm: 3.8390 2020-07-25 04:47:17,146 - mmaction - INFO - Epoch [2][3340/3757] lr: 2.000e-02, eta: 3 days, 2:22:38, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.9465 2020-07-25 04:47:30,365 - mmaction - INFO - Epoch [2][3360/3757] lr: 2.000e-02, eta: 3 days, 2:21:19, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.3352, top5_acc: 0.5695, loss_cls: 3.0555, loss: 3.0555, grad_norm: 3.9436 2020-07-25 04:47:44,128 - mmaction - INFO - Epoch [2][3380/3757] lr: 2.000e-02, eta: 3 days, 2:20:25, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.9600 2020-07-25 04:47:57,007 - mmaction - INFO - Epoch [2][3400/3757] lr: 2.000e-02, eta: 3 days, 2:18:46, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9605, loss: 2.9605, grad_norm: 4.0240 2020-07-25 04:48:10,971 - mmaction - INFO - Epoch [2][3420/3757] lr: 2.000e-02, eta: 3 days, 2:18:01, time: 0.696, data_time: 0.009, memory: 7079, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9816, loss: 2.9816, grad_norm: 3.9606 2020-07-25 04:48:24,423 - mmaction - INFO - Epoch [2][3440/3757] lr: 2.000e-02, eta: 3 days, 2:16:55, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5820, loss_cls: 3.0775, loss: 3.0775, grad_norm: 3.9522 2020-07-25 04:48:38,379 - mmaction - INFO - Epoch [2][3460/3757] lr: 2.000e-02, eta: 3 days, 2:16:10, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9894, loss: 2.9894, grad_norm: 4.0228 2020-07-25 04:48:52,062 - mmaction - INFO - Epoch [2][3480/3757] lr: 2.000e-02, eta: 3 days, 2:15:14, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.8254 2020-07-25 04:49:05,336 - mmaction - INFO - Epoch [2][3500/3757] lr: 2.000e-02, eta: 3 days, 2:13:54, time: 0.661, data_time: 0.009, memory: 7079, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.9775 2020-07-25 04:49:18,479 - mmaction - INFO - Epoch [2][3520/3757] lr: 2.000e-02, eta: 3 days, 2:12:35, time: 0.661, data_time: 0.009, memory: 7079, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 2.9773, loss: 2.9773, grad_norm: 3.9381 2020-07-25 04:49:32,292 - mmaction - INFO - Epoch [2][3540/3757] lr: 2.000e-02, eta: 3 days, 2:11:39, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0466, loss: 3.0466, grad_norm: 3.7913 2020-07-25 04:49:45,738 - mmaction - INFO - Epoch [2][3560/3757] lr: 2.000e-02, eta: 3 days, 2:10:35, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.3273, top5_acc: 0.5984, loss_cls: 3.0465, loss: 3.0465, grad_norm: 3.8397 2020-07-25 04:49:59,745 - mmaction - INFO - Epoch [2][3580/3757] lr: 2.000e-02, eta: 3 days, 2:09:51, time: 0.695, data_time: 0.010, memory: 7079, top1_acc: 0.3375, top5_acc: 0.6195, loss_cls: 2.9438, loss: 2.9438, grad_norm: 4.0025 2020-07-25 04:50:12,705 - mmaction - INFO - Epoch [2][3600/3757] lr: 2.000e-02, eta: 3 days, 2:08:27, time: 0.656, data_time: 0.010, memory: 7079, top1_acc: 0.3211, top5_acc: 0.6016, loss_cls: 3.0119, loss: 3.0119, grad_norm: 4.0132 2020-07-25 04:50:26,032 - mmaction - INFO - Epoch [2][3620/3757] lr: 2.000e-02, eta: 3 days, 2:07:08, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6211, loss_cls: 2.8745, loss: 2.8745, grad_norm: 4.1830 2020-07-25 04:50:39,322 - mmaction - INFO - Epoch [2][3640/3757] lr: 2.000e-02, eta: 3 days, 2:05:59, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.1021, loss: 3.1021, grad_norm: 3.9806 2020-07-25 04:50:53,299 - mmaction - INFO - Epoch [2][3660/3757] lr: 2.000e-02, eta: 3 days, 2:05:13, time: 0.692, data_time: 0.009, memory: 7079, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 2.9794, loss: 2.9794, grad_norm: 4.0003 2020-07-25 04:51:07,000 - mmaction - INFO - Epoch [2][3680/3757] lr: 2.000e-02, eta: 3 days, 2:04:26, time: 0.691, data_time: 0.010, memory: 7079, top1_acc: 0.3328, top5_acc: 0.6078, loss_cls: 2.9658, loss: 2.9658, grad_norm: 3.9088 2020-07-25 04:51:20,749 - mmaction - INFO - Epoch [2][3700/3757] lr: 2.000e-02, eta: 3 days, 2:03:31, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0138, loss: 3.0138, grad_norm: 3.9793 2020-07-25 04:51:33,591 - mmaction - INFO - Epoch [2][3720/3757] lr: 2.000e-02, eta: 3 days, 2:02:01, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.3359, top5_acc: 0.6078, loss_cls: 3.0013, loss: 3.0013, grad_norm: 3.9595 2020-07-25 04:51:47,983 - mmaction - INFO - Epoch [2][3740/3757] lr: 2.000e-02, eta: 3 days, 2:01:36, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.3430, top5_acc: 0.6117, loss_cls: 2.9382, loss: 2.9382, grad_norm: 4.0391 2020-07-25 04:51:59,126 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-25 04:52:21,333 - mmaction - INFO - Epoch [3][20/3757] lr: 2.000e-02, eta: 3 days, 1:56:37, time: 1.060, data_time: 0.385, memory: 7079, top1_acc: 0.3398, top5_acc: 0.6078, loss_cls: 2.9562, loss: 2.9562, grad_norm: 4.0694 2020-07-25 04:52:33,836 - mmaction - INFO - Epoch [3][40/3757] lr: 2.000e-02, eta: 3 days, 1:54:42, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.3641, top5_acc: 0.6094, loss_cls: 2.9153, loss: 2.9153, grad_norm: 3.8807 2020-07-25 04:52:47,457 - mmaction - INFO - Epoch [3][60/3757] lr: 2.000e-02, eta: 3 days, 1:53:52, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.3383, top5_acc: 0.6094, loss_cls: 2.9597, loss: 2.9597, grad_norm: 3.9577 2020-07-25 04:53:00,632 - mmaction - INFO - Epoch [3][80/3757] lr: 2.000e-02, eta: 3 days, 1:52:35, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.8872, loss: 2.8872, grad_norm: 3.9059 2020-07-25 04:53:14,298 - mmaction - INFO - Epoch [3][100/3757] lr: 2.000e-02, eta: 3 days, 1:51:43, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6086, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.9293 2020-07-25 04:53:27,564 - mmaction - INFO - Epoch [3][120/3757] lr: 2.000e-02, eta: 3 days, 1:50:30, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.3461, top5_acc: 0.6227, loss_cls: 2.9413, loss: 2.9413, grad_norm: 3.9149 2020-07-25 04:53:40,496 - mmaction - INFO - Epoch [3][140/3757] lr: 2.000e-02, eta: 3 days, 1:49:04, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9944, loss: 2.9944, grad_norm: 3.9858 2020-07-25 04:53:53,750 - mmaction - INFO - Epoch [3][160/3757] lr: 2.000e-02, eta: 3 days, 1:47:52, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.3203, top5_acc: 0.5945, loss_cls: 3.0512, loss: 3.0512, grad_norm: 3.8864 2020-07-25 04:54:06,930 - mmaction - INFO - Epoch [3][180/3757] lr: 2.000e-02, eta: 3 days, 1:46:38, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.3586, top5_acc: 0.6320, loss_cls: 2.8645, loss: 2.8645, grad_norm: 3.9950 2020-07-25 04:54:21,396 - mmaction - INFO - Epoch [3][200/3757] lr: 2.000e-02, eta: 3 days, 1:46:21, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.3383, top5_acc: 0.5969, loss_cls: 2.9316, loss: 2.9316, grad_norm: 4.1029 2020-07-25 04:54:34,129 - mmaction - INFO - Epoch [3][220/3757] lr: 2.000e-02, eta: 3 days, 1:44:49, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9481, loss: 2.9481, grad_norm: 3.9532 2020-07-25 04:54:47,940 - mmaction - INFO - Epoch [3][240/3757] lr: 2.000e-02, eta: 3 days, 1:44:00, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.8373, loss: 2.8373, grad_norm: 3.9799 2020-07-25 04:55:01,431 - mmaction - INFO - Epoch [3][260/3757] lr: 2.000e-02, eta: 3 days, 1:43:08, time: 0.682, data_time: 0.010, memory: 7079, top1_acc: 0.3453, top5_acc: 0.6109, loss_cls: 2.9643, loss: 2.9643, grad_norm: 4.0360 2020-07-25 04:55:14,468 - mmaction - INFO - Epoch [3][280/3757] lr: 2.000e-02, eta: 3 days, 1:41:42, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.3492, top5_acc: 0.6273, loss_cls: 2.8828, loss: 2.8828, grad_norm: 4.3773 2020-07-25 04:55:27,544 - mmaction - INFO - Epoch [3][300/3757] lr: 2.000e-02, eta: 3 days, 1:40:30, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8722, loss: 2.8722, grad_norm: 4.0240 2020-07-25 04:55:40,836 - mmaction - INFO - Epoch [3][320/3757] lr: 2.000e-02, eta: 3 days, 1:39:16, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6352, loss_cls: 2.7863, loss: 2.7863, grad_norm: 4.0162 2020-07-25 04:55:53,646 - mmaction - INFO - Epoch [3][340/3757] lr: 2.000e-02, eta: 3 days, 1:37:53, time: 0.647, data_time: 0.009, memory: 7079, top1_acc: 0.3195, top5_acc: 0.5930, loss_cls: 3.0565, loss: 3.0565, grad_norm: 3.9699 2020-07-25 04:56:07,456 - mmaction - INFO - Epoch [3][360/3757] lr: 2.000e-02, eta: 3 days, 1:37:04, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.9121, loss: 2.9121, grad_norm: 4.0119 2020-07-25 04:56:21,071 - mmaction - INFO - Epoch [3][380/3757] lr: 2.000e-02, eta: 3 days, 1:36:18, time: 0.686, data_time: 0.009, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.9237, loss: 2.9237, grad_norm: 3.9300 2020-07-25 04:56:35,065 - mmaction - INFO - Epoch [3][400/3757] lr: 2.000e-02, eta: 3 days, 1:35:39, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9538, loss: 2.9538, grad_norm: 4.0029 2020-07-25 04:56:48,761 - mmaction - INFO - Epoch [3][420/3757] lr: 2.000e-02, eta: 3 days, 1:34:57, time: 0.691, data_time: 0.010, memory: 7079, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9316, loss: 2.9316, grad_norm: 4.0352 2020-07-25 04:57:01,474 - mmaction - INFO - Epoch [3][440/3757] lr: 2.000e-02, eta: 3 days, 1:33:25, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9277, loss: 2.9277, grad_norm: 4.0523 2020-07-25 04:57:15,375 - mmaction - INFO - Epoch [3][460/3757] lr: 2.000e-02, eta: 3 days, 1:32:45, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.3500, top5_acc: 0.6133, loss_cls: 2.9128, loss: 2.9128, grad_norm: 3.8711 2020-07-25 04:57:29,720 - mmaction - INFO - Epoch [3][480/3757] lr: 2.000e-02, eta: 3 days, 1:32:31, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9574, loss: 2.9574, grad_norm: 4.0623 2020-07-25 04:57:42,918 - mmaction - INFO - Epoch [3][500/3757] lr: 2.000e-02, eta: 3 days, 1:31:15, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.3438, top5_acc: 0.6055, loss_cls: 2.9934, loss: 2.9934, grad_norm: 3.9704 2020-07-25 04:57:56,013 - mmaction - INFO - Epoch [3][520/3757] lr: 2.000e-02, eta: 3 days, 1:30:06, time: 0.661, data_time: 0.009, memory: 7079, top1_acc: 0.3547, top5_acc: 0.6031, loss_cls: 2.8991, loss: 2.8991, grad_norm: 3.9309 2020-07-25 04:58:09,153 - mmaction - INFO - Epoch [3][540/3757] lr: 2.000e-02, eta: 3 days, 1:28:54, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.3547, top5_acc: 0.5906, loss_cls: 2.9130, loss: 2.9130, grad_norm: 3.8545 2020-07-25 04:58:22,743 - mmaction - INFO - Epoch [3][560/3757] lr: 2.000e-02, eta: 3 days, 1:28:03, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8495, loss: 2.8495, grad_norm: 4.0780 2020-07-25 04:58:36,487 - mmaction - INFO - Epoch [3][580/3757] lr: 2.000e-02, eta: 3 days, 1:27:17, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.3383, top5_acc: 0.6344, loss_cls: 2.8729, loss: 2.8729, grad_norm: 3.9060 2020-07-25 04:58:49,536 - mmaction - INFO - Epoch [3][600/3757] lr: 2.000e-02, eta: 3 days, 1:26:06, time: 0.657, data_time: 0.009, memory: 7079, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.9754 2020-07-25 04:59:03,024 - mmaction - INFO - Epoch [3][620/3757] lr: 2.000e-02, eta: 3 days, 1:25:10, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.3383, top5_acc: 0.6008, loss_cls: 2.9157, loss: 2.9157, grad_norm: 3.9791 2020-07-25 04:59:16,214 - mmaction - INFO - Epoch [3][640/3757] lr: 2.000e-02, eta: 3 days, 1:24:02, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8129, loss: 2.8129, grad_norm: 3.9360 2020-07-25 04:59:29,468 - mmaction - INFO - Epoch [3][660/3757] lr: 2.000e-02, eta: 3 days, 1:22:54, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9268, loss: 2.9268, grad_norm: 4.0531 2020-07-25 04:59:43,235 - mmaction - INFO - Epoch [3][680/3757] lr: 2.000e-02, eta: 3 days, 1:22:16, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6203, loss_cls: 2.8904, loss: 2.8904, grad_norm: 3.9949 2020-07-25 04:59:57,023 - mmaction - INFO - Epoch [3][700/3757] lr: 2.000e-02, eta: 3 days, 1:21:34, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.3328, top5_acc: 0.5953, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.8845 2020-07-25 05:00:10,970 - mmaction - INFO - Epoch [3][720/3757] lr: 2.000e-02, eta: 3 days, 1:20:56, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8735, loss: 2.8735, grad_norm: 3.9098 2020-07-25 05:00:24,229 - mmaction - INFO - Epoch [3][740/3757] lr: 2.000e-02, eta: 3 days, 1:19:51, time: 0.662, data_time: 0.019, memory: 7079, top1_acc: 0.3516, top5_acc: 0.6234, loss_cls: 2.8970, loss: 2.8970, grad_norm: 4.0344 2020-07-25 05:00:39,207 - mmaction - INFO - Epoch [3][760/3757] lr: 2.000e-02, eta: 3 days, 1:20:04, time: 0.750, data_time: 0.010, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8427, loss: 2.8427, grad_norm: 4.0207 2020-07-25 05:00:52,305 - mmaction - INFO - Epoch [3][780/3757] lr: 2.000e-02, eta: 3 days, 1:18:57, time: 0.659, data_time: 0.019, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8807, loss: 2.8807, grad_norm: 4.0622 2020-07-25 05:01:06,183 - mmaction - INFO - Epoch [3][800/3757] lr: 2.000e-02, eta: 3 days, 1:18:22, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9880, loss: 2.9880, grad_norm: 4.1448 2020-07-25 05:01:19,508 - mmaction - INFO - Epoch [3][820/3757] lr: 2.000e-02, eta: 3 days, 1:17:17, time: 0.661, data_time: 0.010, memory: 7079, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.9740 2020-07-25 05:01:33,042 - mmaction - INFO - Epoch [3][840/3757] lr: 2.000e-02, eta: 3 days, 1:16:33, time: 0.684, data_time: 0.009, memory: 7079, top1_acc: 0.3273, top5_acc: 0.6000, loss_cls: 2.9737, loss: 2.9737, grad_norm: 3.8965 2020-07-25 05:01:46,687 - mmaction - INFO - Epoch [3][860/3757] lr: 2.000e-02, eta: 3 days, 1:15:42, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9432, loss: 2.9432, grad_norm: 4.0068 2020-07-25 05:02:00,484 - mmaction - INFO - Epoch [3][880/3757] lr: 2.000e-02, eta: 3 days, 1:15:07, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.3461, top5_acc: 0.6219, loss_cls: 2.9075, loss: 2.9075, grad_norm: 4.0512 2020-07-25 05:02:13,502 - mmaction - INFO - Epoch [3][900/3757] lr: 2.000e-02, eta: 3 days, 1:13:49, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.3453, top5_acc: 0.6180, loss_cls: 2.9348, loss: 2.9348, grad_norm: 4.0082 2020-07-25 05:02:28,303 - mmaction - INFO - Epoch [3][920/3757] lr: 2.000e-02, eta: 3 days, 1:13:59, time: 0.746, data_time: 0.009, memory: 7079, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8843, loss: 2.8843, grad_norm: 3.9140 2020-07-25 05:02:41,563 - mmaction - INFO - Epoch [3][940/3757] lr: 2.000e-02, eta: 3 days, 1:12:57, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.3523, top5_acc: 0.6203, loss_cls: 2.8847, loss: 2.8847, grad_norm: 4.0213 2020-07-25 05:02:54,831 - mmaction - INFO - Epoch [3][960/3757] lr: 2.000e-02, eta: 3 days, 1:11:50, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.8252, loss: 2.8252, grad_norm: 3.9514 2020-07-25 05:03:07,813 - mmaction - INFO - Epoch [3][980/3757] lr: 2.000e-02, eta: 3 days, 1:10:43, time: 0.656, data_time: 0.010, memory: 7079, top1_acc: 0.3492, top5_acc: 0.6086, loss_cls: 2.9480, loss: 2.9480, grad_norm: 4.0621 2020-07-25 05:03:21,826 - mmaction - INFO - Epoch [3][1000/3757] lr: 2.000e-02, eta: 3 days, 1:10:08, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.8701, loss: 2.8701, grad_norm: 4.2236 2020-07-25 05:03:35,548 - mmaction - INFO - Epoch [3][1020/3757] lr: 2.000e-02, eta: 3 days, 1:09:33, time: 0.693, data_time: 0.010, memory: 7079, top1_acc: 0.3531, top5_acc: 0.6141, loss_cls: 2.9291, loss: 2.9291, grad_norm: 3.9676 2020-07-25 05:03:49,450 - mmaction - INFO - Epoch [3][1040/3757] lr: 2.000e-02, eta: 3 days, 1:08:53, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.3539, top5_acc: 0.6297, loss_cls: 2.8682, loss: 2.8682, grad_norm: 3.9368 2020-07-25 05:04:02,535 - mmaction - INFO - Epoch [3][1060/3757] lr: 2.000e-02, eta: 3 days, 1:07:50, time: 0.661, data_time: 0.010, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9096, loss: 2.9096, grad_norm: 3.9151 2020-07-25 05:04:15,680 - mmaction - INFO - Epoch [3][1080/3757] lr: 2.000e-02, eta: 3 days, 1:06:40, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.3289, top5_acc: 0.6102, loss_cls: 2.9513, loss: 2.9513, grad_norm: 3.9158 2020-07-25 05:04:28,548 - mmaction - INFO - Epoch [3][1100/3757] lr: 2.000e-02, eta: 3 days, 1:05:28, time: 0.649, data_time: 0.009, memory: 7079, top1_acc: 0.3359, top5_acc: 0.6195, loss_cls: 2.9192, loss: 2.9192, grad_norm: 3.9932 2020-07-25 05:04:41,688 - mmaction - INFO - Epoch [3][1120/3757] lr: 2.000e-02, eta: 3 days, 1:04:18, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.3359, top5_acc: 0.6109, loss_cls: 2.9399, loss: 2.9399, grad_norm: 4.0589 2020-07-25 05:04:54,665 - mmaction - INFO - Epoch [3][1140/3757] lr: 2.000e-02, eta: 3 days, 1:03:11, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.8768, loss: 2.8768, grad_norm: 4.0293 2020-07-25 05:05:07,871 - mmaction - INFO - Epoch [3][1160/3757] lr: 2.000e-02, eta: 3 days, 1:02:04, time: 0.654, data_time: 0.010, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6555, loss_cls: 2.7746, loss: 2.7746, grad_norm: 3.9805 2020-07-25 05:05:21,379 - mmaction - INFO - Epoch [3][1180/3757] lr: 2.000e-02, eta: 3 days, 1:01:20, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.3523, top5_acc: 0.6320, loss_cls: 2.8601, loss: 2.8601, grad_norm: 4.0140 2020-07-25 05:05:35,075 - mmaction - INFO - Epoch [3][1200/3757] lr: 2.000e-02, eta: 3 days, 1:00:36, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6188, loss_cls: 2.9060, loss: 2.9060, grad_norm: 3.8703 2020-07-25 05:05:49,111 - mmaction - INFO - Epoch [3][1220/3757] lr: 2.000e-02, eta: 3 days, 1:00:13, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.3445, top5_acc: 0.6156, loss_cls: 2.9796, loss: 2.9796, grad_norm: 4.0572 2020-07-25 05:06:02,196 - mmaction - INFO - Epoch [3][1240/3757] lr: 2.000e-02, eta: 3 days, 0:59:05, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.3555, top5_acc: 0.6281, loss_cls: 2.8392, loss: 2.8392, grad_norm: 3.9116 2020-07-25 05:06:16,656 - mmaction - INFO - Epoch [3][1260/3757] lr: 2.000e-02, eta: 3 days, 0:58:58, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8426, loss: 2.8426, grad_norm: 4.0948 2020-07-25 05:06:29,557 - mmaction - INFO - Epoch [3][1280/3757] lr: 2.000e-02, eta: 3 days, 0:57:44, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9346, loss: 2.9346, grad_norm: 4.1218 2020-07-25 05:06:42,942 - mmaction - INFO - Epoch [3][1300/3757] lr: 2.000e-02, eta: 3 days, 0:56:52, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9326, loss: 2.9326, grad_norm: 4.3883 2020-07-25 05:06:56,201 - mmaction - INFO - Epoch [3][1320/3757] lr: 2.000e-02, eta: 3 days, 0:55:48, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.9078, loss: 2.9078, grad_norm: 3.9686 2020-07-25 05:07:09,263 - mmaction - INFO - Epoch [3][1340/3757] lr: 2.000e-02, eta: 3 days, 0:54:47, time: 0.660, data_time: 0.009, memory: 7079, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.9441 2020-07-25 05:07:22,597 - mmaction - INFO - Epoch [3][1360/3757] lr: 2.000e-02, eta: 3 days, 0:53:50, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.3258, top5_acc: 0.6219, loss_cls: 2.9444, loss: 2.9444, grad_norm: 4.0872 2020-07-25 05:07:36,029 - mmaction - INFO - Epoch [3][1380/3757] lr: 2.000e-02, eta: 3 days, 0:53:02, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0104, loss: 3.0104, grad_norm: 3.8777 2020-07-25 05:07:49,673 - mmaction - INFO - Epoch [3][1400/3757] lr: 2.000e-02, eta: 3 days, 0:52:14, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.8883, loss: 2.8883, grad_norm: 4.1287 2020-07-25 05:08:03,035 - mmaction - INFO - Epoch [3][1420/3757] lr: 2.000e-02, eta: 3 days, 0:51:28, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9302, loss: 2.9302, grad_norm: 3.8355 2020-07-25 05:08:16,542 - mmaction - INFO - Epoch [3][1440/3757] lr: 2.000e-02, eta: 3 days, 0:50:35, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.3570, top5_acc: 0.6250, loss_cls: 2.8908, loss: 2.8908, grad_norm: 4.1154 2020-07-25 05:08:30,597 - mmaction - INFO - Epoch [3][1460/3757] lr: 2.000e-02, eta: 3 days, 0:50:16, time: 0.709, data_time: 0.010, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9428, loss: 2.9428, grad_norm: 3.8690 2020-07-25 05:08:44,310 - mmaction - INFO - Epoch [3][1480/3757] lr: 2.000e-02, eta: 3 days, 0:49:32, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.9145, loss: 2.9145, grad_norm: 3.9902 2020-07-25 05:08:58,166 - mmaction - INFO - Epoch [3][1500/3757] lr: 2.000e-02, eta: 3 days, 0:49:05, time: 0.699, data_time: 0.009, memory: 7079, top1_acc: 0.3383, top5_acc: 0.6039, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.8398 2020-07-25 05:09:11,457 - mmaction - INFO - Epoch [3][1520/3757] lr: 2.000e-02, eta: 3 days, 0:48:10, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6430, loss_cls: 2.8075, loss: 2.8075, grad_norm: 3.8569 2020-07-25 05:09:24,933 - mmaction - INFO - Epoch [3][1540/3757] lr: 2.000e-02, eta: 3 days, 0:47:23, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8771, loss: 2.8771, grad_norm: 3.8043 2020-07-25 05:09:38,092 - mmaction - INFO - Epoch [3][1560/3757] lr: 2.000e-02, eta: 3 days, 0:46:21, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.7991, loss: 2.7991, grad_norm: 3.8825 2020-07-25 05:09:51,095 - mmaction - INFO - Epoch [3][1580/3757] lr: 2.000e-02, eta: 3 days, 0:45:16, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.3633, top5_acc: 0.6391, loss_cls: 2.8070, loss: 2.8070, grad_norm: 3.9997 2020-07-25 05:10:04,459 - mmaction - INFO - Epoch [3][1600/3757] lr: 2.000e-02, eta: 3 days, 0:44:25, time: 0.669, data_time: 0.009, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6297, loss_cls: 2.8597, loss: 2.8597, grad_norm: 3.8582 2020-07-25 05:10:17,976 - mmaction - INFO - Epoch [3][1620/3757] lr: 2.000e-02, eta: 3 days, 0:43:40, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8182, loss: 2.8182, grad_norm: 3.8127 2020-07-25 05:10:31,275 - mmaction - INFO - Epoch [3][1640/3757] lr: 2.000e-02, eta: 3 days, 0:42:44, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.3312, top5_acc: 0.5867, loss_cls: 3.0208, loss: 3.0208, grad_norm: 3.9151 2020-07-25 05:10:45,328 - mmaction - INFO - Epoch [3][1660/3757] lr: 2.000e-02, eta: 3 days, 0:42:22, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8496, loss: 2.8496, grad_norm: 3.9342 2020-07-25 05:10:59,497 - mmaction - INFO - Epoch [3][1680/3757] lr: 2.000e-02, eta: 3 days, 0:42:01, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8686, loss: 2.8686, grad_norm: 3.9900 2020-07-25 05:11:13,074 - mmaction - INFO - Epoch [3][1700/3757] lr: 2.000e-02, eta: 3 days, 0:41:21, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.9040, loss: 2.9040, grad_norm: 4.0203 2020-07-25 05:11:27,161 - mmaction - INFO - Epoch [3][1720/3757] lr: 2.000e-02, eta: 3 days, 0:40:58, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.9019, loss: 2.9019, grad_norm: 3.7537 2020-07-25 05:11:40,643 - mmaction - INFO - Epoch [3][1740/3757] lr: 2.000e-02, eta: 3 days, 0:40:13, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.3484, top5_acc: 0.6422, loss_cls: 2.8566, loss: 2.8566, grad_norm: 3.9333 2020-07-25 05:11:54,054 - mmaction - INFO - Epoch [3][1760/3757] lr: 2.000e-02, eta: 3 days, 0:39:25, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6312, loss_cls: 2.8275, loss: 2.8275, grad_norm: 3.8205 2020-07-25 05:12:07,242 - mmaction - INFO - Epoch [3][1780/3757] lr: 2.000e-02, eta: 3 days, 0:38:27, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7682, loss: 2.7682, grad_norm: 4.0848 2020-07-25 05:12:20,623 - mmaction - INFO - Epoch [3][1800/3757] lr: 2.000e-02, eta: 3 days, 0:37:37, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.7717, loss: 2.7717, grad_norm: 3.9559 2020-07-25 05:12:34,187 - mmaction - INFO - Epoch [3][1820/3757] lr: 2.000e-02, eta: 3 days, 0:36:53, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.8071, loss: 2.8071, grad_norm: 3.9228 2020-07-25 05:12:47,163 - mmaction - INFO - Epoch [3][1840/3757] lr: 2.000e-02, eta: 3 days, 0:35:51, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.3641, top5_acc: 0.5852, loss_cls: 2.9116, loss: 2.9116, grad_norm: 3.9183 2020-07-25 05:13:02,148 - mmaction - INFO - Epoch [3][1860/3757] lr: 2.000e-02, eta: 3 days, 0:36:03, time: 0.747, data_time: 0.008, memory: 7079, top1_acc: 0.3570, top5_acc: 0.6062, loss_cls: 2.9357, loss: 2.9357, grad_norm: 3.9531 2020-07-25 05:13:15,293 - mmaction - INFO - Epoch [3][1880/3757] lr: 2.000e-02, eta: 3 days, 0:35:07, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.3422, top5_acc: 0.6039, loss_cls: 2.9655, loss: 2.9655, grad_norm: 3.8508 2020-07-25 05:13:29,198 - mmaction - INFO - Epoch [3][1900/3757] lr: 2.000e-02, eta: 3 days, 0:34:32, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.8821, loss: 2.8821, grad_norm: 3.9443 2020-07-25 05:13:43,281 - mmaction - INFO - Epoch [3][1920/3757] lr: 2.000e-02, eta: 3 days, 0:34:17, time: 0.712, data_time: 0.011, memory: 7079, top1_acc: 0.3336, top5_acc: 0.6250, loss_cls: 2.8715, loss: 2.8715, grad_norm: 4.0415 2020-07-25 05:13:56,258 - mmaction - INFO - Epoch [3][1940/3757] lr: 2.000e-02, eta: 3 days, 0:33:07, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8582, loss: 2.8582, grad_norm: 4.0474 2020-07-25 05:14:09,097 - mmaction - INFO - Epoch [3][1960/3757] lr: 2.000e-02, eta: 3 days, 0:32:04, time: 0.650, data_time: 0.010, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8599, loss: 2.8599, grad_norm: 4.0672 2020-07-25 05:14:23,165 - mmaction - INFO - Epoch [3][1980/3757] lr: 2.000e-02, eta: 3 days, 0:31:41, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.3234, top5_acc: 0.5883, loss_cls: 3.0670, loss: 3.0670, grad_norm: 3.9605 2020-07-25 05:14:36,162 - mmaction - INFO - Epoch [3][2000/3757] lr: 2.000e-02, eta: 3 days, 0:30:39, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9311, loss: 2.9311, grad_norm: 3.9347 2020-07-25 05:14:49,436 - mmaction - INFO - Epoch [3][2020/3757] lr: 2.000e-02, eta: 3 days, 0:29:44, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.8736 2020-07-25 05:15:02,919 - mmaction - INFO - Epoch [3][2040/3757] lr: 2.000e-02, eta: 3 days, 0:29:02, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6398, loss_cls: 2.8237, loss: 2.8237, grad_norm: 3.9172 2020-07-25 05:15:17,327 - mmaction - INFO - Epoch [3][2060/3757] lr: 2.000e-02, eta: 3 days, 0:28:55, time: 0.721, data_time: 0.003, memory: 7079, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.8948, loss: 2.8948, grad_norm: 3.8995 2020-07-25 05:15:30,381 - mmaction - INFO - Epoch [3][2080/3757] lr: 2.000e-02, eta: 3 days, 0:27:49, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8490, loss: 2.8490, grad_norm: 4.0356 2020-07-25 05:15:43,617 - mmaction - INFO - Epoch [3][2100/3757] lr: 2.000e-02, eta: 3 days, 0:27:01, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6422, loss_cls: 2.7651, loss: 2.7651, grad_norm: 3.9491 2020-07-25 05:15:56,611 - mmaction - INFO - Epoch [3][2120/3757] lr: 2.000e-02, eta: 3 days, 0:25:58, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.3617, top5_acc: 0.5977, loss_cls: 2.9795, loss: 2.9795, grad_norm: 3.7751 2020-07-25 05:16:10,611 - mmaction - INFO - Epoch [3][2140/3757] lr: 2.000e-02, eta: 3 days, 0:25:36, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.3563, top5_acc: 0.6141, loss_cls: 2.9008, loss: 2.9008, grad_norm: 3.8391 2020-07-25 05:16:23,458 - mmaction - INFO - Epoch [3][2160/3757] lr: 2.000e-02, eta: 3 days, 0:24:25, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9437, loss: 2.9437, grad_norm: 3.9769 2020-07-25 05:16:37,248 - mmaction - INFO - Epoch [3][2180/3757] lr: 2.000e-02, eta: 3 days, 0:23:57, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.3492, top5_acc: 0.6109, loss_cls: 2.9225, loss: 2.9225, grad_norm: 3.8347 2020-07-25 05:16:51,296 - mmaction - INFO - Epoch [3][2200/3757] lr: 2.000e-02, eta: 3 days, 0:23:31, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.8900, loss: 2.8900, grad_norm: 4.0015 2020-07-25 05:17:04,185 - mmaction - INFO - Epoch [3][2220/3757] lr: 2.000e-02, eta: 3 days, 0:22:31, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.3422, top5_acc: 0.6180, loss_cls: 2.8929, loss: 2.8929, grad_norm: 4.1244 2020-07-25 05:17:17,661 - mmaction - INFO - Epoch [3][2240/3757] lr: 2.000e-02, eta: 3 days, 0:21:47, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8832, loss: 2.8832, grad_norm: 3.7745 2020-07-25 05:17:30,798 - mmaction - INFO - Epoch [3][2260/3757] lr: 2.000e-02, eta: 3 days, 0:20:52, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.9194 2020-07-25 05:17:44,417 - mmaction - INFO - Epoch [3][2280/3757] lr: 2.000e-02, eta: 3 days, 0:20:16, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.3320, top5_acc: 0.6234, loss_cls: 2.8746, loss: 2.8746, grad_norm: 3.9167 2020-07-25 05:17:57,399 - mmaction - INFO - Epoch [3][2300/3757] lr: 2.000e-02, eta: 3 days, 0:19:14, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6344, loss_cls: 2.7699, loss: 2.7699, grad_norm: 3.7534 2020-07-25 05:18:10,352 - mmaction - INFO - Epoch [3][2320/3757] lr: 2.000e-02, eta: 3 days, 0:18:12, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6297, loss_cls: 2.7597, loss: 2.7597, grad_norm: 4.0071 2020-07-25 05:18:23,851 - mmaction - INFO - Epoch [3][2340/3757] lr: 2.000e-02, eta: 3 days, 0:17:27, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6250, loss_cls: 2.7926, loss: 2.7926, grad_norm: 3.8698 2020-07-25 05:18:37,501 - mmaction - INFO - Epoch [3][2360/3757] lr: 2.000e-02, eta: 3 days, 0:16:55, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6320, loss_cls: 2.8495, loss: 2.8495, grad_norm: 3.8764 2020-07-25 05:18:52,316 - mmaction - INFO - Epoch [3][2380/3757] lr: 2.000e-02, eta: 3 days, 0:17:01, time: 0.739, data_time: 0.009, memory: 7079, top1_acc: 0.3508, top5_acc: 0.6180, loss_cls: 2.8828, loss: 2.8828, grad_norm: 3.9358 2020-07-25 05:19:05,463 - mmaction - INFO - Epoch [3][2400/3757] lr: 2.000e-02, eta: 3 days, 0:16:09, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8147, loss: 2.8147, grad_norm: 3.9802 2020-07-25 05:19:18,856 - mmaction - INFO - Epoch [3][2420/3757] lr: 2.000e-02, eta: 3 days, 0:15:24, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9181, loss: 2.9181, grad_norm: 4.0172 2020-07-25 05:19:32,059 - mmaction - INFO - Epoch [3][2440/3757] lr: 2.000e-02, eta: 3 days, 0:14:32, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.3641, top5_acc: 0.5961, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.8633 2020-07-25 05:19:45,471 - mmaction - INFO - Epoch [3][2460/3757] lr: 2.000e-02, eta: 3 days, 0:13:47, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.3570, top5_acc: 0.6391, loss_cls: 2.8310, loss: 2.8310, grad_norm: 3.8701 2020-07-25 05:19:59,551 - mmaction - INFO - Epoch [3][2480/3757] lr: 2.000e-02, eta: 3 days, 0:13:28, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8923, loss: 2.8923, grad_norm: 3.8740 2020-07-25 05:20:12,305 - mmaction - INFO - Epoch [3][2500/3757] lr: 2.000e-02, eta: 3 days, 0:12:17, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.3531, top5_acc: 0.6297, loss_cls: 2.8331, loss: 2.8331, grad_norm: 3.8816 2020-07-25 05:20:26,062 - mmaction - INFO - Epoch [3][2520/3757] lr: 2.000e-02, eta: 3 days, 0:11:50, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6461, loss_cls: 2.8638, loss: 2.8638, grad_norm: 4.0308 2020-07-25 05:20:39,386 - mmaction - INFO - Epoch [3][2540/3757] lr: 2.000e-02, eta: 3 days, 0:11:02, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8426, loss: 2.8426, grad_norm: 3.8663 2020-07-25 05:20:52,273 - mmaction - INFO - Epoch [3][2560/3757] lr: 2.000e-02, eta: 3 days, 0:10:01, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.7795, loss: 2.7795, grad_norm: 3.9217 2020-07-25 05:21:06,344 - mmaction - INFO - Epoch [3][2580/3757] lr: 2.000e-02, eta: 3 days, 0:09:41, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.7930, loss: 2.7930, grad_norm: 3.9341 2020-07-25 05:21:19,890 - mmaction - INFO - Epoch [3][2600/3757] lr: 2.000e-02, eta: 3 days, 0:09:03, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8970, loss: 2.8970, grad_norm: 3.9391 2020-07-25 05:21:32,784 - mmaction - INFO - Epoch [3][2620/3757] lr: 2.000e-02, eta: 3 days, 0:07:57, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8449, loss: 2.8449, grad_norm: 3.8920 2020-07-25 05:21:46,078 - mmaction - INFO - Epoch [3][2640/3757] lr: 2.000e-02, eta: 3 days, 0:07:14, time: 0.671, data_time: 0.009, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8548, loss: 2.8548, grad_norm: 3.8341 2020-07-25 05:21:59,688 - mmaction - INFO - Epoch [3][2660/3757] lr: 2.000e-02, eta: 3 days, 0:06:37, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9235, loss: 2.9235, grad_norm: 4.0027 2020-07-25 05:22:12,775 - mmaction - INFO - Epoch [3][2680/3757] lr: 2.000e-02, eta: 3 days, 0:05:44, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9448, loss: 2.9448, grad_norm: 3.9009 2020-07-25 05:22:26,321 - mmaction - INFO - Epoch [3][2700/3757] lr: 2.000e-02, eta: 3 days, 0:05:07, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.3563, top5_acc: 0.6195, loss_cls: 2.8755, loss: 2.8755, grad_norm: 3.9703 2020-07-25 05:22:39,833 - mmaction - INFO - Epoch [3][2720/3757] lr: 2.000e-02, eta: 3 days, 0:04:23, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.3367, top5_acc: 0.6242, loss_cls: 2.8793, loss: 2.8793, grad_norm: 3.9425 2020-07-25 05:22:52,703 - mmaction - INFO - Epoch [3][2740/3757] lr: 2.000e-02, eta: 3 days, 0:03:27, time: 0.651, data_time: 0.010, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7414, loss: 2.7414, grad_norm: 3.7959 2020-07-25 05:23:06,484 - mmaction - INFO - Epoch [3][2760/3757] lr: 2.000e-02, eta: 3 days, 0:02:56, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.3617, top5_acc: 0.6352, loss_cls: 2.8796, loss: 2.8796, grad_norm: 3.9457 2020-07-25 05:23:19,878 - mmaction - INFO - Epoch [3][2780/3757] lr: 2.000e-02, eta: 3 days, 0:02:15, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6523, loss_cls: 2.7781, loss: 2.7781, grad_norm: 3.8617 2020-07-25 05:23:33,632 - mmaction - INFO - Epoch [3][2800/3757] lr: 2.000e-02, eta: 3 days, 0:01:45, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8594, loss: 2.8594, grad_norm: 3.8968 2020-07-25 05:23:46,612 - mmaction - INFO - Epoch [3][2820/3757] lr: 2.000e-02, eta: 3 days, 0:00:44, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.8955, loss: 2.8955, grad_norm: 3.9528 2020-07-25 05:23:59,423 - mmaction - INFO - Epoch [3][2840/3757] lr: 2.000e-02, eta: 2 days, 23:59:45, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3617, top5_acc: 0.6250, loss_cls: 2.7901, loss: 2.7901, grad_norm: 4.0495 2020-07-25 05:24:14,528 - mmaction - INFO - Epoch [3][2860/3757] lr: 2.000e-02, eta: 3 days, 0:00:00, time: 0.750, data_time: 0.007, memory: 7079, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.8430, loss: 2.8430, grad_norm: 3.7804 2020-07-25 05:24:27,230 - mmaction - INFO - Epoch [3][2880/3757] lr: 2.000e-02, eta: 2 days, 23:58:56, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.8305, loss: 2.8305, grad_norm: 4.0157 2020-07-25 05:24:40,691 - mmaction - INFO - Epoch [3][2900/3757] lr: 2.000e-02, eta: 2 days, 23:58:17, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6281, loss_cls: 2.8251, loss: 2.8251, grad_norm: 3.8940 2020-07-25 05:24:53,466 - mmaction - INFO - Epoch [3][2920/3757] lr: 2.000e-02, eta: 2 days, 23:57:13, time: 0.638, data_time: 0.003, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6016, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.9299 2020-07-25 05:25:07,516 - mmaction - INFO - Epoch [3][2940/3757] lr: 2.000e-02, eta: 2 days, 23:56:52, time: 0.698, data_time: 0.009, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8989, loss: 2.8989, grad_norm: 3.8675 2020-07-25 05:25:20,360 - mmaction - INFO - Epoch [3][2960/3757] lr: 2.000e-02, eta: 2 days, 23:55:53, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3617, top5_acc: 0.6055, loss_cls: 2.8722, loss: 2.8722, grad_norm: 4.0127 2020-07-25 05:25:33,533 - mmaction - INFO - Epoch [3][2980/3757] lr: 2.000e-02, eta: 2 days, 23:55:01, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.9142, loss: 2.9142, grad_norm: 3.9650 2020-07-25 05:25:48,391 - mmaction - INFO - Epoch [3][3000/3757] lr: 2.000e-02, eta: 2 days, 23:55:14, time: 0.749, data_time: 0.009, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6109, loss_cls: 2.8471, loss: 2.8471, grad_norm: 3.7713 2020-07-25 05:26:02,003 - mmaction - INFO - Epoch [3][3020/3757] lr: 2.000e-02, eta: 2 days, 23:54:40, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7886, loss: 2.7886, grad_norm: 4.0141 2020-07-25 05:26:14,817 - mmaction - INFO - Epoch [3][3040/3757] lr: 2.000e-02, eta: 2 days, 23:53:38, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6555, loss_cls: 2.7305, loss: 2.7305, grad_norm: 3.9257 2020-07-25 05:26:27,926 - mmaction - INFO - Epoch [3][3060/3757] lr: 2.000e-02, eta: 2 days, 23:52:47, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.3836, top5_acc: 0.6672, loss_cls: 2.6746, loss: 2.6746, grad_norm: 4.0738 2020-07-25 05:26:41,399 - mmaction - INFO - Epoch [3][3080/3757] lr: 2.000e-02, eta: 2 days, 23:52:08, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8440, loss: 2.8440, grad_norm: 3.9580 2020-07-25 05:26:55,389 - mmaction - INFO - Epoch [3][3100/3757] lr: 2.000e-02, eta: 2 days, 23:51:49, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6141, loss_cls: 2.8448, loss: 2.8448, grad_norm: 3.8264 2020-07-25 05:27:09,198 - mmaction - INFO - Epoch [3][3120/3757] lr: 2.000e-02, eta: 2 days, 23:51:21, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.7765, loss: 2.7765, grad_norm: 4.0249 2020-07-25 05:27:22,404 - mmaction - INFO - Epoch [3][3140/3757] lr: 2.000e-02, eta: 2 days, 23:50:35, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6297, loss_cls: 2.8513, loss: 2.8513, grad_norm: 3.8810 2020-07-25 05:27:35,950 - mmaction - INFO - Epoch [3][3160/3757] lr: 2.000e-02, eta: 2 days, 23:49:59, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6180, loss_cls: 2.8589, loss: 2.8589, grad_norm: 3.8179 2020-07-25 05:27:48,944 - mmaction - INFO - Epoch [3][3180/3757] lr: 2.000e-02, eta: 2 days, 23:49:04, time: 0.648, data_time: 0.002, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.7811, loss: 2.7811, grad_norm: 3.9303 2020-07-25 05:28:03,880 - mmaction - INFO - Epoch [3][3200/3757] lr: 2.000e-02, eta: 2 days, 23:49:16, time: 0.746, data_time: 0.005, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6328, loss_cls: 2.8350, loss: 2.8350, grad_norm: 3.9371 2020-07-25 05:28:16,387 - mmaction - INFO - Epoch [3][3220/3757] lr: 2.000e-02, eta: 2 days, 23:48:06, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.3570, top5_acc: 0.6219, loss_cls: 2.8773, loss: 2.8773, grad_norm: 3.8654 2020-07-25 05:28:29,626 - mmaction - INFO - Epoch [3][3240/3757] lr: 2.000e-02, eta: 2 days, 23:47:19, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.8324, loss: 2.8324, grad_norm: 3.8985 2020-07-25 05:28:42,572 - mmaction - INFO - Epoch [3][3260/3757] lr: 2.000e-02, eta: 2 days, 23:46:26, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8970, loss: 2.8970, grad_norm: 4.0536 2020-07-25 05:28:56,772 - mmaction - INFO - Epoch [3][3280/3757] lr: 2.000e-02, eta: 2 days, 23:46:10, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8497, loss: 2.8497, grad_norm: 3.8723 2020-07-25 05:29:09,734 - mmaction - INFO - Epoch [3][3300/3757] lr: 2.000e-02, eta: 2 days, 23:45:18, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6453, loss_cls: 2.8142, loss: 2.8142, grad_norm: 3.9326 2020-07-25 05:29:22,949 - mmaction - INFO - Epoch [3][3320/3757] lr: 2.000e-02, eta: 2 days, 23:44:29, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6156, loss_cls: 2.8935, loss: 2.8935, grad_norm: 3.6924 2020-07-25 05:29:35,719 - mmaction - INFO - Epoch [3][3340/3757] lr: 2.000e-02, eta: 2 days, 23:43:32, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9151, loss: 2.9151, grad_norm: 3.8575 2020-07-25 05:29:49,196 - mmaction - INFO - Epoch [3][3360/3757] lr: 2.000e-02, eta: 2 days, 23:42:51, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8912, loss: 2.8912, grad_norm: 4.1252 2020-07-25 05:30:02,164 - mmaction - INFO - Epoch [3][3380/3757] lr: 2.000e-02, eta: 2 days, 23:42:00, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9714, loss: 2.9714, grad_norm: 3.8145 2020-07-25 05:30:15,510 - mmaction - INFO - Epoch [3][3400/3757] lr: 2.000e-02, eta: 2 days, 23:41:17, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.8192, loss: 2.8192, grad_norm: 4.0067 2020-07-25 05:30:28,467 - mmaction - INFO - Epoch [3][3420/3757] lr: 2.000e-02, eta: 2 days, 23:40:26, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.3523, top5_acc: 0.6156, loss_cls: 2.9231, loss: 2.9231, grad_norm: 3.9853 2020-07-25 05:30:42,474 - mmaction - INFO - Epoch [3][3440/3757] lr: 2.000e-02, eta: 2 days, 23:40:02, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.3539, top5_acc: 0.6195, loss_cls: 2.8803, loss: 2.8803, grad_norm: 4.0124 2020-07-25 05:30:55,902 - mmaction - INFO - Epoch [3][3460/3757] lr: 2.000e-02, eta: 2 days, 23:39:28, time: 0.677, data_time: 0.009, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7823, loss: 2.7823, grad_norm: 3.9258 2020-07-25 05:31:08,887 - mmaction - INFO - Epoch [3][3480/3757] lr: 2.000e-02, eta: 2 days, 23:38:33, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3742, top5_acc: 0.6406, loss_cls: 2.8000, loss: 2.8000, grad_norm: 3.9312 2020-07-25 05:31:22,327 - mmaction - INFO - Epoch [3][3500/3757] lr: 2.000e-02, eta: 2 days, 23:37:58, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6305, loss_cls: 2.8749, loss: 2.8749, grad_norm: 3.8915 2020-07-25 05:31:35,420 - mmaction - INFO - Epoch [3][3520/3757] lr: 2.000e-02, eta: 2 days, 23:37:10, time: 0.656, data_time: 0.009, memory: 7079, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.8806, loss: 2.8806, grad_norm: 4.0515 2020-07-25 05:31:48,372 - mmaction - INFO - Epoch [3][3540/3757] lr: 2.000e-02, eta: 2 days, 23:36:16, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.7467, loss: 2.7467, grad_norm: 3.8764 2020-07-25 05:32:02,561 - mmaction - INFO - Epoch [3][3560/3757] lr: 2.000e-02, eta: 2 days, 23:36:03, time: 0.709, data_time: 0.002, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8256, loss: 2.8256, grad_norm: 3.9944 2020-07-25 05:32:16,232 - mmaction - INFO - Epoch [3][3580/3757] lr: 2.000e-02, eta: 2 days, 23:35:32, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6195, loss_cls: 2.8307, loss: 2.8307, grad_norm: 3.9549 2020-07-25 05:32:28,947 - mmaction - INFO - Epoch [3][3600/3757] lr: 2.000e-02, eta: 2 days, 23:34:34, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.8005, loss: 2.8005, grad_norm: 3.7495 2020-07-25 05:32:42,990 - mmaction - INFO - Epoch [3][3620/3757] lr: 2.000e-02, eta: 2 days, 23:34:12, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6297, loss_cls: 2.8909, loss: 2.8909, grad_norm: 3.9433 2020-07-25 05:32:55,762 - mmaction - INFO - Epoch [3][3640/3757] lr: 2.000e-02, eta: 2 days, 23:33:17, time: 0.644, data_time: 0.009, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6227, loss_cls: 2.8191, loss: 2.8191, grad_norm: 3.8635 2020-07-25 05:33:09,033 - mmaction - INFO - Epoch [3][3660/3757] lr: 2.000e-02, eta: 2 days, 23:32:35, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6328, loss_cls: 2.8748, loss: 2.8748, grad_norm: 3.7872 2020-07-25 05:33:22,041 - mmaction - INFO - Epoch [3][3680/3757] lr: 2.000e-02, eta: 2 days, 23:31:44, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.7682, loss: 2.7682, grad_norm: 3.7581 2020-07-25 05:33:35,743 - mmaction - INFO - Epoch [3][3700/3757] lr: 2.000e-02, eta: 2 days, 23:31:15, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7325, loss: 2.7325, grad_norm: 3.6739 2020-07-25 05:33:48,890 - mmaction - INFO - Epoch [3][3720/3757] lr: 2.000e-02, eta: 2 days, 23:30:30, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6406, loss_cls: 2.7495, loss: 2.7495, grad_norm: 3.8968 2020-07-25 05:34:02,045 - mmaction - INFO - Epoch [3][3740/3757] lr: 2.000e-02, eta: 2 days, 23:29:44, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6305, loss_cls: 2.8507, loss: 2.8507, grad_norm: 3.8563 2020-07-25 05:34:14,244 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-07-25 05:34:40,546 - mmaction - INFO - Epoch [4][20/3757] lr: 2.000e-02, eta: 2 days, 23:28:49, time: 1.263, data_time: 0.651, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6391, loss_cls: 2.7697, loss: 2.7697, grad_norm: 3.9253 2020-07-25 05:34:53,338 - mmaction - INFO - Epoch [4][40/3757] lr: 2.000e-02, eta: 2 days, 23:27:53, time: 0.640, data_time: 0.003, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8504, loss: 2.8504, grad_norm: 3.8488 2020-07-25 05:35:06,560 - mmaction - INFO - Epoch [4][60/3757] lr: 2.000e-02, eta: 2 days, 23:27:06, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.3742, top5_acc: 0.6609, loss_cls: 2.7427, loss: 2.7427, grad_norm: 3.7848 2020-07-25 05:35:19,162 - mmaction - INFO - Epoch [4][80/3757] lr: 2.000e-02, eta: 2 days, 23:26:07, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6422, loss_cls: 2.7168, loss: 2.7168, grad_norm: 3.9574 2020-07-25 05:35:32,111 - mmaction - INFO - Epoch [4][100/3757] lr: 2.000e-02, eta: 2 days, 23:25:11, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8697, loss: 2.8697, grad_norm: 3.8521 2020-07-25 05:35:45,485 - mmaction - INFO - Epoch [4][120/3757] lr: 2.000e-02, eta: 2 days, 23:24:37, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6453, loss_cls: 2.8056, loss: 2.8056, grad_norm: 3.9676 2020-07-25 05:35:59,205 - mmaction - INFO - Epoch [4][140/3757] lr: 2.000e-02, eta: 2 days, 23:24:08, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8847, loss: 2.8847, grad_norm: 3.9188 2020-07-25 05:36:12,556 - mmaction - INFO - Epoch [4][160/3757] lr: 2.000e-02, eta: 2 days, 23:23:32, time: 0.671, data_time: 0.009, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6680, loss_cls: 2.6188, loss: 2.6188, grad_norm: 3.8712 2020-07-25 05:36:26,348 - mmaction - INFO - Epoch [4][180/3757] lr: 2.000e-02, eta: 2 days, 23:23:03, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.3563, top5_acc: 0.6359, loss_cls: 2.8025, loss: 2.8025, grad_norm: 4.1403 2020-07-25 05:36:39,351 - mmaction - INFO - Epoch [4][200/3757] lr: 2.000e-02, eta: 2 days, 23:22:18, time: 0.657, data_time: 0.011, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6383, loss_cls: 2.6954, loss: 2.6954, grad_norm: 3.8485 2020-07-25 05:36:53,112 - mmaction - INFO - Epoch [4][220/3757] lr: 2.000e-02, eta: 2 days, 23:21:52, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7894, loss: 2.7894, grad_norm: 3.9206 2020-07-25 05:37:06,437 - mmaction - INFO - Epoch [4][240/3757] lr: 2.000e-02, eta: 2 days, 23:21:15, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7410, loss: 2.7410, grad_norm: 3.9031 2020-07-25 05:37:20,025 - mmaction - INFO - Epoch [4][260/3757] lr: 2.000e-02, eta: 2 days, 23:20:43, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.9125, loss: 2.9125, grad_norm: 3.8177 2020-07-25 05:37:33,317 - mmaction - INFO - Epoch [4][280/3757] lr: 2.000e-02, eta: 2 days, 23:20:04, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6523, loss_cls: 2.7493, loss: 2.7493, grad_norm: 3.9688 2020-07-25 05:37:46,423 - mmaction - INFO - Epoch [4][300/3757] lr: 2.000e-02, eta: 2 days, 23:19:15, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.3641, top5_acc: 0.6375, loss_cls: 2.7824, loss: 2.7824, grad_norm: 3.9645 2020-07-25 05:37:59,842 - mmaction - INFO - Epoch [4][320/3757] lr: 2.000e-02, eta: 2 days, 23:18:43, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6492, loss_cls: 2.7342, loss: 2.7342, grad_norm: 3.9372 2020-07-25 05:38:13,123 - mmaction - INFO - Epoch [4][340/3757] lr: 2.000e-02, eta: 2 days, 23:18:03, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.7453, loss: 2.7453, grad_norm: 3.9255 2020-07-25 05:38:26,060 - mmaction - INFO - Epoch [4][360/3757] lr: 2.000e-02, eta: 2 days, 23:17:09, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6578, loss_cls: 2.6948, loss: 2.6948, grad_norm: 3.9999 2020-07-25 05:38:39,731 - mmaction - INFO - Epoch [4][380/3757] lr: 2.000e-02, eta: 2 days, 23:16:45, time: 0.689, data_time: 0.009, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.7772, loss: 2.7772, grad_norm: 3.9607 2020-07-25 05:38:52,559 - mmaction - INFO - Epoch [4][400/3757] lr: 2.000e-02, eta: 2 days, 23:15:52, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6648, loss_cls: 2.6373, loss: 2.6373, grad_norm: 3.8938 2020-07-25 05:39:05,796 - mmaction - INFO - Epoch [4][420/3757] lr: 2.000e-02, eta: 2 days, 23:15:11, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6516, loss_cls: 2.7482, loss: 2.7482, grad_norm: 3.8870 2020-07-25 05:39:19,502 - mmaction - INFO - Epoch [4][440/3757] lr: 2.000e-02, eta: 2 days, 23:14:43, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6312, loss_cls: 2.8084, loss: 2.8084, grad_norm: 3.9486 2020-07-25 05:39:32,661 - mmaction - INFO - Epoch [4][460/3757] lr: 2.000e-02, eta: 2 days, 23:14:02, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6414, loss_cls: 2.7886, loss: 2.7886, grad_norm: 3.9325 2020-07-25 05:39:45,967 - mmaction - INFO - Epoch [4][480/3757] lr: 2.000e-02, eta: 2 days, 23:13:19, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.3859, top5_acc: 0.6672, loss_cls: 2.7521, loss: 2.7521, grad_norm: 3.9117 2020-07-25 05:39:59,214 - mmaction - INFO - Epoch [4][500/3757] lr: 2.000e-02, eta: 2 days, 23:12:44, time: 0.670, data_time: 0.010, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8310, loss: 2.8310, grad_norm: 4.1162 2020-07-25 05:40:12,147 - mmaction - INFO - Epoch [4][520/3757] lr: 2.000e-02, eta: 2 days, 23:11:51, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.7069, loss: 2.7069, grad_norm: 3.8964 2020-07-25 05:40:25,014 - mmaction - INFO - Epoch [4][540/3757] lr: 2.000e-02, eta: 2 days, 23:11:01, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8471, loss: 2.8471, grad_norm: 3.9901 2020-07-25 05:40:37,961 - mmaction - INFO - Epoch [4][560/3757] lr: 2.000e-02, eta: 2 days, 23:10:10, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7812, loss: 2.7812, grad_norm: 4.0024 2020-07-25 05:40:51,922 - mmaction - INFO - Epoch [4][580/3757] lr: 2.000e-02, eta: 2 days, 23:09:55, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6453, loss_cls: 2.7447, loss: 2.7447, grad_norm: 3.9190 2020-07-25 05:41:05,372 - mmaction - INFO - Epoch [4][600/3757] lr: 2.000e-02, eta: 2 days, 23:09:18, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.8359, loss: 2.8359, grad_norm: 3.9945 2020-07-25 05:41:18,741 - mmaction - INFO - Epoch [4][620/3757] lr: 2.000e-02, eta: 2 days, 23:08:45, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6633, loss_cls: 2.6863, loss: 2.6863, grad_norm: 3.9030 2020-07-25 05:41:31,651 - mmaction - INFO - Epoch [4][640/3757] lr: 2.000e-02, eta: 2 days, 23:07:55, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.7669, loss: 2.7669, grad_norm: 4.1071 2020-07-25 05:41:45,407 - mmaction - INFO - Epoch [4][660/3757] lr: 2.000e-02, eta: 2 days, 23:07:31, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.6698, loss: 2.6698, grad_norm: 3.9102 2020-07-25 05:41:58,850 - mmaction - INFO - Epoch [4][680/3757] lr: 2.000e-02, eta: 2 days, 23:06:59, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6352, loss_cls: 2.8261, loss: 2.8261, grad_norm: 3.7916 2020-07-25 05:42:12,237 - mmaction - INFO - Epoch [4][700/3757] lr: 2.000e-02, eta: 2 days, 23:06:21, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8600, loss: 2.8600, grad_norm: 3.9013 2020-07-25 05:42:25,334 - mmaction - INFO - Epoch [4][720/3757] lr: 2.000e-02, eta: 2 days, 23:05:40, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6477, loss_cls: 2.6899, loss: 2.6899, grad_norm: 3.9726 2020-07-25 05:42:38,733 - mmaction - INFO - Epoch [4][740/3757] lr: 2.000e-02, eta: 2 days, 23:05:04, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8193, loss: 2.8193, grad_norm: 4.0107 2020-07-25 05:42:51,702 - mmaction - INFO - Epoch [4][760/3757] lr: 2.000e-02, eta: 2 days, 23:04:17, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8308, loss: 2.8308, grad_norm: 3.9276 2020-07-25 05:43:04,799 - mmaction - INFO - Epoch [4][780/3757] lr: 2.000e-02, eta: 2 days, 23:03:34, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6523, loss_cls: 2.8180, loss: 2.8180, grad_norm: 3.9399 2020-07-25 05:43:18,560 - mmaction - INFO - Epoch [4][800/3757] lr: 2.000e-02, eta: 2 days, 23:03:10, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8931, loss: 2.8931, grad_norm: 3.9918 2020-07-25 05:43:32,343 - mmaction - INFO - Epoch [4][820/3757] lr: 2.000e-02, eta: 2 days, 23:02:45, time: 0.684, data_time: 0.009, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6266, loss_cls: 2.8294, loss: 2.8294, grad_norm: 3.8243 2020-07-25 05:43:45,044 - mmaction - INFO - Epoch [4][840/3757] lr: 2.000e-02, eta: 2 days, 23:01:53, time: 0.640, data_time: 0.009, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6623, loss: 2.6623, grad_norm: 3.8533 2020-07-25 05:43:58,850 - mmaction - INFO - Epoch [4][860/3757] lr: 2.000e-02, eta: 2 days, 23:01:29, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6561, loss: 2.6561, grad_norm: 4.0424 2020-07-25 05:44:12,547 - mmaction - INFO - Epoch [4][880/3757] lr: 2.000e-02, eta: 2 days, 23:01:06, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.7960, loss: 2.7960, grad_norm: 4.0088 2020-07-25 05:44:25,396 - mmaction - INFO - Epoch [4][900/3757] lr: 2.000e-02, eta: 2 days, 23:00:15, time: 0.642, data_time: 0.002, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.6103, loss: 2.6103, grad_norm: 4.0021 2020-07-25 05:44:38,632 - mmaction - INFO - Epoch [4][920/3757] lr: 2.000e-02, eta: 2 days, 22:59:37, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6523, loss_cls: 2.7530, loss: 2.7530, grad_norm: 3.9278 2020-07-25 05:44:52,824 - mmaction - INFO - Epoch [4][940/3757] lr: 2.000e-02, eta: 2 days, 22:59:27, time: 0.710, data_time: 0.003, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.8338, loss: 2.8338, grad_norm: 3.8902 2020-07-25 05:45:06,551 - mmaction - INFO - Epoch [4][960/3757] lr: 2.000e-02, eta: 2 days, 22:59:02, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6445, loss_cls: 2.8141, loss: 2.8141, grad_norm: 3.8825 2020-07-25 05:45:19,184 - mmaction - INFO - Epoch [4][980/3757] lr: 2.000e-02, eta: 2 days, 22:58:07, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7487, loss: 2.7487, grad_norm: 3.8771 2020-07-25 05:45:33,169 - mmaction - INFO - Epoch [4][1000/3757] lr: 2.000e-02, eta: 2 days, 22:57:47, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.8310, loss: 2.8310, grad_norm: 3.9755 2020-07-25 05:45:45,950 - mmaction - INFO - Epoch [4][1020/3757] lr: 2.000e-02, eta: 2 days, 22:56:58, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8529, loss: 2.8529, grad_norm: 3.8283 2020-07-25 05:46:00,246 - mmaction - INFO - Epoch [4][1040/3757] lr: 2.000e-02, eta: 2 days, 22:56:50, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7040, loss: 2.7040, grad_norm: 3.7617 2020-07-25 05:46:13,140 - mmaction - INFO - Epoch [4][1060/3757] lr: 2.000e-02, eta: 2 days, 22:56:02, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6367, loss_cls: 2.7338, loss: 2.7338, grad_norm: 3.7795 2020-07-25 05:46:26,119 - mmaction - INFO - Epoch [4][1080/3757] lr: 2.000e-02, eta: 2 days, 22:55:13, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.7071, loss: 2.7071, grad_norm: 3.8107 2020-07-25 05:46:39,029 - mmaction - INFO - Epoch [4][1100/3757] lr: 2.000e-02, eta: 2 days, 22:54:29, time: 0.652, data_time: 0.010, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6648, loss_cls: 2.6739, loss: 2.6739, grad_norm: 3.8681 2020-07-25 05:46:52,659 - mmaction - INFO - Epoch [4][1120/3757] lr: 2.000e-02, eta: 2 days, 22:54:00, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.7965, loss: 2.7965, grad_norm: 3.9223 2020-07-25 05:47:06,760 - mmaction - INFO - Epoch [4][1140/3757] lr: 2.000e-02, eta: 2 days, 22:53:51, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6422, loss_cls: 2.7753, loss: 2.7753, grad_norm: 4.0597 2020-07-25 05:47:19,594 - mmaction - INFO - Epoch [4][1160/3757] lr: 2.000e-02, eta: 2 days, 22:52:57, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7454, loss: 2.7454, grad_norm: 3.7249 2020-07-25 05:47:33,081 - mmaction - INFO - Epoch [4][1180/3757] lr: 2.000e-02, eta: 2 days, 22:52:30, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.8067, loss: 2.8067, grad_norm: 3.8710 2020-07-25 05:47:46,128 - mmaction - INFO - Epoch [4][1200/3757] lr: 2.000e-02, eta: 2 days, 22:51:46, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7480, loss: 2.7480, grad_norm: 3.9256 2020-07-25 05:48:00,315 - mmaction - INFO - Epoch [4][1220/3757] lr: 2.000e-02, eta: 2 days, 22:51:37, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6391, loss_cls: 2.8145, loss: 2.8145, grad_norm: 3.8060 2020-07-25 05:48:13,029 - mmaction - INFO - Epoch [4][1240/3757] lr: 2.000e-02, eta: 2 days, 22:50:42, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7098, loss: 2.7098, grad_norm: 3.9416 2020-07-25 05:48:26,450 - mmaction - INFO - Epoch [4][1260/3757] lr: 2.000e-02, eta: 2 days, 22:50:13, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.7959, loss: 2.7959, grad_norm: 3.9164 2020-07-25 05:48:40,129 - mmaction - INFO - Epoch [4][1280/3757] lr: 2.000e-02, eta: 2 days, 22:49:45, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.7721, loss: 2.7721, grad_norm: 3.8143 2020-07-25 05:48:53,590 - mmaction - INFO - Epoch [4][1300/3757] lr: 2.000e-02, eta: 2 days, 22:49:17, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7878, loss: 2.7878, grad_norm: 3.8233 2020-07-25 05:49:06,920 - mmaction - INFO - Epoch [4][1320/3757] lr: 2.000e-02, eta: 2 days, 22:48:39, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6656, loss_cls: 2.7143, loss: 2.7143, grad_norm: 4.0570 2020-07-25 05:49:20,905 - mmaction - INFO - Epoch [4][1340/3757] lr: 2.000e-02, eta: 2 days, 22:48:27, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6117, loss_cls: 2.9088, loss: 2.9088, grad_norm: 3.7615 2020-07-25 05:49:34,576 - mmaction - INFO - Epoch [4][1360/3757] lr: 2.000e-02, eta: 2 days, 22:47:59, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.7617, loss: 2.7617, grad_norm: 3.8819 2020-07-25 05:49:47,965 - mmaction - INFO - Epoch [4][1380/3757] lr: 2.000e-02, eta: 2 days, 22:47:29, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.5521, loss: 2.5521, grad_norm: 3.7650 2020-07-25 05:50:01,320 - mmaction - INFO - Epoch [4][1400/3757] lr: 2.000e-02, eta: 2 days, 22:46:55, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6445, loss_cls: 2.7468, loss: 2.7468, grad_norm: 3.8259 2020-07-25 05:50:15,104 - mmaction - INFO - Epoch [4][1420/3757] lr: 2.000e-02, eta: 2 days, 22:46:34, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.8234, loss: 2.8234, grad_norm: 3.8895 2020-07-25 05:50:27,971 - mmaction - INFO - Epoch [4][1440/3757] lr: 2.000e-02, eta: 2 days, 22:45:43, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6680, loss_cls: 2.6350, loss: 2.6350, grad_norm: 3.8567 2020-07-25 05:50:40,802 - mmaction - INFO - Epoch [4][1460/3757] lr: 2.000e-02, eta: 2 days, 22:44:58, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7300, loss: 2.7300, grad_norm: 3.8513 2020-07-25 05:50:54,297 - mmaction - INFO - Epoch [4][1480/3757] lr: 2.000e-02, eta: 2 days, 22:44:27, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6469, loss_cls: 2.7651, loss: 2.7651, grad_norm: 3.9124 2020-07-25 05:51:07,702 - mmaction - INFO - Epoch [4][1500/3757] lr: 2.000e-02, eta: 2 days, 22:43:57, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6570, loss_cls: 2.6844, loss: 2.6844, grad_norm: 4.1028 2020-07-25 05:51:21,033 - mmaction - INFO - Epoch [4][1520/3757] lr: 2.000e-02, eta: 2 days, 22:43:20, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7861, loss: 2.7861, grad_norm: 3.9725 2020-07-25 05:51:34,044 - mmaction - INFO - Epoch [4][1540/3757] lr: 2.000e-02, eta: 2 days, 22:42:40, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6406, loss_cls: 2.7536, loss: 2.7536, grad_norm: 4.0633 2020-07-25 05:51:47,044 - mmaction - INFO - Epoch [4][1560/3757] lr: 2.000e-02, eta: 2 days, 22:41:55, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7072, loss: 2.7072, grad_norm: 4.0084 2020-07-25 05:52:00,067 - mmaction - INFO - Epoch [4][1580/3757] lr: 2.000e-02, eta: 2 days, 22:41:14, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7420, loss: 2.7420, grad_norm: 3.8286 2020-07-25 05:52:13,112 - mmaction - INFO - Epoch [4][1600/3757] lr: 2.000e-02, eta: 2 days, 22:40:28, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7671, loss: 2.7671, grad_norm: 4.0089 2020-07-25 05:52:25,878 - mmaction - INFO - Epoch [4][1620/3757] lr: 2.000e-02, eta: 2 days, 22:39:43, time: 0.645, data_time: 0.011, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6219, loss_cls: 2.7912, loss: 2.7912, grad_norm: 4.0027 2020-07-25 05:52:39,542 - mmaction - INFO - Epoch [4][1640/3757] lr: 2.000e-02, eta: 2 days, 22:39:18, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.7767, loss: 2.7767, grad_norm: 3.9330 2020-07-25 05:52:53,279 - mmaction - INFO - Epoch [4][1660/3757] lr: 2.000e-02, eta: 2 days, 22:38:57, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7917, loss: 2.7917, grad_norm: 3.9249 2020-07-25 05:53:06,342 - mmaction - INFO - Epoch [4][1680/3757] lr: 2.000e-02, eta: 2 days, 22:38:13, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.3578, top5_acc: 0.6328, loss_cls: 2.7874, loss: 2.7874, grad_norm: 3.9138 2020-07-25 05:53:19,203 - mmaction - INFO - Epoch [4][1700/3757] lr: 2.000e-02, eta: 2 days, 22:37:30, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6477, loss_cls: 2.7027, loss: 2.7027, grad_norm: 4.0259 2020-07-25 05:53:32,210 - mmaction - INFO - Epoch [4][1720/3757] lr: 2.000e-02, eta: 2 days, 22:36:46, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7823, loss: 2.7823, grad_norm: 3.8506 2020-07-25 05:53:45,305 - mmaction - INFO - Epoch [4][1740/3757] lr: 2.000e-02, eta: 2 days, 22:36:08, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8624, loss: 2.8624, grad_norm: 3.7293 2020-07-25 05:53:58,505 - mmaction - INFO - Epoch [4][1760/3757] lr: 2.000e-02, eta: 2 days, 22:35:28, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.6859, loss: 2.6859, grad_norm: 3.8523 2020-07-25 05:54:11,921 - mmaction - INFO - Epoch [4][1780/3757] lr: 2.000e-02, eta: 2 days, 22:35:00, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6172, loss_cls: 2.8593, loss: 2.8593, grad_norm: 3.8048 2020-07-25 05:54:25,035 - mmaction - INFO - Epoch [4][1800/3757] lr: 2.000e-02, eta: 2 days, 22:34:20, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8291, loss: 2.8291, grad_norm: 3.9234 2020-07-25 05:54:39,337 - mmaction - INFO - Epoch [4][1820/3757] lr: 2.000e-02, eta: 2 days, 22:34:16, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7665, loss: 2.7665, grad_norm: 3.7849 2020-07-25 05:54:52,810 - mmaction - INFO - Epoch [4][1840/3757] lr: 2.000e-02, eta: 2 days, 22:33:46, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6320, loss_cls: 2.8166, loss: 2.8166, grad_norm: 3.7807 2020-07-25 05:55:06,068 - mmaction - INFO - Epoch [4][1860/3757] lr: 2.000e-02, eta: 2 days, 22:33:11, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8369, loss: 2.8369, grad_norm: 3.8588 2020-07-25 05:55:19,548 - mmaction - INFO - Epoch [4][1880/3757] lr: 2.000e-02, eta: 2 days, 22:32:43, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6484, loss_cls: 2.7305, loss: 2.7305, grad_norm: 3.7264 2020-07-25 05:55:33,224 - mmaction - INFO - Epoch [4][1900/3757] lr: 2.000e-02, eta: 2 days, 22:32:17, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7157, loss: 2.7157, grad_norm: 3.9179 2020-07-25 05:55:46,862 - mmaction - INFO - Epoch [4][1920/3757] lr: 2.000e-02, eta: 2 days, 22:31:56, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.7344, loss: 2.7344, grad_norm: 3.9009 2020-07-25 05:56:00,411 - mmaction - INFO - Epoch [4][1940/3757] lr: 2.000e-02, eta: 2 days, 22:31:27, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7232, loss: 2.7232, grad_norm: 3.8395 2020-07-25 05:56:13,961 - mmaction - INFO - Epoch [4][1960/3757] lr: 2.000e-02, eta: 2 days, 22:31:02, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6414, loss_cls: 2.7387, loss: 2.7387, grad_norm: 4.0506 2020-07-25 05:56:26,723 - mmaction - INFO - Epoch [4][1980/3757] lr: 2.000e-02, eta: 2 days, 22:30:12, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.3773, top5_acc: 0.6438, loss_cls: 2.7725, loss: 2.7725, grad_norm: 3.8469 2020-07-25 05:56:39,707 - mmaction - INFO - Epoch [4][2000/3757] lr: 2.000e-02, eta: 2 days, 22:29:33, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8503, loss: 2.8503, grad_norm: 3.8653 2020-07-25 05:56:53,392 - mmaction - INFO - Epoch [4][2020/3757] lr: 2.000e-02, eta: 2 days, 22:29:07, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8039, loss: 2.8039, grad_norm: 3.8774 2020-07-25 05:57:07,675 - mmaction - INFO - Epoch [4][2040/3757] lr: 2.000e-02, eta: 2 days, 22:29:03, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6211, loss_cls: 2.8536, loss: 2.8536, grad_norm: 3.8353 2020-07-25 05:57:21,013 - mmaction - INFO - Epoch [4][2060/3757] lr: 2.000e-02, eta: 2 days, 22:28:30, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7656, loss: 2.7656, grad_norm: 3.8671 2020-07-25 05:57:33,882 - mmaction - INFO - Epoch [4][2080/3757] lr: 2.000e-02, eta: 2 days, 22:27:46, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3609, top5_acc: 0.6422, loss_cls: 2.7833, loss: 2.7833, grad_norm: 3.7653 2020-07-25 05:57:47,181 - mmaction - INFO - Epoch [4][2100/3757] lr: 2.000e-02, eta: 2 days, 22:27:11, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.6854, loss: 2.6854, grad_norm: 4.0185 2020-07-25 05:58:00,411 - mmaction - INFO - Epoch [4][2120/3757] lr: 2.000e-02, eta: 2 days, 22:26:39, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6516, loss_cls: 2.7479, loss: 2.7479, grad_norm: 3.8647 2020-07-25 05:58:13,323 - mmaction - INFO - Epoch [4][2140/3757] lr: 2.000e-02, eta: 2 days, 22:25:55, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8088, loss: 2.8088, grad_norm: 3.9319 2020-07-25 05:58:26,010 - mmaction - INFO - Epoch [4][2160/3757] lr: 2.000e-02, eta: 2 days, 22:25:06, time: 0.635, data_time: 0.003, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.6748, loss: 2.6748, grad_norm: 3.6968 2020-07-25 05:58:39,342 - mmaction - INFO - Epoch [4][2180/3757] lr: 2.000e-02, eta: 2 days, 22:24:34, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6760, loss: 2.6760, grad_norm: 4.0188 2020-07-25 05:58:52,969 - mmaction - INFO - Epoch [4][2200/3757] lr: 2.000e-02, eta: 2 days, 22:24:10, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6594, loss_cls: 2.6962, loss: 2.6962, grad_norm: 3.8525 2020-07-25 05:59:06,098 - mmaction - INFO - Epoch [4][2220/3757] lr: 2.000e-02, eta: 2 days, 22:23:31, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6305, loss_cls: 2.7939, loss: 2.7939, grad_norm: 3.9685 2020-07-25 05:59:19,183 - mmaction - INFO - Epoch [4][2240/3757] lr: 2.000e-02, eta: 2 days, 22:22:54, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8218, loss: 2.8218, grad_norm: 3.8983 2020-07-25 05:59:32,132 - mmaction - INFO - Epoch [4][2260/3757] lr: 2.000e-02, eta: 2 days, 22:22:12, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.8011, loss: 2.8011, grad_norm: 3.8745 2020-07-25 05:59:44,955 - mmaction - INFO - Epoch [4][2280/3757] lr: 2.000e-02, eta: 2 days, 22:21:27, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.6065, loss: 2.6065, grad_norm: 3.9875 2020-07-25 05:59:57,864 - mmaction - INFO - Epoch [4][2300/3757] lr: 2.000e-02, eta: 2 days, 22:20:43, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.8503, loss: 2.8503, grad_norm: 3.7667 2020-07-25 06:00:12,091 - mmaction - INFO - Epoch [4][2320/3757] lr: 2.000e-02, eta: 2 days, 22:20:35, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7608, loss: 2.7608, grad_norm: 3.7781 2020-07-25 06:00:27,768 - mmaction - INFO - Epoch [4][2340/3757] lr: 2.000e-02, eta: 2 days, 22:20:57, time: 0.767, data_time: 0.013, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6695, loss_cls: 2.6770, loss: 2.6770, grad_norm: 4.0781 2020-07-25 06:00:41,397 - mmaction - INFO - Epoch [4][2360/3757] lr: 2.000e-02, eta: 2 days, 22:20:45, time: 0.703, data_time: 0.027, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6508, loss_cls: 2.7180, loss: 2.7180, grad_norm: 3.9126 2020-07-25 06:00:54,014 - mmaction - INFO - Epoch [4][2380/3757] lr: 2.000e-02, eta: 2 days, 22:19:54, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6297, loss_cls: 2.7697, loss: 2.7697, grad_norm: 3.8134 2020-07-25 06:01:07,454 - mmaction - INFO - Epoch [4][2400/3757] lr: 2.000e-02, eta: 2 days, 22:19:26, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6320, loss_cls: 2.8502, loss: 2.8502, grad_norm: 3.8486 2020-07-25 06:01:21,134 - mmaction - INFO - Epoch [4][2420/3757] lr: 2.000e-02, eta: 2 days, 22:19:00, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.3773, top5_acc: 0.6367, loss_cls: 2.8126, loss: 2.8126, grad_norm: 3.9068 2020-07-25 06:01:34,069 - mmaction - INFO - Epoch [4][2440/3757] lr: 2.000e-02, eta: 2 days, 22:18:21, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.3516, top5_acc: 0.6125, loss_cls: 2.9102, loss: 2.9102, grad_norm: 4.3268 2020-07-25 06:01:47,614 - mmaction - INFO - Epoch [4][2460/3757] lr: 2.000e-02, eta: 2 days, 22:17:54, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6461, loss_cls: 2.6338, loss: 2.6338, grad_norm: 3.7768 2020-07-25 06:02:00,833 - mmaction - INFO - Epoch [4][2480/3757] lr: 2.000e-02, eta: 2 days, 22:17:22, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.7012, loss: 2.7012, grad_norm: 3.9672 2020-07-25 06:02:13,614 - mmaction - INFO - Epoch [4][2500/3757] lr: 2.000e-02, eta: 2 days, 22:16:33, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.7791, loss: 2.7791, grad_norm: 3.9055 2020-07-25 06:02:27,049 - mmaction - INFO - Epoch [4][2520/3757] lr: 2.000e-02, eta: 2 days, 22:16:08, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7759, loss: 2.7759, grad_norm: 4.0282 2020-07-25 06:02:39,885 - mmaction - INFO - Epoch [4][2540/3757] lr: 2.000e-02, eta: 2 days, 22:15:25, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6680, loss_cls: 2.7132, loss: 2.7132, grad_norm: 3.9153 2020-07-25 06:02:54,359 - mmaction - INFO - Epoch [4][2560/3757] lr: 2.000e-02, eta: 2 days, 22:15:23, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.3680, top5_acc: 0.6297, loss_cls: 2.8683, loss: 2.8683, grad_norm: 3.9679 2020-07-25 06:03:07,609 - mmaction - INFO - Epoch [4][2580/3757] lr: 2.000e-02, eta: 2 days, 22:14:50, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7602, loss: 2.7602, grad_norm: 3.8410 2020-07-25 06:03:20,248 - mmaction - INFO - Epoch [4][2600/3757] lr: 2.000e-02, eta: 2 days, 22:14:00, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6570, loss_cls: 2.7080, loss: 2.7080, grad_norm: 3.8377 2020-07-25 06:03:33,673 - mmaction - INFO - Epoch [4][2620/3757] lr: 2.000e-02, eta: 2 days, 22:13:33, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.3688, top5_acc: 0.6328, loss_cls: 2.8214, loss: 2.8214, grad_norm: 3.7570 2020-07-25 06:03:46,440 - mmaction - INFO - Epoch [4][2640/3757] lr: 2.000e-02, eta: 2 days, 22:12:48, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6477, loss_cls: 2.7144, loss: 2.7144, grad_norm: 3.7753 2020-07-25 06:03:59,278 - mmaction - INFO - Epoch [4][2660/3757] lr: 2.000e-02, eta: 2 days, 22:12:04, time: 0.642, data_time: 0.002, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6578, loss_cls: 2.6835, loss: 2.6835, grad_norm: 4.0384 2020-07-25 06:04:12,460 - mmaction - INFO - Epoch [4][2680/3757] lr: 2.000e-02, eta: 2 days, 22:11:27, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7696, loss: 2.7696, grad_norm: 3.9248 2020-07-25 06:04:26,218 - mmaction - INFO - Epoch [4][2700/3757] lr: 2.000e-02, eta: 2 days, 22:11:10, time: 0.694, data_time: 0.009, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.7158, loss: 2.7158, grad_norm: 4.0490 2020-07-25 06:04:39,428 - mmaction - INFO - Epoch [4][2720/3757] lr: 2.000e-02, eta: 2 days, 22:10:36, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6383, loss_cls: 2.7537, loss: 2.7537, grad_norm: 3.9380 2020-07-25 06:04:52,346 - mmaction - INFO - Epoch [4][2740/3757] lr: 2.000e-02, eta: 2 days, 22:09:55, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6586, loss_cls: 2.7053, loss: 2.7053, grad_norm: 3.8553 2020-07-25 06:05:06,049 - mmaction - INFO - Epoch [4][2760/3757] lr: 2.000e-02, eta: 2 days, 22:09:32, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6500, loss_cls: 2.6896, loss: 2.6896, grad_norm: 3.9449 2020-07-25 06:05:18,739 - mmaction - INFO - Epoch [4][2780/3757] lr: 2.000e-02, eta: 2 days, 22:08:48, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.3773, top5_acc: 0.6570, loss_cls: 2.7226, loss: 2.7226, grad_norm: 3.8677 2020-07-25 06:05:32,589 - mmaction - INFO - Epoch [4][2800/3757] lr: 2.000e-02, eta: 2 days, 22:08:29, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7532, loss: 2.7532, grad_norm: 3.8797 2020-07-25 06:05:46,113 - mmaction - INFO - Epoch [4][2820/3757] lr: 2.000e-02, eta: 2 days, 22:08:05, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6516, loss_cls: 2.6388, loss: 2.6388, grad_norm: 3.5906 2020-07-25 06:05:58,873 - mmaction - INFO - Epoch [4][2840/3757] lr: 2.000e-02, eta: 2 days, 22:07:20, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6803, loss: 2.6803, grad_norm: 3.7107 2020-07-25 06:06:11,644 - mmaction - INFO - Epoch [4][2860/3757] lr: 2.000e-02, eta: 2 days, 22:06:36, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.7826, loss: 2.7826, grad_norm: 3.7977 2020-07-25 06:06:25,053 - mmaction - INFO - Epoch [4][2880/3757] lr: 2.000e-02, eta: 2 days, 22:06:05, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7542, loss: 2.7542, grad_norm: 3.8636 2020-07-25 06:06:37,873 - mmaction - INFO - Epoch [4][2900/3757] lr: 2.000e-02, eta: 2 days, 22:05:25, time: 0.647, data_time: 0.010, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6477, loss_cls: 2.7221, loss: 2.7221, grad_norm: 3.8770 2020-07-25 06:06:50,898 - mmaction - INFO - Epoch [4][2920/3757] lr: 2.000e-02, eta: 2 days, 22:04:44, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.7262, loss: 2.7262, grad_norm: 3.7461 2020-07-25 06:07:03,804 - mmaction - INFO - Epoch [4][2940/3757] lr: 2.000e-02, eta: 2 days, 22:04:07, time: 0.652, data_time: 0.009, memory: 7079, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.6759, loss: 2.6759, grad_norm: 3.8854 2020-07-25 06:07:17,704 - mmaction - INFO - Epoch [4][2960/3757] lr: 2.000e-02, eta: 2 days, 22:03:50, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6516, loss_cls: 2.7335, loss: 2.7335, grad_norm: 3.9477 2020-07-25 06:07:30,413 - mmaction - INFO - Epoch [4][2980/3757] lr: 2.000e-02, eta: 2 days, 22:03:06, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.3766, top5_acc: 0.6547, loss_cls: 2.7757, loss: 2.7757, grad_norm: 4.0072 2020-07-25 06:07:43,428 - mmaction - INFO - Epoch [4][3000/3757] lr: 2.000e-02, eta: 2 days, 22:02:27, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.7856, loss: 2.7856, grad_norm: 3.9052 2020-07-25 06:07:56,930 - mmaction - INFO - Epoch [4][3020/3757] lr: 2.000e-02, eta: 2 days, 22:02:02, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7445, loss: 2.7445, grad_norm: 3.8686 2020-07-25 06:08:09,896 - mmaction - INFO - Epoch [4][3040/3757] lr: 2.000e-02, eta: 2 days, 22:01:23, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.6965, loss: 2.6965, grad_norm: 3.7850 2020-07-25 06:08:23,071 - mmaction - INFO - Epoch [4][3060/3757] lr: 2.000e-02, eta: 2 days, 22:00:50, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.3555, top5_acc: 0.6297, loss_cls: 2.7985, loss: 2.7985, grad_norm: 3.9976 2020-07-25 06:08:36,460 - mmaction - INFO - Epoch [4][3080/3757] lr: 2.000e-02, eta: 2 days, 22:00:20, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6477, loss_cls: 2.7482, loss: 2.7482, grad_norm: 3.9097 2020-07-25 06:08:49,648 - mmaction - INFO - Epoch [4][3100/3757] lr: 2.000e-02, eta: 2 days, 21:59:49, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.7365, loss: 2.7365, grad_norm: 3.8796 2020-07-25 06:09:03,259 - mmaction - INFO - Epoch [4][3120/3757] lr: 2.000e-02, eta: 2 days, 21:59:24, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.7339, loss: 2.7339, grad_norm: 4.0391 2020-07-25 06:09:17,069 - mmaction - INFO - Epoch [4][3140/3757] lr: 2.000e-02, eta: 2 days, 21:59:09, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6359, loss_cls: 2.8140, loss: 2.8140, grad_norm: 3.8352 2020-07-25 06:09:29,941 - mmaction - INFO - Epoch [4][3160/3757] lr: 2.000e-02, eta: 2 days, 21:58:27, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.3703, top5_acc: 0.6297, loss_cls: 2.8244, loss: 2.8244, grad_norm: 3.9941 2020-07-25 06:09:42,910 - mmaction - INFO - Epoch [4][3180/3757] lr: 2.000e-02, eta: 2 days, 21:57:50, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.3859, top5_acc: 0.6312, loss_cls: 2.7628, loss: 2.7628, grad_norm: 3.8281 2020-07-25 06:09:56,048 - mmaction - INFO - Epoch [4][3200/3757] lr: 2.000e-02, eta: 2 days, 21:57:14, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6562, loss_cls: 2.7620, loss: 2.7620, grad_norm: 3.7195 2020-07-25 06:10:09,719 - mmaction - INFO - Epoch [4][3220/3757] lr: 2.000e-02, eta: 2 days, 21:56:55, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.7566, loss: 2.7566, grad_norm: 3.7748 2020-07-25 06:10:23,349 - mmaction - INFO - Epoch [4][3240/3757] lr: 2.000e-02, eta: 2 days, 21:56:34, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7259, loss: 2.7259, grad_norm: 3.9783 2020-07-25 06:10:36,878 - mmaction - INFO - Epoch [4][3260/3757] lr: 2.000e-02, eta: 2 days, 21:56:09, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6422, loss_cls: 2.8429, loss: 2.8429, grad_norm: 3.8982 2020-07-25 06:10:50,498 - mmaction - INFO - Epoch [4][3280/3757] lr: 2.000e-02, eta: 2 days, 21:55:47, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6555, loss_cls: 2.6365, loss: 2.6365, grad_norm: 3.7499 2020-07-25 06:11:04,341 - mmaction - INFO - Epoch [4][3300/3757] lr: 2.000e-02, eta: 2 days, 21:55:28, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.3734, top5_acc: 0.6516, loss_cls: 2.7581, loss: 2.7581, grad_norm: 3.8260 2020-07-25 06:11:17,058 - mmaction - INFO - Epoch [4][3320/3757] lr: 2.000e-02, eta: 2 days, 21:54:47, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6695, loss_cls: 2.6729, loss: 2.6729, grad_norm: 3.9327 2020-07-25 06:11:30,384 - mmaction - INFO - Epoch [4][3340/3757] lr: 2.000e-02, eta: 2 days, 21:54:17, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.7114, loss: 2.7114, grad_norm: 3.8389 2020-07-25 06:11:43,390 - mmaction - INFO - Epoch [4][3360/3757] lr: 2.000e-02, eta: 2 days, 21:53:40, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8097, loss: 2.8097, grad_norm: 3.7636 2020-07-25 06:11:56,191 - mmaction - INFO - Epoch [4][3380/3757] lr: 2.000e-02, eta: 2 days, 21:52:59, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.7145, loss: 2.7145, grad_norm: 3.7671 2020-07-25 06:12:09,751 - mmaction - INFO - Epoch [4][3400/3757] lr: 2.000e-02, eta: 2 days, 21:52:34, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6414, loss_cls: 2.7588, loss: 2.7588, grad_norm: 4.0325 2020-07-25 06:12:22,861 - mmaction - INFO - Epoch [4][3420/3757] lr: 2.000e-02, eta: 2 days, 21:52:01, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7138, loss: 2.7138, grad_norm: 3.8053 2020-07-25 06:12:35,843 - mmaction - INFO - Epoch [4][3440/3757] lr: 2.000e-02, eta: 2 days, 21:51:21, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6664, loss_cls: 2.6750, loss: 2.6750, grad_norm: 3.8756 2020-07-25 06:12:49,302 - mmaction - INFO - Epoch [4][3460/3757] lr: 2.000e-02, eta: 2 days, 21:50:58, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6555, loss_cls: 2.6778, loss: 2.6778, grad_norm: 3.7820 2020-07-25 06:13:02,182 - mmaction - INFO - Epoch [4][3480/3757] lr: 2.000e-02, eta: 2 days, 21:50:18, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.8224, loss: 2.8224, grad_norm: 3.9033 2020-07-25 06:13:15,952 - mmaction - INFO - Epoch [4][3500/3757] lr: 2.000e-02, eta: 2 days, 21:50:01, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.3859, top5_acc: 0.6633, loss_cls: 2.6351, loss: 2.6351, grad_norm: 3.9569 2020-07-25 06:13:28,559 - mmaction - INFO - Epoch [4][3520/3757] lr: 2.000e-02, eta: 2 days, 21:49:14, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6539, loss_cls: 2.6898, loss: 2.6898, grad_norm: 3.9070 2020-07-25 06:13:41,475 - mmaction - INFO - Epoch [4][3540/3757] lr: 2.000e-02, eta: 2 days, 21:48:36, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6578, loss_cls: 2.7079, loss: 2.7079, grad_norm: 3.9911 2020-07-25 06:13:55,095 - mmaction - INFO - Epoch [4][3560/3757] lr: 2.000e-02, eta: 2 days, 21:48:12, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7306, loss: 2.7306, grad_norm: 3.8337 2020-07-25 06:14:07,866 - mmaction - INFO - Epoch [4][3580/3757] lr: 2.000e-02, eta: 2 days, 21:47:32, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.7328, loss: 2.7328, grad_norm: 3.9604 2020-07-25 06:14:21,108 - mmaction - INFO - Epoch [4][3600/3757] lr: 2.000e-02, eta: 2 days, 21:47:00, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.3742, top5_acc: 0.6477, loss_cls: 2.7352, loss: 2.7352, grad_norm: 3.9507 2020-07-25 06:14:34,712 - mmaction - INFO - Epoch [4][3620/3757] lr: 2.000e-02, eta: 2 days, 21:46:41, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6824, loss: 2.6824, grad_norm: 3.8435 2020-07-25 06:14:47,487 - mmaction - INFO - Epoch [4][3640/3757] lr: 2.000e-02, eta: 2 days, 21:45:56, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6508, loss_cls: 2.6839, loss: 2.6839, grad_norm: 4.0740 2020-07-25 06:15:00,480 - mmaction - INFO - Epoch [4][3660/3757] lr: 2.000e-02, eta: 2 days, 21:45:22, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7471, loss: 2.7471, grad_norm: 3.7144 2020-07-25 06:15:13,409 - mmaction - INFO - Epoch [4][3680/3757] lr: 2.000e-02, eta: 2 days, 21:44:44, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.3594, top5_acc: 0.6484, loss_cls: 2.7801, loss: 2.7801, grad_norm: 4.0564 2020-07-25 06:15:26,845 - mmaction - INFO - Epoch [4][3700/3757] lr: 2.000e-02, eta: 2 days, 21:44:18, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.6978, loss: 2.6978, grad_norm: 3.8961 2020-07-25 06:15:40,060 - mmaction - INFO - Epoch [4][3720/3757] lr: 2.000e-02, eta: 2 days, 21:43:47, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7435, loss: 2.7435, grad_norm: 3.6674 2020-07-25 06:15:53,864 - mmaction - INFO - Epoch [4][3740/3757] lr: 2.000e-02, eta: 2 days, 21:43:29, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.7449, loss: 2.7449, grad_norm: 3.9573 2020-07-25 06:16:04,649 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-25 06:16:30,107 - mmaction - INFO - Epoch [5][20/3757] lr: 2.000e-02, eta: 2 days, 21:42:20, time: 1.196, data_time: 0.564, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6586, loss_cls: 2.6482, loss: 2.6482, grad_norm: 3.9290 2020-07-25 06:16:42,404 - mmaction - INFO - Epoch [5][40/3757] lr: 2.000e-02, eta: 2 days, 21:41:27, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.3859, top5_acc: 0.6516, loss_cls: 2.7225, loss: 2.7225, grad_norm: 4.0521 2020-07-25 06:16:54,763 - mmaction - INFO - Epoch [5][60/3757] lr: 2.000e-02, eta: 2 days, 21:40:35, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6413, loss: 2.6413, grad_norm: 4.1282 2020-07-25 06:17:07,127 - mmaction - INFO - Epoch [5][80/3757] lr: 2.000e-02, eta: 2 days, 21:39:45, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.6897, loss: 2.6897, grad_norm: 3.9150 2020-07-25 06:17:19,676 - mmaction - INFO - Epoch [5][100/3757] lr: 2.000e-02, eta: 2 days, 21:38:58, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6867, loss_cls: 2.5559, loss: 2.5559, grad_norm: 4.0272 2020-07-25 06:17:32,026 - mmaction - INFO - Epoch [5][120/3757] lr: 2.000e-02, eta: 2 days, 21:38:08, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6341, loss: 2.6341, grad_norm: 3.6883 2020-07-25 06:17:44,709 - mmaction - INFO - Epoch [5][140/3757] lr: 2.000e-02, eta: 2 days, 21:37:23, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6734, loss_cls: 2.6502, loss: 2.6502, grad_norm: 3.9106 2020-07-25 06:17:57,603 - mmaction - INFO - Epoch [5][160/3757] lr: 2.000e-02, eta: 2 days, 21:36:48, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.6028, loss: 2.6028, grad_norm: 3.9652 2020-07-25 06:18:10,479 - mmaction - INFO - Epoch [5][180/3757] lr: 2.000e-02, eta: 2 days, 21:36:08, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.6222, loss: 2.6222, grad_norm: 3.8217 2020-07-25 06:18:23,133 - mmaction - INFO - Epoch [5][200/3757] lr: 2.000e-02, eta: 2 days, 21:35:25, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6602, loss_cls: 2.7089, loss: 2.7089, grad_norm: 3.8743 2020-07-25 06:18:37,198 - mmaction - INFO - Epoch [5][220/3757] lr: 2.000e-02, eta: 2 days, 21:35:15, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6594, loss_cls: 2.7057, loss: 2.7057, grad_norm: 3.8121 2020-07-25 06:18:50,610 - mmaction - INFO - Epoch [5][240/3757] lr: 2.000e-02, eta: 2 days, 21:34:51, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6375, loss_cls: 2.7624, loss: 2.7624, grad_norm: 3.8838 2020-07-25 06:19:04,246 - mmaction - INFO - Epoch [5][260/3757] lr: 2.000e-02, eta: 2 days, 21:34:29, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.3727, top5_acc: 0.6492, loss_cls: 2.7834, loss: 2.7834, grad_norm: 3.8818 2020-07-25 06:19:17,984 - mmaction - INFO - Epoch [5][280/3757] lr: 2.000e-02, eta: 2 days, 21:34:12, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7178, loss: 2.7178, grad_norm: 3.9095 2020-07-25 06:19:30,691 - mmaction - INFO - Epoch [5][300/3757] lr: 2.000e-02, eta: 2 days, 21:33:29, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.6078, loss: 2.6078, grad_norm: 3.8486 2020-07-25 06:19:43,474 - mmaction - INFO - Epoch [5][320/3757] lr: 2.000e-02, eta: 2 days, 21:32:50, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.6469, loss: 2.6469, grad_norm: 3.9646 2020-07-25 06:19:56,367 - mmaction - INFO - Epoch [5][340/3757] lr: 2.000e-02, eta: 2 days, 21:32:12, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6445, loss_cls: 2.7273, loss: 2.7273, grad_norm: 3.7614 2020-07-25 06:20:11,205 - mmaction - INFO - Epoch [5][360/3757] lr: 2.000e-02, eta: 2 days, 21:32:21, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6523, loss_cls: 2.6907, loss: 2.6907, grad_norm: 3.8701 2020-07-25 06:20:23,819 - mmaction - INFO - Epoch [5][380/3757] lr: 2.000e-02, eta: 2 days, 21:31:37, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6602, loss_cls: 2.5940, loss: 2.5940, grad_norm: 3.9895 2020-07-25 06:20:37,005 - mmaction - INFO - Epoch [5][400/3757] lr: 2.000e-02, eta: 2 days, 21:31:07, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.6825, loss: 2.6825, grad_norm: 3.8817 2020-07-25 06:20:50,850 - mmaction - INFO - Epoch [5][420/3757] lr: 2.000e-02, eta: 2 days, 21:30:52, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.7371, loss: 2.7371, grad_norm: 3.7862 2020-07-25 06:21:03,931 - mmaction - INFO - Epoch [5][440/3757] lr: 2.000e-02, eta: 2 days, 21:30:19, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.6666, loss: 2.6666, grad_norm: 3.9210 2020-07-25 06:21:17,462 - mmaction - INFO - Epoch [5][460/3757] lr: 2.000e-02, eta: 2 days, 21:29:56, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.7479, loss: 2.7479, grad_norm: 3.8619 2020-07-25 06:21:30,360 - mmaction - INFO - Epoch [5][480/3757] lr: 2.000e-02, eta: 2 days, 21:29:19, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.6653, loss: 2.6653, grad_norm: 4.0310 2020-07-25 06:21:43,205 - mmaction - INFO - Epoch [5][500/3757] lr: 2.000e-02, eta: 2 days, 21:28:40, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.6953, loss: 2.6953, grad_norm: 4.0012 2020-07-25 06:21:55,926 - mmaction - INFO - Epoch [5][520/3757] lr: 2.000e-02, eta: 2 days, 21:28:01, time: 0.639, data_time: 0.009, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.6657, loss: 2.6657, grad_norm: 3.9678 2020-07-25 06:22:09,800 - mmaction - INFO - Epoch [5][540/3757] lr: 2.000e-02, eta: 2 days, 21:27:46, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.7191, loss: 2.7191, grad_norm: 3.9474 2020-07-25 06:22:22,793 - mmaction - INFO - Epoch [5][560/3757] lr: 2.000e-02, eta: 2 days, 21:27:12, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.3664, top5_acc: 0.6320, loss_cls: 2.8221, loss: 2.8221, grad_norm: 3.9867 2020-07-25 06:22:35,792 - mmaction - INFO - Epoch [5][580/3757] lr: 2.000e-02, eta: 2 days, 21:26:35, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6522, loss: 2.6522, grad_norm: 3.8821 2020-07-25 06:22:48,692 - mmaction - INFO - Epoch [5][600/3757] lr: 2.000e-02, eta: 2 days, 21:26:01, time: 0.650, data_time: 0.009, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6758, loss_cls: 2.6325, loss: 2.6325, grad_norm: 3.9069 2020-07-25 06:23:01,407 - mmaction - INFO - Epoch [5][620/3757] lr: 2.000e-02, eta: 2 days, 21:25:20, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6950, loss: 2.6950, grad_norm: 3.7843 2020-07-25 06:23:14,978 - mmaction - INFO - Epoch [5][640/3757] lr: 2.000e-02, eta: 2 days, 21:24:59, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6594, loss_cls: 2.7132, loss: 2.7132, grad_norm: 3.8672 2020-07-25 06:23:28,905 - mmaction - INFO - Epoch [5][660/3757] lr: 2.000e-02, eta: 2 days, 21:24:46, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6633, loss_cls: 2.6576, loss: 2.6576, grad_norm: 3.8314 2020-07-25 06:23:43,278 - mmaction - INFO - Epoch [5][680/3757] lr: 2.000e-02, eta: 2 days, 21:24:41, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6664, loss_cls: 2.6387, loss: 2.6387, grad_norm: 3.9167 2020-07-25 06:23:55,730 - mmaction - INFO - Epoch [5][700/3757] lr: 2.000e-02, eta: 2 days, 21:23:57, time: 0.627, data_time: 0.010, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6602, loss_cls: 2.6573, loss: 2.6573, grad_norm: 3.8559 2020-07-25 06:24:09,446 - mmaction - INFO - Epoch [5][720/3757] lr: 2.000e-02, eta: 2 days, 21:23:37, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6875, loss_cls: 2.5876, loss: 2.5876, grad_norm: 3.8716 2020-07-25 06:24:23,005 - mmaction - INFO - Epoch [5][740/3757] lr: 2.000e-02, eta: 2 days, 21:23:18, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.6392, loss: 2.6392, grad_norm: 3.9091 2020-07-25 06:24:36,881 - mmaction - INFO - Epoch [5][760/3757] lr: 2.000e-02, eta: 2 days, 21:23:02, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6398, loss_cls: 2.7268, loss: 2.7268, grad_norm: 3.8395 2020-07-25 06:24:50,093 - mmaction - INFO - Epoch [5][780/3757] lr: 2.000e-02, eta: 2 days, 21:22:35, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4772, loss: 2.4772, grad_norm: 3.8839 2020-07-25 06:25:03,291 - mmaction - INFO - Epoch [5][800/3757] lr: 2.000e-02, eta: 2 days, 21:22:06, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.6961, loss: 2.6961, grad_norm: 3.8234 2020-07-25 06:25:16,254 - mmaction - INFO - Epoch [5][820/3757] lr: 2.000e-02, eta: 2 days, 21:21:31, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6789, loss_cls: 2.5604, loss: 2.5604, grad_norm: 3.8180 2020-07-25 06:25:29,903 - mmaction - INFO - Epoch [5][840/3757] lr: 2.000e-02, eta: 2 days, 21:21:10, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6586, loss_cls: 2.6682, loss: 2.6682, grad_norm: 3.8757 2020-07-25 06:25:42,639 - mmaction - INFO - Epoch [5][860/3757] lr: 2.000e-02, eta: 2 days, 21:20:32, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.5600, loss: 2.5600, grad_norm: 3.8082 2020-07-25 06:25:56,150 - mmaction - INFO - Epoch [5][880/3757] lr: 2.000e-02, eta: 2 days, 21:20:10, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.3719, top5_acc: 0.6367, loss_cls: 2.7752, loss: 2.7752, grad_norm: 3.9921 2020-07-25 06:26:08,961 - mmaction - INFO - Epoch [5][900/3757] lr: 2.000e-02, eta: 2 days, 21:19:32, time: 0.640, data_time: 0.002, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6609, loss: 2.6609, grad_norm: 3.9189 2020-07-25 06:26:22,912 - mmaction - INFO - Epoch [5][920/3757] lr: 2.000e-02, eta: 2 days, 21:19:18, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7452, loss: 2.7452, grad_norm: 3.9178 2020-07-25 06:26:35,504 - mmaction - INFO - Epoch [5][940/3757] lr: 2.000e-02, eta: 2 days, 21:18:37, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 2.7021, loss: 2.7021, grad_norm: 3.6793 2020-07-25 06:26:49,012 - mmaction - INFO - Epoch [5][960/3757] lr: 2.000e-02, eta: 2 days, 21:18:13, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.6722, loss: 2.6722, grad_norm: 4.0792 2020-07-25 06:27:01,794 - mmaction - INFO - Epoch [5][980/3757] lr: 2.000e-02, eta: 2 days, 21:17:37, time: 0.643, data_time: 0.009, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.7368, loss: 2.7368, grad_norm: 3.8294 2020-07-25 06:27:15,182 - mmaction - INFO - Epoch [5][1000/3757] lr: 2.000e-02, eta: 2 days, 21:17:10, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6695, loss_cls: 2.5968, loss: 2.5968, grad_norm: 3.9995 2020-07-25 06:27:28,741 - mmaction - INFO - Epoch [5][1020/3757] lr: 2.000e-02, eta: 2 days, 21:16:51, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.6109, loss: 2.6109, grad_norm: 3.8381 2020-07-25 06:27:42,931 - mmaction - INFO - Epoch [5][1040/3757] lr: 2.000e-02, eta: 2 days, 21:16:42, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6477, loss_cls: 2.7463, loss: 2.7463, grad_norm: 3.9104 2020-07-25 06:27:56,278 - mmaction - INFO - Epoch [5][1060/3757] lr: 2.000e-02, eta: 2 days, 21:16:19, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.6797, loss: 2.6797, grad_norm: 3.7630 2020-07-25 06:28:09,221 - mmaction - INFO - Epoch [5][1080/3757] lr: 2.000e-02, eta: 2 days, 21:15:44, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6594, loss_cls: 2.6408, loss: 2.6408, grad_norm: 3.7431 2020-07-25 06:28:22,226 - mmaction - INFO - Epoch [5][1100/3757] lr: 2.000e-02, eta: 2 days, 21:15:11, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6594, loss_cls: 2.7242, loss: 2.7242, grad_norm: 3.9711 2020-07-25 06:28:35,842 - mmaction - INFO - Epoch [5][1120/3757] lr: 2.000e-02, eta: 2 days, 21:14:51, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6988, loss: 2.6988, grad_norm: 3.8115 2020-07-25 06:28:48,361 - mmaction - INFO - Epoch [5][1140/3757] lr: 2.000e-02, eta: 2 days, 21:14:08, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6523, loss_cls: 2.6592, loss: 2.6592, grad_norm: 3.6932 2020-07-25 06:29:01,260 - mmaction - INFO - Epoch [5][1160/3757] lr: 2.000e-02, eta: 2 days, 21:13:31, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5999, loss: 2.5999, grad_norm: 3.8613 2020-07-25 06:29:14,069 - mmaction - INFO - Epoch [5][1180/3757] lr: 2.000e-02, eta: 2 days, 21:12:55, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6842, loss: 2.6842, grad_norm: 3.7824 2020-07-25 06:29:27,850 - mmaction - INFO - Epoch [5][1200/3757] lr: 2.000e-02, eta: 2 days, 21:12:39, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7039, loss_cls: 2.4894, loss: 2.4894, grad_norm: 3.9338 2020-07-25 06:29:40,968 - mmaction - INFO - Epoch [5][1220/3757] lr: 2.000e-02, eta: 2 days, 21:12:09, time: 0.656, data_time: 0.003, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6617, loss_cls: 2.6803, loss: 2.6803, grad_norm: 4.0291 2020-07-25 06:29:54,569 - mmaction - INFO - Epoch [5][1240/3757] lr: 2.000e-02, eta: 2 days, 21:11:48, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6759, loss: 2.6759, grad_norm: 3.7299 2020-07-25 06:30:08,222 - mmaction - INFO - Epoch [5][1260/3757] lr: 2.000e-02, eta: 2 days, 21:11:31, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6742, loss_cls: 2.5800, loss: 2.5800, grad_norm: 3.8447 2020-07-25 06:30:21,159 - mmaction - INFO - Epoch [5][1280/3757] lr: 2.000e-02, eta: 2 days, 21:10:57, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6487, loss: 2.6487, grad_norm: 3.9610 2020-07-25 06:30:34,577 - mmaction - INFO - Epoch [5][1300/3757] lr: 2.000e-02, eta: 2 days, 21:10:34, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6349, loss: 2.6349, grad_norm: 3.9133 2020-07-25 06:30:48,335 - mmaction - INFO - Epoch [5][1320/3757] lr: 2.000e-02, eta: 2 days, 21:10:17, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6633, loss_cls: 2.5486, loss: 2.5486, grad_norm: 3.7376 2020-07-25 06:31:00,883 - mmaction - INFO - Epoch [5][1340/3757] lr: 2.000e-02, eta: 2 days, 21:09:35, time: 0.627, data_time: 0.004, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.5669, loss: 2.5669, grad_norm: 3.8571 2020-07-25 06:31:14,656 - mmaction - INFO - Epoch [5][1360/3757] lr: 2.000e-02, eta: 2 days, 21:09:18, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6672, loss: 2.6672, grad_norm: 3.6983 2020-07-25 06:31:27,510 - mmaction - INFO - Epoch [5][1380/3757] lr: 2.000e-02, eta: 2 days, 21:08:43, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6602, loss_cls: 2.6356, loss: 2.6356, grad_norm: 3.7844 2020-07-25 06:31:41,113 - mmaction - INFO - Epoch [5][1400/3757] lr: 2.000e-02, eta: 2 days, 21:08:24, time: 0.681, data_time: 0.010, memory: 7079, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.6766, loss: 2.6766, grad_norm: 3.7495 2020-07-25 06:31:54,369 - mmaction - INFO - Epoch [5][1420/3757] lr: 2.000e-02, eta: 2 days, 21:07:57, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6687, loss_cls: 2.5907, loss: 2.5907, grad_norm: 3.9719 2020-07-25 06:32:07,256 - mmaction - INFO - Epoch [5][1440/3757] lr: 2.000e-02, eta: 2 days, 21:07:21, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7695, loss: 2.7695, grad_norm: 3.8966 2020-07-25 06:32:20,300 - mmaction - INFO - Epoch [5][1460/3757] lr: 2.000e-02, eta: 2 days, 21:06:51, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6410, loss: 2.6410, grad_norm: 3.7766 2020-07-25 06:32:33,307 - mmaction - INFO - Epoch [5][1480/3757] lr: 2.000e-02, eta: 2 days, 21:06:16, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7363, loss: 2.7363, grad_norm: 3.7668 2020-07-25 06:32:45,909 - mmaction - INFO - Epoch [5][1500/3757] lr: 2.000e-02, eta: 2 days, 21:05:37, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6594, loss_cls: 2.6371, loss: 2.6371, grad_norm: 3.7721 2020-07-25 06:32:58,823 - mmaction - INFO - Epoch [5][1520/3757] lr: 2.000e-02, eta: 2 days, 21:05:01, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6484, loss_cls: 2.6484, loss: 2.6484, grad_norm: 3.8503 2020-07-25 06:33:11,685 - mmaction - INFO - Epoch [5][1540/3757] lr: 2.000e-02, eta: 2 days, 21:04:28, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6602, loss_cls: 2.7010, loss: 2.7010, grad_norm: 3.7687 2020-07-25 06:33:24,754 - mmaction - INFO - Epoch [5][1560/3757] lr: 2.000e-02, eta: 2 days, 21:03:57, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.6845, loss: 2.6845, grad_norm: 3.8647 2020-07-25 06:33:38,487 - mmaction - INFO - Epoch [5][1580/3757] lr: 2.000e-02, eta: 2 days, 21:03:41, time: 0.687, data_time: 0.002, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5773, loss: 2.5773, grad_norm: 3.8012 2020-07-25 06:33:51,234 - mmaction - INFO - Epoch [5][1600/3757] lr: 2.000e-02, eta: 2 days, 21:03:03, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.7186, loss: 2.7186, grad_norm: 3.9408 2020-07-25 06:34:03,989 - mmaction - INFO - Epoch [5][1620/3757] lr: 2.000e-02, eta: 2 days, 21:02:24, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.6767, loss: 2.6767, grad_norm: 3.7927 2020-07-25 06:34:16,839 - mmaction - INFO - Epoch [5][1640/3757] lr: 2.000e-02, eta: 2 days, 21:01:50, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6479, loss: 2.6479, grad_norm: 3.9422 2020-07-25 06:34:30,876 - mmaction - INFO - Epoch [5][1660/3757] lr: 2.000e-02, eta: 2 days, 21:01:39, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6164, loss: 2.6164, grad_norm: 3.7751 2020-07-25 06:34:44,059 - mmaction - INFO - Epoch [5][1680/3757] lr: 2.000e-02, eta: 2 days, 21:01:12, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.6679, loss: 2.6679, grad_norm: 3.9106 2020-07-25 06:34:57,685 - mmaction - INFO - Epoch [5][1700/3757] lr: 2.000e-02, eta: 2 days, 21:00:51, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.3656, top5_acc: 0.6578, loss_cls: 2.7318, loss: 2.7318, grad_norm: 3.8670 2020-07-25 06:35:10,498 - mmaction - INFO - Epoch [5][1720/3757] lr: 2.000e-02, eta: 2 days, 21:00:18, time: 0.646, data_time: 0.009, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.6543, loss: 2.6543, grad_norm: 3.8737 2020-07-25 06:35:24,237 - mmaction - INFO - Epoch [5][1740/3757] lr: 2.000e-02, eta: 2 days, 21:00:01, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.6893, loss: 2.6893, grad_norm: 3.9680 2020-07-25 06:35:36,998 - mmaction - INFO - Epoch [5][1760/3757] lr: 2.000e-02, eta: 2 days, 20:59:25, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.7119, loss: 2.7119, grad_norm: 3.8583 2020-07-25 06:35:50,417 - mmaction - INFO - Epoch [5][1780/3757] lr: 2.000e-02, eta: 2 days, 20:59:02, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.6869, loss: 2.6869, grad_norm: 3.8649 2020-07-25 06:36:03,419 - mmaction - INFO - Epoch [5][1800/3757] lr: 2.000e-02, eta: 2 days, 20:58:31, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.7464, loss: 2.7464, grad_norm: 3.8376 2020-07-25 06:36:16,288 - mmaction - INFO - Epoch [5][1820/3757] lr: 2.000e-02, eta: 2 days, 20:57:55, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6781, loss_cls: 2.6119, loss: 2.6119, grad_norm: 4.0366 2020-07-25 06:36:29,143 - mmaction - INFO - Epoch [5][1840/3757] lr: 2.000e-02, eta: 2 days, 20:57:21, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6102, loss: 2.6102, grad_norm: 3.8497 2020-07-25 06:36:43,174 - mmaction - INFO - Epoch [5][1860/3757] lr: 2.000e-02, eta: 2 days, 20:57:11, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7131, loss: 2.7131, grad_norm: 3.7481 2020-07-25 06:36:55,809 - mmaction - INFO - Epoch [5][1880/3757] lr: 2.000e-02, eta: 2 days, 20:56:32, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6457, loss: 2.6457, grad_norm: 3.8326 2020-07-25 06:37:08,739 - mmaction - INFO - Epoch [5][1900/3757] lr: 2.000e-02, eta: 2 days, 20:55:58, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.6304, loss: 2.6304, grad_norm: 3.8848 2020-07-25 06:37:21,548 - mmaction - INFO - Epoch [5][1920/3757] lr: 2.000e-02, eta: 2 days, 20:55:24, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.3859, top5_acc: 0.6547, loss_cls: 2.7139, loss: 2.7139, grad_norm: 3.9748 2020-07-25 06:37:35,317 - mmaction - INFO - Epoch [5][1940/3757] lr: 2.000e-02, eta: 2 days, 20:55:08, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6422, loss_cls: 2.6934, loss: 2.6934, grad_norm: 3.9293 2020-07-25 06:37:48,754 - mmaction - INFO - Epoch [5][1960/3757] lr: 2.000e-02, eta: 2 days, 20:54:47, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6602, loss_cls: 2.6708, loss: 2.6708, grad_norm: 3.9949 2020-07-25 06:38:02,200 - mmaction - INFO - Epoch [5][1980/3757] lr: 2.000e-02, eta: 2 days, 20:54:23, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 2.6137, loss: 2.6137, grad_norm: 3.9457 2020-07-25 06:38:14,851 - mmaction - INFO - Epoch [5][2000/3757] lr: 2.000e-02, eta: 2 days, 20:53:46, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.7256, loss: 2.7256, grad_norm: 3.8258 2020-07-25 06:38:27,646 - mmaction - INFO - Epoch [5][2020/3757] lr: 2.000e-02, eta: 2 days, 20:53:08, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6617, loss_cls: 2.6791, loss: 2.6791, grad_norm: 3.8973 2020-07-25 06:38:41,202 - mmaction - INFO - Epoch [5][2040/3757] lr: 2.000e-02, eta: 2 days, 20:52:50, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6727, loss_cls: 2.6670, loss: 2.6670, grad_norm: 3.9164 2020-07-25 06:38:54,110 - mmaction - INFO - Epoch [5][2060/3757] lr: 2.000e-02, eta: 2 days, 20:52:16, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6903, loss: 2.6903, grad_norm: 3.8665 2020-07-25 06:39:07,825 - mmaction - INFO - Epoch [5][2080/3757] lr: 2.000e-02, eta: 2 days, 20:52:01, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6453, loss_cls: 2.6555, loss: 2.6555, grad_norm: 3.7896 2020-07-25 06:39:20,945 - mmaction - INFO - Epoch [5][2100/3757] lr: 2.000e-02, eta: 2 days, 20:51:30, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6434, loss: 2.6434, grad_norm: 3.8810 2020-07-25 06:39:34,301 - mmaction - INFO - Epoch [5][2120/3757] lr: 2.000e-02, eta: 2 days, 20:51:09, time: 0.675, data_time: 0.009, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6566, loss: 2.6566, grad_norm: 3.8141 2020-07-25 06:39:47,382 - mmaction - INFO - Epoch [5][2140/3757] lr: 2.000e-02, eta: 2 days, 20:50:39, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6828, loss_cls: 2.6110, loss: 2.6110, grad_norm: 4.0327 2020-07-25 06:39:59,997 - mmaction - INFO - Epoch [5][2160/3757] lr: 2.000e-02, eta: 2 days, 20:50:00, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6602, loss_cls: 2.6840, loss: 2.6840, grad_norm: 3.8144 2020-07-25 06:40:13,516 - mmaction - INFO - Epoch [5][2180/3757] lr: 2.000e-02, eta: 2 days, 20:49:40, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6664, loss_cls: 2.6238, loss: 2.6238, grad_norm: 3.8533 2020-07-25 06:40:27,070 - mmaction - INFO - Epoch [5][2200/3757] lr: 2.000e-02, eta: 2 days, 20:49:21, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.7053, loss: 2.7053, grad_norm: 3.9515 2020-07-25 06:40:39,796 - mmaction - INFO - Epoch [5][2220/3757] lr: 2.000e-02, eta: 2 days, 20:48:44, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.6306, loss: 2.6306, grad_norm: 3.8131 2020-07-25 06:40:53,481 - mmaction - INFO - Epoch [5][2240/3757] lr: 2.000e-02, eta: 2 days, 20:48:27, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7226, loss: 2.7226, grad_norm: 3.8096 2020-07-25 06:41:07,100 - mmaction - INFO - Epoch [5][2260/3757] lr: 2.000e-02, eta: 2 days, 20:48:09, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5954, loss: 2.5954, grad_norm: 3.9797 2020-07-25 06:41:21,102 - mmaction - INFO - Epoch [5][2280/3757] lr: 2.000e-02, eta: 2 days, 20:47:59, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6065, loss: 2.6065, grad_norm: 3.8091 2020-07-25 06:41:33,860 - mmaction - INFO - Epoch [5][2300/3757] lr: 2.000e-02, eta: 2 days, 20:47:22, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7015, loss: 2.7015, grad_norm: 3.7832 2020-07-25 06:41:47,406 - mmaction - INFO - Epoch [5][2320/3757] lr: 2.000e-02, eta: 2 days, 20:47:04, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.6052, loss: 2.6052, grad_norm: 3.8542 2020-07-25 06:42:00,270 - mmaction - INFO - Epoch [5][2340/3757] lr: 2.000e-02, eta: 2 days, 20:46:29, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7120, loss: 2.7120, grad_norm: 3.9146 2020-07-25 06:42:13,035 - mmaction - INFO - Epoch [5][2360/3757] lr: 2.000e-02, eta: 2 days, 20:45:55, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6960, loss: 2.6960, grad_norm: 3.9415 2020-07-25 06:42:26,695 - mmaction - INFO - Epoch [5][2380/3757] lr: 2.000e-02, eta: 2 days, 20:45:38, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6445, loss_cls: 2.6957, loss: 2.6957, grad_norm: 3.8854 2020-07-25 06:42:40,030 - mmaction - INFO - Epoch [5][2400/3757] lr: 2.000e-02, eta: 2 days, 20:45:14, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6664, loss_cls: 2.6047, loss: 2.6047, grad_norm: 3.8379 2020-07-25 06:42:53,771 - mmaction - INFO - Epoch [5][2420/3757] lr: 2.000e-02, eta: 2 days, 20:44:58, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6656, loss_cls: 2.6107, loss: 2.6107, grad_norm: 4.0147 2020-07-25 06:43:06,590 - mmaction - INFO - Epoch [5][2440/3757] lr: 2.000e-02, eta: 2 days, 20:44:24, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5581, loss: 2.5581, grad_norm: 3.9202 2020-07-25 06:43:19,033 - mmaction - INFO - Epoch [5][2460/3757] lr: 2.000e-02, eta: 2 days, 20:43:40, time: 0.616, data_time: 0.007, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6594, loss_cls: 2.6439, loss: 2.6439, grad_norm: 3.7571 2020-07-25 06:43:31,510 - mmaction - INFO - Epoch [5][2480/3757] lr: 2.000e-02, eta: 2 days, 20:43:01, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.5820, loss: 2.5820, grad_norm: 3.8441 2020-07-25 06:43:44,045 - mmaction - INFO - Epoch [5][2500/3757] lr: 2.000e-02, eta: 2 days, 20:42:21, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6406, loss_cls: 2.6741, loss: 2.6741, grad_norm: 3.6708 2020-07-25 06:43:57,608 - mmaction - INFO - Epoch [5][2520/3757] lr: 2.000e-02, eta: 2 days, 20:42:03, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6648, loss_cls: 2.6646, loss: 2.6646, grad_norm: 3.7421 2020-07-25 06:44:10,244 - mmaction - INFO - Epoch [5][2540/3757] lr: 2.000e-02, eta: 2 days, 20:41:25, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6617, loss_cls: 2.6856, loss: 2.6856, grad_norm: 3.8222 2020-07-25 06:44:23,186 - mmaction - INFO - Epoch [5][2560/3757] lr: 2.000e-02, eta: 2 days, 20:40:52, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.3953, top5_acc: 0.6672, loss_cls: 2.6237, loss: 2.6237, grad_norm: 3.9343 2020-07-25 06:44:36,490 - mmaction - INFO - Epoch [5][2580/3757] lr: 2.000e-02, eta: 2 days, 20:40:29, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.6095, loss: 2.6095, grad_norm: 3.9799 2020-07-25 06:44:49,554 - mmaction - INFO - Epoch [5][2600/3757] lr: 2.000e-02, eta: 2 days, 20:39:58, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6813, loss_cls: 2.5729, loss: 2.5729, grad_norm: 3.8100 2020-07-25 06:45:02,240 - mmaction - INFO - Epoch [5][2620/3757] lr: 2.000e-02, eta: 2 days, 20:39:23, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6750, loss_cls: 2.5816, loss: 2.5816, grad_norm: 3.7495 2020-07-25 06:45:15,733 - mmaction - INFO - Epoch [5][2640/3757] lr: 2.000e-02, eta: 2 days, 20:39:03, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6805, loss_cls: 2.5910, loss: 2.5910, grad_norm: 3.9129 2020-07-25 06:45:29,075 - mmaction - INFO - Epoch [5][2660/3757] lr: 2.000e-02, eta: 2 days, 20:38:40, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6398, loss_cls: 2.7153, loss: 2.7153, grad_norm: 3.9957 2020-07-25 06:45:41,715 - mmaction - INFO - Epoch [5][2680/3757] lr: 2.000e-02, eta: 2 days, 20:38:03, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6075, loss: 2.6075, grad_norm: 3.9042 2020-07-25 06:45:55,454 - mmaction - INFO - Epoch [5][2700/3757] lr: 2.000e-02, eta: 2 days, 20:37:45, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.7425, loss: 2.7425, grad_norm: 3.8284 2020-07-25 06:46:08,856 - mmaction - INFO - Epoch [5][2720/3757] lr: 2.000e-02, eta: 2 days, 20:37:26, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5854, loss: 2.5854, grad_norm: 3.8483 2020-07-25 06:46:21,714 - mmaction - INFO - Epoch [5][2740/3757] lr: 2.000e-02, eta: 2 days, 20:36:51, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.5980, loss: 2.5980, grad_norm: 3.9003 2020-07-25 06:46:34,754 - mmaction - INFO - Epoch [5][2760/3757] lr: 2.000e-02, eta: 2 days, 20:36:24, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6500, loss_cls: 2.7117, loss: 2.7117, grad_norm: 4.0631 2020-07-25 06:46:47,824 - mmaction - INFO - Epoch [5][2780/3757] lr: 2.000e-02, eta: 2 days, 20:35:55, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.3758, top5_acc: 0.6492, loss_cls: 2.7416, loss: 2.7416, grad_norm: 3.8754 2020-07-25 06:47:01,261 - mmaction - INFO - Epoch [5][2800/3757] lr: 2.000e-02, eta: 2 days, 20:35:34, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.6323, loss: 2.6323, grad_norm: 3.6332 2020-07-25 06:47:14,394 - mmaction - INFO - Epoch [5][2820/3757] lr: 2.000e-02, eta: 2 days, 20:35:05, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6766, loss_cls: 2.5922, loss: 2.5922, grad_norm: 3.9115 2020-07-25 06:47:27,208 - mmaction - INFO - Epoch [5][2840/3757] lr: 2.000e-02, eta: 2 days, 20:34:34, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6914, loss_cls: 2.5882, loss: 2.5882, grad_norm: 3.8977 2020-07-25 06:47:41,833 - mmaction - INFO - Epoch [5][2860/3757] lr: 2.000e-02, eta: 2 days, 20:34:35, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.6044, loss: 2.6044, grad_norm: 3.7580 2020-07-25 06:47:54,528 - mmaction - INFO - Epoch [5][2880/3757] lr: 2.000e-02, eta: 2 days, 20:34:00, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6672, loss_cls: 2.5854, loss: 2.5854, grad_norm: 3.9436 2020-07-25 06:48:07,524 - mmaction - INFO - Epoch [5][2900/3757] lr: 2.000e-02, eta: 2 days, 20:33:29, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6821, loss: 2.6821, grad_norm: 3.7622 2020-07-25 06:48:21,273 - mmaction - INFO - Epoch [5][2920/3757] lr: 2.000e-02, eta: 2 days, 20:33:16, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6719, loss_cls: 2.6866, loss: 2.6866, grad_norm: 3.8078 2020-07-25 06:48:33,977 - mmaction - INFO - Epoch [5][2940/3757] lr: 2.000e-02, eta: 2 days, 20:32:39, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6124, loss: 2.6124, grad_norm: 3.9415 2020-07-25 06:48:46,746 - mmaction - INFO - Epoch [5][2960/3757] lr: 2.000e-02, eta: 2 days, 20:32:06, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6336, loss_cls: 2.7441, loss: 2.7441, grad_norm: 3.8454 2020-07-25 06:49:00,066 - mmaction - INFO - Epoch [5][2980/3757] lr: 2.000e-02, eta: 2 days, 20:31:41, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.7552, loss: 2.7552, grad_norm: 3.8978 2020-07-25 06:49:12,825 - mmaction - INFO - Epoch [5][3000/3757] lr: 2.000e-02, eta: 2 days, 20:31:09, time: 0.644, data_time: 0.009, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6748, loss: 2.6748, grad_norm: 3.6678 2020-07-25 06:49:26,322 - mmaction - INFO - Epoch [5][3020/3757] lr: 2.000e-02, eta: 2 days, 20:30:48, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6703, loss_cls: 2.6172, loss: 2.6172, grad_norm: 3.9736 2020-07-25 06:49:39,835 - mmaction - INFO - Epoch [5][3040/3757] lr: 2.000e-02, eta: 2 days, 20:30:30, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5760, loss: 2.5760, grad_norm: 3.8420 2020-07-25 06:49:53,302 - mmaction - INFO - Epoch [5][3060/3757] lr: 2.000e-02, eta: 2 days, 20:30:09, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6824, loss: 2.6824, grad_norm: 3.7746 2020-07-25 06:50:05,858 - mmaction - INFO - Epoch [5][3080/3757] lr: 2.000e-02, eta: 2 days, 20:29:30, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6602, loss_cls: 2.7318, loss: 2.7318, grad_norm: 3.9686 2020-07-25 06:50:19,246 - mmaction - INFO - Epoch [5][3100/3757] lr: 2.000e-02, eta: 2 days, 20:29:09, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6562, loss_cls: 2.6450, loss: 2.6450, grad_norm: 3.9641 2020-07-25 06:50:32,446 - mmaction - INFO - Epoch [5][3120/3757] lr: 2.000e-02, eta: 2 days, 20:28:42, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6781, loss_cls: 2.6474, loss: 2.6474, grad_norm: 3.9021 2020-07-25 06:50:45,495 - mmaction - INFO - Epoch [5][3140/3757] lr: 2.000e-02, eta: 2 days, 20:28:15, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5830, loss: 2.5830, grad_norm: 3.9137 2020-07-25 06:50:58,960 - mmaction - INFO - Epoch [5][3160/3757] lr: 2.000e-02, eta: 2 days, 20:27:54, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6864, loss: 2.6864, grad_norm: 3.8694 2020-07-25 06:51:12,679 - mmaction - INFO - Epoch [5][3180/3757] lr: 2.000e-02, eta: 2 days, 20:27:40, time: 0.689, data_time: 0.009, memory: 7079, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7066, loss: 2.7066, grad_norm: 3.7744 2020-07-25 06:51:25,334 - mmaction - INFO - Epoch [5][3200/3757] lr: 2.000e-02, eta: 2 days, 20:27:02, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.7033, loss: 2.7033, grad_norm: 3.7201 2020-07-25 06:51:38,102 - mmaction - INFO - Epoch [5][3220/3757] lr: 2.000e-02, eta: 2 days, 20:26:30, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.6848, loss: 2.6848, grad_norm: 3.9168 2020-07-25 06:51:51,840 - mmaction - INFO - Epoch [5][3240/3757] lr: 2.000e-02, eta: 2 days, 20:26:14, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6602, loss_cls: 2.6552, loss: 2.6552, grad_norm: 3.9292 2020-07-25 06:52:04,549 - mmaction - INFO - Epoch [5][3260/3757] lr: 2.000e-02, eta: 2 days, 20:25:40, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.5743, loss: 2.5743, grad_norm: 3.8553 2020-07-25 06:52:17,332 - mmaction - INFO - Epoch [5][3280/3757] lr: 2.000e-02, eta: 2 days, 20:25:06, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.6734, loss: 2.6734, grad_norm: 3.7324 2020-07-25 06:52:30,081 - mmaction - INFO - Epoch [5][3300/3757] lr: 2.000e-02, eta: 2 days, 20:24:33, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6820, loss_cls: 2.5902, loss: 2.5902, grad_norm: 3.6490 2020-07-25 06:52:43,257 - mmaction - INFO - Epoch [5][3320/3757] lr: 2.000e-02, eta: 2 days, 20:24:08, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5993, loss: 2.5993, grad_norm: 3.7461 2020-07-25 06:52:56,369 - mmaction - INFO - Epoch [5][3340/3757] lr: 2.000e-02, eta: 2 days, 20:23:40, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.6283, loss: 2.6283, grad_norm: 4.0325 2020-07-25 06:53:08,961 - mmaction - INFO - Epoch [5][3360/3757] lr: 2.000e-02, eta: 2 days, 20:23:04, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6555, loss_cls: 2.7519, loss: 2.7519, grad_norm: 3.8047 2020-07-25 06:53:21,972 - mmaction - INFO - Epoch [5][3380/3757] lr: 2.000e-02, eta: 2 days, 20:22:36, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6368, loss: 2.6368, grad_norm: 3.6552 2020-07-25 06:53:35,146 - mmaction - INFO - Epoch [5][3400/3757] lr: 2.000e-02, eta: 2 days, 20:22:10, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.6514, loss: 2.6514, grad_norm: 3.8215 2020-07-25 06:53:49,059 - mmaction - INFO - Epoch [5][3420/3757] lr: 2.000e-02, eta: 2 days, 20:21:57, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6721, loss: 2.6721, grad_norm: 3.7771 2020-07-25 06:54:01,917 - mmaction - INFO - Epoch [5][3440/3757] lr: 2.000e-02, eta: 2 days, 20:21:27, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6789, loss_cls: 2.6088, loss: 2.6088, grad_norm: 3.7999 2020-07-25 06:54:15,010 - mmaction - INFO - Epoch [5][3460/3757] lr: 2.000e-02, eta: 2 days, 20:20:58, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5882, loss: 2.5882, grad_norm: 3.8542 2020-07-25 06:54:27,746 - mmaction - INFO - Epoch [5][3480/3757] lr: 2.000e-02, eta: 2 days, 20:20:26, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.7406, loss: 2.7406, grad_norm: 3.6836 2020-07-25 06:54:41,267 - mmaction - INFO - Epoch [5][3500/3757] lr: 2.000e-02, eta: 2 days, 20:20:07, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6578, loss_cls: 2.6602, loss: 2.6602, grad_norm: 3.9611 2020-07-25 06:54:54,526 - mmaction - INFO - Epoch [5][3520/3757] lr: 2.000e-02, eta: 2 days, 20:19:44, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6727, loss_cls: 2.6305, loss: 2.6305, grad_norm: 3.8142 2020-07-25 06:55:07,757 - mmaction - INFO - Epoch [5][3540/3757] lr: 2.000e-02, eta: 2 days, 20:19:19, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6664, loss_cls: 2.6648, loss: 2.6648, grad_norm: 3.8758 2020-07-25 06:55:20,550 - mmaction - INFO - Epoch [5][3560/3757] lr: 2.000e-02, eta: 2 days, 20:18:47, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6805, loss_cls: 2.6007, loss: 2.6007, grad_norm: 4.0149 2020-07-25 06:55:33,679 - mmaction - INFO - Epoch [5][3580/3757] lr: 2.000e-02, eta: 2 days, 20:18:20, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.7229, loss: 2.7229, grad_norm: 3.7059 2020-07-25 06:55:46,701 - mmaction - INFO - Epoch [5][3600/3757] lr: 2.000e-02, eta: 2 days, 20:17:53, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6617, loss_cls: 2.6754, loss: 2.6754, grad_norm: 3.8324 2020-07-25 06:55:59,589 - mmaction - INFO - Epoch [5][3620/3757] lr: 2.000e-02, eta: 2 days, 20:17:20, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6409, loss: 2.6409, grad_norm: 3.5994 2020-07-25 06:56:12,780 - mmaction - INFO - Epoch [5][3640/3757] lr: 2.000e-02, eta: 2 days, 20:16:57, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6719, loss_cls: 2.6479, loss: 2.6479, grad_norm: 3.8918 2020-07-25 06:56:25,625 - mmaction - INFO - Epoch [5][3660/3757] lr: 2.000e-02, eta: 2 days, 20:16:26, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6778, loss: 2.6778, grad_norm: 3.9268 2020-07-25 06:56:39,647 - mmaction - INFO - Epoch [5][3680/3757] lr: 2.000e-02, eta: 2 days, 20:16:16, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6398, loss: 2.6398, grad_norm: 3.8720 2020-07-25 06:56:53,092 - mmaction - INFO - Epoch [5][3700/3757] lr: 2.000e-02, eta: 2 days, 20:15:57, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6492, loss_cls: 2.6304, loss: 2.6304, grad_norm: 3.8118 2020-07-25 06:57:06,532 - mmaction - INFO - Epoch [5][3720/3757] lr: 2.000e-02, eta: 2 days, 20:15:35, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6695, loss_cls: 2.6699, loss: 2.6699, grad_norm: 3.8664 2020-07-25 06:57:19,674 - mmaction - INFO - Epoch [5][3740/3757] lr: 2.000e-02, eta: 2 days, 20:15:11, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.6177, loss: 2.6177, grad_norm: 3.8676 2020-07-25 06:57:32,072 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-25 06:57:53,918 - mmaction - INFO - Epoch [6][20/3757] lr: 2.000e-02, eta: 2 days, 20:13:08, time: 1.017, data_time: 0.384, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6641, loss_cls: 2.5987, loss: 2.5987, grad_norm: 3.8650 2020-07-25 06:58:06,093 - mmaction - INFO - Epoch [6][40/3757] lr: 2.000e-02, eta: 2 days, 20:12:24, time: 0.608, data_time: 0.002, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6953, loss_cls: 2.4755, loss: 2.4755, grad_norm: 3.7494 2020-07-25 06:58:18,774 - mmaction - INFO - Epoch [6][60/3757] lr: 2.000e-02, eta: 2 days, 20:11:50, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.5988, loss: 2.5988, grad_norm: 3.8673 2020-07-25 06:58:31,956 - mmaction - INFO - Epoch [6][80/3757] lr: 2.000e-02, eta: 2 days, 20:11:24, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.4606, loss: 2.4606, grad_norm: 4.0066 2020-07-25 06:58:44,464 - mmaction - INFO - Epoch [6][100/3757] lr: 2.000e-02, eta: 2 days, 20:10:48, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.6142, loss: 2.6142, grad_norm: 4.0538 2020-07-25 06:58:58,757 - mmaction - INFO - Epoch [6][120/3757] lr: 2.000e-02, eta: 2 days, 20:10:44, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6758, loss_cls: 2.5890, loss: 2.5890, grad_norm: 4.0165 2020-07-25 06:59:12,227 - mmaction - INFO - Epoch [6][140/3757] lr: 2.000e-02, eta: 2 days, 20:10:25, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6734, loss_cls: 2.5968, loss: 2.5968, grad_norm: 4.0557 2020-07-25 06:59:25,303 - mmaction - INFO - Epoch [6][160/3757] lr: 2.000e-02, eta: 2 days, 20:09:59, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6473, loss: 2.6473, grad_norm: 3.8241 2020-07-25 06:59:38,021 - mmaction - INFO - Epoch [6][180/3757] lr: 2.000e-02, eta: 2 days, 20:09:24, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.6727, loss: 2.6727, grad_norm: 3.9738 2020-07-25 06:59:50,844 - mmaction - INFO - Epoch [6][200/3757] lr: 2.000e-02, eta: 2 days, 20:08:53, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6836, loss_cls: 2.5014, loss: 2.5014, grad_norm: 3.9126 2020-07-25 07:00:05,515 - mmaction - INFO - Epoch [6][220/3757] lr: 2.000e-02, eta: 2 days, 20:08:54, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5900, loss: 2.5900, grad_norm: 3.9152 2020-07-25 07:00:19,260 - mmaction - INFO - Epoch [6][240/3757] lr: 2.000e-02, eta: 2 days, 20:08:40, time: 0.687, data_time: 0.015, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6625, loss_cls: 2.6566, loss: 2.6566, grad_norm: 3.7810 2020-07-25 07:00:32,803 - mmaction - INFO - Epoch [6][260/3757] lr: 2.000e-02, eta: 2 days, 20:08:25, time: 0.684, data_time: 0.020, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6750, loss_cls: 2.6037, loss: 2.6037, grad_norm: 3.9788 2020-07-25 07:00:45,536 - mmaction - INFO - Epoch [6][280/3757] lr: 2.000e-02, eta: 2 days, 20:07:53, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6422, loss_cls: 2.6572, loss: 2.6572, grad_norm: 3.8402 2020-07-25 07:00:59,830 - mmaction - INFO - Epoch [6][300/3757] lr: 2.000e-02, eta: 2 days, 20:07:48, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6633, loss_cls: 2.6277, loss: 2.6277, grad_norm: 3.8440 2020-07-25 07:01:13,259 - mmaction - INFO - Epoch [6][320/3757] lr: 2.000e-02, eta: 2 days, 20:07:29, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6430, loss_cls: 2.7235, loss: 2.7235, grad_norm: 3.8327 2020-07-25 07:01:26,526 - mmaction - INFO - Epoch [6][340/3757] lr: 2.000e-02, eta: 2 days, 20:07:04, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5239, loss: 2.5239, grad_norm: 3.9238 2020-07-25 07:01:39,395 - mmaction - INFO - Epoch [6][360/3757] lr: 2.000e-02, eta: 2 days, 20:06:36, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6734, loss_cls: 2.5748, loss: 2.5748, grad_norm: 3.8222 2020-07-25 07:01:52,525 - mmaction - INFO - Epoch [6][380/3757] lr: 2.000e-02, eta: 2 days, 20:06:09, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5851, loss: 2.5851, grad_norm: 3.8899 2020-07-25 07:02:05,634 - mmaction - INFO - Epoch [6][400/3757] lr: 2.000e-02, eta: 2 days, 20:05:45, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5379, loss: 2.5379, grad_norm: 3.7609 2020-07-25 07:02:18,146 - mmaction - INFO - Epoch [6][420/3757] lr: 2.000e-02, eta: 2 days, 20:05:08, time: 0.626, data_time: 0.002, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5322, loss: 2.5322, grad_norm: 4.0941 2020-07-25 07:02:31,392 - mmaction - INFO - Epoch [6][440/3757] lr: 2.000e-02, eta: 2 days, 20:04:43, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6711, loss_cls: 2.5796, loss: 2.5796, grad_norm: 3.8951 2020-07-25 07:02:44,735 - mmaction - INFO - Epoch [6][460/3757] lr: 2.000e-02, eta: 2 days, 20:04:24, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6105, loss: 2.6105, grad_norm: 3.9663 2020-07-25 07:02:58,219 - mmaction - INFO - Epoch [6][480/3757] lr: 2.000e-02, eta: 2 days, 20:04:05, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5454, loss: 2.5454, grad_norm: 3.8224 2020-07-25 07:03:10,713 - mmaction - INFO - Epoch [6][500/3757] lr: 2.000e-02, eta: 2 days, 20:03:28, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6165, loss: 2.6165, grad_norm: 3.8061 2020-07-25 07:03:24,244 - mmaction - INFO - Epoch [6][520/3757] lr: 2.000e-02, eta: 2 days, 20:03:10, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.6326, loss: 2.6326, grad_norm: 3.7664 2020-07-25 07:03:36,935 - mmaction - INFO - Epoch [6][540/3757] lr: 2.000e-02, eta: 2 days, 20:02:37, time: 0.635, data_time: 0.003, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6758, loss_cls: 2.6156, loss: 2.6156, grad_norm: 3.7517 2020-07-25 07:03:50,057 - mmaction - INFO - Epoch [6][560/3757] lr: 2.000e-02, eta: 2 days, 20:02:11, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6742, loss_cls: 2.6215, loss: 2.6215, grad_norm: 4.0054 2020-07-25 07:04:03,388 - mmaction - INFO - Epoch [6][580/3757] lr: 2.000e-02, eta: 2 days, 20:01:51, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6836, loss_cls: 2.5291, loss: 2.5291, grad_norm: 3.8830 2020-07-25 07:04:16,938 - mmaction - INFO - Epoch [6][600/3757] lr: 2.000e-02, eta: 2 days, 20:01:31, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.5142, loss: 2.5142, grad_norm: 3.8936 2020-07-25 07:04:29,287 - mmaction - INFO - Epoch [6][620/3757] lr: 2.000e-02, eta: 2 days, 20:00:54, time: 0.622, data_time: 0.007, memory: 7079, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.8168, loss: 2.8168, grad_norm: 3.9920 2020-07-25 07:04:42,327 - mmaction - INFO - Epoch [6][640/3757] lr: 2.000e-02, eta: 2 days, 20:00:27, time: 0.652, data_time: 0.002, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6641, loss_cls: 2.7013, loss: 2.7013, grad_norm: 3.8472 2020-07-25 07:04:55,155 - mmaction - INFO - Epoch [6][660/3757] lr: 2.000e-02, eta: 2 days, 19:59:56, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.6067, loss: 2.6067, grad_norm: 3.8481 2020-07-25 07:05:08,101 - mmaction - INFO - Epoch [6][680/3757] lr: 2.000e-02, eta: 2 days, 19:59:27, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6805, loss_cls: 2.6382, loss: 2.6382, grad_norm: 4.0238 2020-07-25 07:05:21,476 - mmaction - INFO - Epoch [6][700/3757] lr: 2.000e-02, eta: 2 days, 19:59:07, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5240, loss: 2.5240, grad_norm: 3.8900 2020-07-25 07:05:34,922 - mmaction - INFO - Epoch [6][720/3757] lr: 2.000e-02, eta: 2 days, 19:58:48, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5916, loss: 2.5916, grad_norm: 3.8704 2020-07-25 07:05:47,641 - mmaction - INFO - Epoch [6][740/3757] lr: 2.000e-02, eta: 2 days, 19:58:16, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6781, loss_cls: 2.5985, loss: 2.5985, grad_norm: 4.0232 2020-07-25 07:06:00,610 - mmaction - INFO - Epoch [6][760/3757] lr: 2.000e-02, eta: 2 days, 19:57:47, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.7143, loss: 2.7143, grad_norm: 3.8139 2020-07-25 07:06:13,352 - mmaction - INFO - Epoch [6][780/3757] lr: 2.000e-02, eta: 2 days, 19:57:17, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5673, loss: 2.5673, grad_norm: 4.1047 2020-07-25 07:06:26,845 - mmaction - INFO - Epoch [6][800/3757] lr: 2.000e-02, eta: 2 days, 19:56:58, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6813, loss_cls: 2.5727, loss: 2.5727, grad_norm: 3.8403 2020-07-25 07:06:40,407 - mmaction - INFO - Epoch [6][820/3757] lr: 2.000e-02, eta: 2 days, 19:56:41, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.6191, loss: 2.6191, grad_norm: 3.9835 2020-07-25 07:06:53,752 - mmaction - INFO - Epoch [6][840/3757] lr: 2.000e-02, eta: 2 days, 19:56:19, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6625, loss_cls: 2.6423, loss: 2.6423, grad_norm: 3.8988 2020-07-25 07:07:06,915 - mmaction - INFO - Epoch [6][860/3757] lr: 2.000e-02, eta: 2 days, 19:55:56, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6042, loss: 2.6042, grad_norm: 3.7050 2020-07-25 07:07:19,680 - mmaction - INFO - Epoch [6][880/3757] lr: 2.000e-02, eta: 2 days, 19:55:23, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.6630, loss: 2.6630, grad_norm: 3.8398 2020-07-25 07:07:32,312 - mmaction - INFO - Epoch [6][900/3757] lr: 2.000e-02, eta: 2 days, 19:54:51, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6570, loss_cls: 2.6280, loss: 2.6280, grad_norm: 3.9656 2020-07-25 07:07:45,783 - mmaction - INFO - Epoch [6][920/3757] lr: 2.000e-02, eta: 2 days, 19:54:31, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5774, loss: 2.5774, grad_norm: 3.8138 2020-07-25 07:07:59,092 - mmaction - INFO - Epoch [6][940/3757] lr: 2.000e-02, eta: 2 days, 19:54:11, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6750, loss_cls: 2.5709, loss: 2.5709, grad_norm: 3.9850 2020-07-25 07:08:11,879 - mmaction - INFO - Epoch [6][960/3757] lr: 2.000e-02, eta: 2 days, 19:53:40, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6797, loss_cls: 2.5859, loss: 2.5859, grad_norm: 3.8647 2020-07-25 07:08:24,850 - mmaction - INFO - Epoch [6][980/3757] lr: 2.000e-02, eta: 2 days, 19:53:13, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4614, loss: 2.4614, grad_norm: 3.9011 2020-07-25 07:08:38,606 - mmaction - INFO - Epoch [6][1000/3757] lr: 2.000e-02, eta: 2 days, 19:52:58, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6031, loss: 2.6031, grad_norm: 3.9172 2020-07-25 07:08:52,093 - mmaction - INFO - Epoch [6][1020/3757] lr: 2.000e-02, eta: 2 days, 19:52:42, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.6133, loss: 2.6133, grad_norm: 4.0569 2020-07-25 07:09:04,742 - mmaction - INFO - Epoch [6][1040/3757] lr: 2.000e-02, eta: 2 days, 19:52:08, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6828, loss_cls: 2.5228, loss: 2.5228, grad_norm: 3.8279 2020-07-25 07:09:18,369 - mmaction - INFO - Epoch [6][1060/3757] lr: 2.000e-02, eta: 2 days, 19:51:53, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.5934, loss: 2.5934, grad_norm: 3.8910 2020-07-25 07:09:31,950 - mmaction - INFO - Epoch [6][1080/3757] lr: 2.000e-02, eta: 2 days, 19:51:36, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6325, loss: 2.6325, grad_norm: 3.9235 2020-07-25 07:09:44,664 - mmaction - INFO - Epoch [6][1100/3757] lr: 2.000e-02, eta: 2 days, 19:51:04, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6805, loss_cls: 2.5351, loss: 2.5351, grad_norm: 3.9857 2020-07-25 07:09:57,994 - mmaction - INFO - Epoch [6][1120/3757] lr: 2.000e-02, eta: 2 days, 19:50:41, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.6062, loss: 2.6062, grad_norm: 3.8125 2020-07-25 07:10:10,797 - mmaction - INFO - Epoch [6][1140/3757] lr: 2.000e-02, eta: 2 days, 19:50:13, time: 0.646, data_time: 0.009, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.5444, loss: 2.5444, grad_norm: 3.7725 2020-07-25 07:10:23,992 - mmaction - INFO - Epoch [6][1160/3757] lr: 2.000e-02, eta: 2 days, 19:49:48, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6008, loss: 2.6008, grad_norm: 3.9100 2020-07-25 07:10:36,758 - mmaction - INFO - Epoch [6][1180/3757] lr: 2.000e-02, eta: 2 days, 19:49:19, time: 0.643, data_time: 0.009, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6695, loss_cls: 2.5838, loss: 2.5838, grad_norm: 3.7508 2020-07-25 07:10:49,583 - mmaction - INFO - Epoch [6][1200/3757] lr: 2.000e-02, eta: 2 days, 19:48:48, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.5886, loss: 2.5886, grad_norm: 4.0750 2020-07-25 07:11:03,229 - mmaction - INFO - Epoch [6][1220/3757] lr: 2.000e-02, eta: 2 days, 19:48:34, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.9695 2020-07-25 07:11:15,902 - mmaction - INFO - Epoch [6][1240/3757] lr: 2.000e-02, eta: 2 days, 19:48:00, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6536, loss: 2.6536, grad_norm: 3.7388 2020-07-25 07:11:29,500 - mmaction - INFO - Epoch [6][1260/3757] lr: 2.000e-02, eta: 2 days, 19:47:45, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6727, loss_cls: 2.5985, loss: 2.5985, grad_norm: 3.8050 2020-07-25 07:11:42,111 - mmaction - INFO - Epoch [6][1280/3757] lr: 2.000e-02, eta: 2 days, 19:47:11, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6516, loss_cls: 2.5962, loss: 2.5962, grad_norm: 3.8340 2020-07-25 07:11:54,811 - mmaction - INFO - Epoch [6][1300/3757] lr: 2.000e-02, eta: 2 days, 19:46:40, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6307, loss: 2.6307, grad_norm: 3.8454 2020-07-25 07:12:07,804 - mmaction - INFO - Epoch [6][1320/3757] lr: 2.000e-02, eta: 2 days, 19:46:14, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6695, loss_cls: 2.5972, loss: 2.5972, grad_norm: 3.9925 2020-07-25 07:12:20,486 - mmaction - INFO - Epoch [6][1340/3757] lr: 2.000e-02, eta: 2 days, 19:45:42, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6656, loss_cls: 2.6354, loss: 2.6354, grad_norm: 3.9108 2020-07-25 07:12:33,189 - mmaction - INFO - Epoch [6][1360/3757] lr: 2.000e-02, eta: 2 days, 19:45:09, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.5891, loss: 2.5891, grad_norm: 3.8541 2020-07-25 07:12:46,862 - mmaction - INFO - Epoch [6][1380/3757] lr: 2.000e-02, eta: 2 days, 19:44:55, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.7578, loss: 2.7578, grad_norm: 3.7060 2020-07-25 07:12:59,445 - mmaction - INFO - Epoch [6][1400/3757] lr: 2.000e-02, eta: 2 days, 19:44:21, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.3914, top5_acc: 0.6672, loss_cls: 2.6294, loss: 2.6294, grad_norm: 3.9480 2020-07-25 07:13:13,074 - mmaction - INFO - Epoch [6][1420/3757] lr: 2.000e-02, eta: 2 days, 19:44:06, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.5847, loss: 2.5847, grad_norm: 3.8698 2020-07-25 07:13:25,829 - mmaction - INFO - Epoch [6][1440/3757] lr: 2.000e-02, eta: 2 days, 19:43:35, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5730, loss: 2.5730, grad_norm: 3.8720 2020-07-25 07:13:38,873 - mmaction - INFO - Epoch [6][1460/3757] lr: 2.000e-02, eta: 2 days, 19:43:10, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.5955, loss: 2.5955, grad_norm: 3.9744 2020-07-25 07:13:51,585 - mmaction - INFO - Epoch [6][1480/3757] lr: 2.000e-02, eta: 2 days, 19:42:38, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.5759, loss: 2.5759, grad_norm: 3.9101 2020-07-25 07:14:04,282 - mmaction - INFO - Epoch [6][1500/3757] lr: 2.000e-02, eta: 2 days, 19:42:07, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.6574, loss: 2.6574, grad_norm: 3.8798 2020-07-25 07:14:17,038 - mmaction - INFO - Epoch [6][1520/3757] lr: 2.000e-02, eta: 2 days, 19:41:35, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5163, loss: 2.5163, grad_norm: 3.8527 2020-07-25 07:14:29,686 - mmaction - INFO - Epoch [6][1540/3757] lr: 2.000e-02, eta: 2 days, 19:41:05, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.6276, loss: 2.6276, grad_norm: 3.8081 2020-07-25 07:14:43,041 - mmaction - INFO - Epoch [6][1560/3757] lr: 2.000e-02, eta: 2 days, 19:40:43, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6664, loss_cls: 2.6468, loss: 2.6468, grad_norm: 3.8367 2020-07-25 07:14:55,670 - mmaction - INFO - Epoch [6][1580/3757] lr: 2.000e-02, eta: 2 days, 19:40:12, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6727, loss_cls: 2.6080, loss: 2.6080, grad_norm: 3.5998 2020-07-25 07:15:09,674 - mmaction - INFO - Epoch [6][1600/3757] lr: 2.000e-02, eta: 2 days, 19:40:02, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.5478, loss: 2.5478, grad_norm: 3.8055 2020-07-25 07:15:23,167 - mmaction - INFO - Epoch [6][1620/3757] lr: 2.000e-02, eta: 2 days, 19:39:45, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6749, loss: 2.6749, grad_norm: 3.8703 2020-07-25 07:15:35,881 - mmaction - INFO - Epoch [6][1640/3757] lr: 2.000e-02, eta: 2 days, 19:39:15, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.5797, loss: 2.5797, grad_norm: 3.8736 2020-07-25 07:15:48,346 - mmaction - INFO - Epoch [6][1660/3757] lr: 2.000e-02, eta: 2 days, 19:38:39, time: 0.624, data_time: 0.002, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6516, loss_cls: 2.6473, loss: 2.6473, grad_norm: 3.7507 2020-07-25 07:16:01,113 - mmaction - INFO - Epoch [6][1680/3757] lr: 2.000e-02, eta: 2 days, 19:38:08, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6859, loss_cls: 2.5711, loss: 2.5711, grad_norm: 4.0210 2020-07-25 07:16:14,513 - mmaction - INFO - Epoch [6][1700/3757] lr: 2.000e-02, eta: 2 days, 19:37:50, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6617, loss_cls: 2.6558, loss: 2.6558, grad_norm: 3.7461 2020-07-25 07:16:28,729 - mmaction - INFO - Epoch [6][1720/3757] lr: 2.000e-02, eta: 2 days, 19:37:44, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.5717, loss: 2.5717, grad_norm: 3.8634 2020-07-25 07:16:41,311 - mmaction - INFO - Epoch [6][1740/3757] lr: 2.000e-02, eta: 2 days, 19:37:12, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6930, loss_cls: 2.4636, loss: 2.4636, grad_norm: 3.7604 2020-07-25 07:16:54,943 - mmaction - INFO - Epoch [6][1760/3757] lr: 2.000e-02, eta: 2 days, 19:36:57, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7374, loss: 2.7374, grad_norm: 3.8524 2020-07-25 07:17:07,700 - mmaction - INFO - Epoch [6][1780/3757] lr: 2.000e-02, eta: 2 days, 19:36:27, time: 0.638, data_time: 0.003, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6925, loss: 2.6925, grad_norm: 3.8045 2020-07-25 07:17:21,289 - mmaction - INFO - Epoch [6][1800/3757] lr: 2.000e-02, eta: 2 days, 19:36:09, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6617, loss_cls: 2.6092, loss: 2.6092, grad_norm: 3.8154 2020-07-25 07:17:33,758 - mmaction - INFO - Epoch [6][1820/3757] lr: 2.000e-02, eta: 2 days, 19:35:36, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6633, loss_cls: 2.6450, loss: 2.6450, grad_norm: 3.8289 2020-07-25 07:17:46,502 - mmaction - INFO - Epoch [6][1840/3757] lr: 2.000e-02, eta: 2 days, 19:35:05, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.5715, loss: 2.5715, grad_norm: 3.7874 2020-07-25 07:17:59,211 - mmaction - INFO - Epoch [6][1860/3757] lr: 2.000e-02, eta: 2 days, 19:34:35, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6648, loss_cls: 2.6093, loss: 2.6093, grad_norm: 4.0160 2020-07-25 07:18:12,835 - mmaction - INFO - Epoch [6][1880/3757] lr: 2.000e-02, eta: 2 days, 19:34:19, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.5885, loss: 2.5885, grad_norm: 3.7688 2020-07-25 07:18:25,957 - mmaction - INFO - Epoch [6][1900/3757] lr: 2.000e-02, eta: 2 days, 19:33:56, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6220, loss: 2.6220, grad_norm: 4.0591 2020-07-25 07:18:39,028 - mmaction - INFO - Epoch [6][1920/3757] lr: 2.000e-02, eta: 2 days, 19:33:30, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5785, loss: 2.5785, grad_norm: 3.8659 2020-07-25 07:18:53,269 - mmaction - INFO - Epoch [6][1940/3757] lr: 2.000e-02, eta: 2 days, 19:33:27, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6867, loss_cls: 2.4884, loss: 2.4884, grad_norm: 4.1589 2020-07-25 07:19:06,336 - mmaction - INFO - Epoch [6][1960/3757] lr: 2.000e-02, eta: 2 days, 19:33:02, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5608, loss: 2.5608, grad_norm: 3.7500 2020-07-25 07:19:20,501 - mmaction - INFO - Epoch [6][1980/3757] lr: 2.000e-02, eta: 2 days, 19:32:57, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.5938, loss: 2.5938, grad_norm: 3.8060 2020-07-25 07:19:33,081 - mmaction - INFO - Epoch [6][2000/3757] lr: 2.000e-02, eta: 2 days, 19:32:22, time: 0.624, data_time: 0.005, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.5818, loss: 2.5818, grad_norm: 4.0142 2020-07-25 07:19:45,714 - mmaction - INFO - Epoch [6][2020/3757] lr: 2.000e-02, eta: 2 days, 19:31:52, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6338, loss: 2.6338, grad_norm: 3.8386 2020-07-25 07:19:58,524 - mmaction - INFO - Epoch [6][2040/3757] lr: 2.000e-02, eta: 2 days, 19:31:21, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.5093, loss: 2.5093, grad_norm: 3.7995 2020-07-25 07:20:11,945 - mmaction - INFO - Epoch [6][2060/3757] lr: 2.000e-02, eta: 2 days, 19:31:05, time: 0.677, data_time: 0.009, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5506, loss: 2.5506, grad_norm: 3.9057 2020-07-25 07:20:25,463 - mmaction - INFO - Epoch [6][2080/3757] lr: 2.000e-02, eta: 2 days, 19:30:48, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6739, loss: 2.6739, grad_norm: 3.8505 2020-07-25 07:20:39,005 - mmaction - INFO - Epoch [6][2100/3757] lr: 2.000e-02, eta: 2 days, 19:30:30, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5999, loss: 2.5999, grad_norm: 3.9287 2020-07-25 07:20:51,452 - mmaction - INFO - Epoch [6][2120/3757] lr: 2.000e-02, eta: 2 days, 19:29:56, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.7016, loss_cls: 2.4299, loss: 2.4299, grad_norm: 4.0957 2020-07-25 07:21:05,001 - mmaction - INFO - Epoch [6][2140/3757] lr: 2.000e-02, eta: 2 days, 19:29:40, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6734, loss_cls: 2.6054, loss: 2.6054, grad_norm: 4.0035 2020-07-25 07:21:17,661 - mmaction - INFO - Epoch [6][2160/3757] lr: 2.000e-02, eta: 2 days, 19:29:09, time: 0.632, data_time: 0.003, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6664, loss_cls: 2.6125, loss: 2.6125, grad_norm: 3.9163 2020-07-25 07:21:30,486 - mmaction - INFO - Epoch [6][2180/3757] lr: 2.000e-02, eta: 2 days, 19:28:40, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6687, loss_cls: 2.6756, loss: 2.6756, grad_norm: 3.8055 2020-07-25 07:21:43,849 - mmaction - INFO - Epoch [6][2200/3757] lr: 2.000e-02, eta: 2 days, 19:28:21, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6859, loss_cls: 2.5858, loss: 2.5858, grad_norm: 4.0985 2020-07-25 07:21:57,427 - mmaction - INFO - Epoch [6][2220/3757] lr: 2.000e-02, eta: 2 days, 19:28:05, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6648, loss_cls: 2.6582, loss: 2.6582, grad_norm: 3.7113 2020-07-25 07:22:10,277 - mmaction - INFO - Epoch [6][2240/3757] lr: 2.000e-02, eta: 2 days, 19:27:38, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6575, loss: 2.6575, grad_norm: 4.0588 2020-07-25 07:22:23,318 - mmaction - INFO - Epoch [6][2260/3757] lr: 2.000e-02, eta: 2 days, 19:27:13, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6633, loss_cls: 2.6178, loss: 2.6178, grad_norm: 3.7801 2020-07-25 07:22:37,052 - mmaction - INFO - Epoch [6][2280/3757] lr: 2.000e-02, eta: 2 days, 19:26:59, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5521, loss: 2.5521, grad_norm: 3.8642 2020-07-25 07:22:49,840 - mmaction - INFO - Epoch [6][2300/3757] lr: 2.000e-02, eta: 2 days, 19:26:31, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5681, loss: 2.5681, grad_norm: 3.8400 2020-07-25 07:23:03,151 - mmaction - INFO - Epoch [6][2320/3757] lr: 2.000e-02, eta: 2 days, 19:26:11, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6492, loss_cls: 2.7063, loss: 2.7063, grad_norm: 3.8519 2020-07-25 07:23:17,054 - mmaction - INFO - Epoch [6][2340/3757] lr: 2.000e-02, eta: 2 days, 19:26:00, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6734, loss_cls: 2.5790, loss: 2.5790, grad_norm: 3.9891 2020-07-25 07:23:29,649 - mmaction - INFO - Epoch [6][2360/3757] lr: 2.000e-02, eta: 2 days, 19:25:29, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.7106 2020-07-25 07:23:42,305 - mmaction - INFO - Epoch [6][2380/3757] lr: 2.000e-02, eta: 2 days, 19:24:56, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6781, loss_cls: 2.5727, loss: 2.5727, grad_norm: 3.9101 2020-07-25 07:23:55,340 - mmaction - INFO - Epoch [6][2400/3757] lr: 2.000e-02, eta: 2 days, 19:24:32, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6703, loss_cls: 2.5565, loss: 2.5565, grad_norm: 3.7597 2020-07-25 07:24:08,762 - mmaction - INFO - Epoch [6][2420/3757] lr: 2.000e-02, eta: 2 days, 19:24:13, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.3867, top5_acc: 0.6680, loss_cls: 2.6801, loss: 2.6801, grad_norm: 3.8005 2020-07-25 07:24:21,468 - mmaction - INFO - Epoch [6][2440/3757] lr: 2.000e-02, eta: 2 days, 19:23:44, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5625, loss: 2.5625, grad_norm: 3.8306 2020-07-25 07:24:34,488 - mmaction - INFO - Epoch [6][2460/3757] lr: 2.000e-02, eta: 2 days, 19:23:19, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6602, loss_cls: 2.6470, loss: 2.6470, grad_norm: 3.8577 2020-07-25 07:24:47,365 - mmaction - INFO - Epoch [6][2480/3757] lr: 2.000e-02, eta: 2 days, 19:22:53, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.5866, loss: 2.5866, grad_norm: 3.6677 2020-07-25 07:25:00,727 - mmaction - INFO - Epoch [6][2500/3757] lr: 2.000e-02, eta: 2 days, 19:22:32, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6514, loss: 2.6514, grad_norm: 3.8642 2020-07-25 07:25:13,375 - mmaction - INFO - Epoch [6][2520/3757] lr: 2.000e-02, eta: 2 days, 19:22:02, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6438, loss_cls: 2.6671, loss: 2.6671, grad_norm: 3.7296 2020-07-25 07:25:26,288 - mmaction - INFO - Epoch [6][2540/3757] lr: 2.000e-02, eta: 2 days, 19:21:35, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6820, loss_cls: 2.5196, loss: 2.5196, grad_norm: 3.8365 2020-07-25 07:25:39,544 - mmaction - INFO - Epoch [6][2560/3757] lr: 2.000e-02, eta: 2 days, 19:21:15, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.6551, loss: 2.6551, grad_norm: 3.9856 2020-07-25 07:25:52,785 - mmaction - INFO - Epoch [6][2580/3757] lr: 2.000e-02, eta: 2 days, 19:20:53, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6421, loss: 2.6421, grad_norm: 3.7911 2020-07-25 07:26:05,320 - mmaction - INFO - Epoch [6][2600/3757] lr: 2.000e-02, eta: 2 days, 19:20:21, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5595, loss: 2.5595, grad_norm: 3.8514 2020-07-25 07:26:18,848 - mmaction - INFO - Epoch [6][2620/3757] lr: 2.000e-02, eta: 2 days, 19:20:05, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6347, loss: 2.6347, grad_norm: 3.7578 2020-07-25 07:26:31,522 - mmaction - INFO - Epoch [6][2640/3757] lr: 2.000e-02, eta: 2 days, 19:19:34, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6828, loss_cls: 2.6552, loss: 2.6552, grad_norm: 3.7132 2020-07-25 07:26:45,420 - mmaction - INFO - Epoch [6][2660/3757] lr: 2.000e-02, eta: 2 days, 19:19:24, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6734, loss_cls: 2.6607, loss: 2.6607, grad_norm: 3.8015 2020-07-25 07:26:58,031 - mmaction - INFO - Epoch [6][2680/3757] lr: 2.000e-02, eta: 2 days, 19:18:53, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6500, loss_cls: 2.6562, loss: 2.6562, grad_norm: 3.6474 2020-07-25 07:27:11,332 - mmaction - INFO - Epoch [6][2700/3757] lr: 2.000e-02, eta: 2 days, 19:18:33, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.5772, loss: 2.5772, grad_norm: 3.8459 2020-07-25 07:27:24,282 - mmaction - INFO - Epoch [6][2720/3757] lr: 2.000e-02, eta: 2 days, 19:18:07, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6883, loss_cls: 2.5569, loss: 2.5569, grad_norm: 3.7487 2020-07-25 07:27:37,463 - mmaction - INFO - Epoch [6][2740/3757] lr: 2.000e-02, eta: 2 days, 19:17:43, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5346, loss: 2.5346, grad_norm: 3.9888 2020-07-25 07:27:50,066 - mmaction - INFO - Epoch [6][2760/3757] lr: 2.000e-02, eta: 2 days, 19:17:14, time: 0.635, data_time: 0.009, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6469, loss_cls: 2.6545, loss: 2.6545, grad_norm: 3.8470 2020-07-25 07:28:03,072 - mmaction - INFO - Epoch [6][2780/3757] lr: 2.000e-02, eta: 2 days, 19:16:48, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5415, loss: 2.5415, grad_norm: 3.8051 2020-07-25 07:28:15,774 - mmaction - INFO - Epoch [6][2800/3757] lr: 2.000e-02, eta: 2 days, 19:16:19, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.6268, loss: 2.6268, grad_norm: 3.8262 2020-07-25 07:28:29,095 - mmaction - INFO - Epoch [6][2820/3757] lr: 2.000e-02, eta: 2 days, 19:15:59, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6734, loss_cls: 2.6399, loss: 2.6399, grad_norm: 3.8986 2020-07-25 07:28:42,689 - mmaction - INFO - Epoch [6][2840/3757] lr: 2.000e-02, eta: 2 days, 19:15:45, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6828, loss_cls: 2.5514, loss: 2.5514, grad_norm: 3.9634 2020-07-25 07:28:55,517 - mmaction - INFO - Epoch [6][2860/3757] lr: 2.000e-02, eta: 2 days, 19:15:15, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6672, loss_cls: 2.6364, loss: 2.6364, grad_norm: 3.8094 2020-07-25 07:29:08,753 - mmaction - INFO - Epoch [6][2880/3757] lr: 2.000e-02, eta: 2 days, 19:14:56, time: 0.667, data_time: 0.009, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6758, loss_cls: 2.5792, loss: 2.5792, grad_norm: 3.8806 2020-07-25 07:29:21,978 - mmaction - INFO - Epoch [6][2900/3757] lr: 2.000e-02, eta: 2 days, 19:14:34, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6945, loss_cls: 2.5215, loss: 2.5215, grad_norm: 3.8166 2020-07-25 07:29:34,729 - mmaction - INFO - Epoch [6][2920/3757] lr: 2.000e-02, eta: 2 days, 19:14:07, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.5959, loss: 2.5959, grad_norm: 3.9098 2020-07-25 07:29:47,779 - mmaction - INFO - Epoch [6][2940/3757] lr: 2.000e-02, eta: 2 days, 19:13:42, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6914, loss_cls: 2.5452, loss: 2.5452, grad_norm: 3.9288 2020-07-25 07:30:01,429 - mmaction - INFO - Epoch [6][2960/3757] lr: 2.000e-02, eta: 2 days, 19:13:29, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.5945, loss: 2.5945, grad_norm: 3.8095 2020-07-25 07:30:13,893 - mmaction - INFO - Epoch [6][2980/3757] lr: 2.000e-02, eta: 2 days, 19:12:54, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.5074, loss: 2.5074, grad_norm: 3.7987 2020-07-25 07:30:27,052 - mmaction - INFO - Epoch [6][3000/3757] lr: 2.000e-02, eta: 2 days, 19:12:33, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5576, loss: 2.5576, grad_norm: 3.9096 2020-07-25 07:30:40,037 - mmaction - INFO - Epoch [6][3020/3757] lr: 2.000e-02, eta: 2 days, 19:12:07, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6820, loss_cls: 2.5463, loss: 2.5463, grad_norm: 3.6514 2020-07-25 07:30:52,805 - mmaction - INFO - Epoch [6][3040/3757] lr: 2.000e-02, eta: 2 days, 19:11:40, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6641, loss_cls: 2.6614, loss: 2.6614, grad_norm: 3.9998 2020-07-25 07:31:06,945 - mmaction - INFO - Epoch [6][3060/3757] lr: 2.000e-02, eta: 2 days, 19:11:33, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6476, loss: 2.6476, grad_norm: 3.9963 2020-07-25 07:31:19,378 - mmaction - INFO - Epoch [6][3080/3757] lr: 2.000e-02, eta: 2 days, 19:11:00, time: 0.624, data_time: 0.007, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.6166, loss: 2.6166, grad_norm: 3.8036 2020-07-25 07:31:31,935 - mmaction - INFO - Epoch [6][3100/3757] lr: 2.000e-02, eta: 2 days, 19:10:28, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5505, loss: 2.5505, grad_norm: 3.8087 2020-07-25 07:31:45,107 - mmaction - INFO - Epoch [6][3120/3757] lr: 2.000e-02, eta: 2 days, 19:10:07, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6820, loss_cls: 2.5912, loss: 2.5912, grad_norm: 3.9044 2020-07-25 07:31:57,552 - mmaction - INFO - Epoch [6][3140/3757] lr: 2.000e-02, eta: 2 days, 19:09:33, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5595, loss: 2.5595, grad_norm: 3.8690 2020-07-25 07:32:09,860 - mmaction - INFO - Epoch [6][3160/3757] lr: 2.000e-02, eta: 2 days, 19:08:58, time: 0.615, data_time: 0.002, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.6975, loss: 2.6975, grad_norm: 3.8743 2020-07-25 07:32:22,270 - mmaction - INFO - Epoch [6][3180/3757] lr: 2.000e-02, eta: 2 days, 19:08:23, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6766, loss_cls: 2.5698, loss: 2.5698, grad_norm: 3.7609 2020-07-25 07:32:34,579 - mmaction - INFO - Epoch [6][3200/3757] lr: 2.000e-02, eta: 2 days, 19:07:49, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.6132, loss: 2.6132, grad_norm: 3.9320 2020-07-25 07:32:47,939 - mmaction - INFO - Epoch [6][3220/3757] lr: 2.000e-02, eta: 2 days, 19:07:30, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6971, loss: 2.6971, grad_norm: 3.7701 2020-07-25 07:33:00,190 - mmaction - INFO - Epoch [6][3240/3757] lr: 2.000e-02, eta: 2 days, 19:06:53, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.6104, loss: 2.6104, grad_norm: 3.6991 2020-07-25 07:33:12,589 - mmaction - INFO - Epoch [6][3260/3757] lr: 2.000e-02, eta: 2 days, 19:06:19, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.3906, top5_acc: 0.6727, loss_cls: 2.5981, loss: 2.5981, grad_norm: 3.8344 2020-07-25 07:33:25,769 - mmaction - INFO - Epoch [6][3280/3757] lr: 2.000e-02, eta: 2 days, 19:05:58, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4517, loss: 2.4517, grad_norm: 3.6848 2020-07-25 07:33:37,978 - mmaction - INFO - Epoch [6][3300/3757] lr: 2.000e-02, eta: 2 days, 19:05:21, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6163, loss: 2.6163, grad_norm: 3.8654 2020-07-25 07:33:50,352 - mmaction - INFO - Epoch [6][3320/3757] lr: 2.000e-02, eta: 2 days, 19:04:45, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6672, loss_cls: 2.5738, loss: 2.5738, grad_norm: 3.8495 2020-07-25 07:34:03,515 - mmaction - INFO - Epoch [6][3340/3757] lr: 2.000e-02, eta: 2 days, 19:04:25, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6969, loss_cls: 2.5138, loss: 2.5138, grad_norm: 3.6603 2020-07-25 07:34:15,999 - mmaction - INFO - Epoch [6][3360/3757] lr: 2.000e-02, eta: 2 days, 19:03:52, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5477, loss: 2.5477, grad_norm: 3.9669 2020-07-25 07:34:28,382 - mmaction - INFO - Epoch [6][3380/3757] lr: 2.000e-02, eta: 2 days, 19:03:19, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6633, loss_cls: 2.6604, loss: 2.6604, grad_norm: 3.8229 2020-07-25 07:34:40,778 - mmaction - INFO - Epoch [6][3400/3757] lr: 2.000e-02, eta: 2 days, 19:02:44, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6844, loss_cls: 2.6041, loss: 2.6041, grad_norm: 3.7209 2020-07-25 07:34:53,098 - mmaction - INFO - Epoch [6][3420/3757] lr: 2.000e-02, eta: 2 days, 19:02:10, time: 0.619, data_time: 0.006, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5372, loss: 2.5372, grad_norm: 3.7549 2020-07-25 07:35:05,568 - mmaction - INFO - Epoch [6][3440/3757] lr: 2.000e-02, eta: 2 days, 19:01:37, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6852, loss_cls: 2.4974, loss: 2.4974, grad_norm: 3.9279 2020-07-25 07:35:17,943 - mmaction - INFO - Epoch [6][3460/3757] lr: 2.000e-02, eta: 2 days, 19:01:04, time: 0.623, data_time: 0.009, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.4884, loss: 2.4884, grad_norm: 3.8093 2020-07-25 07:35:30,724 - mmaction - INFO - Epoch [6][3480/3757] lr: 2.000e-02, eta: 2 days, 19:00:36, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6844, loss_cls: 2.6360, loss: 2.6360, grad_norm: 3.8631 2020-07-25 07:35:43,414 - mmaction - INFO - Epoch [6][3500/3757] lr: 2.000e-02, eta: 2 days, 19:00:07, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6859, loss_cls: 2.5436, loss: 2.5436, grad_norm: 3.7385 2020-07-25 07:35:56,378 - mmaction - INFO - Epoch [6][3520/3757] lr: 2.000e-02, eta: 2 days, 18:59:41, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6797, loss_cls: 2.5624, loss: 2.5624, grad_norm: 3.8296 2020-07-25 07:36:09,201 - mmaction - INFO - Epoch [6][3540/3757] lr: 2.000e-02, eta: 2 days, 18:59:16, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.4982, loss: 2.4982, grad_norm: 3.9065 2020-07-25 07:36:22,717 - mmaction - INFO - Epoch [6][3560/3757] lr: 2.000e-02, eta: 2 days, 18:58:59, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6268, loss: 2.6268, grad_norm: 3.8382 2020-07-25 07:36:35,318 - mmaction - INFO - Epoch [6][3580/3757] lr: 2.000e-02, eta: 2 days, 18:58:30, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6625, loss_cls: 2.6358, loss: 2.6358, grad_norm: 3.7870 2020-07-25 07:36:49,116 - mmaction - INFO - Epoch [6][3600/3757] lr: 2.000e-02, eta: 2 days, 18:58:18, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6020, loss: 2.6020, grad_norm: 3.8677 2020-07-25 07:37:01,679 - mmaction - INFO - Epoch [6][3620/3757] lr: 2.000e-02, eta: 2 days, 18:57:48, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6633, loss_cls: 2.6146, loss: 2.6146, grad_norm: 3.7561 2020-07-25 07:37:14,359 - mmaction - INFO - Epoch [6][3640/3757] lr: 2.000e-02, eta: 2 days, 18:57:19, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6182, loss: 2.6182, grad_norm: 4.0198 2020-07-25 07:37:27,996 - mmaction - INFO - Epoch [6][3660/3757] lr: 2.000e-02, eta: 2 days, 18:57:06, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.6082, loss: 2.6082, grad_norm: 3.9009 2020-07-25 07:37:40,507 - mmaction - INFO - Epoch [6][3680/3757] lr: 2.000e-02, eta: 2 days, 18:56:34, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6444, loss: 2.6444, grad_norm: 3.6636 2020-07-25 07:37:53,423 - mmaction - INFO - Epoch [6][3700/3757] lr: 2.000e-02, eta: 2 days, 18:56:07, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.6035, loss: 2.6035, grad_norm: 3.7591 2020-07-25 07:38:06,973 - mmaction - INFO - Epoch [6][3720/3757] lr: 2.000e-02, eta: 2 days, 18:55:54, time: 0.684, data_time: 0.009, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6305, loss_cls: 2.7672, loss: 2.7672, grad_norm: 3.8184 2020-07-25 07:38:20,178 - mmaction - INFO - Epoch [6][3740/3757] lr: 2.000e-02, eta: 2 days, 18:55:33, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6727, loss_cls: 2.5643, loss: 2.5643, grad_norm: 3.7698 2020-07-25 07:38:31,140 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-25 07:38:58,050 - mmaction - INFO - Epoch [7][20/3757] lr: 2.000e-02, eta: 2 days, 18:55:12, time: 1.277, data_time: 0.636, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6820, loss_cls: 2.5485, loss: 2.5485, grad_norm: 3.8372 2020-07-25 07:39:11,002 - mmaction - INFO - Epoch [7][40/3757] lr: 2.000e-02, eta: 2 days, 18:54:48, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6400, loss: 2.6400, grad_norm: 3.8917 2020-07-25 07:39:23,593 - mmaction - INFO - Epoch [7][60/3757] lr: 2.000e-02, eta: 2 days, 18:54:17, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6734, loss_cls: 2.5301, loss: 2.5301, grad_norm: 3.7849 2020-07-25 07:39:36,325 - mmaction - INFO - Epoch [7][80/3757] lr: 2.000e-02, eta: 2 days, 18:53:50, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6789, loss_cls: 2.5587, loss: 2.5587, grad_norm: 3.9651 2020-07-25 07:39:49,945 - mmaction - INFO - Epoch [7][100/3757] lr: 2.000e-02, eta: 2 days, 18:53:36, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6711, loss_cls: 2.6136, loss: 2.6136, grad_norm: 3.9471 2020-07-25 07:40:02,558 - mmaction - INFO - Epoch [7][120/3757] lr: 2.000e-02, eta: 2 days, 18:53:07, time: 0.632, data_time: 0.009, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6820, loss_cls: 2.5611, loss: 2.5611, grad_norm: 3.7418 2020-07-25 07:40:15,296 - mmaction - INFO - Epoch [7][140/3757] lr: 2.000e-02, eta: 2 days, 18:52:39, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.4930, loss: 2.4930, grad_norm: 3.7918 2020-07-25 07:40:28,608 - mmaction - INFO - Epoch [7][160/3757] lr: 2.000e-02, eta: 2 days, 18:52:18, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.7008, loss_cls: 2.4631, loss: 2.4631, grad_norm: 3.8242 2020-07-25 07:40:41,093 - mmaction - INFO - Epoch [7][180/3757] lr: 2.000e-02, eta: 2 days, 18:51:49, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6859, loss_cls: 2.4965, loss: 2.4965, grad_norm: 3.8372 2020-07-25 07:40:55,007 - mmaction - INFO - Epoch [7][200/3757] lr: 2.000e-02, eta: 2 days, 18:51:38, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5974, loss: 2.5974, grad_norm: 4.0107 2020-07-25 07:41:07,307 - mmaction - INFO - Epoch [7][220/3757] lr: 2.000e-02, eta: 2 days, 18:51:04, time: 0.617, data_time: 0.008, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6648, loss_cls: 2.6036, loss: 2.6036, grad_norm: 3.9601 2020-07-25 07:41:20,061 - mmaction - INFO - Epoch [7][240/3757] lr: 2.000e-02, eta: 2 days, 18:50:37, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.5977, loss: 2.5977, grad_norm: 3.8200 2020-07-25 07:41:32,726 - mmaction - INFO - Epoch [7][260/3757] lr: 2.000e-02, eta: 2 days, 18:50:09, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5498, loss: 2.5498, grad_norm: 3.9058 2020-07-25 07:41:45,679 - mmaction - INFO - Epoch [7][280/3757] lr: 2.000e-02, eta: 2 days, 18:49:43, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5617, loss: 2.5617, grad_norm: 3.8448 2020-07-25 07:41:58,436 - mmaction - INFO - Epoch [7][300/3757] lr: 2.000e-02, eta: 2 days, 18:49:17, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6687, loss_cls: 2.5815, loss: 2.5815, grad_norm: 3.6835 2020-07-25 07:42:12,180 - mmaction - INFO - Epoch [7][320/3757] lr: 2.000e-02, eta: 2 days, 18:49:04, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.5182, loss: 2.5182, grad_norm: 3.7174 2020-07-25 07:42:24,649 - mmaction - INFO - Epoch [7][340/3757] lr: 2.000e-02, eta: 2 days, 18:48:34, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.5699, loss: 2.5699, grad_norm: 3.7656 2020-07-25 07:42:38,592 - mmaction - INFO - Epoch [7][360/3757] lr: 2.000e-02, eta: 2 days, 18:48:23, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5535, loss: 2.5535, grad_norm: 3.8258 2020-07-25 07:42:51,537 - mmaction - INFO - Epoch [7][380/3757] lr: 2.000e-02, eta: 2 days, 18:48:01, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6984, loss_cls: 2.5005, loss: 2.5005, grad_norm: 3.8489 2020-07-25 07:43:04,797 - mmaction - INFO - Epoch [7][400/3757] lr: 2.000e-02, eta: 2 days, 18:47:40, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.6721, loss: 2.6721, grad_norm: 3.7198 2020-07-25 07:43:17,326 - mmaction - INFO - Epoch [7][420/3757] lr: 2.000e-02, eta: 2 days, 18:47:10, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6781, loss_cls: 2.5752, loss: 2.5752, grad_norm: 3.9731 2020-07-25 07:43:30,371 - mmaction - INFO - Epoch [7][440/3757] lr: 2.000e-02, eta: 2 days, 18:46:47, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5224, loss: 2.5224, grad_norm: 3.9493 2020-07-25 07:43:43,245 - mmaction - INFO - Epoch [7][460/3757] lr: 2.000e-02, eta: 2 days, 18:46:22, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.4830, loss: 2.4830, grad_norm: 3.7923 2020-07-25 07:43:56,769 - mmaction - INFO - Epoch [7][480/3757] lr: 2.000e-02, eta: 2 days, 18:46:07, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.4597, loss: 2.4597, grad_norm: 3.8720 2020-07-25 07:44:09,379 - mmaction - INFO - Epoch [7][500/3757] lr: 2.000e-02, eta: 2 days, 18:45:38, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6844, loss_cls: 2.5067, loss: 2.5067, grad_norm: 3.9268 2020-07-25 07:44:23,097 - mmaction - INFO - Epoch [7][520/3757] lr: 2.000e-02, eta: 2 days, 18:45:25, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6906, loss_cls: 2.5648, loss: 2.5648, grad_norm: 3.8763 2020-07-25 07:44:35,854 - mmaction - INFO - Epoch [7][540/3757] lr: 2.000e-02, eta: 2 days, 18:44:59, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.8563 2020-07-25 07:44:48,706 - mmaction - INFO - Epoch [7][560/3757] lr: 2.000e-02, eta: 2 days, 18:44:32, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6836, loss_cls: 2.5153, loss: 2.5153, grad_norm: 3.7290 2020-07-25 07:45:02,124 - mmaction - INFO - Epoch [7][580/3757] lr: 2.000e-02, eta: 2 days, 18:44:16, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5096, loss: 2.5096, grad_norm: 3.9244 2020-07-25 07:45:14,718 - mmaction - INFO - Epoch [7][600/3757] lr: 2.000e-02, eta: 2 days, 18:43:47, time: 0.630, data_time: 0.003, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5813, loss: 2.5813, grad_norm: 3.9452 2020-07-25 07:45:28,650 - mmaction - INFO - Epoch [7][620/3757] lr: 2.000e-02, eta: 2 days, 18:43:38, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.8879 2020-07-25 07:45:41,849 - mmaction - INFO - Epoch [7][640/3757] lr: 2.000e-02, eta: 2 days, 18:43:18, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6633, loss_cls: 2.6536, loss: 2.6536, grad_norm: 3.7580 2020-07-25 07:45:55,248 - mmaction - INFO - Epoch [7][660/3757] lr: 2.000e-02, eta: 2 days, 18:43:01, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6766, loss_cls: 2.5944, loss: 2.5944, grad_norm: 3.8790 2020-07-25 07:46:08,843 - mmaction - INFO - Epoch [7][680/3757] lr: 2.000e-02, eta: 2 days, 18:42:46, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.6139, loss: 2.6139, grad_norm: 3.7999 2020-07-25 07:46:21,415 - mmaction - INFO - Epoch [7][700/3757] lr: 2.000e-02, eta: 2 days, 18:42:17, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6805, loss_cls: 2.5580, loss: 2.5580, grad_norm: 3.8156 2020-07-25 07:46:35,433 - mmaction - INFO - Epoch [7][720/3757] lr: 2.000e-02, eta: 2 days, 18:42:08, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.5380, loss: 2.5380, grad_norm: 3.7451 2020-07-25 07:46:49,113 - mmaction - INFO - Epoch [7][740/3757] lr: 2.000e-02, eta: 2 days, 18:41:56, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6906, loss_cls: 2.5220, loss: 2.5220, grad_norm: 3.8644 2020-07-25 07:47:02,147 - mmaction - INFO - Epoch [7][760/3757] lr: 2.000e-02, eta: 2 days, 18:41:34, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5283, loss: 2.5283, grad_norm: 3.7918 2020-07-25 07:47:14,934 - mmaction - INFO - Epoch [7][780/3757] lr: 2.000e-02, eta: 2 days, 18:41:07, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6797, loss_cls: 2.5876, loss: 2.5876, grad_norm: 3.8175 2020-07-25 07:47:27,825 - mmaction - INFO - Epoch [7][800/3757] lr: 2.000e-02, eta: 2 days, 18:40:42, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4062, top5_acc: 0.7133, loss_cls: 2.4704, loss: 2.4704, grad_norm: 3.8417 2020-07-25 07:47:41,106 - mmaction - INFO - Epoch [7][820/3757] lr: 2.000e-02, eta: 2 days, 18:40:24, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6648, loss_cls: 2.5689, loss: 2.5689, grad_norm: 3.9494 2020-07-25 07:47:54,587 - mmaction - INFO - Epoch [7][840/3757] lr: 2.000e-02, eta: 2 days, 18:40:08, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4008, top5_acc: 0.6742, loss_cls: 2.6002, loss: 2.6002, grad_norm: 3.8410 2020-07-25 07:48:07,251 - mmaction - INFO - Epoch [7][860/3757] lr: 2.000e-02, eta: 2 days, 18:39:40, time: 0.633, data_time: 0.003, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6021, loss: 2.6021, grad_norm: 3.9184 2020-07-25 07:48:21,574 - mmaction - INFO - Epoch [7][880/3757] lr: 2.000e-02, eta: 2 days, 18:39:36, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.3922, top5_acc: 0.6719, loss_cls: 2.6645, loss: 2.6645, grad_norm: 3.7521 2020-07-25 07:48:34,780 - mmaction - INFO - Epoch [7][900/3757] lr: 2.000e-02, eta: 2 days, 18:39:17, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6813, loss_cls: 2.5011, loss: 2.5011, grad_norm: 3.9731 2020-07-25 07:48:47,582 - mmaction - INFO - Epoch [7][920/3757] lr: 2.000e-02, eta: 2 days, 18:38:51, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6719, loss_cls: 2.5940, loss: 2.5940, grad_norm: 3.7226 2020-07-25 07:49:00,794 - mmaction - INFO - Epoch [7][940/3757] lr: 2.000e-02, eta: 2 days, 18:38:31, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6937, loss_cls: 2.4438, loss: 2.4438, grad_norm: 3.8006 2020-07-25 07:49:14,184 - mmaction - INFO - Epoch [7][960/3757] lr: 2.000e-02, eta: 2 days, 18:38:13, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6867, loss_cls: 2.5423, loss: 2.5423, grad_norm: 3.9504 2020-07-25 07:49:26,676 - mmaction - INFO - Epoch [7][980/3757] lr: 2.000e-02, eta: 2 days, 18:37:44, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.5608, loss: 2.5608, grad_norm: 3.7139 2020-07-25 07:49:39,518 - mmaction - INFO - Epoch [7][1000/3757] lr: 2.000e-02, eta: 2 days, 18:37:18, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5238, loss: 2.5238, grad_norm: 3.9484 2020-07-25 07:49:52,897 - mmaction - INFO - Epoch [7][1020/3757] lr: 2.000e-02, eta: 2 days, 18:37:01, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.5762, loss: 2.5762, grad_norm: 3.8088 2020-07-25 07:50:06,707 - mmaction - INFO - Epoch [7][1040/3757] lr: 2.000e-02, eta: 2 days, 18:36:50, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6495, loss: 2.6495, grad_norm: 3.8893 2020-07-25 07:50:19,107 - mmaction - INFO - Epoch [7][1060/3757] lr: 2.000e-02, eta: 2 days, 18:36:19, time: 0.620, data_time: 0.001, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5443, loss: 2.5443, grad_norm: 3.7998 2020-07-25 07:50:32,059 - mmaction - INFO - Epoch [7][1080/3757] lr: 2.000e-02, eta: 2 days, 18:35:54, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.5045, loss: 2.5045, grad_norm: 3.7429 2020-07-25 07:50:45,079 - mmaction - INFO - Epoch [7][1100/3757] lr: 2.000e-02, eta: 2 days, 18:35:32, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.5359, loss: 2.5359, grad_norm: 3.7706 2020-07-25 07:50:57,648 - mmaction - INFO - Epoch [7][1120/3757] lr: 2.000e-02, eta: 2 days, 18:35:03, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 2.5904, loss: 2.5904, grad_norm: 3.8477 2020-07-25 07:51:11,353 - mmaction - INFO - Epoch [7][1140/3757] lr: 2.000e-02, eta: 2 days, 18:34:50, time: 0.685, data_time: 0.009, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5332, loss: 2.5332, grad_norm: 3.9121 2020-07-25 07:51:25,069 - mmaction - INFO - Epoch [7][1160/3757] lr: 2.000e-02, eta: 2 days, 18:34:39, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6867, loss_cls: 2.5331, loss: 2.5331, grad_norm: 3.8804 2020-07-25 07:51:37,639 - mmaction - INFO - Epoch [7][1180/3757] lr: 2.000e-02, eta: 2 days, 18:34:08, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4523, loss: 2.4523, grad_norm: 3.8597 2020-07-25 07:51:50,281 - mmaction - INFO - Epoch [7][1200/3757] lr: 2.000e-02, eta: 2 days, 18:33:41, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6820, loss_cls: 2.5131, loss: 2.5131, grad_norm: 3.8737 2020-07-25 07:52:03,379 - mmaction - INFO - Epoch [7][1220/3757] lr: 2.000e-02, eta: 2 days, 18:33:20, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.4972, loss: 2.4972, grad_norm: 4.0702 2020-07-25 07:52:15,997 - mmaction - INFO - Epoch [7][1240/3757] lr: 2.000e-02, eta: 2 days, 18:32:52, time: 0.631, data_time: 0.003, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.6293, loss: 2.6293, grad_norm: 3.6743 2020-07-25 07:52:28,939 - mmaction - INFO - Epoch [7][1260/3757] lr: 2.000e-02, eta: 2 days, 18:32:28, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.8858 2020-07-25 07:52:42,646 - mmaction - INFO - Epoch [7][1280/3757] lr: 2.000e-02, eta: 2 days, 18:32:14, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4432, loss: 2.4432, grad_norm: 3.7678 2020-07-25 07:52:55,091 - mmaction - INFO - Epoch [7][1300/3757] lr: 2.000e-02, eta: 2 days, 18:31:45, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.5703, loss: 2.5703, grad_norm: 3.9764 2020-07-25 07:53:08,704 - mmaction - INFO - Epoch [7][1320/3757] lr: 2.000e-02, eta: 2 days, 18:31:31, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6523, loss_cls: 2.6106, loss: 2.6106, grad_norm: 3.7594 2020-07-25 07:53:22,227 - mmaction - INFO - Epoch [7][1340/3757] lr: 2.000e-02, eta: 2 days, 18:31:16, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6773, loss_cls: 2.5801, loss: 2.5801, grad_norm: 4.0513 2020-07-25 07:53:34,967 - mmaction - INFO - Epoch [7][1360/3757] lr: 2.000e-02, eta: 2 days, 18:30:48, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.5222, loss: 2.5222, grad_norm: 3.9499 2020-07-25 07:53:48,257 - mmaction - INFO - Epoch [7][1380/3757] lr: 2.000e-02, eta: 2 days, 18:30:31, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5434, loss: 2.5434, grad_norm: 3.9176 2020-07-25 07:54:01,075 - mmaction - INFO - Epoch [7][1400/3757] lr: 2.000e-02, eta: 2 days, 18:30:05, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6961, loss_cls: 2.5044, loss: 2.5044, grad_norm: 3.9508 2020-07-25 07:54:14,288 - mmaction - INFO - Epoch [7][1420/3757] lr: 2.000e-02, eta: 2 days, 18:29:47, time: 0.665, data_time: 0.009, memory: 7079, top1_acc: 0.4258, top5_acc: 0.7000, loss_cls: 2.5057, loss: 2.5057, grad_norm: 3.8909 2020-07-25 07:54:26,815 - mmaction - INFO - Epoch [7][1440/3757] lr: 2.000e-02, eta: 2 days, 18:29:17, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6664, loss_cls: 2.6100, loss: 2.6100, grad_norm: 3.7849 2020-07-25 07:54:40,932 - mmaction - INFO - Epoch [7][1460/3757] lr: 2.000e-02, eta: 2 days, 18:29:11, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6953, loss_cls: 2.5359, loss: 2.5359, grad_norm: 3.8713 2020-07-25 07:54:53,658 - mmaction - INFO - Epoch [7][1480/3757] lr: 2.000e-02, eta: 2 days, 18:28:44, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6883, loss_cls: 2.5322, loss: 2.5322, grad_norm: 3.8862 2020-07-25 07:55:07,451 - mmaction - INFO - Epoch [7][1500/3757] lr: 2.000e-02, eta: 2 days, 18:28:34, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6828, loss_cls: 2.5731, loss: 2.5731, grad_norm: 3.9263 2020-07-25 07:55:19,904 - mmaction - INFO - Epoch [7][1520/3757] lr: 2.000e-02, eta: 2 days, 18:28:03, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7032, loss: 2.7032, grad_norm: 3.9185 2020-07-25 07:55:33,704 - mmaction - INFO - Epoch [7][1540/3757] lr: 2.000e-02, eta: 2 days, 18:27:52, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6883, loss_cls: 2.5306, loss: 2.5306, grad_norm: 3.9630 2020-07-25 07:55:46,860 - mmaction - INFO - Epoch [7][1560/3757] lr: 2.000e-02, eta: 2 days, 18:27:32, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.3969, top5_acc: 0.6766, loss_cls: 2.6127, loss: 2.6127, grad_norm: 3.8865 2020-07-25 07:56:00,226 - mmaction - INFO - Epoch [7][1580/3757] lr: 2.000e-02, eta: 2 days, 18:27:13, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6042, loss: 2.6042, grad_norm: 3.7116 2020-07-25 07:56:13,370 - mmaction - INFO - Epoch [7][1600/3757] lr: 2.000e-02, eta: 2 days, 18:26:54, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5311, loss: 2.5311, grad_norm: 3.8095 2020-07-25 07:56:26,668 - mmaction - INFO - Epoch [7][1620/3757] lr: 2.000e-02, eta: 2 days, 18:26:36, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6641, loss_cls: 2.5760, loss: 2.5760, grad_norm: 3.6784 2020-07-25 07:56:39,387 - mmaction - INFO - Epoch [7][1640/3757] lr: 2.000e-02, eta: 2 days, 18:26:10, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6789, loss_cls: 2.5497, loss: 2.5497, grad_norm: 3.8546 2020-07-25 07:56:53,078 - mmaction - INFO - Epoch [7][1660/3757] lr: 2.000e-02, eta: 2 days, 18:25:56, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6828, loss_cls: 2.5523, loss: 2.5523, grad_norm: 3.9505 2020-07-25 07:57:07,121 - mmaction - INFO - Epoch [7][1680/3757] lr: 2.000e-02, eta: 2 days, 18:25:50, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6914, loss_cls: 2.4514, loss: 2.4514, grad_norm: 3.9402 2020-07-25 07:57:19,983 - mmaction - INFO - Epoch [7][1700/3757] lr: 2.000e-02, eta: 2 days, 18:25:24, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6668, loss: 2.6668, grad_norm: 3.8177 2020-07-25 07:57:33,470 - mmaction - INFO - Epoch [7][1720/3757] lr: 2.000e-02, eta: 2 days, 18:25:10, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5968, loss: 2.5968, grad_norm: 3.7492 2020-07-25 07:57:46,116 - mmaction - INFO - Epoch [7][1740/3757] lr: 2.000e-02, eta: 2 days, 18:24:42, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4488, loss: 2.4488, grad_norm: 3.7985 2020-07-25 07:57:59,274 - mmaction - INFO - Epoch [7][1760/3757] lr: 2.000e-02, eta: 2 days, 18:24:23, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.5317, loss: 2.5317, grad_norm: 3.9554 2020-07-25 07:58:12,485 - mmaction - INFO - Epoch [7][1780/3757] lr: 2.000e-02, eta: 2 days, 18:24:03, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6640, loss: 2.6640, grad_norm: 3.9312 2020-07-25 07:58:25,905 - mmaction - INFO - Epoch [7][1800/3757] lr: 2.000e-02, eta: 2 days, 18:23:46, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5537, loss: 2.5537, grad_norm: 3.8845 2020-07-25 07:58:38,681 - mmaction - INFO - Epoch [7][1820/3757] lr: 2.000e-02, eta: 2 days, 18:23:21, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.4722, loss: 2.4722, grad_norm: 3.8580 2020-07-25 07:58:51,577 - mmaction - INFO - Epoch [7][1840/3757] lr: 2.000e-02, eta: 2 days, 18:22:58, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.7778 2020-07-25 07:59:04,809 - mmaction - INFO - Epoch [7][1860/3757] lr: 2.000e-02, eta: 2 days, 18:22:38, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6269, loss: 2.6269, grad_norm: 3.9566 2020-07-25 07:59:17,901 - mmaction - INFO - Epoch [7][1880/3757] lr: 2.000e-02, eta: 2 days, 18:22:18, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6766, loss_cls: 2.5898, loss: 2.5898, grad_norm: 3.8780 2020-07-25 07:59:30,562 - mmaction - INFO - Epoch [7][1900/3757] lr: 2.000e-02, eta: 2 days, 18:21:51, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6138, loss: 2.6138, grad_norm: 3.9385 2020-07-25 07:59:43,321 - mmaction - INFO - Epoch [7][1920/3757] lr: 2.000e-02, eta: 2 days, 18:21:25, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6844, loss_cls: 2.5079, loss: 2.5079, grad_norm: 3.7704 2020-07-25 07:59:57,142 - mmaction - INFO - Epoch [7][1940/3757] lr: 2.000e-02, eta: 2 days, 18:21:14, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5264, loss: 2.5264, grad_norm: 3.8704 2020-07-25 08:00:10,663 - mmaction - INFO - Epoch [7][1960/3757] lr: 2.000e-02, eta: 2 days, 18:20:59, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.5200, loss: 2.5200, grad_norm: 3.9175 2020-07-25 08:00:24,493 - mmaction - INFO - Epoch [7][1980/3757] lr: 2.000e-02, eta: 2 days, 18:20:47, time: 0.686, data_time: 0.009, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7078, loss_cls: 2.4176, loss: 2.4176, grad_norm: 3.7207 2020-07-25 08:00:37,735 - mmaction - INFO - Epoch [7][2000/3757] lr: 2.000e-02, eta: 2 days, 18:20:30, time: 0.669, data_time: 0.016, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6828, loss_cls: 2.5018, loss: 2.5018, grad_norm: 3.6983 2020-07-25 08:00:50,496 - mmaction - INFO - Epoch [7][2020/3757] lr: 2.000e-02, eta: 2 days, 18:20:04, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6805, loss_cls: 2.5814, loss: 2.5814, grad_norm: 3.6879 2020-07-25 08:01:03,428 - mmaction - INFO - Epoch [7][2040/3757] lr: 2.000e-02, eta: 2 days, 18:19:41, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6844, loss_cls: 2.4872, loss: 2.4872, grad_norm: 3.6087 2020-07-25 08:01:17,233 - mmaction - INFO - Epoch [7][2060/3757] lr: 2.000e-02, eta: 2 days, 18:19:30, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6859, loss_cls: 2.5179, loss: 2.5179, grad_norm: 3.9637 2020-07-25 08:01:30,859 - mmaction - INFO - Epoch [7][2080/3757] lr: 2.000e-02, eta: 2 days, 18:19:18, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6867, loss_cls: 2.5394, loss: 2.5394, grad_norm: 3.8575 2020-07-25 08:01:43,772 - mmaction - INFO - Epoch [7][2100/3757] lr: 2.000e-02, eta: 2 days, 18:18:54, time: 0.646, data_time: 0.002, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5042, loss: 2.5042, grad_norm: 3.9720 2020-07-25 08:01:57,092 - mmaction - INFO - Epoch [7][2120/3757] lr: 2.000e-02, eta: 2 days, 18:18:35, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6805, loss_cls: 2.5387, loss: 2.5387, grad_norm: 4.0387 2020-07-25 08:02:10,859 - mmaction - INFO - Epoch [7][2140/3757] lr: 2.000e-02, eta: 2 days, 18:18:26, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.4944, loss: 2.4944, grad_norm: 3.7889 2020-07-25 08:02:24,222 - mmaction - INFO - Epoch [7][2160/3757] lr: 2.000e-02, eta: 2 days, 18:18:08, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4688, loss: 2.4688, grad_norm: 3.8325 2020-07-25 08:02:36,666 - mmaction - INFO - Epoch [7][2180/3757] lr: 2.000e-02, eta: 2 days, 18:17:38, time: 0.624, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5912, loss: 2.5912, grad_norm: 3.7491 2020-07-25 08:02:49,466 - mmaction - INFO - Epoch [7][2200/3757] lr: 2.000e-02, eta: 2 days, 18:17:13, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6852, loss_cls: 2.4395, loss: 2.4395, grad_norm: 3.9925 2020-07-25 08:03:02,651 - mmaction - INFO - Epoch [7][2220/3757] lr: 2.000e-02, eta: 2 days, 18:16:54, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.4814, loss: 2.4814, grad_norm: 3.7910 2020-07-25 08:03:15,478 - mmaction - INFO - Epoch [7][2240/3757] lr: 2.000e-02, eta: 2 days, 18:16:29, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6828, loss_cls: 2.5439, loss: 2.5439, grad_norm: 3.8399 2020-07-25 08:03:28,477 - mmaction - INFO - Epoch [7][2260/3757] lr: 2.000e-02, eta: 2 days, 18:16:07, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.5560, loss: 2.5560, grad_norm: 3.9087 2020-07-25 08:03:41,194 - mmaction - INFO - Epoch [7][2280/3757] lr: 2.000e-02, eta: 2 days, 18:15:41, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5019, loss: 2.5019, grad_norm: 4.1773 2020-07-25 08:03:54,139 - mmaction - INFO - Epoch [7][2300/3757] lr: 2.000e-02, eta: 2 days, 18:15:18, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.5763, loss: 2.5763, grad_norm: 3.9318 2020-07-25 08:04:07,046 - mmaction - INFO - Epoch [7][2320/3757] lr: 2.000e-02, eta: 2 days, 18:14:55, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.7109, loss_cls: 2.3940, loss: 2.3940, grad_norm: 3.8840 2020-07-25 08:04:20,184 - mmaction - INFO - Epoch [7][2340/3757] lr: 2.000e-02, eta: 2 days, 18:14:34, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6898, loss_cls: 2.5190, loss: 2.5190, grad_norm: 3.7673 2020-07-25 08:04:32,742 - mmaction - INFO - Epoch [7][2360/3757] lr: 2.000e-02, eta: 2 days, 18:14:07, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6750, loss_cls: 2.6173, loss: 2.6173, grad_norm: 3.9319 2020-07-25 08:04:45,544 - mmaction - INFO - Epoch [7][2380/3757] lr: 2.000e-02, eta: 2 days, 18:13:42, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5246, loss: 2.5246, grad_norm: 3.7760 2020-07-25 08:04:58,280 - mmaction - INFO - Epoch [7][2400/3757] lr: 2.000e-02, eta: 2 days, 18:13:17, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.5881, loss: 2.5881, grad_norm: 3.9484 2020-07-25 08:05:12,019 - mmaction - INFO - Epoch [7][2420/3757] lr: 2.000e-02, eta: 2 days, 18:13:04, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.5182, loss: 2.5182, grad_norm: 3.8068 2020-07-25 08:05:24,594 - mmaction - INFO - Epoch [7][2440/3757] lr: 2.000e-02, eta: 2 days, 18:12:37, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4854, loss: 2.4854, grad_norm: 3.7895 2020-07-25 08:05:37,453 - mmaction - INFO - Epoch [7][2460/3757] lr: 2.000e-02, eta: 2 days, 18:12:12, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6828, loss_cls: 2.4700, loss: 2.4700, grad_norm: 3.8947 2020-07-25 08:05:50,199 - mmaction - INFO - Epoch [7][2480/3757] lr: 2.000e-02, eta: 2 days, 18:11:47, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6077, loss: 2.6077, grad_norm: 3.9473 2020-07-25 08:06:03,514 - mmaction - INFO - Epoch [7][2500/3757] lr: 2.000e-02, eta: 2 days, 18:11:29, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.5605, loss: 2.5605, grad_norm: 3.9109 2020-07-25 08:06:15,977 - mmaction - INFO - Epoch [7][2520/3757] lr: 2.000e-02, eta: 2 days, 18:11:01, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5637, loss: 2.5637, grad_norm: 3.8054 2020-07-25 08:06:29,451 - mmaction - INFO - Epoch [7][2540/3757] lr: 2.000e-02, eta: 2 days, 18:10:45, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4579, loss: 2.4579, grad_norm: 3.7802 2020-07-25 08:06:42,393 - mmaction - INFO - Epoch [7][2560/3757] lr: 2.000e-02, eta: 2 days, 18:10:23, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6891, loss_cls: 2.5603, loss: 2.5603, grad_norm: 3.9019 2020-07-25 08:06:55,200 - mmaction - INFO - Epoch [7][2580/3757] lr: 2.000e-02, eta: 2 days, 18:09:57, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5729, loss: 2.5729, grad_norm: 3.7720 2020-07-25 08:07:08,928 - mmaction - INFO - Epoch [7][2600/3757] lr: 2.000e-02, eta: 2 days, 18:09:47, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6891, loss_cls: 2.5163, loss: 2.5163, grad_norm: 3.7299 2020-07-25 08:07:21,655 - mmaction - INFO - Epoch [7][2620/3757] lr: 2.000e-02, eta: 2 days, 18:09:20, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.5098, loss: 2.5098, grad_norm: 4.0306 2020-07-25 08:07:34,382 - mmaction - INFO - Epoch [7][2640/3757] lr: 2.000e-02, eta: 2 days, 18:08:55, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6781, loss_cls: 2.5841, loss: 2.5841, grad_norm: 3.9673 2020-07-25 08:07:47,969 - mmaction - INFO - Epoch [7][2660/3757] lr: 2.000e-02, eta: 2 days, 18:08:42, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5178, loss: 2.5178, grad_norm: 3.9285 2020-07-25 08:08:00,599 - mmaction - INFO - Epoch [7][2680/3757] lr: 2.000e-02, eta: 2 days, 18:08:15, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6922, loss_cls: 2.5625, loss: 2.5625, grad_norm: 3.9156 2020-07-25 08:08:14,215 - mmaction - INFO - Epoch [7][2700/3757] lr: 2.000e-02, eta: 2 days, 18:08:01, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.4442, loss: 2.4442, grad_norm: 3.8665 2020-07-25 08:08:26,555 - mmaction - INFO - Epoch [7][2720/3757] lr: 2.000e-02, eta: 2 days, 18:07:31, time: 0.620, data_time: 0.005, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5171, loss: 2.5171, grad_norm: 3.7631 2020-07-25 08:08:39,875 - mmaction - INFO - Epoch [7][2740/3757] lr: 2.000e-02, eta: 2 days, 18:07:12, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6789, loss_cls: 2.5205, loss: 2.5205, grad_norm: 3.9388 2020-07-25 08:08:52,708 - mmaction - INFO - Epoch [7][2760/3757] lr: 2.000e-02, eta: 2 days, 18:06:50, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6984, loss_cls: 2.4397, loss: 2.4397, grad_norm: 3.8222 2020-07-25 08:09:06,281 - mmaction - INFO - Epoch [7][2780/3757] lr: 2.000e-02, eta: 2 days, 18:06:35, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.5607, loss: 2.5607, grad_norm: 3.8710 2020-07-25 08:09:20,121 - mmaction - INFO - Epoch [7][2800/3757] lr: 2.000e-02, eta: 2 days, 18:06:26, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5396, loss: 2.5396, grad_norm: 3.9994 2020-07-25 08:09:33,634 - mmaction - INFO - Epoch [7][2820/3757] lr: 2.000e-02, eta: 2 days, 18:06:11, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5268, loss: 2.5268, grad_norm: 3.8518 2020-07-25 08:09:47,606 - mmaction - INFO - Epoch [7][2840/3757] lr: 2.000e-02, eta: 2 days, 18:06:03, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3522, loss: 2.3522, grad_norm: 3.7707 2020-07-25 08:10:00,113 - mmaction - INFO - Epoch [7][2860/3757] lr: 2.000e-02, eta: 2 days, 18:05:33, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5760, loss: 2.5760, grad_norm: 3.9303 2020-07-25 08:10:13,368 - mmaction - INFO - Epoch [7][2880/3757] lr: 2.000e-02, eta: 2 days, 18:05:17, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6891, loss_cls: 2.5386, loss: 2.5386, grad_norm: 3.8907 2020-07-25 08:10:26,983 - mmaction - INFO - Epoch [7][2900/3757] lr: 2.000e-02, eta: 2 days, 18:05:03, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6081, loss: 2.6081, grad_norm: 3.9878 2020-07-25 08:10:39,806 - mmaction - INFO - Epoch [7][2920/3757] lr: 2.000e-02, eta: 2 days, 18:04:38, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6781, loss_cls: 2.5342, loss: 2.5342, grad_norm: 3.6422 2020-07-25 08:10:53,434 - mmaction - INFO - Epoch [7][2940/3757] lr: 2.000e-02, eta: 2 days, 18:04:26, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6617, loss_cls: 2.5464, loss: 2.5464, grad_norm: 3.8410 2020-07-25 08:11:06,182 - mmaction - INFO - Epoch [7][2960/3757] lr: 2.000e-02, eta: 2 days, 18:04:01, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5449, loss: 2.5449, grad_norm: 3.8453 2020-07-25 08:11:19,404 - mmaction - INFO - Epoch [7][2980/3757] lr: 2.000e-02, eta: 2 days, 18:03:43, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6930, loss_cls: 2.5424, loss: 2.5424, grad_norm: 3.7825 2020-07-25 08:11:33,106 - mmaction - INFO - Epoch [7][3000/3757] lr: 2.000e-02, eta: 2 days, 18:03:30, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6891, loss_cls: 2.4504, loss: 2.4504, grad_norm: 3.7578 2020-07-25 08:11:45,706 - mmaction - INFO - Epoch [7][3020/3757] lr: 2.000e-02, eta: 2 days, 18:03:04, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4242, top5_acc: 0.7039, loss_cls: 2.4445, loss: 2.4445, grad_norm: 4.0206 2020-07-25 08:11:58,887 - mmaction - INFO - Epoch [7][3040/3757] lr: 2.000e-02, eta: 2 days, 18:02:44, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6984, loss_cls: 2.4401, loss: 2.4401, grad_norm: 3.7872 2020-07-25 08:12:11,617 - mmaction - INFO - Epoch [7][3060/3757] lr: 2.000e-02, eta: 2 days, 18:02:19, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6922, loss_cls: 2.5854, loss: 2.5854, grad_norm: 3.8294 2020-07-25 08:12:24,333 - mmaction - INFO - Epoch [7][3080/3757] lr: 2.000e-02, eta: 2 days, 18:01:53, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6992, loss_cls: 2.4488, loss: 2.4488, grad_norm: 3.8691 2020-07-25 08:12:37,654 - mmaction - INFO - Epoch [7][3100/3757] lr: 2.000e-02, eta: 2 days, 18:01:37, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6820, loss_cls: 2.5488, loss: 2.5488, grad_norm: 3.8737 2020-07-25 08:12:50,976 - mmaction - INFO - Epoch [7][3120/3757] lr: 2.000e-02, eta: 2 days, 18:01:19, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6930, loss_cls: 2.5958, loss: 2.5958, grad_norm: 3.8601 2020-07-25 08:13:03,997 - mmaction - INFO - Epoch [7][3140/3757] lr: 2.000e-02, eta: 2 days, 18:00:59, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.4053, loss: 2.4053, grad_norm: 3.8751 2020-07-25 08:13:16,899 - mmaction - INFO - Epoch [7][3160/3757] lr: 2.000e-02, eta: 2 days, 18:00:34, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6703, loss_cls: 2.5950, loss: 2.5950, grad_norm: 3.9208 2020-07-25 08:13:30,595 - mmaction - INFO - Epoch [7][3180/3757] lr: 2.000e-02, eta: 2 days, 18:00:24, time: 0.690, data_time: 0.009, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.5866, loss: 2.5866, grad_norm: 3.8429 2020-07-25 08:13:43,460 - mmaction - INFO - Epoch [7][3200/3757] lr: 2.000e-02, eta: 2 days, 18:00:00, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.5042, loss: 2.5042, grad_norm: 3.7644 2020-07-25 08:13:57,738 - mmaction - INFO - Epoch [7][3220/3757] lr: 2.000e-02, eta: 2 days, 17:59:56, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.6541, loss: 2.6541, grad_norm: 3.8916 2020-07-25 08:14:11,231 - mmaction - INFO - Epoch [7][3240/3757] lr: 2.000e-02, eta: 2 days, 17:59:42, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6781, loss_cls: 2.5157, loss: 2.5157, grad_norm: 3.8654 2020-07-25 08:14:24,378 - mmaction - INFO - Epoch [7][3260/3757] lr: 2.000e-02, eta: 2 days, 17:59:22, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4835, loss: 2.4835, grad_norm: 3.8962 2020-07-25 08:14:37,687 - mmaction - INFO - Epoch [7][3280/3757] lr: 2.000e-02, eta: 2 days, 17:59:05, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4141, top5_acc: 0.6930, loss_cls: 2.5014, loss: 2.5014, grad_norm: 3.9859 2020-07-25 08:14:50,520 - mmaction - INFO - Epoch [7][3300/3757] lr: 2.000e-02, eta: 2 days, 17:58:40, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.3945, top5_acc: 0.6617, loss_cls: 2.6244, loss: 2.6244, grad_norm: 3.7393 2020-07-25 08:15:03,164 - mmaction - INFO - Epoch [7][3320/3757] lr: 2.000e-02, eta: 2 days, 17:58:15, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6805, loss_cls: 2.5896, loss: 2.5896, grad_norm: 3.7090 2020-07-25 08:15:16,189 - mmaction - INFO - Epoch [7][3340/3757] lr: 2.000e-02, eta: 2 days, 17:57:54, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7055, loss_cls: 2.4146, loss: 2.4146, grad_norm: 3.8639 2020-07-25 08:15:29,669 - mmaction - INFO - Epoch [7][3360/3757] lr: 2.000e-02, eta: 2 days, 17:57:38, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6750, loss_cls: 2.5221, loss: 2.5221, grad_norm: 3.8959 2020-07-25 08:15:42,636 - mmaction - INFO - Epoch [7][3380/3757] lr: 2.000e-02, eta: 2 days, 17:57:17, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.5274, loss: 2.5274, grad_norm: 3.9537 2020-07-25 08:15:55,471 - mmaction - INFO - Epoch [7][3400/3757] lr: 2.000e-02, eta: 2 days, 17:56:54, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6154, loss: 2.6154, grad_norm: 3.8580 2020-07-25 08:16:08,411 - mmaction - INFO - Epoch [7][3420/3757] lr: 2.000e-02, eta: 2 days, 17:56:31, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.4990, loss: 2.4990, grad_norm: 3.7832 2020-07-25 08:16:21,279 - mmaction - INFO - Epoch [7][3440/3757] lr: 2.000e-02, eta: 2 days, 17:56:07, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.4967, loss: 2.4967, grad_norm: 3.6775 2020-07-25 08:16:34,975 - mmaction - INFO - Epoch [7][3460/3757] lr: 2.000e-02, eta: 2 days, 17:55:57, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6766, loss_cls: 2.5417, loss: 2.5417, grad_norm: 3.7821 2020-07-25 08:16:47,989 - mmaction - INFO - Epoch [7][3480/3757] lr: 2.000e-02, eta: 2 days, 17:55:35, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6750, loss_cls: 2.4974, loss: 2.4974, grad_norm: 3.8491 2020-07-25 08:17:01,597 - mmaction - INFO - Epoch [7][3500/3757] lr: 2.000e-02, eta: 2 days, 17:55:22, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5360, loss: 2.5360, grad_norm: 3.8745 2020-07-25 08:17:14,604 - mmaction - INFO - Epoch [7][3520/3757] lr: 2.000e-02, eta: 2 days, 17:55:01, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.5048, loss: 2.5048, grad_norm: 3.7515 2020-07-25 08:17:28,005 - mmaction - INFO - Epoch [7][3540/3757] lr: 2.000e-02, eta: 2 days, 17:54:45, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6680, loss_cls: 2.5989, loss: 2.5989, grad_norm: 3.7374 2020-07-25 08:17:40,859 - mmaction - INFO - Epoch [7][3560/3757] lr: 2.000e-02, eta: 2 days, 17:54:22, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5439, loss: 2.5439, grad_norm: 4.0372 2020-07-25 08:17:53,704 - mmaction - INFO - Epoch [7][3580/3757] lr: 2.000e-02, eta: 2 days, 17:53:57, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4062, top5_acc: 0.6648, loss_cls: 2.6093, loss: 2.6093, grad_norm: 3.8289 2020-07-25 08:18:06,546 - mmaction - INFO - Epoch [7][3600/3757] lr: 2.000e-02, eta: 2 days, 17:53:35, time: 0.648, data_time: 0.009, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6734, loss_cls: 2.5546, loss: 2.5546, grad_norm: 3.9030 2020-07-25 08:18:20,127 - mmaction - INFO - Epoch [7][3620/3757] lr: 2.000e-02, eta: 2 days, 17:53:22, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4886, loss: 2.4886, grad_norm: 3.7434 2020-07-25 08:18:32,778 - mmaction - INFO - Epoch [7][3640/3757] lr: 2.000e-02, eta: 2 days, 17:52:55, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.3930, top5_acc: 0.6758, loss_cls: 2.5955, loss: 2.5955, grad_norm: 3.8905 2020-07-25 08:18:46,288 - mmaction - INFO - Epoch [7][3660/3757] lr: 2.000e-02, eta: 2 days, 17:52:42, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.6477 2020-07-25 08:18:58,998 - mmaction - INFO - Epoch [7][3680/3757] lr: 2.000e-02, eta: 2 days, 17:52:15, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4023, top5_acc: 0.6898, loss_cls: 2.5490, loss: 2.5490, grad_norm: 3.9060 2020-07-25 08:19:11,730 - mmaction - INFO - Epoch [7][3700/3757] lr: 2.000e-02, eta: 2 days, 17:51:52, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6742, loss_cls: 2.5561, loss: 2.5561, grad_norm: 3.9359 2020-07-25 08:19:25,166 - mmaction - INFO - Epoch [7][3720/3757] lr: 2.000e-02, eta: 2 days, 17:51:36, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.5222, loss: 2.5222, grad_norm: 3.7939 2020-07-25 08:19:38,978 - mmaction - INFO - Epoch [7][3740/3757] lr: 2.000e-02, eta: 2 days, 17:51:26, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.4297, top5_acc: 0.7125, loss_cls: 2.3902, loss: 2.3902, grad_norm: 4.0424 2020-07-25 08:19:49,794 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-07-25 08:20:15,956 - mmaction - INFO - Epoch [8][20/3757] lr: 2.000e-02, eta: 2 days, 17:50:54, time: 1.231, data_time: 0.566, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6867, loss_cls: 2.4842, loss: 2.4842, grad_norm: 3.8712 2020-07-25 08:20:28,280 - mmaction - INFO - Epoch [8][40/3757] lr: 2.000e-02, eta: 2 days, 17:50:24, time: 0.614, data_time: 0.005, memory: 7079, top1_acc: 0.4383, top5_acc: 0.7047, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.7636 2020-07-25 08:20:41,410 - mmaction - INFO - Epoch [8][60/3757] lr: 2.000e-02, eta: 2 days, 17:50:05, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.7008, loss_cls: 2.4392, loss: 2.4392, grad_norm: 3.8122 2020-07-25 08:20:53,916 - mmaction - INFO - Epoch [8][80/3757] lr: 2.000e-02, eta: 2 days, 17:49:37, time: 0.626, data_time: 0.002, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.5010, loss: 2.5010, grad_norm: 3.9334 2020-07-25 08:21:06,567 - mmaction - INFO - Epoch [8][100/3757] lr: 2.000e-02, eta: 2 days, 17:49:11, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6727, loss_cls: 2.5066, loss: 2.5066, grad_norm: 3.9487 2020-07-25 08:21:19,334 - mmaction - INFO - Epoch [8][120/3757] lr: 2.000e-02, eta: 2 days, 17:48:47, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6750, loss_cls: 2.5142, loss: 2.5142, grad_norm: 3.7488 2020-07-25 08:21:33,366 - mmaction - INFO - Epoch [8][140/3757] lr: 2.000e-02, eta: 2 days, 17:48:39, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.4348, loss: 2.4348, grad_norm: 4.0023 2020-07-25 08:21:45,935 - mmaction - INFO - Epoch [8][160/3757] lr: 2.000e-02, eta: 2 days, 17:48:13, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6859, loss_cls: 2.4951, loss: 2.4951, grad_norm: 3.6692 2020-07-25 08:21:58,635 - mmaction - INFO - Epoch [8][180/3757] lr: 2.000e-02, eta: 2 days, 17:47:48, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6664, loss_cls: 2.5424, loss: 2.5424, grad_norm: 3.7942 2020-07-25 08:22:11,325 - mmaction - INFO - Epoch [8][200/3757] lr: 2.000e-02, eta: 2 days, 17:47:23, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6680, loss_cls: 2.5568, loss: 2.5568, grad_norm: 3.7938 2020-07-25 08:22:24,639 - mmaction - INFO - Epoch [8][220/3757] lr: 2.000e-02, eta: 2 days, 17:47:05, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.5397, loss: 2.5397, grad_norm: 4.0377 2020-07-25 08:22:37,814 - mmaction - INFO - Epoch [8][240/3757] lr: 2.000e-02, eta: 2 days, 17:46:47, time: 0.664, data_time: 0.009, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6914, loss_cls: 2.4555, loss: 2.4555, grad_norm: 3.7852 2020-07-25 08:22:50,613 - mmaction - INFO - Epoch [8][260/3757] lr: 2.000e-02, eta: 2 days, 17:46:23, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.4062, loss: 2.4062, grad_norm: 3.8452 2020-07-25 08:23:04,369 - mmaction - INFO - Epoch [8][280/3757] lr: 2.000e-02, eta: 2 days, 17:46:13, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.4480, loss: 2.4480, grad_norm: 3.8753 2020-07-25 08:23:17,971 - mmaction - INFO - Epoch [8][300/3757] lr: 2.000e-02, eta: 2 days, 17:45:59, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6922, loss_cls: 2.4751, loss: 2.4751, grad_norm: 3.9994 2020-07-25 08:23:30,996 - mmaction - INFO - Epoch [8][320/3757] lr: 2.000e-02, eta: 2 days, 17:45:39, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.5411, loss: 2.5411, grad_norm: 3.8632 2020-07-25 08:23:43,586 - mmaction - INFO - Epoch [8][340/3757] lr: 2.000e-02, eta: 2 days, 17:45:13, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5955, loss: 2.5955, grad_norm: 3.8670 2020-07-25 08:23:57,353 - mmaction - INFO - Epoch [8][360/3757] lr: 2.000e-02, eta: 2 days, 17:45:01, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4222, loss: 2.4222, grad_norm: 3.9510 2020-07-25 08:24:10,823 - mmaction - INFO - Epoch [8][380/3757] lr: 2.000e-02, eta: 2 days, 17:44:47, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4735, loss: 2.4735, grad_norm: 3.7595 2020-07-25 08:24:24,441 - mmaction - INFO - Epoch [8][400/3757] lr: 2.000e-02, eta: 2 days, 17:44:34, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3611, loss: 2.3611, grad_norm: 3.9031 2020-07-25 08:24:37,669 - mmaction - INFO - Epoch [8][420/3757] lr: 2.000e-02, eta: 2 days, 17:44:16, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6820, loss_cls: 2.4264, loss: 2.4264, grad_norm: 3.7880 2020-07-25 08:24:50,625 - mmaction - INFO - Epoch [8][440/3757] lr: 2.000e-02, eta: 2 days, 17:43:54, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.7626 2020-07-25 08:25:03,533 - mmaction - INFO - Epoch [8][460/3757] lr: 2.000e-02, eta: 2 days, 17:43:33, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6797, loss_cls: 2.5286, loss: 2.5286, grad_norm: 3.7723 2020-07-25 08:25:16,936 - mmaction - INFO - Epoch [8][480/3757] lr: 2.000e-02, eta: 2 days, 17:43:17, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.5427, loss: 2.5427, grad_norm: 3.7910 2020-07-25 08:25:30,857 - mmaction - INFO - Epoch [8][500/3757] lr: 2.000e-02, eta: 2 days, 17:43:08, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6875, loss_cls: 2.5093, loss: 2.5093, grad_norm: 3.8868 2020-07-25 08:25:43,394 - mmaction - INFO - Epoch [8][520/3757] lr: 2.000e-02, eta: 2 days, 17:42:41, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6695, loss_cls: 2.5191, loss: 2.5191, grad_norm: 3.7337 2020-07-25 08:25:56,294 - mmaction - INFO - Epoch [8][540/3757] lr: 2.000e-02, eta: 2 days, 17:42:18, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.4561, loss: 2.4561, grad_norm: 4.0034 2020-07-25 08:26:09,932 - mmaction - INFO - Epoch [8][560/3757] lr: 2.000e-02, eta: 2 days, 17:42:07, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6891, loss_cls: 2.5038, loss: 2.5038, grad_norm: 3.9011 2020-07-25 08:26:23,331 - mmaction - INFO - Epoch [8][580/3757] lr: 2.000e-02, eta: 2 days, 17:41:50, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.5922, loss: 2.5922, grad_norm: 3.6333 2020-07-25 08:26:36,326 - mmaction - INFO - Epoch [8][600/3757] lr: 2.000e-02, eta: 2 days, 17:41:30, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5875, loss: 2.5875, grad_norm: 3.8406 2020-07-25 08:26:49,105 - mmaction - INFO - Epoch [8][620/3757] lr: 2.000e-02, eta: 2 days, 17:41:07, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.4352, loss: 2.4352, grad_norm: 3.7351 2020-07-25 08:27:02,633 - mmaction - INFO - Epoch [8][640/3757] lr: 2.000e-02, eta: 2 days, 17:40:52, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.4208, loss: 2.4208, grad_norm: 3.8572 2020-07-25 08:27:15,231 - mmaction - INFO - Epoch [8][660/3757] lr: 2.000e-02, eta: 2 days, 17:40:26, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.5297, loss: 2.5297, grad_norm: 3.8054 2020-07-25 08:27:28,034 - mmaction - INFO - Epoch [8][680/3757] lr: 2.000e-02, eta: 2 days, 17:40:03, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4234, top5_acc: 0.7031, loss_cls: 2.5172, loss: 2.5172, grad_norm: 3.7239 2020-07-25 08:27:40,929 - mmaction - INFO - Epoch [8][700/3757] lr: 2.000e-02, eta: 2 days, 17:39:40, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.4155, loss: 2.4155, grad_norm: 3.8650 2020-07-25 08:27:53,689 - mmaction - INFO - Epoch [8][720/3757] lr: 2.000e-02, eta: 2 days, 17:39:17, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5649, loss: 2.5649, grad_norm: 3.8590 2020-07-25 08:28:07,729 - mmaction - INFO - Epoch [8][740/3757] lr: 2.000e-02, eta: 2 days, 17:39:09, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.5200, loss: 2.5200, grad_norm: 3.7970 2020-07-25 08:28:20,295 - mmaction - INFO - Epoch [8][760/3757] lr: 2.000e-02, eta: 2 days, 17:38:44, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7156, loss_cls: 2.3907, loss: 2.3907, grad_norm: 3.8407 2020-07-25 08:28:33,151 - mmaction - INFO - Epoch [8][780/3757] lr: 2.000e-02, eta: 2 days, 17:38:19, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5483, loss: 2.5483, grad_norm: 4.1205 2020-07-25 08:28:45,688 - mmaction - INFO - Epoch [8][800/3757] lr: 2.000e-02, eta: 2 days, 17:37:54, time: 0.633, data_time: 0.009, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3641, loss: 2.3641, grad_norm: 3.8264 2020-07-25 08:28:58,670 - mmaction - INFO - Epoch [8][820/3757] lr: 2.000e-02, eta: 2 days, 17:37:32, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.5811, loss: 2.5811, grad_norm: 3.9337 2020-07-25 08:29:12,062 - mmaction - INFO - Epoch [8][840/3757] lr: 2.000e-02, eta: 2 days, 17:37:18, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4349, loss: 2.4349, grad_norm: 3.8578 2020-07-25 08:29:25,522 - mmaction - INFO - Epoch [8][860/3757] lr: 2.000e-02, eta: 2 days, 17:37:03, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.3992, top5_acc: 0.6703, loss_cls: 2.6061, loss: 2.6061, grad_norm: 3.8418 2020-07-25 08:29:38,726 - mmaction - INFO - Epoch [8][880/3757] lr: 2.000e-02, eta: 2 days, 17:36:45, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.3806, loss: 2.3806, grad_norm: 3.7616 2020-07-25 08:29:52,247 - mmaction - INFO - Epoch [8][900/3757] lr: 2.000e-02, eta: 2 days, 17:36:31, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6937, loss_cls: 2.4257, loss: 2.4257, grad_norm: 3.9490 2020-07-25 08:30:05,775 - mmaction - INFO - Epoch [8][920/3757] lr: 2.000e-02, eta: 2 days, 17:36:16, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6930, loss_cls: 2.4946, loss: 2.4946, grad_norm: 3.9099 2020-07-25 08:30:19,438 - mmaction - INFO - Epoch [8][940/3757] lr: 2.000e-02, eta: 2 days, 17:36:05, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5462, loss: 2.5462, grad_norm: 4.0339 2020-07-25 08:30:32,974 - mmaction - INFO - Epoch [8][960/3757] lr: 2.000e-02, eta: 2 days, 17:35:50, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4297, top5_acc: 0.7031, loss_cls: 2.4846, loss: 2.4846, grad_norm: 3.8124 2020-07-25 08:30:46,128 - mmaction - INFO - Epoch [8][980/3757] lr: 2.000e-02, eta: 2 days, 17:35:32, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6766, loss_cls: 2.4759, loss: 2.4759, grad_norm: 3.8645 2020-07-25 08:31:00,265 - mmaction - INFO - Epoch [8][1000/3757] lr: 2.000e-02, eta: 2 days, 17:35:26, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.9760 2020-07-25 08:31:13,139 - mmaction - INFO - Epoch [8][1020/3757] lr: 2.000e-02, eta: 2 days, 17:35:04, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4273, top5_acc: 0.7055, loss_cls: 2.4598, loss: 2.4598, grad_norm: 4.0047 2020-07-25 08:31:25,714 - mmaction - INFO - Epoch [8][1040/3757] lr: 2.000e-02, eta: 2 days, 17:34:38, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6758, loss_cls: 2.5755, loss: 2.5755, grad_norm: 3.6913 2020-07-25 08:31:39,710 - mmaction - INFO - Epoch [8][1060/3757] lr: 2.000e-02, eta: 2 days, 17:34:30, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5034, loss: 2.5034, grad_norm: 3.8864 2020-07-25 08:31:53,514 - mmaction - INFO - Epoch [8][1080/3757] lr: 2.000e-02, eta: 2 days, 17:34:20, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6961, loss_cls: 2.5040, loss: 2.5040, grad_norm: 3.8470 2020-07-25 08:32:05,935 - mmaction - INFO - Epoch [8][1100/3757] lr: 2.000e-02, eta: 2 days, 17:33:51, time: 0.620, data_time: 0.002, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4653, loss: 2.4653, grad_norm: 3.9295 2020-07-25 08:32:20,055 - mmaction - INFO - Epoch [8][1120/3757] lr: 2.000e-02, eta: 2 days, 17:33:45, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6937, loss_cls: 2.5095, loss: 2.5095, grad_norm: 4.0272 2020-07-25 08:32:33,370 - mmaction - INFO - Epoch [8][1140/3757] lr: 2.000e-02, eta: 2 days, 17:33:28, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.3937, top5_acc: 0.6617, loss_cls: 2.6832, loss: 2.6832, grad_norm: 3.7650 2020-07-25 08:32:46,118 - mmaction - INFO - Epoch [8][1160/3757] lr: 2.000e-02, eta: 2 days, 17:33:05, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6633, loss_cls: 2.5904, loss: 2.5904, grad_norm: 3.7566 2020-07-25 08:32:59,356 - mmaction - INFO - Epoch [8][1180/3757] lr: 2.000e-02, eta: 2 days, 17:32:47, time: 0.661, data_time: 0.003, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6844, loss_cls: 2.5036, loss: 2.5036, grad_norm: 3.7876 2020-07-25 08:33:12,137 - mmaction - INFO - Epoch [8][1200/3757] lr: 2.000e-02, eta: 2 days, 17:32:24, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.5081, loss: 2.5081, grad_norm: 3.7508 2020-07-25 08:33:24,860 - mmaction - INFO - Epoch [8][1220/3757] lr: 2.000e-02, eta: 2 days, 17:32:00, time: 0.636, data_time: 0.003, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.5003, loss: 2.5003, grad_norm: 3.7145 2020-07-25 08:33:38,339 - mmaction - INFO - Epoch [8][1240/3757] lr: 2.000e-02, eta: 2 days, 17:31:46, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.5192, loss: 2.5192, grad_norm: 3.8707 2020-07-25 08:33:51,687 - mmaction - INFO - Epoch [8][1260/3757] lr: 2.000e-02, eta: 2 days, 17:31:29, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.4491, loss: 2.4491, grad_norm: 3.7322 2020-07-25 08:34:04,385 - mmaction - INFO - Epoch [8][1280/3757] lr: 2.000e-02, eta: 2 days, 17:31:05, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5505, loss: 2.5505, grad_norm: 3.8677 2020-07-25 08:34:17,982 - mmaction - INFO - Epoch [8][1300/3757] lr: 2.000e-02, eta: 2 days, 17:30:51, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.5047, loss: 2.5047, grad_norm: 3.6802 2020-07-25 08:34:31,567 - mmaction - INFO - Epoch [8][1320/3757] lr: 2.000e-02, eta: 2 days, 17:30:39, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6805, loss_cls: 2.5284, loss: 2.5284, grad_norm: 3.9717 2020-07-25 08:34:44,479 - mmaction - INFO - Epoch [8][1340/3757] lr: 2.000e-02, eta: 2 days, 17:30:17, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.9945 2020-07-25 08:34:57,403 - mmaction - INFO - Epoch [8][1360/3757] lr: 2.000e-02, eta: 2 days, 17:29:56, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6773, loss_cls: 2.5096, loss: 2.5096, grad_norm: 3.6802 2020-07-25 08:35:11,348 - mmaction - INFO - Epoch [8][1380/3757] lr: 2.000e-02, eta: 2 days, 17:29:47, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5135, loss: 2.5135, grad_norm: 3.7554 2020-07-25 08:35:24,342 - mmaction - INFO - Epoch [8][1400/3757] lr: 2.000e-02, eta: 2 days, 17:29:27, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.4124, loss: 2.4124, grad_norm: 3.7589 2020-07-25 08:35:37,551 - mmaction - INFO - Epoch [8][1420/3757] lr: 2.000e-02, eta: 2 days, 17:29:09, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5559, loss: 2.5559, grad_norm: 3.8317 2020-07-25 08:35:50,337 - mmaction - INFO - Epoch [8][1440/3757] lr: 2.000e-02, eta: 2 days, 17:28:46, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.4358, loss: 2.4358, grad_norm: 3.9488 2020-07-25 08:36:03,955 - mmaction - INFO - Epoch [8][1460/3757] lr: 2.000e-02, eta: 2 days, 17:28:33, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6386, loss: 2.6386, grad_norm: 3.7529 2020-07-25 08:36:16,690 - mmaction - INFO - Epoch [8][1480/3757] lr: 2.000e-02, eta: 2 days, 17:28:09, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6727, loss_cls: 2.5577, loss: 2.5577, grad_norm: 3.8530 2020-07-25 08:36:29,416 - mmaction - INFO - Epoch [8][1500/3757] lr: 2.000e-02, eta: 2 days, 17:27:45, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.3977, top5_acc: 0.6656, loss_cls: 2.5599, loss: 2.5599, grad_norm: 3.8080 2020-07-25 08:36:43,088 - mmaction - INFO - Epoch [8][1520/3757] lr: 2.000e-02, eta: 2 days, 17:27:33, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4094, top5_acc: 0.6914, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.9574 2020-07-25 08:36:55,774 - mmaction - INFO - Epoch [8][1540/3757] lr: 2.000e-02, eta: 2 days, 17:27:09, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5934, loss: 2.5934, grad_norm: 4.0248 2020-07-25 08:37:09,438 - mmaction - INFO - Epoch [8][1560/3757] lr: 2.000e-02, eta: 2 days, 17:26:57, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6875, loss_cls: 2.4491, loss: 2.4491, grad_norm: 3.9410 2020-07-25 08:37:22,045 - mmaction - INFO - Epoch [8][1580/3757] lr: 2.000e-02, eta: 2 days, 17:26:31, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6820, loss_cls: 2.5185, loss: 2.5185, grad_norm: 3.8175 2020-07-25 08:37:34,637 - mmaction - INFO - Epoch [8][1600/3757] lr: 2.000e-02, eta: 2 days, 17:26:06, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4512, loss: 2.4512, grad_norm: 3.9034 2020-07-25 08:37:47,653 - mmaction - INFO - Epoch [8][1620/3757] lr: 2.000e-02, eta: 2 days, 17:25:45, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.7000, loss_cls: 2.5078, loss: 2.5078, grad_norm: 3.8956 2020-07-25 08:38:00,658 - mmaction - INFO - Epoch [8][1640/3757] lr: 2.000e-02, eta: 2 days, 17:25:26, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.4356, loss: 2.4356, grad_norm: 3.8588 2020-07-25 08:38:13,623 - mmaction - INFO - Epoch [8][1660/3757] lr: 2.000e-02, eta: 2 days, 17:25:05, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.4615, loss: 2.4615, grad_norm: 3.8175 2020-07-25 08:38:27,164 - mmaction - INFO - Epoch [8][1680/3757] lr: 2.000e-02, eta: 2 days, 17:24:51, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4887, loss: 2.4887, grad_norm: 3.8330 2020-07-25 08:38:40,362 - mmaction - INFO - Epoch [8][1700/3757] lr: 2.000e-02, eta: 2 days, 17:24:34, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7086, loss_cls: 2.4361, loss: 2.4361, grad_norm: 3.8024 2020-07-25 08:38:52,988 - mmaction - INFO - Epoch [8][1720/3757] lr: 2.000e-02, eta: 2 days, 17:24:08, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6797, loss_cls: 2.5184, loss: 2.5184, grad_norm: 3.8566 2020-07-25 08:39:05,849 - mmaction - INFO - Epoch [8][1740/3757] lr: 2.000e-02, eta: 2 days, 17:23:47, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6251, loss: 2.6251, grad_norm: 4.2079 2020-07-25 08:39:18,565 - mmaction - INFO - Epoch [8][1760/3757] lr: 2.000e-02, eta: 2 days, 17:23:23, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.5393, loss: 2.5393, grad_norm: 3.8011 2020-07-25 08:39:31,434 - mmaction - INFO - Epoch [8][1780/3757] lr: 2.000e-02, eta: 2 days, 17:23:01, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6648, loss_cls: 2.5401, loss: 2.5401, grad_norm: 3.7711 2020-07-25 08:39:45,441 - mmaction - INFO - Epoch [8][1800/3757] lr: 2.000e-02, eta: 2 days, 17:22:52, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6617, loss_cls: 2.5601, loss: 2.5601, grad_norm: 3.8688 2020-07-25 08:39:58,079 - mmaction - INFO - Epoch [8][1820/3757] lr: 2.000e-02, eta: 2 days, 17:22:29, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.5001, loss: 2.5001, grad_norm: 3.9283 2020-07-25 08:40:11,860 - mmaction - INFO - Epoch [8][1840/3757] lr: 2.000e-02, eta: 2 days, 17:22:18, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5334, loss: 2.5334, grad_norm: 3.8153 2020-07-25 08:40:24,392 - mmaction - INFO - Epoch [8][1860/3757] lr: 2.000e-02, eta: 2 days, 17:21:52, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6930, loss_cls: 2.5196, loss: 2.5196, grad_norm: 3.7393 2020-07-25 08:40:38,120 - mmaction - INFO - Epoch [8][1880/3757] lr: 2.000e-02, eta: 2 days, 17:21:40, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.9000 2020-07-25 08:40:50,772 - mmaction - INFO - Epoch [8][1900/3757] lr: 2.000e-02, eta: 2 days, 17:21:16, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6922, loss_cls: 2.4764, loss: 2.4764, grad_norm: 3.9013 2020-07-25 08:41:04,500 - mmaction - INFO - Epoch [8][1920/3757] lr: 2.000e-02, eta: 2 days, 17:21:05, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6773, loss_cls: 2.5325, loss: 2.5325, grad_norm: 3.7400 2020-07-25 08:41:17,766 - mmaction - INFO - Epoch [8][1940/3757] lr: 2.000e-02, eta: 2 days, 17:20:47, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.4062, loss: 2.4062, grad_norm: 3.8906 2020-07-25 08:41:30,447 - mmaction - INFO - Epoch [8][1960/3757] lr: 2.000e-02, eta: 2 days, 17:20:24, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6930, loss_cls: 2.5065, loss: 2.5065, grad_norm: 3.8287 2020-07-25 08:41:43,156 - mmaction - INFO - Epoch [8][1980/3757] lr: 2.000e-02, eta: 2 days, 17:19:59, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6945, loss_cls: 2.4797, loss: 2.4797, grad_norm: 3.9632 2020-07-25 08:41:56,477 - mmaction - INFO - Epoch [8][2000/3757] lr: 2.000e-02, eta: 2 days, 17:19:44, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5944, loss: 2.5944, grad_norm: 3.9093 2020-07-25 08:42:09,602 - mmaction - INFO - Epoch [8][2020/3757] lr: 2.000e-02, eta: 2 days, 17:19:24, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6898, loss_cls: 2.5307, loss: 2.5307, grad_norm: 3.8440 2020-07-25 08:42:23,607 - mmaction - INFO - Epoch [8][2040/3757] lr: 2.000e-02, eta: 2 days, 17:19:17, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.6658, loss: 2.6658, grad_norm: 3.8832 2020-07-25 08:42:36,216 - mmaction - INFO - Epoch [8][2060/3757] lr: 2.000e-02, eta: 2 days, 17:18:52, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.5953, loss: 2.5953, grad_norm: 3.9232 2020-07-25 08:42:49,204 - mmaction - INFO - Epoch [8][2080/3757] lr: 2.000e-02, eta: 2 days, 17:18:32, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.4653, loss: 2.4653, grad_norm: 3.9092 2020-07-25 08:43:02,651 - mmaction - INFO - Epoch [8][2100/3757] lr: 2.000e-02, eta: 2 days, 17:18:17, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5672, loss: 2.5672, grad_norm: 3.7688 2020-07-25 08:43:15,168 - mmaction - INFO - Epoch [8][2120/3757] lr: 2.000e-02, eta: 2 days, 17:17:52, time: 0.629, data_time: 0.009, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5379, loss: 2.5379, grad_norm: 3.7163 2020-07-25 08:43:28,008 - mmaction - INFO - Epoch [8][2140/3757] lr: 2.000e-02, eta: 2 days, 17:17:28, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6992, loss_cls: 2.4536, loss: 2.4536, grad_norm: 3.8951 2020-07-25 08:43:41,765 - mmaction - INFO - Epoch [8][2160/3757] lr: 2.000e-02, eta: 2 days, 17:17:19, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6797, loss_cls: 2.5606, loss: 2.5606, grad_norm: 3.8006 2020-07-25 08:43:54,520 - mmaction - INFO - Epoch [8][2180/3757] lr: 2.000e-02, eta: 2 days, 17:16:55, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.5088, loss: 2.5088, grad_norm: 3.7870 2020-07-25 08:44:08,056 - mmaction - INFO - Epoch [8][2200/3757] lr: 2.000e-02, eta: 2 days, 17:16:42, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6859, loss_cls: 2.5295, loss: 2.5295, grad_norm: 3.8695 2020-07-25 08:44:21,566 - mmaction - INFO - Epoch [8][2220/3757] lr: 2.000e-02, eta: 2 days, 17:16:28, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6617, loss_cls: 2.5592, loss: 2.5592, grad_norm: 3.7387 2020-07-25 08:44:34,266 - mmaction - INFO - Epoch [8][2240/3757] lr: 2.000e-02, eta: 2 days, 17:16:04, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5794, loss: 2.5794, grad_norm: 3.8919 2020-07-25 08:44:47,063 - mmaction - INFO - Epoch [8][2260/3757] lr: 2.000e-02, eta: 2 days, 17:15:41, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4988, loss: 2.4988, grad_norm: 3.7142 2020-07-25 08:44:59,952 - mmaction - INFO - Epoch [8][2280/3757] lr: 2.000e-02, eta: 2 days, 17:15:20, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7094, loss_cls: 2.4088, loss: 2.4088, grad_norm: 3.7943 2020-07-25 08:45:13,685 - mmaction - INFO - Epoch [8][2300/3757] lr: 2.000e-02, eta: 2 days, 17:15:09, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3979, loss: 2.3979, grad_norm: 3.9241 2020-07-25 08:45:26,144 - mmaction - INFO - Epoch [8][2320/3757] lr: 2.000e-02, eta: 2 days, 17:14:43, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.4894, loss: 2.4894, grad_norm: 3.8061 2020-07-25 08:45:39,120 - mmaction - INFO - Epoch [8][2340/3757] lr: 2.000e-02, eta: 2 days, 17:14:21, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4006, loss: 2.4006, grad_norm: 3.7355 2020-07-25 08:45:52,408 - mmaction - INFO - Epoch [8][2360/3757] lr: 2.000e-02, eta: 2 days, 17:14:06, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5064, loss: 2.5064, grad_norm: 3.8751 2020-07-25 08:46:05,304 - mmaction - INFO - Epoch [8][2380/3757] lr: 2.000e-02, eta: 2 days, 17:13:44, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6108, loss: 2.6108, grad_norm: 3.7523 2020-07-25 08:46:18,007 - mmaction - INFO - Epoch [8][2400/3757] lr: 2.000e-02, eta: 2 days, 17:13:21, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6805, loss_cls: 2.5512, loss: 2.5512, grad_norm: 3.8233 2020-07-25 08:46:30,721 - mmaction - INFO - Epoch [8][2420/3757] lr: 2.000e-02, eta: 2 days, 17:12:57, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6828, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.5818 2020-07-25 08:46:43,878 - mmaction - INFO - Epoch [8][2440/3757] lr: 2.000e-02, eta: 2 days, 17:12:40, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.4089, loss: 2.4089, grad_norm: 3.8035 2020-07-25 08:46:57,206 - mmaction - INFO - Epoch [8][2460/3757] lr: 2.000e-02, eta: 2 days, 17:12:23, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7016, loss_cls: 2.3362, loss: 2.3362, grad_norm: 3.8325 2020-07-25 08:47:09,762 - mmaction - INFO - Epoch [8][2480/3757] lr: 2.000e-02, eta: 2 days, 17:11:58, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5361, loss: 2.5361, grad_norm: 3.8345 2020-07-25 08:47:22,730 - mmaction - INFO - Epoch [8][2500/3757] lr: 2.000e-02, eta: 2 days, 17:11:37, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4078, top5_acc: 0.6813, loss_cls: 2.5971, loss: 2.5971, grad_norm: 3.7848 2020-07-25 08:47:35,965 - mmaction - INFO - Epoch [8][2520/3757] lr: 2.000e-02, eta: 2 days, 17:11:21, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6914, loss_cls: 2.5059, loss: 2.5059, grad_norm: 3.8682 2020-07-25 08:47:48,791 - mmaction - INFO - Epoch [8][2540/3757] lr: 2.000e-02, eta: 2 days, 17:10:58, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6707, loss: 2.6707, grad_norm: 3.9022 2020-07-25 08:48:01,530 - mmaction - INFO - Epoch [8][2560/3757] lr: 2.000e-02, eta: 2 days, 17:10:36, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6828, loss_cls: 2.4613, loss: 2.4613, grad_norm: 3.7687 2020-07-25 08:48:15,039 - mmaction - INFO - Epoch [8][2580/3757] lr: 2.000e-02, eta: 2 days, 17:10:21, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6773, loss_cls: 2.5433, loss: 2.5433, grad_norm: 3.8393 2020-07-25 08:48:27,550 - mmaction - INFO - Epoch [8][2600/3757] lr: 2.000e-02, eta: 2 days, 17:09:56, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4148, top5_acc: 0.6867, loss_cls: 2.5219, loss: 2.5219, grad_norm: 3.8078 2020-07-25 08:48:40,252 - mmaction - INFO - Epoch [8][2620/3757] lr: 2.000e-02, eta: 2 days, 17:09:33, time: 0.636, data_time: 0.003, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.9195 2020-07-25 08:48:53,421 - mmaction - INFO - Epoch [8][2640/3757] lr: 2.000e-02, eta: 2 days, 17:09:14, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4697, loss: 2.4697, grad_norm: 3.9055 2020-07-25 08:49:06,555 - mmaction - INFO - Epoch [8][2660/3757] lr: 2.000e-02, eta: 2 days, 17:08:57, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.5391, loss: 2.5391, grad_norm: 3.9331 2020-07-25 08:49:20,514 - mmaction - INFO - Epoch [8][2680/3757] lr: 2.000e-02, eta: 2 days, 17:08:47, time: 0.695, data_time: 0.003, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5319, loss: 2.5319, grad_norm: 3.8452 2020-07-25 08:49:32,979 - mmaction - INFO - Epoch [8][2700/3757] lr: 2.000e-02, eta: 2 days, 17:08:22, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.4751, loss: 2.4751, grad_norm: 3.7765 2020-07-25 08:49:47,338 - mmaction - INFO - Epoch [8][2720/3757] lr: 2.000e-02, eta: 2 days, 17:08:19, time: 0.719, data_time: 0.002, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.5080, loss: 2.5080, grad_norm: 3.8495 2020-07-25 08:49:59,965 - mmaction - INFO - Epoch [8][2740/3757] lr: 2.000e-02, eta: 2 days, 17:07:54, time: 0.631, data_time: 0.002, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4997, loss: 2.4997, grad_norm: 3.8072 2020-07-25 08:50:13,443 - mmaction - INFO - Epoch [8][2760/3757] lr: 2.000e-02, eta: 2 days, 17:07:38, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5469, loss: 2.5469, grad_norm: 3.8219 2020-07-25 08:50:25,995 - mmaction - INFO - Epoch [8][2780/3757] lr: 2.000e-02, eta: 2 days, 17:07:15, time: 0.635, data_time: 0.011, memory: 7079, top1_acc: 0.4234, top5_acc: 0.7008, loss_cls: 2.4879, loss: 2.4879, grad_norm: 3.8174 2020-07-25 08:50:39,121 - mmaction - INFO - Epoch [8][2800/3757] lr: 2.000e-02, eta: 2 days, 17:06:55, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5013, loss: 2.5013, grad_norm: 3.8356 2020-07-25 08:50:51,832 - mmaction - INFO - Epoch [8][2820/3757] lr: 2.000e-02, eta: 2 days, 17:06:34, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6781, loss_cls: 2.4915, loss: 2.4915, grad_norm: 3.9017 2020-07-25 08:51:05,040 - mmaction - INFO - Epoch [8][2840/3757] lr: 2.000e-02, eta: 2 days, 17:06:16, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4055, top5_acc: 0.6891, loss_cls: 2.5372, loss: 2.5372, grad_norm: 3.8707 2020-07-25 08:51:17,888 - mmaction - INFO - Epoch [8][2860/3757] lr: 2.000e-02, eta: 2 days, 17:05:54, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6766, loss_cls: 2.5780, loss: 2.5780, grad_norm: 3.8112 2020-07-25 08:51:30,932 - mmaction - INFO - Epoch [8][2880/3757] lr: 2.000e-02, eta: 2 days, 17:05:35, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.4737, loss: 2.4737, grad_norm: 3.8541 2020-07-25 08:51:43,778 - mmaction - INFO - Epoch [8][2900/3757] lr: 2.000e-02, eta: 2 days, 17:05:13, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6781, loss_cls: 2.4955, loss: 2.4955, grad_norm: 4.0446 2020-07-25 08:51:56,877 - mmaction - INFO - Epoch [8][2920/3757] lr: 2.000e-02, eta: 2 days, 17:04:55, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6805, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.8450 2020-07-25 08:52:10,484 - mmaction - INFO - Epoch [8][2940/3757] lr: 2.000e-02, eta: 2 days, 17:04:42, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.4796, loss: 2.4796, grad_norm: 3.9719 2020-07-25 08:52:23,130 - mmaction - INFO - Epoch [8][2960/3757] lr: 2.000e-02, eta: 2 days, 17:04:18, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6734, loss_cls: 2.5204, loss: 2.5204, grad_norm: 3.8358 2020-07-25 08:52:36,383 - mmaction - INFO - Epoch [8][2980/3757] lr: 2.000e-02, eta: 2 days, 17:04:02, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6773, loss_cls: 2.5140, loss: 2.5140, grad_norm: 3.6919 2020-07-25 08:52:49,914 - mmaction - INFO - Epoch [8][3000/3757] lr: 2.000e-02, eta: 2 days, 17:03:47, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4000, top5_acc: 0.6703, loss_cls: 2.6294, loss: 2.6294, grad_norm: 3.8711 2020-07-25 08:53:02,490 - mmaction - INFO - Epoch [8][3020/3757] lr: 2.000e-02, eta: 2 days, 17:03:24, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6648, loss_cls: 2.5890, loss: 2.5890, grad_norm: 3.8139 2020-07-25 08:53:15,470 - mmaction - INFO - Epoch [8][3040/3757] lr: 2.000e-02, eta: 2 days, 17:03:03, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6781, loss_cls: 2.4404, loss: 2.4404, grad_norm: 3.9612 2020-07-25 08:53:28,198 - mmaction - INFO - Epoch [8][3060/3757] lr: 2.000e-02, eta: 2 days, 17:02:41, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.5362, loss: 2.5362, grad_norm: 3.8399 2020-07-25 08:53:41,608 - mmaction - INFO - Epoch [8][3080/3757] lr: 2.000e-02, eta: 2 days, 17:02:26, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7008, loss_cls: 2.4836, loss: 2.4836, grad_norm: 4.0015 2020-07-25 08:53:55,198 - mmaction - INFO - Epoch [8][3100/3757] lr: 2.000e-02, eta: 2 days, 17:02:13, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4086, top5_acc: 0.6609, loss_cls: 2.6145, loss: 2.6145, grad_norm: 3.7523 2020-07-25 08:54:07,969 - mmaction - INFO - Epoch [8][3120/3757] lr: 2.000e-02, eta: 2 days, 17:01:50, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4317, loss: 2.4317, grad_norm: 3.7657 2020-07-25 08:54:20,600 - mmaction - INFO - Epoch [8][3140/3757] lr: 2.000e-02, eta: 2 days, 17:01:27, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.4673, loss: 2.4673, grad_norm: 3.7955 2020-07-25 08:54:33,527 - mmaction - INFO - Epoch [8][3160/3757] lr: 2.000e-02, eta: 2 days, 17:01:06, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.5698, loss: 2.5698, grad_norm: 3.6880 2020-07-25 08:54:46,657 - mmaction - INFO - Epoch [8][3180/3757] lr: 2.000e-02, eta: 2 days, 17:00:48, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6914, loss_cls: 2.5190, loss: 2.5190, grad_norm: 3.8783 2020-07-25 08:54:59,358 - mmaction - INFO - Epoch [8][3200/3757] lr: 2.000e-02, eta: 2 days, 17:00:24, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.4975, loss: 2.4975, grad_norm: 3.7125 2020-07-25 08:55:12,169 - mmaction - INFO - Epoch [8][3220/3757] lr: 2.000e-02, eta: 2 days, 17:00:03, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4133, top5_acc: 0.6914, loss_cls: 2.5048, loss: 2.5048, grad_norm: 4.0376 2020-07-25 08:55:25,258 - mmaction - INFO - Epoch [8][3240/3757] lr: 2.000e-02, eta: 2 days, 16:59:44, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5328, loss: 2.5328, grad_norm: 3.7267 2020-07-25 08:55:39,210 - mmaction - INFO - Epoch [8][3260/3757] lr: 2.000e-02, eta: 2 days, 16:59:37, time: 0.701, data_time: 0.009, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5149, loss: 2.5149, grad_norm: 3.8728 2020-07-25 08:55:51,814 - mmaction - INFO - Epoch [8][3280/3757] lr: 2.000e-02, eta: 2 days, 16:59:11, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.5879, loss: 2.5879, grad_norm: 3.8037 2020-07-25 08:56:06,123 - mmaction - INFO - Epoch [8][3300/3757] lr: 2.000e-02, eta: 2 days, 16:59:08, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6734, loss_cls: 2.4932, loss: 2.4932, grad_norm: 3.7742 2020-07-25 08:56:19,890 - mmaction - INFO - Epoch [8][3320/3757] lr: 2.000e-02, eta: 2 days, 16:58:57, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.3906, loss: 2.3906, grad_norm: 3.7265 2020-07-25 08:56:32,345 - mmaction - INFO - Epoch [8][3340/3757] lr: 2.000e-02, eta: 2 days, 16:58:31, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.6464 2020-07-25 08:56:45,150 - mmaction - INFO - Epoch [8][3360/3757] lr: 2.000e-02, eta: 2 days, 16:58:09, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6828, loss_cls: 2.5315, loss: 2.5315, grad_norm: 3.9005 2020-07-25 08:56:57,944 - mmaction - INFO - Epoch [8][3380/3757] lr: 2.000e-02, eta: 2 days, 16:57:47, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.5064, loss: 2.5064, grad_norm: 3.7798 2020-07-25 08:57:12,546 - mmaction - INFO - Epoch [8][3400/3757] lr: 2.000e-02, eta: 2 days, 16:57:46, time: 0.728, data_time: 0.004, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6977, loss_cls: 2.4845, loss: 2.4845, grad_norm: 3.7419 2020-07-25 08:57:25,808 - mmaction - INFO - Epoch [8][3420/3757] lr: 2.000e-02, eta: 2 days, 16:57:30, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.5273, loss: 2.5273, grad_norm: 3.9120 2020-07-25 08:57:39,353 - mmaction - INFO - Epoch [8][3440/3757] lr: 2.000e-02, eta: 2 days, 16:57:16, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6961, loss_cls: 2.4550, loss: 2.4550, grad_norm: 3.7397 2020-07-25 08:57:52,530 - mmaction - INFO - Epoch [8][3460/3757] lr: 2.000e-02, eta: 2 days, 16:56:59, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3757, loss: 2.3757, grad_norm: 3.8264 2020-07-25 08:58:06,113 - mmaction - INFO - Epoch [8][3480/3757] lr: 2.000e-02, eta: 2 days, 16:56:45, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6781, loss_cls: 2.5717, loss: 2.5717, grad_norm: 4.0513 2020-07-25 08:58:19,049 - mmaction - INFO - Epoch [8][3500/3757] lr: 2.000e-02, eta: 2 days, 16:56:26, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6875, loss_cls: 2.5682, loss: 2.5682, grad_norm: 3.7272 2020-07-25 08:58:32,805 - mmaction - INFO - Epoch [8][3520/3757] lr: 2.000e-02, eta: 2 days, 16:56:15, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6906, loss_cls: 2.5099, loss: 2.5099, grad_norm: 3.7913 2020-07-25 08:58:45,345 - mmaction - INFO - Epoch [8][3540/3757] lr: 2.000e-02, eta: 2 days, 16:55:51, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6914, loss_cls: 2.4648, loss: 2.4648, grad_norm: 3.7903 2020-07-25 08:58:58,054 - mmaction - INFO - Epoch [8][3560/3757] lr: 2.000e-02, eta: 2 days, 16:55:28, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5229, loss: 2.5229, grad_norm: 3.8885 2020-07-25 08:59:10,783 - mmaction - INFO - Epoch [8][3580/3757] lr: 2.000e-02, eta: 2 days, 16:55:05, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7133, loss_cls: 2.3777, loss: 2.3777, grad_norm: 3.7121 2020-07-25 08:59:24,014 - mmaction - INFO - Epoch [8][3600/3757] lr: 2.000e-02, eta: 2 days, 16:54:48, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6844, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.7745 2020-07-25 08:59:37,096 - mmaction - INFO - Epoch [8][3620/3757] lr: 2.000e-02, eta: 2 days, 16:54:30, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5209, loss: 2.5209, grad_norm: 3.7151 2020-07-25 08:59:50,307 - mmaction - INFO - Epoch [8][3640/3757] lr: 2.000e-02, eta: 2 days, 16:54:12, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5282, loss: 2.5282, grad_norm: 3.7588 2020-07-25 09:00:06,976 - mmaction - INFO - Epoch [8][3660/3757] lr: 2.000e-02, eta: 2 days, 16:54:34, time: 0.830, data_time: 0.006, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6875, loss_cls: 2.5217, loss: 2.5217, grad_norm: 3.8067 2020-07-25 09:00:20,396 - mmaction - INFO - Epoch [8][3680/3757] lr: 2.000e-02, eta: 2 days, 16:54:21, time: 0.678, data_time: 0.010, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7008, loss_cls: 2.4199, loss: 2.4199, grad_norm: 3.7864 2020-07-25 09:00:33,611 - mmaction - INFO - Epoch [8][3700/3757] lr: 2.000e-02, eta: 2 days, 16:54:04, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7094, loss_cls: 2.3759, loss: 2.3759, grad_norm: 3.8029 2020-07-25 09:00:46,071 - mmaction - INFO - Epoch [8][3720/3757] lr: 2.000e-02, eta: 2 days, 16:53:38, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6945, loss_cls: 2.3925, loss: 2.3925, grad_norm: 3.8183 2020-07-25 09:00:59,419 - mmaction - INFO - Epoch [8][3740/3757] lr: 2.000e-02, eta: 2 days, 16:53:23, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.4742, loss: 2.4742, grad_norm: 3.8877 2020-07-25 09:01:10,390 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-25 09:01:35,592 - mmaction - INFO - Epoch [9][20/3757] lr: 2.000e-02, eta: 2 days, 16:52:45, time: 1.195, data_time: 0.579, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7023, loss_cls: 2.4114, loss: 2.4114, grad_norm: 3.8252 2020-07-25 09:01:47,844 - mmaction - INFO - Epoch [9][40/3757] lr: 2.000e-02, eta: 2 days, 16:52:17, time: 0.611, data_time: 0.002, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4439, loss: 2.4439, grad_norm: 3.7416 2020-07-25 09:02:00,922 - mmaction - INFO - Epoch [9][60/3757] lr: 2.000e-02, eta: 2 days, 16:51:58, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.4050, loss: 2.4050, grad_norm: 3.9067 2020-07-25 09:02:13,482 - mmaction - INFO - Epoch [9][80/3757] lr: 2.000e-02, eta: 2 days, 16:51:34, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.3126, loss: 2.3126, grad_norm: 4.1226 2020-07-25 09:02:27,014 - mmaction - INFO - Epoch [9][100/3757] lr: 2.000e-02, eta: 2 days, 16:51:21, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4383, loss: 2.4383, grad_norm: 3.7994 2020-07-25 09:02:40,641 - mmaction - INFO - Epoch [9][120/3757] lr: 2.000e-02, eta: 2 days, 16:51:08, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7102, loss_cls: 2.4197, loss: 2.4197, grad_norm: 3.8730 2020-07-25 09:02:53,167 - mmaction - INFO - Epoch [9][140/3757] lr: 2.000e-02, eta: 2 days, 16:50:44, time: 0.628, data_time: 0.003, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5582, loss: 2.5582, grad_norm: 3.8691 2020-07-25 09:03:05,927 - mmaction - INFO - Epoch [9][160/3757] lr: 2.000e-02, eta: 2 days, 16:50:21, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4617, loss: 2.4617, grad_norm: 3.8316 2020-07-25 09:03:18,703 - mmaction - INFO - Epoch [9][180/3757] lr: 2.000e-02, eta: 2 days, 16:50:00, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5317, loss: 2.5317, grad_norm: 3.8744 2020-07-25 09:03:31,782 - mmaction - INFO - Epoch [9][200/3757] lr: 2.000e-02, eta: 2 days, 16:49:40, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.4067, loss: 2.4067, grad_norm: 3.7634 2020-07-25 09:03:44,457 - mmaction - INFO - Epoch [9][220/3757] lr: 2.000e-02, eta: 2 days, 16:49:18, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3953, loss: 2.3953, grad_norm: 3.9009 2020-07-25 09:03:57,597 - mmaction - INFO - Epoch [9][240/3757] lr: 2.000e-02, eta: 2 days, 16:49:00, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.4092, loss: 2.4092, grad_norm: 3.6186 2020-07-25 09:04:10,267 - mmaction - INFO - Epoch [9][260/3757] lr: 2.000e-02, eta: 2 days, 16:48:37, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.4329, loss: 2.4329, grad_norm: 3.6845 2020-07-25 09:04:23,702 - mmaction - INFO - Epoch [9][280/3757] lr: 2.000e-02, eta: 2 days, 16:48:22, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.3881, loss: 2.3881, grad_norm: 3.9968 2020-07-25 09:04:36,748 - mmaction - INFO - Epoch [9][300/3757] lr: 2.000e-02, eta: 2 days, 16:48:04, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7164, loss_cls: 2.3698, loss: 2.3698, grad_norm: 3.9770 2020-07-25 09:04:49,628 - mmaction - INFO - Epoch [9][320/3757] lr: 2.000e-02, eta: 2 days, 16:47:42, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4973, loss: 2.4973, grad_norm: 3.7384 2020-07-25 09:05:03,628 - mmaction - INFO - Epoch [9][340/3757] lr: 2.000e-02, eta: 2 days, 16:47:35, time: 0.705, data_time: 0.009, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4483, loss: 2.4483, grad_norm: 3.8687 2020-07-25 09:05:16,244 - mmaction - INFO - Epoch [9][360/3757] lr: 2.000e-02, eta: 2 days, 16:47:12, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7086, loss_cls: 2.4280, loss: 2.4280, grad_norm: 3.7678 2020-07-25 09:05:29,496 - mmaction - INFO - Epoch [9][380/3757] lr: 2.000e-02, eta: 2 days, 16:46:55, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.4351, loss: 2.4351, grad_norm: 3.9714 2020-07-25 09:05:43,095 - mmaction - INFO - Epoch [9][400/3757] lr: 2.000e-02, eta: 2 days, 16:46:43, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6664, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.9778 2020-07-25 09:05:55,615 - mmaction - INFO - Epoch [9][420/3757] lr: 2.000e-02, eta: 2 days, 16:46:17, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.4842, loss: 2.4842, grad_norm: 3.8584 2020-07-25 09:06:08,905 - mmaction - INFO - Epoch [9][440/3757] lr: 2.000e-02, eta: 2 days, 16:46:02, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4109, top5_acc: 0.7000, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.9724 2020-07-25 09:06:22,937 - mmaction - INFO - Epoch [9][460/3757] lr: 2.000e-02, eta: 2 days, 16:45:54, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4589, loss: 2.4589, grad_norm: 3.8239 2020-07-25 09:06:35,513 - mmaction - INFO - Epoch [9][480/3757] lr: 2.000e-02, eta: 2 days, 16:45:30, time: 0.628, data_time: 0.003, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.3810, loss: 2.3810, grad_norm: 3.7108 2020-07-25 09:06:48,319 - mmaction - INFO - Epoch [9][500/3757] lr: 2.000e-02, eta: 2 days, 16:45:08, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.3851, loss: 2.3851, grad_norm: 3.8891 2020-07-25 09:07:01,252 - mmaction - INFO - Epoch [9][520/3757] lr: 2.000e-02, eta: 2 days, 16:44:49, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.4564, loss: 2.4564, grad_norm: 3.9853 2020-07-25 09:07:14,084 - mmaction - INFO - Epoch [9][540/3757] lr: 2.000e-02, eta: 2 days, 16:44:27, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.3476, loss: 2.3476, grad_norm: 3.8904 2020-07-25 09:07:27,423 - mmaction - INFO - Epoch [9][560/3757] lr: 2.000e-02, eta: 2 days, 16:44:12, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4602, loss: 2.4602, grad_norm: 4.0255 2020-07-25 09:07:40,277 - mmaction - INFO - Epoch [9][580/3757] lr: 2.000e-02, eta: 2 days, 16:43:52, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4401, loss: 2.4401, grad_norm: 3.8101 2020-07-25 09:07:53,147 - mmaction - INFO - Epoch [9][600/3757] lr: 2.000e-02, eta: 2 days, 16:43:31, time: 0.643, data_time: 0.003, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3838, loss: 2.3838, grad_norm: 3.7027 2020-07-25 09:08:05,882 - mmaction - INFO - Epoch [9][620/3757] lr: 2.000e-02, eta: 2 days, 16:43:09, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7117, loss_cls: 2.4035, loss: 2.4035, grad_norm: 4.0607 2020-07-25 09:08:18,809 - mmaction - INFO - Epoch [9][640/3757] lr: 2.000e-02, eta: 2 days, 16:42:49, time: 0.645, data_time: 0.002, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7031, loss_cls: 2.4514, loss: 2.4514, grad_norm: 3.8675 2020-07-25 09:08:32,226 - mmaction - INFO - Epoch [9][660/3757] lr: 2.000e-02, eta: 2 days, 16:42:33, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6914, loss_cls: 2.5147, loss: 2.5147, grad_norm: 3.9032 2020-07-25 09:08:45,739 - mmaction - INFO - Epoch [9][680/3757] lr: 2.000e-02, eta: 2 days, 16:42:21, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6750, loss_cls: 2.5877, loss: 2.5877, grad_norm: 3.8117 2020-07-25 09:08:58,413 - mmaction - INFO - Epoch [9][700/3757] lr: 2.000e-02, eta: 2 days, 16:41:57, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4863, loss: 2.4863, grad_norm: 3.9435 2020-07-25 09:09:11,924 - mmaction - INFO - Epoch [9][720/3757] lr: 2.000e-02, eta: 2 days, 16:41:45, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6820, loss_cls: 2.5382, loss: 2.5382, grad_norm: 3.7640 2020-07-25 09:09:24,800 - mmaction - INFO - Epoch [9][740/3757] lr: 2.000e-02, eta: 2 days, 16:41:24, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4762, loss: 2.4762, grad_norm: 3.7477 2020-07-25 09:09:38,589 - mmaction - INFO - Epoch [9][760/3757] lr: 2.000e-02, eta: 2 days, 16:41:14, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6977, loss_cls: 2.4811, loss: 2.4811, grad_norm: 3.8992 2020-07-25 09:09:51,708 - mmaction - INFO - Epoch [9][780/3757] lr: 2.000e-02, eta: 2 days, 16:40:55, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4343, loss: 2.4343, grad_norm: 3.8595 2020-07-25 09:10:04,227 - mmaction - INFO - Epoch [9][800/3757] lr: 2.000e-02, eta: 2 days, 16:40:31, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.4192, loss: 2.4192, grad_norm: 3.7740 2020-07-25 09:10:17,361 - mmaction - INFO - Epoch [9][820/3757] lr: 2.000e-02, eta: 2 days, 16:40:14, time: 0.657, data_time: 0.002, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6820, loss_cls: 2.5162, loss: 2.5162, grad_norm: 3.7581 2020-07-25 09:10:30,035 - mmaction - INFO - Epoch [9][840/3757] lr: 2.000e-02, eta: 2 days, 16:39:51, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4358, loss: 2.4358, grad_norm: 3.8608 2020-07-25 09:10:43,828 - mmaction - INFO - Epoch [9][860/3757] lr: 2.000e-02, eta: 2 days, 16:39:40, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4031, top5_acc: 0.6789, loss_cls: 2.5765, loss: 2.5765, grad_norm: 3.9744 2020-07-25 09:10:56,511 - mmaction - INFO - Epoch [9][880/3757] lr: 2.000e-02, eta: 2 days, 16:39:18, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4806, loss: 2.4806, grad_norm: 3.9299 2020-07-25 09:11:09,329 - mmaction - INFO - Epoch [9][900/3757] lr: 2.000e-02, eta: 2 days, 16:38:55, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6883, loss_cls: 2.5160, loss: 2.5160, grad_norm: 3.7588 2020-07-25 09:11:22,179 - mmaction - INFO - Epoch [9][920/3757] lr: 2.000e-02, eta: 2 days, 16:38:36, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.4134, loss: 2.4134, grad_norm: 3.7519 2020-07-25 09:11:35,342 - mmaction - INFO - Epoch [9][940/3757] lr: 2.000e-02, eta: 2 days, 16:38:18, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4681, loss: 2.4681, grad_norm: 3.8002 2020-07-25 09:11:48,278 - mmaction - INFO - Epoch [9][960/3757] lr: 2.000e-02, eta: 2 days, 16:37:59, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.8295 2020-07-25 09:12:00,742 - mmaction - INFO - Epoch [9][980/3757] lr: 2.000e-02, eta: 2 days, 16:37:34, time: 0.624, data_time: 0.003, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.3946, loss: 2.3946, grad_norm: 3.9778 2020-07-25 09:12:13,960 - mmaction - INFO - Epoch [9][1000/3757] lr: 2.000e-02, eta: 2 days, 16:37:17, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.5043, loss: 2.5043, grad_norm: 3.8983 2020-07-25 09:12:26,775 - mmaction - INFO - Epoch [9][1020/3757] lr: 2.000e-02, eta: 2 days, 16:36:56, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7094, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.8189 2020-07-25 09:12:39,756 - mmaction - INFO - Epoch [9][1040/3757] lr: 2.000e-02, eta: 2 days, 16:36:36, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7188, loss_cls: 2.3535, loss: 2.3535, grad_norm: 4.0675 2020-07-25 09:12:52,464 - mmaction - INFO - Epoch [9][1060/3757] lr: 2.000e-02, eta: 2 days, 16:36:15, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7117, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.9827 2020-07-25 09:13:05,191 - mmaction - INFO - Epoch [9][1080/3757] lr: 2.000e-02, eta: 2 days, 16:35:53, time: 0.635, data_time: 0.001, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4086, loss: 2.4086, grad_norm: 3.8675 2020-07-25 09:13:17,886 - mmaction - INFO - Epoch [9][1100/3757] lr: 2.000e-02, eta: 2 days, 16:35:30, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6977, loss_cls: 2.4355, loss: 2.4355, grad_norm: 3.8382 2020-07-25 09:13:31,424 - mmaction - INFO - Epoch [9][1120/3757] lr: 2.000e-02, eta: 2 days, 16:35:17, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4288, loss: 2.4288, grad_norm: 3.8309 2020-07-25 09:13:45,154 - mmaction - INFO - Epoch [9][1140/3757] lr: 2.000e-02, eta: 2 days, 16:35:06, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.9493 2020-07-25 09:13:57,678 - mmaction - INFO - Epoch [9][1160/3757] lr: 2.000e-02, eta: 2 days, 16:34:42, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.3596, loss: 2.3596, grad_norm: 3.8881 2020-07-25 09:14:10,725 - mmaction - INFO - Epoch [9][1180/3757] lr: 2.000e-02, eta: 2 days, 16:34:23, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.5297, loss: 2.5297, grad_norm: 3.9744 2020-07-25 09:14:24,136 - mmaction - INFO - Epoch [9][1200/3757] lr: 2.000e-02, eta: 2 days, 16:34:09, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7023, loss_cls: 2.4533, loss: 2.4533, grad_norm: 4.1815 2020-07-25 09:14:37,415 - mmaction - INFO - Epoch [9][1220/3757] lr: 2.000e-02, eta: 2 days, 16:33:52, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5294, loss: 2.5294, grad_norm: 3.8584 2020-07-25 09:14:50,766 - mmaction - INFO - Epoch [9][1240/3757] lr: 2.000e-02, eta: 2 days, 16:33:38, time: 0.671, data_time: 0.010, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5075, loss: 2.5075, grad_norm: 3.9393 2020-07-25 09:15:03,524 - mmaction - INFO - Epoch [9][1260/3757] lr: 2.000e-02, eta: 2 days, 16:33:16, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4266, loss: 2.4266, grad_norm: 3.9565 2020-07-25 09:15:16,895 - mmaction - INFO - Epoch [9][1280/3757] lr: 2.000e-02, eta: 2 days, 16:33:02, time: 0.669, data_time: 0.002, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.6093, loss: 2.6093, grad_norm: 3.9508 2020-07-25 09:15:29,597 - mmaction - INFO - Epoch [9][1300/3757] lr: 2.000e-02, eta: 2 days, 16:32:39, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4962, loss: 2.4962, grad_norm: 3.7664 2020-07-25 09:15:42,398 - mmaction - INFO - Epoch [9][1320/3757] lr: 2.000e-02, eta: 2 days, 16:32:18, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.5128, loss: 2.5128, grad_norm: 3.8237 2020-07-25 09:15:55,183 - mmaction - INFO - Epoch [9][1340/3757] lr: 2.000e-02, eta: 2 days, 16:31:56, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.3861, loss: 2.3861, grad_norm: 3.8125 2020-07-25 09:16:08,613 - mmaction - INFO - Epoch [9][1360/3757] lr: 2.000e-02, eta: 2 days, 16:31:43, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6937, loss_cls: 2.5475, loss: 2.5475, grad_norm: 3.9153 2020-07-25 09:16:21,500 - mmaction - INFO - Epoch [9][1380/3757] lr: 2.000e-02, eta: 2 days, 16:31:22, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.4777, loss: 2.4777, grad_norm: 3.8808 2020-07-25 09:16:35,212 - mmaction - INFO - Epoch [9][1400/3757] lr: 2.000e-02, eta: 2 days, 16:31:12, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6766, loss_cls: 2.5321, loss: 2.5321, grad_norm: 3.9162 2020-07-25 09:16:49,471 - mmaction - INFO - Epoch [9][1420/3757] lr: 2.000e-02, eta: 2 days, 16:31:06, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.5194, loss: 2.5194, grad_norm: 3.7972 2020-07-25 09:17:02,686 - mmaction - INFO - Epoch [9][1440/3757] lr: 2.000e-02, eta: 2 days, 16:30:50, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6891, loss_cls: 2.4551, loss: 2.4551, grad_norm: 3.8283 2020-07-25 09:17:15,441 - mmaction - INFO - Epoch [9][1460/3757] lr: 2.000e-02, eta: 2 days, 16:30:27, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4906, loss: 2.4906, grad_norm: 3.6515 2020-07-25 09:17:28,540 - mmaction - INFO - Epoch [9][1480/3757] lr: 2.000e-02, eta: 2 days, 16:30:10, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5063, loss: 2.5063, grad_norm: 3.9930 2020-07-25 09:17:41,527 - mmaction - INFO - Epoch [9][1500/3757] lr: 2.000e-02, eta: 2 days, 16:29:51, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4430, loss: 2.4430, grad_norm: 3.8953 2020-07-25 09:17:54,187 - mmaction - INFO - Epoch [9][1520/3757] lr: 2.000e-02, eta: 2 days, 16:29:29, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6797, loss_cls: 2.5375, loss: 2.5375, grad_norm: 3.8479 2020-07-25 09:18:07,224 - mmaction - INFO - Epoch [9][1540/3757] lr: 2.000e-02, eta: 2 days, 16:29:10, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6672, loss_cls: 2.5178, loss: 2.5178, grad_norm: 3.8834 2020-07-25 09:18:20,448 - mmaction - INFO - Epoch [9][1560/3757] lr: 2.000e-02, eta: 2 days, 16:28:54, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4300, loss: 2.4300, grad_norm: 3.7250 2020-07-25 09:18:33,864 - mmaction - INFO - Epoch [9][1580/3757] lr: 2.000e-02, eta: 2 days, 16:28:39, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3765, loss: 2.3765, grad_norm: 3.9235 2020-07-25 09:18:46,708 - mmaction - INFO - Epoch [9][1600/3757] lr: 2.000e-02, eta: 2 days, 16:28:19, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.5071, loss: 2.5071, grad_norm: 3.9097 2020-07-25 09:19:00,363 - mmaction - INFO - Epoch [9][1620/3757] lr: 2.000e-02, eta: 2 days, 16:28:07, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.4911, loss: 2.4911, grad_norm: 3.6874 2020-07-25 09:19:12,941 - mmaction - INFO - Epoch [9][1640/3757] lr: 2.000e-02, eta: 2 days, 16:27:44, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.7924 2020-07-25 09:19:25,853 - mmaction - INFO - Epoch [9][1660/3757] lr: 2.000e-02, eta: 2 days, 16:27:23, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4383, top5_acc: 0.7047, loss_cls: 2.4325, loss: 2.4325, grad_norm: 3.8862 2020-07-25 09:19:38,573 - mmaction - INFO - Epoch [9][1680/3757] lr: 2.000e-02, eta: 2 days, 16:27:02, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4228, loss: 2.4228, grad_norm: 3.9327 2020-07-25 09:19:52,366 - mmaction - INFO - Epoch [9][1700/3757] lr: 2.000e-02, eta: 2 days, 16:26:51, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6805, loss_cls: 2.4740, loss: 2.4740, grad_norm: 3.8305 2020-07-25 09:20:04,978 - mmaction - INFO - Epoch [9][1720/3757] lr: 2.000e-02, eta: 2 days, 16:26:29, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7094, loss_cls: 2.4348, loss: 2.4348, grad_norm: 4.0553 2020-07-25 09:20:17,698 - mmaction - INFO - Epoch [9][1740/3757] lr: 2.000e-02, eta: 2 days, 16:26:07, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6852, loss_cls: 2.5135, loss: 2.5135, grad_norm: 3.8482 2020-07-25 09:20:30,473 - mmaction - INFO - Epoch [9][1760/3757] lr: 2.000e-02, eta: 2 days, 16:25:46, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4211, top5_acc: 0.6844, loss_cls: 2.4759, loss: 2.4759, grad_norm: 3.7251 2020-07-25 09:20:43,845 - mmaction - INFO - Epoch [9][1780/3757] lr: 2.000e-02, eta: 2 days, 16:25:30, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6820, loss_cls: 2.4521, loss: 2.4521, grad_norm: 3.8147 2020-07-25 09:20:56,956 - mmaction - INFO - Epoch [9][1800/3757] lr: 2.000e-02, eta: 2 days, 16:25:14, time: 0.662, data_time: 0.009, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.4277, loss: 2.4277, grad_norm: 3.8990 2020-07-25 09:21:10,288 - mmaction - INFO - Epoch [9][1820/3757] lr: 2.000e-02, eta: 2 days, 16:24:58, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6922, loss_cls: 2.4624, loss: 2.4624, grad_norm: 3.8829 2020-07-25 09:21:23,321 - mmaction - INFO - Epoch [9][1840/3757] lr: 2.000e-02, eta: 2 days, 16:24:39, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4126, loss: 2.4126, grad_norm: 3.7501 2020-07-25 09:21:36,641 - mmaction - INFO - Epoch [9][1860/3757] lr: 2.000e-02, eta: 2 days, 16:24:25, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4251, loss: 2.4251, grad_norm: 3.9833 2020-07-25 09:21:49,707 - mmaction - INFO - Epoch [9][1880/3757] lr: 2.000e-02, eta: 2 days, 16:24:06, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6969, loss_cls: 2.4592, loss: 2.4592, grad_norm: 3.6979 2020-07-25 09:22:03,225 - mmaction - INFO - Epoch [9][1900/3757] lr: 2.000e-02, eta: 2 days, 16:23:53, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7078, loss_cls: 2.3909, loss: 2.3909, grad_norm: 3.8189 2020-07-25 09:22:16,611 - mmaction - INFO - Epoch [9][1920/3757] lr: 2.000e-02, eta: 2 days, 16:23:38, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7086, loss_cls: 2.3918, loss: 2.3918, grad_norm: 3.9003 2020-07-25 09:22:29,276 - mmaction - INFO - Epoch [9][1940/3757] lr: 2.000e-02, eta: 2 days, 16:23:17, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.9497 2020-07-25 09:22:42,171 - mmaction - INFO - Epoch [9][1960/3757] lr: 2.000e-02, eta: 2 days, 16:22:56, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6703, loss_cls: 2.5690, loss: 2.5690, grad_norm: 3.8703 2020-07-25 09:22:55,849 - mmaction - INFO - Epoch [9][1980/3757] lr: 2.000e-02, eta: 2 days, 16:22:45, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.3337, loss: 2.3337, grad_norm: 3.8601 2020-07-25 09:23:08,513 - mmaction - INFO - Epoch [9][2000/3757] lr: 2.000e-02, eta: 2 days, 16:22:23, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4605, loss: 2.4605, grad_norm: 3.6937 2020-07-25 09:23:21,362 - mmaction - INFO - Epoch [9][2020/3757] lr: 2.000e-02, eta: 2 days, 16:22:02, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4188, top5_acc: 0.6797, loss_cls: 2.5244, loss: 2.5244, grad_norm: 3.9556 2020-07-25 09:23:34,044 - mmaction - INFO - Epoch [9][2040/3757] lr: 2.000e-02, eta: 2 days, 16:21:41, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.4835, loss: 2.4835, grad_norm: 3.8602 2020-07-25 09:23:48,214 - mmaction - INFO - Epoch [9][2060/3757] lr: 2.000e-02, eta: 2 days, 16:21:33, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.4628, loss: 2.4628, grad_norm: 3.9747 2020-07-25 09:24:00,740 - mmaction - INFO - Epoch [9][2080/3757] lr: 2.000e-02, eta: 2 days, 16:21:11, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7141, loss_cls: 2.3839, loss: 2.3839, grad_norm: 3.9207 2020-07-25 09:24:13,606 - mmaction - INFO - Epoch [9][2100/3757] lr: 2.000e-02, eta: 2 days, 16:20:51, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4107, loss: 2.4107, grad_norm: 3.7730 2020-07-25 09:24:26,342 - mmaction - INFO - Epoch [9][2120/3757] lr: 2.000e-02, eta: 2 days, 16:20:29, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.6977, loss_cls: 2.4168, loss: 2.4168, grad_norm: 3.7116 2020-07-25 09:24:39,298 - mmaction - INFO - Epoch [9][2140/3757] lr: 2.000e-02, eta: 2 days, 16:20:10, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6719, loss_cls: 2.5187, loss: 2.5187, grad_norm: 3.7779 2020-07-25 09:24:52,004 - mmaction - INFO - Epoch [9][2160/3757] lr: 2.000e-02, eta: 2 days, 16:19:48, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6742, loss_cls: 2.5324, loss: 2.5324, grad_norm: 3.7565 2020-07-25 09:25:04,884 - mmaction - INFO - Epoch [9][2180/3757] lr: 2.000e-02, eta: 2 days, 16:19:28, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7172, loss_cls: 2.4315, loss: 2.4315, grad_norm: 3.9690 2020-07-25 09:25:17,701 - mmaction - INFO - Epoch [9][2200/3757] lr: 2.000e-02, eta: 2 days, 16:19:08, time: 0.643, data_time: 0.003, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6906, loss_cls: 2.5269, loss: 2.5269, grad_norm: 3.7495 2020-07-25 09:25:30,803 - mmaction - INFO - Epoch [9][2220/3757] lr: 2.000e-02, eta: 2 days, 16:18:50, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4016, top5_acc: 0.6758, loss_cls: 2.5869, loss: 2.5869, grad_norm: 3.7769 2020-07-25 09:25:43,662 - mmaction - INFO - Epoch [9][2240/3757] lr: 2.000e-02, eta: 2 days, 16:18:29, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4240, loss: 2.4240, grad_norm: 3.7182 2020-07-25 09:25:56,519 - mmaction - INFO - Epoch [9][2260/3757] lr: 2.000e-02, eta: 2 days, 16:18:10, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6875, loss_cls: 2.5549, loss: 2.5549, grad_norm: 3.8291 2020-07-25 09:26:09,819 - mmaction - INFO - Epoch [9][2280/3757] lr: 2.000e-02, eta: 2 days, 16:17:54, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3761, loss: 2.3761, grad_norm: 3.8399 2020-07-25 09:26:22,673 - mmaction - INFO - Epoch [9][2300/3757] lr: 2.000e-02, eta: 2 days, 16:17:34, time: 0.643, data_time: 0.002, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6969, loss_cls: 2.4849, loss: 2.4849, grad_norm: 3.8606 2020-07-25 09:26:36,325 - mmaction - INFO - Epoch [9][2320/3757] lr: 2.000e-02, eta: 2 days, 16:17:22, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6898, loss_cls: 2.4693, loss: 2.4693, grad_norm: 3.7972 2020-07-25 09:26:49,203 - mmaction - INFO - Epoch [9][2340/3757] lr: 2.000e-02, eta: 2 days, 16:17:02, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6930, loss_cls: 2.5188, loss: 2.5188, grad_norm: 3.8138 2020-07-25 09:27:02,713 - mmaction - INFO - Epoch [9][2360/3757] lr: 2.000e-02, eta: 2 days, 16:16:49, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6961, loss_cls: 2.4770, loss: 2.4770, grad_norm: 3.8349 2020-07-25 09:27:15,451 - mmaction - INFO - Epoch [9][2380/3757] lr: 2.000e-02, eta: 2 days, 16:16:28, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5385, loss: 2.5385, grad_norm: 3.8323 2020-07-25 09:27:28,167 - mmaction - INFO - Epoch [9][2400/3757] lr: 2.000e-02, eta: 2 days, 16:16:06, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.3946, loss: 2.3946, grad_norm: 4.0159 2020-07-25 09:27:40,839 - mmaction - INFO - Epoch [9][2420/3757] lr: 2.000e-02, eta: 2 days, 16:15:44, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7055, loss_cls: 2.4155, loss: 2.4155, grad_norm: 3.8449 2020-07-25 09:27:53,751 - mmaction - INFO - Epoch [9][2440/3757] lr: 2.000e-02, eta: 2 days, 16:15:24, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.4358, loss: 2.4358, grad_norm: 3.9591 2020-07-25 09:28:06,754 - mmaction - INFO - Epoch [9][2460/3757] lr: 2.000e-02, eta: 2 days, 16:15:06, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.4558, loss: 2.4558, grad_norm: 3.8291 2020-07-25 09:28:20,509 - mmaction - INFO - Epoch [9][2480/3757] lr: 2.000e-02, eta: 2 days, 16:14:55, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.4326, loss: 2.4326, grad_norm: 3.9386 2020-07-25 09:28:33,035 - mmaction - INFO - Epoch [9][2500/3757] lr: 2.000e-02, eta: 2 days, 16:14:32, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6992, loss_cls: 2.4684, loss: 2.4684, grad_norm: 3.7247 2020-07-25 09:28:45,841 - mmaction - INFO - Epoch [9][2520/3757] lr: 2.000e-02, eta: 2 days, 16:14:11, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3460, loss: 2.3460, grad_norm: 3.8510 2020-07-25 09:28:58,464 - mmaction - INFO - Epoch [9][2540/3757] lr: 2.000e-02, eta: 2 days, 16:13:48, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4266, top5_acc: 0.7000, loss_cls: 2.4434, loss: 2.4434, grad_norm: 4.0174 2020-07-25 09:29:11,405 - mmaction - INFO - Epoch [9][2560/3757] lr: 2.000e-02, eta: 2 days, 16:13:30, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4328, top5_acc: 0.7055, loss_cls: 2.4399, loss: 2.4399, grad_norm: 3.8527 2020-07-25 09:29:24,233 - mmaction - INFO - Epoch [9][2580/3757] lr: 2.000e-02, eta: 2 days, 16:13:09, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.4673, loss: 2.4673, grad_norm: 3.8086 2020-07-25 09:29:36,990 - mmaction - INFO - Epoch [9][2600/3757] lr: 2.000e-02, eta: 2 days, 16:12:49, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.7448 2020-07-25 09:29:50,547 - mmaction - INFO - Epoch [9][2620/3757] lr: 2.000e-02, eta: 2 days, 16:12:35, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.5020, loss: 2.5020, grad_norm: 3.8954 2020-07-25 09:30:03,106 - mmaction - INFO - Epoch [9][2640/3757] lr: 2.000e-02, eta: 2 days, 16:12:13, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6883, loss_cls: 2.5051, loss: 2.5051, grad_norm: 3.7718 2020-07-25 09:30:16,557 - mmaction - INFO - Epoch [9][2660/3757] lr: 2.000e-02, eta: 2 days, 16:11:59, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4418, loss: 2.4418, grad_norm: 3.7971 2020-07-25 09:30:29,588 - mmaction - INFO - Epoch [9][2680/3757] lr: 2.000e-02, eta: 2 days, 16:11:41, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.3910, loss: 2.3910, grad_norm: 3.7284 2020-07-25 09:30:42,639 - mmaction - INFO - Epoch [9][2700/3757] lr: 2.000e-02, eta: 2 days, 16:11:22, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4203, top5_acc: 0.6789, loss_cls: 2.5425, loss: 2.5425, grad_norm: 3.8113 2020-07-25 09:30:55,544 - mmaction - INFO - Epoch [9][2720/3757] lr: 2.000e-02, eta: 2 days, 16:11:04, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4614, loss: 2.4614, grad_norm: 3.8464 2020-07-25 09:31:09,114 - mmaction - INFO - Epoch [9][2740/3757] lr: 2.000e-02, eta: 2 days, 16:10:50, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6820, loss_cls: 2.5250, loss: 2.5250, grad_norm: 3.8561 2020-07-25 09:31:22,334 - mmaction - INFO - Epoch [9][2760/3757] lr: 2.000e-02, eta: 2 days, 16:10:35, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6797, loss_cls: 2.4860, loss: 2.4860, grad_norm: 3.7836 2020-07-25 09:31:35,912 - mmaction - INFO - Epoch [9][2780/3757] lr: 2.000e-02, eta: 2 days, 16:10:21, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4320, top5_acc: 0.7023, loss_cls: 2.4106, loss: 2.4106, grad_norm: 3.8399 2020-07-25 09:31:48,486 - mmaction - INFO - Epoch [9][2800/3757] lr: 2.000e-02, eta: 2 days, 16:10:00, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6875, loss_cls: 2.5387, loss: 2.5387, grad_norm: 3.8485 2020-07-25 09:32:01,475 - mmaction - INFO - Epoch [9][2820/3757] lr: 2.000e-02, eta: 2 days, 16:09:40, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.5158, loss: 2.5158, grad_norm: 3.8050 2020-07-25 09:32:14,251 - mmaction - INFO - Epoch [9][2840/3757] lr: 2.000e-02, eta: 2 days, 16:09:20, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3413, loss: 2.3413, grad_norm: 3.9199 2020-07-25 09:32:27,267 - mmaction - INFO - Epoch [9][2860/3757] lr: 2.000e-02, eta: 2 days, 16:09:01, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.5121, loss: 2.5121, grad_norm: 3.9333 2020-07-25 09:32:40,028 - mmaction - INFO - Epoch [9][2880/3757] lr: 2.000e-02, eta: 2 days, 16:08:41, time: 0.644, data_time: 0.009, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6742, loss_cls: 2.5267, loss: 2.5267, grad_norm: 3.7531 2020-07-25 09:32:52,775 - mmaction - INFO - Epoch [9][2900/3757] lr: 2.000e-02, eta: 2 days, 16:08:20, time: 0.638, data_time: 0.003, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.4593, loss: 2.4593, grad_norm: 3.8549 2020-07-25 09:33:05,736 - mmaction - INFO - Epoch [9][2920/3757] lr: 2.000e-02, eta: 2 days, 16:08:00, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6742, loss_cls: 2.4863, loss: 2.4863, grad_norm: 3.8320 2020-07-25 09:33:19,717 - mmaction - INFO - Epoch [9][2940/3757] lr: 2.000e-02, eta: 2 days, 16:07:53, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.8669 2020-07-25 09:33:33,574 - mmaction - INFO - Epoch [9][2960/3757] lr: 2.000e-02, eta: 2 days, 16:07:43, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6836, loss_cls: 2.4723, loss: 2.4723, grad_norm: 3.7870 2020-07-25 09:33:46,487 - mmaction - INFO - Epoch [9][2980/3757] lr: 2.000e-02, eta: 2 days, 16:07:24, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.5137, loss: 2.5137, grad_norm: 3.8580 2020-07-25 09:33:59,658 - mmaction - INFO - Epoch [9][3000/3757] lr: 2.000e-02, eta: 2 days, 16:07:07, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6867, loss_cls: 2.4884, loss: 2.4884, grad_norm: 3.8760 2020-07-25 09:34:12,848 - mmaction - INFO - Epoch [9][3020/3757] lr: 2.000e-02, eta: 2 days, 16:06:51, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4227, top5_acc: 0.7047, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.7926 2020-07-25 09:34:25,623 - mmaction - INFO - Epoch [9][3040/3757] lr: 2.000e-02, eta: 2 days, 16:06:30, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6672, loss_cls: 2.5020, loss: 2.5020, grad_norm: 3.8451 2020-07-25 09:34:39,113 - mmaction - INFO - Epoch [9][3060/3757] lr: 2.000e-02, eta: 2 days, 16:06:17, time: 0.677, data_time: 0.009, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5309, loss: 2.5309, grad_norm: 3.8608 2020-07-25 09:34:52,245 - mmaction - INFO - Epoch [9][3080/3757] lr: 2.000e-02, eta: 2 days, 16:06:00, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.3663, loss: 2.3663, grad_norm: 3.9043 2020-07-25 09:35:05,159 - mmaction - INFO - Epoch [9][3100/3757] lr: 2.000e-02, eta: 2 days, 16:05:41, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.9200 2020-07-25 09:35:19,470 - mmaction - INFO - Epoch [9][3120/3757] lr: 2.000e-02, eta: 2 days, 16:05:36, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7172, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.9229 2020-07-25 09:35:32,084 - mmaction - INFO - Epoch [9][3140/3757] lr: 2.000e-02, eta: 2 days, 16:05:14, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5668, loss: 2.5668, grad_norm: 3.8258 2020-07-25 09:35:45,532 - mmaction - INFO - Epoch [9][3160/3757] lr: 2.000e-02, eta: 2 days, 16:05:00, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7102, loss_cls: 2.4257, loss: 2.4257, grad_norm: 3.8370 2020-07-25 09:35:58,546 - mmaction - INFO - Epoch [9][3180/3757] lr: 2.000e-02, eta: 2 days, 16:04:42, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5607, loss: 2.5607, grad_norm: 3.8236 2020-07-25 09:36:11,869 - mmaction - INFO - Epoch [9][3200/3757] lr: 2.000e-02, eta: 2 days, 16:04:27, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7039, loss_cls: 2.3842, loss: 2.3842, grad_norm: 3.9021 2020-07-25 09:36:24,803 - mmaction - INFO - Epoch [9][3220/3757] lr: 2.000e-02, eta: 2 days, 16:04:08, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4132, loss: 2.4132, grad_norm: 3.7017 2020-07-25 09:36:37,371 - mmaction - INFO - Epoch [9][3240/3757] lr: 2.000e-02, eta: 2 days, 16:03:45, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4278, loss: 2.4278, grad_norm: 3.9976 2020-07-25 09:36:50,493 - mmaction - INFO - Epoch [9][3260/3757] lr: 2.000e-02, eta: 2 days, 16:03:27, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.7972 2020-07-25 09:37:03,206 - mmaction - INFO - Epoch [9][3280/3757] lr: 2.000e-02, eta: 2 days, 16:03:07, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6711, loss_cls: 2.5441, loss: 2.5441, grad_norm: 3.8148 2020-07-25 09:37:16,436 - mmaction - INFO - Epoch [9][3300/3757] lr: 2.000e-02, eta: 2 days, 16:02:51, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4697, loss: 2.4697, grad_norm: 3.7180 2020-07-25 09:37:29,070 - mmaction - INFO - Epoch [9][3320/3757] lr: 2.000e-02, eta: 2 days, 16:02:29, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.4737, loss: 2.4737, grad_norm: 3.9159 2020-07-25 09:37:42,424 - mmaction - INFO - Epoch [9][3340/3757] lr: 2.000e-02, eta: 2 days, 16:02:13, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6914, loss_cls: 2.5556, loss: 2.5556, grad_norm: 3.7959 2020-07-25 09:37:55,929 - mmaction - INFO - Epoch [9][3360/3757] lr: 2.000e-02, eta: 2 days, 16:02:01, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4007, loss: 2.4007, grad_norm: 3.8604 2020-07-25 09:38:08,781 - mmaction - INFO - Epoch [9][3380/3757] lr: 2.000e-02, eta: 2 days, 16:01:40, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4242, top5_acc: 0.7133, loss_cls: 2.4531, loss: 2.4531, grad_norm: 3.9449 2020-07-25 09:38:21,978 - mmaction - INFO - Epoch [9][3400/3757] lr: 2.000e-02, eta: 2 days, 16:01:25, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.5681, loss: 2.5681, grad_norm: 3.7466 2020-07-25 09:38:35,214 - mmaction - INFO - Epoch [9][3420/3757] lr: 2.000e-02, eta: 2 days, 16:01:09, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6961, loss_cls: 2.4616, loss: 2.4616, grad_norm: 3.8454 2020-07-25 09:38:48,814 - mmaction - INFO - Epoch [9][3440/3757] lr: 2.000e-02, eta: 2 days, 16:00:57, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.4847, loss: 2.4847, grad_norm: 3.8911 2020-07-25 09:39:02,325 - mmaction - INFO - Epoch [9][3460/3757] lr: 2.000e-02, eta: 2 days, 16:00:43, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5110, loss: 2.5110, grad_norm: 3.7909 2020-07-25 09:39:15,252 - mmaction - INFO - Epoch [9][3480/3757] lr: 2.000e-02, eta: 2 days, 16:00:25, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6922, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.9728 2020-07-25 09:39:28,429 - mmaction - INFO - Epoch [9][3500/3757] lr: 2.000e-02, eta: 2 days, 16:00:08, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6930, loss_cls: 2.5183, loss: 2.5183, grad_norm: 3.8986 2020-07-25 09:39:41,114 - mmaction - INFO - Epoch [9][3520/3757] lr: 2.000e-02, eta: 2 days, 15:59:47, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7008, loss_cls: 2.4462, loss: 2.4462, grad_norm: 3.8678 2020-07-25 09:39:54,591 - mmaction - INFO - Epoch [9][3540/3757] lr: 2.000e-02, eta: 2 days, 15:59:34, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4385, loss: 2.4385, grad_norm: 3.7639 2020-07-25 09:40:07,247 - mmaction - INFO - Epoch [9][3560/3757] lr: 2.000e-02, eta: 2 days, 15:59:12, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6820, loss_cls: 2.5525, loss: 2.5525, grad_norm: 3.9325 2020-07-25 09:40:20,578 - mmaction - INFO - Epoch [9][3580/3757] lr: 2.000e-02, eta: 2 days, 15:58:56, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5409, loss: 2.5409, grad_norm: 3.7388 2020-07-25 09:40:33,157 - mmaction - INFO - Epoch [9][3600/3757] lr: 2.000e-02, eta: 2 days, 15:58:35, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6836, loss_cls: 2.4168, loss: 2.4168, grad_norm: 3.7655 2020-07-25 09:40:46,745 - mmaction - INFO - Epoch [9][3620/3757] lr: 2.000e-02, eta: 2 days, 15:58:22, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6789, loss_cls: 2.5429, loss: 2.5429, grad_norm: 3.8396 2020-07-25 09:40:59,563 - mmaction - INFO - Epoch [9][3640/3757] lr: 2.000e-02, eta: 2 days, 15:58:02, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.3925, loss: 2.3925, grad_norm: 3.7856 2020-07-25 09:41:12,592 - mmaction - INFO - Epoch [9][3660/3757] lr: 2.000e-02, eta: 2 days, 15:57:43, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5318, loss: 2.5318, grad_norm: 3.9855 2020-07-25 09:41:26,003 - mmaction - INFO - Epoch [9][3680/3757] lr: 2.000e-02, eta: 2 days, 15:57:30, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4511, loss: 2.4511, grad_norm: 3.7383 2020-07-25 09:41:39,154 - mmaction - INFO - Epoch [9][3700/3757] lr: 2.000e-02, eta: 2 days, 15:57:14, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6859, loss_cls: 2.5120, loss: 2.5120, grad_norm: 3.7636 2020-07-25 09:41:52,062 - mmaction - INFO - Epoch [9][3720/3757] lr: 2.000e-02, eta: 2 days, 15:56:54, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.7709 2020-07-25 09:42:05,271 - mmaction - INFO - Epoch [9][3740/3757] lr: 2.000e-02, eta: 2 days, 15:56:39, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6789, loss_cls: 2.4841, loss: 2.4841, grad_norm: 3.8483 2020-07-25 09:42:16,901 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-07-25 09:42:38,434 - mmaction - INFO - Epoch [10][20/3757] lr: 2.000e-02, eta: 2 days, 15:55:30, time: 1.030, data_time: 0.369, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6937, loss_cls: 2.4945, loss: 2.4945, grad_norm: 3.7971 2020-07-25 09:42:50,857 - mmaction - INFO - Epoch [10][40/3757] lr: 2.000e-02, eta: 2 days, 15:55:06, time: 0.621, data_time: 0.002, memory: 7079, top1_acc: 0.4242, top5_acc: 0.7102, loss_cls: 2.4227, loss: 2.4227, grad_norm: 3.9153 2020-07-25 09:43:03,559 - mmaction - INFO - Epoch [10][60/3757] lr: 2.000e-02, eta: 2 days, 15:54:45, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.4546, loss: 2.4546, grad_norm: 3.7185 2020-07-25 09:43:16,983 - mmaction - INFO - Epoch [10][80/3757] lr: 2.000e-02, eta: 2 days, 15:54:31, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3464, loss: 2.3464, grad_norm: 4.0007 2020-07-25 09:43:30,189 - mmaction - INFO - Epoch [10][100/3757] lr: 2.000e-02, eta: 2 days, 15:54:14, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4249, loss: 2.4249, grad_norm: 3.7163 2020-07-25 09:43:42,767 - mmaction - INFO - Epoch [10][120/3757] lr: 2.000e-02, eta: 2 days, 15:53:53, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3731, loss: 2.3731, grad_norm: 3.9412 2020-07-25 09:43:56,746 - mmaction - INFO - Epoch [10][140/3757] lr: 2.000e-02, eta: 2 days, 15:53:44, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.3907, loss: 2.3907, grad_norm: 3.9137 2020-07-25 09:44:09,365 - mmaction - INFO - Epoch [10][160/3757] lr: 2.000e-02, eta: 2 days, 15:53:23, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.4081, loss: 2.4081, grad_norm: 3.8844 2020-07-25 09:44:22,734 - mmaction - INFO - Epoch [10][180/3757] lr: 2.000e-02, eta: 2 days, 15:53:08, time: 0.669, data_time: 0.002, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3367, loss: 2.3367, grad_norm: 3.8267 2020-07-25 09:44:36,163 - mmaction - INFO - Epoch [10][200/3757] lr: 2.000e-02, eta: 2 days, 15:52:53, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7023, loss_cls: 2.3150, loss: 2.3150, grad_norm: 3.7779 2020-07-25 09:44:48,819 - mmaction - INFO - Epoch [10][220/3757] lr: 2.000e-02, eta: 2 days, 15:52:33, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.3931, loss: 2.3931, grad_norm: 3.8386 2020-07-25 09:45:02,410 - mmaction - INFO - Epoch [10][240/3757] lr: 2.000e-02, eta: 2 days, 15:52:21, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.4799, loss: 2.4799, grad_norm: 3.8597 2020-07-25 09:45:15,122 - mmaction - INFO - Epoch [10][260/3757] lr: 2.000e-02, eta: 2 days, 15:52:00, time: 0.636, data_time: 0.002, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7078, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.9205 2020-07-25 09:45:28,162 - mmaction - INFO - Epoch [10][280/3757] lr: 2.000e-02, eta: 2 days, 15:51:41, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6977, loss_cls: 2.4779, loss: 2.4779, grad_norm: 3.8687 2020-07-25 09:45:40,651 - mmaction - INFO - Epoch [10][300/3757] lr: 2.000e-02, eta: 2 days, 15:51:19, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4284, loss: 2.4284, grad_norm: 4.0028 2020-07-25 09:45:53,396 - mmaction - INFO - Epoch [10][320/3757] lr: 2.000e-02, eta: 2 days, 15:50:57, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.6891, loss_cls: 2.4383, loss: 2.4383, grad_norm: 3.8960 2020-07-25 09:46:06,701 - mmaction - INFO - Epoch [10][340/3757] lr: 2.000e-02, eta: 2 days, 15:50:43, time: 0.670, data_time: 0.010, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.3900, loss: 2.3900, grad_norm: 3.9146 2020-07-25 09:46:19,886 - mmaction - INFO - Epoch [10][360/3757] lr: 2.000e-02, eta: 2 days, 15:50:27, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.4016, loss: 2.4016, grad_norm: 3.7155 2020-07-25 09:46:32,432 - mmaction - INFO - Epoch [10][380/3757] lr: 2.000e-02, eta: 2 days, 15:50:04, time: 0.627, data_time: 0.004, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.4540, loss: 2.4540, grad_norm: 3.8410 2020-07-25 09:46:45,396 - mmaction - INFO - Epoch [10][400/3757] lr: 2.000e-02, eta: 2 days, 15:49:46, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3525, loss: 2.3525, grad_norm: 3.8873 2020-07-25 09:46:58,028 - mmaction - INFO - Epoch [10][420/3757] lr: 2.000e-02, eta: 2 days, 15:49:24, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.3360, loss: 2.3360, grad_norm: 3.6572 2020-07-25 09:47:11,098 - mmaction - INFO - Epoch [10][440/3757] lr: 2.000e-02, eta: 2 days, 15:49:07, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4070, loss: 2.4070, grad_norm: 3.7947 2020-07-25 09:47:24,871 - mmaction - INFO - Epoch [10][460/3757] lr: 2.000e-02, eta: 2 days, 15:48:57, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6930, loss_cls: 2.4292, loss: 2.4292, grad_norm: 3.8200 2020-07-25 09:47:37,954 - mmaction - INFO - Epoch [10][480/3757] lr: 2.000e-02, eta: 2 days, 15:48:39, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5624, loss: 2.5624, grad_norm: 3.8798 2020-07-25 09:47:50,700 - mmaction - INFO - Epoch [10][500/3757] lr: 2.000e-02, eta: 2 days, 15:48:19, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3573, loss: 2.3573, grad_norm: 3.8925 2020-07-25 09:48:04,006 - mmaction - INFO - Epoch [10][520/3757] lr: 2.000e-02, eta: 2 days, 15:48:04, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4080, loss: 2.4080, grad_norm: 3.8431 2020-07-25 09:48:17,535 - mmaction - INFO - Epoch [10][540/3757] lr: 2.000e-02, eta: 2 days, 15:47:51, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4089, loss: 2.4089, grad_norm: 3.7315 2020-07-25 09:48:31,062 - mmaction - INFO - Epoch [10][560/3757] lr: 2.000e-02, eta: 2 days, 15:47:38, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.4318, loss: 2.4318, grad_norm: 3.8411 2020-07-25 09:48:43,726 - mmaction - INFO - Epoch [10][580/3757] lr: 2.000e-02, eta: 2 days, 15:47:17, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.5052, loss: 2.5052, grad_norm: 3.7024 2020-07-25 09:48:57,060 - mmaction - INFO - Epoch [10][600/3757] lr: 2.000e-02, eta: 2 days, 15:47:02, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4688, loss: 2.4688, grad_norm: 3.9954 2020-07-25 09:49:10,289 - mmaction - INFO - Epoch [10][620/3757] lr: 2.000e-02, eta: 2 days, 15:46:47, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.4526, loss: 2.4526, grad_norm: 3.9712 2020-07-25 09:49:23,447 - mmaction - INFO - Epoch [10][640/3757] lr: 2.000e-02, eta: 2 days, 15:46:30, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5045, loss: 2.5045, grad_norm: 3.8450 2020-07-25 09:49:37,458 - mmaction - INFO - Epoch [10][660/3757] lr: 2.000e-02, eta: 2 days, 15:46:22, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7133, loss_cls: 2.3290, loss: 2.3290, grad_norm: 3.8187 2020-07-25 09:49:51,322 - mmaction - INFO - Epoch [10][680/3757] lr: 2.000e-02, eta: 2 days, 15:46:13, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6883, loss_cls: 2.4548, loss: 2.4548, grad_norm: 3.8810 2020-07-25 09:50:04,005 - mmaction - INFO - Epoch [10][700/3757] lr: 2.000e-02, eta: 2 days, 15:45:52, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6867, loss_cls: 2.4993, loss: 2.4993, grad_norm: 3.7007 2020-07-25 09:50:17,560 - mmaction - INFO - Epoch [10][720/3757] lr: 2.000e-02, eta: 2 days, 15:45:39, time: 0.677, data_time: 0.001, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.5043, loss: 2.5043, grad_norm: 3.6951 2020-07-25 09:50:30,419 - mmaction - INFO - Epoch [10][740/3757] lr: 2.000e-02, eta: 2 days, 15:45:19, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.7117, loss_cls: 2.4215, loss: 2.4215, grad_norm: 3.8601 2020-07-25 09:50:43,458 - mmaction - INFO - Epoch [10][760/3757] lr: 2.000e-02, eta: 2 days, 15:45:03, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6836, loss_cls: 2.5004, loss: 2.5004, grad_norm: 3.8724 2020-07-25 09:50:56,749 - mmaction - INFO - Epoch [10][780/3757] lr: 2.000e-02, eta: 2 days, 15:44:47, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.4283, loss: 2.4283, grad_norm: 3.9540 2020-07-25 09:51:10,136 - mmaction - INFO - Epoch [10][800/3757] lr: 2.000e-02, eta: 2 days, 15:44:33, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.4162, loss: 2.4162, grad_norm: 3.8723 2020-07-25 09:51:23,173 - mmaction - INFO - Epoch [10][820/3757] lr: 2.000e-02, eta: 2 days, 15:44:15, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7086, loss_cls: 2.3969, loss: 2.3969, grad_norm: 3.8247 2020-07-25 09:51:35,998 - mmaction - INFO - Epoch [10][840/3757] lr: 2.000e-02, eta: 2 days, 15:43:56, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.9412 2020-07-25 09:51:49,099 - mmaction - INFO - Epoch [10][860/3757] lr: 2.000e-02, eta: 2 days, 15:43:38, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4379, loss: 2.4379, grad_norm: 3.9533 2020-07-25 09:52:02,147 - mmaction - INFO - Epoch [10][880/3757] lr: 2.000e-02, eta: 2 days, 15:43:22, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6937, loss_cls: 2.4016, loss: 2.4016, grad_norm: 3.8164 2020-07-25 09:52:15,104 - mmaction - INFO - Epoch [10][900/3757] lr: 2.000e-02, eta: 2 days, 15:43:03, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4223, loss: 2.4223, grad_norm: 3.8154 2020-07-25 09:52:28,849 - mmaction - INFO - Epoch [10][920/3757] lr: 2.000e-02, eta: 2 days, 15:42:53, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7016, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.8495 2020-07-25 09:52:42,096 - mmaction - INFO - Epoch [10][940/3757] lr: 2.000e-02, eta: 2 days, 15:42:37, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.4076, loss: 2.4076, grad_norm: 3.8392 2020-07-25 09:52:55,987 - mmaction - INFO - Epoch [10][960/3757] lr: 2.000e-02, eta: 2 days, 15:42:28, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.4224, loss: 2.4224, grad_norm: 3.8720 2020-07-25 09:53:09,687 - mmaction - INFO - Epoch [10][980/3757] lr: 2.000e-02, eta: 2 days, 15:42:17, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6750, loss_cls: 2.4697, loss: 2.4697, grad_norm: 3.7024 2020-07-25 09:53:23,988 - mmaction - INFO - Epoch [10][1000/3757] lr: 2.000e-02, eta: 2 days, 15:42:12, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4057, loss: 2.4057, grad_norm: 3.8967 2020-07-25 09:53:36,709 - mmaction - INFO - Epoch [10][1020/3757] lr: 2.000e-02, eta: 2 days, 15:41:51, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.4195, top5_acc: 0.6914, loss_cls: 2.5051, loss: 2.5051, grad_norm: 3.8539 2020-07-25 09:53:49,934 - mmaction - INFO - Epoch [10][1040/3757] lr: 2.000e-02, eta: 2 days, 15:41:35, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4109, top5_acc: 0.6797, loss_cls: 2.4981, loss: 2.4981, grad_norm: 3.9454 2020-07-25 09:54:03,322 - mmaction - INFO - Epoch [10][1060/3757] lr: 2.000e-02, eta: 2 days, 15:41:21, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7023, loss_cls: 2.4574, loss: 2.4574, grad_norm: 3.8502 2020-07-25 09:54:16,030 - mmaction - INFO - Epoch [10][1080/3757] lr: 2.000e-02, eta: 2 days, 15:41:01, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3270, loss: 2.3270, grad_norm: 3.8102 2020-07-25 09:54:29,198 - mmaction - INFO - Epoch [10][1100/3757] lr: 2.000e-02, eta: 2 days, 15:40:44, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7055, loss_cls: 2.3985, loss: 2.3985, grad_norm: 3.8993 2020-07-25 09:54:42,750 - mmaction - INFO - Epoch [10][1120/3757] lr: 2.000e-02, eta: 2 days, 15:40:31, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4164, top5_acc: 0.6961, loss_cls: 2.4836, loss: 2.4836, grad_norm: 3.9048 2020-07-25 09:54:56,016 - mmaction - INFO - Epoch [10][1140/3757] lr: 2.000e-02, eta: 2 days, 15:40:17, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7133, loss_cls: 2.3665, loss: 2.3665, grad_norm: 3.7557 2020-07-25 09:55:09,031 - mmaction - INFO - Epoch [10][1160/3757] lr: 2.000e-02, eta: 2 days, 15:39:58, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7016, loss_cls: 2.4048, loss: 2.4048, grad_norm: 3.7038 2020-07-25 09:55:21,970 - mmaction - INFO - Epoch [10][1180/3757] lr: 2.000e-02, eta: 2 days, 15:39:40, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4235, loss: 2.4235, grad_norm: 3.9366 2020-07-25 09:55:35,315 - mmaction - INFO - Epoch [10][1200/3757] lr: 2.000e-02, eta: 2 days, 15:39:25, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4218, loss: 2.4218, grad_norm: 3.7514 2020-07-25 09:55:48,949 - mmaction - INFO - Epoch [10][1220/3757] lr: 2.000e-02, eta: 2 days, 15:39:14, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6836, loss_cls: 2.4356, loss: 2.4356, grad_norm: 3.9218 2020-07-25 09:56:01,528 - mmaction - INFO - Epoch [10][1240/3757] lr: 2.000e-02, eta: 2 days, 15:38:52, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.4304, loss: 2.4304, grad_norm: 3.8858 2020-07-25 09:56:15,112 - mmaction - INFO - Epoch [10][1260/3757] lr: 2.000e-02, eta: 2 days, 15:38:40, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7063, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.7778 2020-07-25 09:56:27,907 - mmaction - INFO - Epoch [10][1280/3757] lr: 2.000e-02, eta: 2 days, 15:38:19, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6969, loss_cls: 2.4428, loss: 2.4428, grad_norm: 4.0835 2020-07-25 09:56:41,556 - mmaction - INFO - Epoch [10][1300/3757] lr: 2.000e-02, eta: 2 days, 15:38:09, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.4146, loss: 2.4146, grad_norm: 3.8063 2020-07-25 09:56:54,544 - mmaction - INFO - Epoch [10][1320/3757] lr: 2.000e-02, eta: 2 days, 15:37:51, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3679, loss: 2.3679, grad_norm: 3.9233 2020-07-25 09:57:08,041 - mmaction - INFO - Epoch [10][1340/3757] lr: 2.000e-02, eta: 2 days, 15:37:37, time: 0.670, data_time: 0.001, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6992, loss_cls: 2.3947, loss: 2.3947, grad_norm: 3.9881 2020-07-25 09:57:21,118 - mmaction - INFO - Epoch [10][1360/3757] lr: 2.000e-02, eta: 2 days, 15:37:21, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7148, loss_cls: 2.3893, loss: 2.3893, grad_norm: 3.9703 2020-07-25 09:57:35,038 - mmaction - INFO - Epoch [10][1380/3757] lr: 2.000e-02, eta: 2 days, 15:37:11, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.4303, loss: 2.4303, grad_norm: 3.8679 2020-07-25 09:57:47,905 - mmaction - INFO - Epoch [10][1400/3757] lr: 2.000e-02, eta: 2 days, 15:36:53, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.9697 2020-07-25 09:58:01,830 - mmaction - INFO - Epoch [10][1420/3757] lr: 2.000e-02, eta: 2 days, 15:36:44, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4290, loss: 2.4290, grad_norm: 3.7660 2020-07-25 09:58:14,730 - mmaction - INFO - Epoch [10][1440/3757] lr: 2.000e-02, eta: 2 days, 15:36:24, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6805, loss_cls: 2.4870, loss: 2.4870, grad_norm: 3.9203 2020-07-25 09:58:28,064 - mmaction - INFO - Epoch [10][1460/3757] lr: 2.000e-02, eta: 2 days, 15:36:10, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.5131, loss: 2.5131, grad_norm: 3.9928 2020-07-25 09:58:41,407 - mmaction - INFO - Epoch [10][1480/3757] lr: 2.000e-02, eta: 2 days, 15:35:55, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.3667, loss: 2.3667, grad_norm: 3.8560 2020-07-25 09:58:54,271 - mmaction - INFO - Epoch [10][1500/3757] lr: 2.000e-02, eta: 2 days, 15:35:37, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4070, top5_acc: 0.6820, loss_cls: 2.6051, loss: 2.6051, grad_norm: 3.8748 2020-07-25 09:59:07,759 - mmaction - INFO - Epoch [10][1520/3757] lr: 2.000e-02, eta: 2 days, 15:35:23, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.4129, loss: 2.4129, grad_norm: 3.9638 2020-07-25 09:59:20,706 - mmaction - INFO - Epoch [10][1540/3757] lr: 2.000e-02, eta: 2 days, 15:35:05, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.8066 2020-07-25 09:59:33,596 - mmaction - INFO - Epoch [10][1560/3757] lr: 2.000e-02, eta: 2 days, 15:34:46, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4717, loss: 2.4717, grad_norm: 3.9387 2020-07-25 09:59:46,983 - mmaction - INFO - Epoch [10][1580/3757] lr: 2.000e-02, eta: 2 days, 15:34:32, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.3995, loss: 2.3995, grad_norm: 4.0826 2020-07-25 10:00:00,638 - mmaction - INFO - Epoch [10][1600/3757] lr: 2.000e-02, eta: 2 days, 15:34:21, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.7758 2020-07-25 10:00:16,173 - mmaction - INFO - Epoch [10][1620/3757] lr: 2.000e-02, eta: 2 days, 15:34:26, time: 0.769, data_time: 0.005, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.5289, loss: 2.5289, grad_norm: 3.8231 2020-07-25 10:00:29,331 - mmaction - INFO - Epoch [10][1640/3757] lr: 2.000e-02, eta: 2 days, 15:34:11, time: 0.667, data_time: 0.043, memory: 7079, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5226, loss: 2.5226, grad_norm: 3.7570 2020-07-25 10:00:42,857 - mmaction - INFO - Epoch [10][1660/3757] lr: 2.000e-02, eta: 2 days, 15:33:58, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6898, loss_cls: 2.4730, loss: 2.4730, grad_norm: 3.9342 2020-07-25 10:00:55,687 - mmaction - INFO - Epoch [10][1680/3757] lr: 2.000e-02, eta: 2 days, 15:33:39, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6961, loss_cls: 2.4255, loss: 2.4255, grad_norm: 3.9198 2020-07-25 10:01:09,271 - mmaction - INFO - Epoch [10][1700/3757] lr: 2.000e-02, eta: 2 days, 15:33:26, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5152, loss: 2.5152, grad_norm: 3.9123 2020-07-25 10:01:21,867 - mmaction - INFO - Epoch [10][1720/3757] lr: 2.000e-02, eta: 2 days, 15:33:05, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.6820, loss_cls: 2.4543, loss: 2.4543, grad_norm: 3.8866 2020-07-25 10:01:34,712 - mmaction - INFO - Epoch [10][1740/3757] lr: 2.000e-02, eta: 2 days, 15:32:46, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7008, loss_cls: 2.4061, loss: 2.4061, grad_norm: 3.8696 2020-07-25 10:01:48,316 - mmaction - INFO - Epoch [10][1760/3757] lr: 2.000e-02, eta: 2 days, 15:32:34, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4216, loss: 2.4216, grad_norm: 3.8490 2020-07-25 10:02:02,350 - mmaction - INFO - Epoch [10][1780/3757] lr: 2.000e-02, eta: 2 days, 15:32:26, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3589, loss: 2.3589, grad_norm: 3.8788 2020-07-25 10:02:15,433 - mmaction - INFO - Epoch [10][1800/3757] lr: 2.000e-02, eta: 2 days, 15:32:09, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.2954, loss: 2.2954, grad_norm: 3.7493 2020-07-25 10:02:28,198 - mmaction - INFO - Epoch [10][1820/3757] lr: 2.000e-02, eta: 2 days, 15:31:49, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4921, loss: 2.4921, grad_norm: 3.9545 2020-07-25 10:02:41,178 - mmaction - INFO - Epoch [10][1840/3757] lr: 2.000e-02, eta: 2 days, 15:31:31, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4383, top5_acc: 0.7000, loss_cls: 2.4654, loss: 2.4654, grad_norm: 3.6899 2020-07-25 10:02:54,254 - mmaction - INFO - Epoch [10][1860/3757] lr: 2.000e-02, eta: 2 days, 15:31:14, time: 0.654, data_time: 0.002, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.3992, loss: 2.3992, grad_norm: 3.9198 2020-07-25 10:03:07,897 - mmaction - INFO - Epoch [10][1880/3757] lr: 2.000e-02, eta: 2 days, 15:31:02, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4375, top5_acc: 0.7102, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.7855 2020-07-25 10:03:21,767 - mmaction - INFO - Epoch [10][1900/3757] lr: 2.000e-02, eta: 2 days, 15:30:53, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6836, loss_cls: 2.5003, loss: 2.5003, grad_norm: 3.9402 2020-07-25 10:03:35,114 - mmaction - INFO - Epoch [10][1920/3757] lr: 2.000e-02, eta: 2 days, 15:30:38, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.4294, loss: 2.4294, grad_norm: 3.8631 2020-07-25 10:03:48,836 - mmaction - INFO - Epoch [10][1940/3757] lr: 2.000e-02, eta: 2 days, 15:30:28, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4313, top5_acc: 0.7008, loss_cls: 2.4574, loss: 2.4574, grad_norm: 3.9104 2020-07-25 10:04:01,818 - mmaction - INFO - Epoch [10][1960/3757] lr: 2.000e-02, eta: 2 days, 15:30:09, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6969, loss_cls: 2.4293, loss: 2.4293, grad_norm: 3.9003 2020-07-25 10:04:15,231 - mmaction - INFO - Epoch [10][1980/3757] lr: 2.000e-02, eta: 2 days, 15:29:56, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4726, loss: 2.4726, grad_norm: 3.8205 2020-07-25 10:04:27,964 - mmaction - INFO - Epoch [10][2000/3757] lr: 2.000e-02, eta: 2 days, 15:29:36, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7125, loss_cls: 2.4007, loss: 2.4007, grad_norm: 3.7603 2020-07-25 10:04:41,922 - mmaction - INFO - Epoch [10][2020/3757] lr: 2.000e-02, eta: 2 days, 15:29:27, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3693, loss: 2.3693, grad_norm: 3.9806 2020-07-25 10:04:55,247 - mmaction - INFO - Epoch [10][2040/3757] lr: 2.000e-02, eta: 2 days, 15:29:11, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5333, loss: 2.5333, grad_norm: 3.8446 2020-07-25 10:05:08,694 - mmaction - INFO - Epoch [10][2060/3757] lr: 2.000e-02, eta: 2 days, 15:28:59, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6828, loss_cls: 2.4884, loss: 2.4884, grad_norm: 4.0290 2020-07-25 10:05:21,465 - mmaction - INFO - Epoch [10][2080/3757] lr: 2.000e-02, eta: 2 days, 15:28:38, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.3988, loss: 2.3988, grad_norm: 3.7747 2020-07-25 10:05:35,868 - mmaction - INFO - Epoch [10][2100/3757] lr: 2.000e-02, eta: 2 days, 15:28:35, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.3780, loss: 2.3780, grad_norm: 3.8800 2020-07-25 10:05:48,239 - mmaction - INFO - Epoch [10][2120/3757] lr: 2.000e-02, eta: 2 days, 15:28:10, time: 0.615, data_time: 0.004, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.4728, loss: 2.4728, grad_norm: 4.0562 2020-07-25 10:06:01,471 - mmaction - INFO - Epoch [10][2140/3757] lr: 2.000e-02, eta: 2 days, 15:27:55, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4515, loss: 2.4515, grad_norm: 3.7801 2020-07-25 10:06:15,471 - mmaction - INFO - Epoch [10][2160/3757] lr: 2.000e-02, eta: 2 days, 15:27:47, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4180, top5_acc: 0.6875, loss_cls: 2.5050, loss: 2.5050, grad_norm: 3.8703 2020-07-25 10:06:28,124 - mmaction - INFO - Epoch [10][2180/3757] lr: 2.000e-02, eta: 2 days, 15:27:26, time: 0.631, data_time: 0.003, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.4852, loss: 2.4852, grad_norm: 3.9010 2020-07-25 10:06:41,263 - mmaction - INFO - Epoch [10][2200/3757] lr: 2.000e-02, eta: 2 days, 15:27:09, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6937, loss_cls: 2.4705, loss: 2.4705, grad_norm: 3.7588 2020-07-25 10:06:54,081 - mmaction - INFO - Epoch [10][2220/3757] lr: 2.000e-02, eta: 2 days, 15:26:50, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.3550, loss: 2.3550, grad_norm: 3.8858 2020-07-25 10:07:06,662 - mmaction - INFO - Epoch [10][2240/3757] lr: 2.000e-02, eta: 2 days, 15:26:29, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3906, loss: 2.3906, grad_norm: 3.7890 2020-07-25 10:07:19,350 - mmaction - INFO - Epoch [10][2260/3757] lr: 2.000e-02, eta: 2 days, 15:26:08, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7055, loss_cls: 2.4745, loss: 2.4745, grad_norm: 3.9658 2020-07-25 10:07:33,250 - mmaction - INFO - Epoch [10][2280/3757] lr: 2.000e-02, eta: 2 days, 15:25:58, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6875, loss_cls: 2.5533, loss: 2.5533, grad_norm: 3.7295 2020-07-25 10:07:47,394 - mmaction - INFO - Epoch [10][2300/3757] lr: 2.000e-02, eta: 2 days, 15:25:52, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7266, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.6663 2020-07-25 10:08:00,075 - mmaction - INFO - Epoch [10][2320/3757] lr: 2.000e-02, eta: 2 days, 15:25:31, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.4290, loss: 2.4290, grad_norm: 3.9323 2020-07-25 10:08:13,001 - mmaction - INFO - Epoch [10][2340/3757] lr: 2.000e-02, eta: 2 days, 15:25:12, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.5234, loss: 2.5234, grad_norm: 3.8620 2020-07-25 10:08:26,219 - mmaction - INFO - Epoch [10][2360/3757] lr: 2.000e-02, eta: 2 days, 15:24:58, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6711, loss_cls: 2.5362, loss: 2.5362, grad_norm: 3.8309 2020-07-25 10:08:38,855 - mmaction - INFO - Epoch [10][2380/3757] lr: 2.000e-02, eta: 2 days, 15:24:36, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.4130, loss: 2.4130, grad_norm: 3.7719 2020-07-25 10:08:52,373 - mmaction - INFO - Epoch [10][2400/3757] lr: 2.000e-02, eta: 2 days, 15:24:23, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.4242, loss: 2.4242, grad_norm: 3.8505 2020-07-25 10:09:05,040 - mmaction - INFO - Epoch [10][2420/3757] lr: 2.000e-02, eta: 2 days, 15:24:02, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4017, loss: 2.4017, grad_norm: 3.9566 2020-07-25 10:09:17,913 - mmaction - INFO - Epoch [10][2440/3757] lr: 2.000e-02, eta: 2 days, 15:23:44, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.7000, loss_cls: 2.4706, loss: 2.4706, grad_norm: 3.8951 2020-07-25 10:09:30,718 - mmaction - INFO - Epoch [10][2460/3757] lr: 2.000e-02, eta: 2 days, 15:23:24, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.3280, loss: 2.3280, grad_norm: 3.8163 2020-07-25 10:09:43,432 - mmaction - INFO - Epoch [10][2480/3757] lr: 2.000e-02, eta: 2 days, 15:23:04, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.8993 2020-07-25 10:09:56,870 - mmaction - INFO - Epoch [10][2500/3757] lr: 2.000e-02, eta: 2 days, 15:22:50, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7000, loss_cls: 2.4018, loss: 2.4018, grad_norm: 3.7943 2020-07-25 10:10:10,334 - mmaction - INFO - Epoch [10][2520/3757] lr: 2.000e-02, eta: 2 days, 15:22:37, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4361, loss: 2.4361, grad_norm: 3.9552 2020-07-25 10:10:24,411 - mmaction - INFO - Epoch [10][2540/3757] lr: 2.000e-02, eta: 2 days, 15:22:29, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7117, loss_cls: 2.4043, loss: 2.4043, grad_norm: 3.8153 2020-07-25 10:10:36,968 - mmaction - INFO - Epoch [10][2560/3757] lr: 2.000e-02, eta: 2 days, 15:22:08, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.8872 2020-07-25 10:10:49,744 - mmaction - INFO - Epoch [10][2580/3757] lr: 2.000e-02, eta: 2 days, 15:21:48, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3116, loss: 2.3116, grad_norm: 3.8972 2020-07-25 10:11:02,624 - mmaction - INFO - Epoch [10][2600/3757] lr: 2.000e-02, eta: 2 days, 15:21:29, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.4004, loss: 2.4004, grad_norm: 4.0612 2020-07-25 10:11:15,665 - mmaction - INFO - Epoch [10][2620/3757] lr: 2.000e-02, eta: 2 days, 15:21:12, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.8452 2020-07-25 10:11:28,417 - mmaction - INFO - Epoch [10][2640/3757] lr: 2.000e-02, eta: 2 days, 15:20:52, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4102, top5_acc: 0.6836, loss_cls: 2.5588, loss: 2.5588, grad_norm: 3.9659 2020-07-25 10:11:41,842 - mmaction - INFO - Epoch [10][2660/3757] lr: 2.000e-02, eta: 2 days, 15:20:39, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.3900, loss: 2.3900, grad_norm: 3.7910 2020-07-25 10:11:54,756 - mmaction - INFO - Epoch [10][2680/3757] lr: 2.000e-02, eta: 2 days, 15:20:21, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6945, loss_cls: 2.4356, loss: 2.4356, grad_norm: 3.8301 2020-07-25 10:12:08,033 - mmaction - INFO - Epoch [10][2700/3757] lr: 2.000e-02, eta: 2 days, 15:20:06, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6945, loss_cls: 2.4285, loss: 2.4285, grad_norm: 3.7312 2020-07-25 10:12:21,185 - mmaction - INFO - Epoch [10][2720/3757] lr: 2.000e-02, eta: 2 days, 15:19:49, time: 0.657, data_time: 0.002, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3985, loss: 2.3985, grad_norm: 3.8849 2020-07-25 10:12:34,051 - mmaction - INFO - Epoch [10][2740/3757] lr: 2.000e-02, eta: 2 days, 15:19:30, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4242, top5_acc: 0.6828, loss_cls: 2.4912, loss: 2.4912, grad_norm: 3.8537 2020-07-25 10:12:46,810 - mmaction - INFO - Epoch [10][2760/3757] lr: 2.000e-02, eta: 2 days, 15:19:11, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6922, loss_cls: 2.4709, loss: 2.4709, grad_norm: 3.6288 2020-07-25 10:12:59,705 - mmaction - INFO - Epoch [10][2780/3757] lr: 2.000e-02, eta: 2 days, 15:18:52, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.4096, loss: 2.4096, grad_norm: 3.9979 2020-07-25 10:13:12,844 - mmaction - INFO - Epoch [10][2800/3757] lr: 2.000e-02, eta: 2 days, 15:18:36, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4674, loss: 2.4674, grad_norm: 3.8476 2020-07-25 10:13:26,010 - mmaction - INFO - Epoch [10][2820/3757] lr: 2.000e-02, eta: 2 days, 15:18:20, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6859, loss_cls: 2.4583, loss: 2.4583, grad_norm: 3.9491 2020-07-25 10:13:38,709 - mmaction - INFO - Epoch [10][2840/3757] lr: 2.000e-02, eta: 2 days, 15:18:00, time: 0.634, data_time: 0.001, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.5538, loss: 2.5538, grad_norm: 3.7471 2020-07-25 10:13:51,370 - mmaction - INFO - Epoch [10][2860/3757] lr: 2.000e-02, eta: 2 days, 15:17:39, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4556, loss: 2.4556, grad_norm: 3.9644 2020-07-25 10:14:04,347 - mmaction - INFO - Epoch [10][2880/3757] lr: 2.000e-02, eta: 2 days, 15:17:21, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4640, loss: 2.4640, grad_norm: 3.9412 2020-07-25 10:14:17,206 - mmaction - INFO - Epoch [10][2900/3757] lr: 2.000e-02, eta: 2 days, 15:17:01, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6836, loss_cls: 2.4314, loss: 2.4314, grad_norm: 3.8560 2020-07-25 10:14:30,090 - mmaction - INFO - Epoch [10][2920/3757] lr: 2.000e-02, eta: 2 days, 15:16:44, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.3572, loss: 2.3572, grad_norm: 3.7462 2020-07-25 10:14:43,008 - mmaction - INFO - Epoch [10][2940/3757] lr: 2.000e-02, eta: 2 days, 15:16:25, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.3753, loss: 2.3753, grad_norm: 3.7567 2020-07-25 10:14:56,429 - mmaction - INFO - Epoch [10][2960/3757] lr: 2.000e-02, eta: 2 days, 15:16:12, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.4131, loss: 2.4131, grad_norm: 3.9683 2020-07-25 10:15:09,365 - mmaction - INFO - Epoch [10][2980/3757] lr: 2.000e-02, eta: 2 days, 15:15:53, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7039, loss_cls: 2.4282, loss: 2.4282, grad_norm: 3.7240 2020-07-25 10:15:22,841 - mmaction - INFO - Epoch [10][3000/3757] lr: 2.000e-02, eta: 2 days, 15:15:41, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.4111, loss: 2.4111, grad_norm: 3.8547 2020-07-25 10:15:36,070 - mmaction - INFO - Epoch [10][3020/3757] lr: 2.000e-02, eta: 2 days, 15:15:25, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.4532, loss: 2.4532, grad_norm: 3.8566 2020-07-25 10:15:49,172 - mmaction - INFO - Epoch [10][3040/3757] lr: 2.000e-02, eta: 2 days, 15:15:08, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.4399, loss: 2.4399, grad_norm: 3.8281 2020-07-25 10:16:03,008 - mmaction - INFO - Epoch [10][3060/3757] lr: 2.000e-02, eta: 2 days, 15:14:59, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3452, loss: 2.3452, grad_norm: 3.8242 2020-07-25 10:16:15,779 - mmaction - INFO - Epoch [10][3080/3757] lr: 2.000e-02, eta: 2 days, 15:14:39, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7063, loss_cls: 2.4610, loss: 2.4610, grad_norm: 3.8142 2020-07-25 10:16:28,494 - mmaction - INFO - Epoch [10][3100/3757] lr: 2.000e-02, eta: 2 days, 15:14:19, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3695, loss: 2.3695, grad_norm: 3.8873 2020-07-25 10:16:41,878 - mmaction - INFO - Epoch [10][3120/3757] lr: 2.000e-02, eta: 2 days, 15:14:05, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4713, loss: 2.4713, grad_norm: 3.7996 2020-07-25 10:16:55,148 - mmaction - INFO - Epoch [10][3140/3757] lr: 2.000e-02, eta: 2 days, 15:13:50, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.4476, loss: 2.4476, grad_norm: 4.1072 2020-07-25 10:17:07,834 - mmaction - INFO - Epoch [10][3160/3757] lr: 2.000e-02, eta: 2 days, 15:13:29, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4323, loss: 2.4323, grad_norm: 3.8285 2020-07-25 10:17:20,334 - mmaction - INFO - Epoch [10][3180/3757] lr: 2.000e-02, eta: 2 days, 15:13:08, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.4243, loss: 2.4243, grad_norm: 3.9555 2020-07-25 10:17:33,417 - mmaction - INFO - Epoch [10][3200/3757] lr: 2.000e-02, eta: 2 days, 15:12:51, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4476, loss: 2.4476, grad_norm: 3.8994 2020-07-25 10:17:47,294 - mmaction - INFO - Epoch [10][3220/3757] lr: 2.000e-02, eta: 2 days, 15:12:42, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6977, loss_cls: 2.4804, loss: 2.4804, grad_norm: 3.7728 2020-07-25 10:18:00,100 - mmaction - INFO - Epoch [10][3240/3757] lr: 2.000e-02, eta: 2 days, 15:12:23, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.4471, loss: 2.4471, grad_norm: 3.9018 2020-07-25 10:18:13,154 - mmaction - INFO - Epoch [10][3260/3757] lr: 2.000e-02, eta: 2 days, 15:12:06, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4053, loss: 2.4053, grad_norm: 3.8486 2020-07-25 10:18:26,767 - mmaction - INFO - Epoch [10][3280/3757] lr: 2.000e-02, eta: 2 days, 15:11:53, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6867, loss_cls: 2.5353, loss: 2.5353, grad_norm: 3.8041 2020-07-25 10:18:39,297 - mmaction - INFO - Epoch [10][3300/3757] lr: 2.000e-02, eta: 2 days, 15:11:32, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.5524, loss: 2.5524, grad_norm: 3.8525 2020-07-25 10:18:52,508 - mmaction - INFO - Epoch [10][3320/3757] lr: 2.000e-02, eta: 2 days, 15:11:16, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6883, loss_cls: 2.4504, loss: 2.4504, grad_norm: 3.7907 2020-07-25 10:19:06,000 - mmaction - INFO - Epoch [10][3340/3757] lr: 2.000e-02, eta: 2 days, 15:11:04, time: 0.680, data_time: 0.009, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3772, loss: 2.3772, grad_norm: 3.7206 2020-07-25 10:19:20,009 - mmaction - INFO - Epoch [10][3360/3757] lr: 2.000e-02, eta: 2 days, 15:10:54, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7227, loss_cls: 2.3467, loss: 2.3467, grad_norm: 3.8039 2020-07-25 10:19:33,273 - mmaction - INFO - Epoch [10][3380/3757] lr: 2.000e-02, eta: 2 days, 15:10:40, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.4023, loss: 2.4023, grad_norm: 3.9909 2020-07-25 10:19:46,929 - mmaction - INFO - Epoch [10][3400/3757] lr: 2.000e-02, eta: 2 days, 15:10:28, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6992, loss_cls: 2.4120, loss: 2.4120, grad_norm: 4.0349 2020-07-25 10:19:59,572 - mmaction - INFO - Epoch [10][3420/3757] lr: 2.000e-02, eta: 2 days, 15:10:08, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6984, loss_cls: 2.4636, loss: 2.4636, grad_norm: 3.8286 2020-07-25 10:20:12,912 - mmaction - INFO - Epoch [10][3440/3757] lr: 2.000e-02, eta: 2 days, 15:09:54, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4135, loss: 2.4135, grad_norm: 3.7334 2020-07-25 10:20:25,607 - mmaction - INFO - Epoch [10][3460/3757] lr: 2.000e-02, eta: 2 days, 15:09:34, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7086, loss_cls: 2.4706, loss: 2.4706, grad_norm: 3.8692 2020-07-25 10:20:39,169 - mmaction - INFO - Epoch [10][3480/3757] lr: 2.000e-02, eta: 2 days, 15:09:21, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.4452, loss: 2.4452, grad_norm: 3.7708 2020-07-25 10:20:51,844 - mmaction - INFO - Epoch [10][3500/3757] lr: 2.000e-02, eta: 2 days, 15:09:01, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3430, loss: 2.3430, grad_norm: 3.8707 2020-07-25 10:21:05,196 - mmaction - INFO - Epoch [10][3520/3757] lr: 2.000e-02, eta: 2 days, 15:08:46, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3824, loss: 2.3824, grad_norm: 3.9182 2020-07-25 10:21:18,789 - mmaction - INFO - Epoch [10][3540/3757] lr: 2.000e-02, eta: 2 days, 15:08:35, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.8383 2020-07-25 10:21:32,351 - mmaction - INFO - Epoch [10][3560/3757] lr: 2.000e-02, eta: 2 days, 15:08:23, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.5056, loss: 2.5056, grad_norm: 3.9453 2020-07-25 10:21:45,814 - mmaction - INFO - Epoch [10][3580/3757] lr: 2.000e-02, eta: 2 days, 15:08:09, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.4589, loss: 2.4589, grad_norm: 4.0156 2020-07-25 10:21:58,553 - mmaction - INFO - Epoch [10][3600/3757] lr: 2.000e-02, eta: 2 days, 15:07:49, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4250, top5_acc: 0.6867, loss_cls: 2.5205, loss: 2.5205, grad_norm: 3.9620 2020-07-25 10:22:11,171 - mmaction - INFO - Epoch [10][3620/3757] lr: 2.000e-02, eta: 2 days, 15:07:29, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.4360, loss: 2.4360, grad_norm: 3.9757 2020-07-25 10:22:24,048 - mmaction - INFO - Epoch [10][3640/3757] lr: 2.000e-02, eta: 2 days, 15:07:10, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.8972 2020-07-25 10:22:37,387 - mmaction - INFO - Epoch [10][3660/3757] lr: 2.000e-02, eta: 2 days, 15:06:56, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4885, loss: 2.4885, grad_norm: 3.7974 2020-07-25 10:22:50,972 - mmaction - INFO - Epoch [10][3680/3757] lr: 2.000e-02, eta: 2 days, 15:06:43, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3975, loss: 2.3975, grad_norm: 3.8168 2020-07-25 10:23:04,340 - mmaction - INFO - Epoch [10][3700/3757] lr: 2.000e-02, eta: 2 days, 15:06:30, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.8906 2020-07-25 10:23:17,123 - mmaction - INFO - Epoch [10][3720/3757] lr: 2.000e-02, eta: 2 days, 15:06:09, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5102, loss: 2.5102, grad_norm: 3.9359 2020-07-25 10:23:29,641 - mmaction - INFO - Epoch [10][3740/3757] lr: 2.000e-02, eta: 2 days, 15:05:49, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.4320, top5_acc: 0.7008, loss_cls: 2.4698, loss: 2.4698, grad_norm: 4.0749 2020-07-25 10:23:40,908 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-25 10:24:07,488 - mmaction - INFO - Epoch [11][20/3757] lr: 2.000e-02, eta: 2 days, 15:05:30, time: 1.274, data_time: 0.618, memory: 7079, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5046, loss: 2.5046, grad_norm: 4.0740 2020-07-25 10:24:20,190 - mmaction - INFO - Epoch [11][40/3757] lr: 2.000e-02, eta: 2 days, 15:05:10, time: 0.635, data_time: 0.002, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.3479, loss: 2.3479, grad_norm: 3.8273 2020-07-25 10:24:33,576 - mmaction - INFO - Epoch [11][60/3757] lr: 2.000e-02, eta: 2 days, 15:04:55, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.3773, loss: 2.3773, grad_norm: 3.9492 2020-07-25 10:24:47,246 - mmaction - INFO - Epoch [11][80/3757] lr: 2.000e-02, eta: 2 days, 15:04:45, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.3898, loss: 2.3898, grad_norm: 3.9531 2020-07-25 10:25:00,992 - mmaction - INFO - Epoch [11][100/3757] lr: 2.000e-02, eta: 2 days, 15:04:33, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4225, loss: 2.4225, grad_norm: 3.8966 2020-07-25 10:25:13,580 - mmaction - INFO - Epoch [11][120/3757] lr: 2.000e-02, eta: 2 days, 15:04:13, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.4393, loss: 2.4393, grad_norm: 3.9248 2020-07-25 10:25:26,488 - mmaction - INFO - Epoch [11][140/3757] lr: 2.000e-02, eta: 2 days, 15:03:55, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3514, loss: 2.3514, grad_norm: 3.8857 2020-07-25 10:25:39,023 - mmaction - INFO - Epoch [11][160/3757] lr: 2.000e-02, eta: 2 days, 15:03:33, time: 0.627, data_time: 0.004, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3803, loss: 2.3803, grad_norm: 3.9583 2020-07-25 10:25:51,834 - mmaction - INFO - Epoch [11][180/3757] lr: 2.000e-02, eta: 2 days, 15:03:14, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.3776, loss: 2.3776, grad_norm: 4.0519 2020-07-25 10:26:04,775 - mmaction - INFO - Epoch [11][200/3757] lr: 2.000e-02, eta: 2 days, 15:02:56, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4109, loss: 2.4109, grad_norm: 3.8614 2020-07-25 10:26:18,271 - mmaction - INFO - Epoch [11][220/3757] lr: 2.000e-02, eta: 2 days, 15:02:43, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4788, loss: 2.4788, grad_norm: 3.7573 2020-07-25 10:26:30,927 - mmaction - INFO - Epoch [11][240/3757] lr: 2.000e-02, eta: 2 days, 15:02:23, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7016, loss_cls: 2.3962, loss: 2.3962, grad_norm: 4.0126 2020-07-25 10:26:43,812 - mmaction - INFO - Epoch [11][260/3757] lr: 2.000e-02, eta: 2 days, 15:02:04, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7172, loss_cls: 2.3769, loss: 2.3769, grad_norm: 3.8886 2020-07-25 10:26:56,392 - mmaction - INFO - Epoch [11][280/3757] lr: 2.000e-02, eta: 2 days, 15:01:44, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.8126 2020-07-25 10:27:11,233 - mmaction - INFO - Epoch [11][300/3757] lr: 2.000e-02, eta: 2 days, 15:01:43, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3928, loss: 2.3928, grad_norm: 4.0183 2020-07-25 10:27:23,583 - mmaction - INFO - Epoch [11][320/3757] lr: 2.000e-02, eta: 2 days, 15:01:20, time: 0.618, data_time: 0.003, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4100, loss: 2.4100, grad_norm: 4.1287 2020-07-25 10:27:36,672 - mmaction - INFO - Epoch [11][340/3757] lr: 2.000e-02, eta: 2 days, 15:01:03, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4628, loss: 2.4628, grad_norm: 3.9691 2020-07-25 10:27:50,951 - mmaction - INFO - Epoch [11][360/3757] lr: 2.000e-02, eta: 2 days, 15:00:57, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.3853, loss: 2.3853, grad_norm: 3.8107 2020-07-25 10:28:04,462 - mmaction - INFO - Epoch [11][380/3757] lr: 2.000e-02, eta: 2 days, 15:00:44, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4280, loss: 2.4280, grad_norm: 4.0006 2020-07-25 10:28:17,647 - mmaction - INFO - Epoch [11][400/3757] lr: 2.000e-02, eta: 2 days, 15:00:29, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7117, loss_cls: 2.4138, loss: 2.4138, grad_norm: 3.8845 2020-07-25 10:28:30,441 - mmaction - INFO - Epoch [11][420/3757] lr: 2.000e-02, eta: 2 days, 15:00:09, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3797, loss: 2.3797, grad_norm: 3.9405 2020-07-25 10:28:43,576 - mmaction - INFO - Epoch [11][440/3757] lr: 2.000e-02, eta: 2 days, 14:59:54, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7039, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.9390 2020-07-25 10:28:57,014 - mmaction - INFO - Epoch [11][460/3757] lr: 2.000e-02, eta: 2 days, 14:59:39, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.3792, loss: 2.3792, grad_norm: 3.9899 2020-07-25 10:29:09,726 - mmaction - INFO - Epoch [11][480/3757] lr: 2.000e-02, eta: 2 days, 14:59:21, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.8651 2020-07-25 10:29:23,347 - mmaction - INFO - Epoch [11][500/3757] lr: 2.000e-02, eta: 2 days, 14:59:09, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.3488, loss: 2.3488, grad_norm: 3.9669 2020-07-25 10:29:37,043 - mmaction - INFO - Epoch [11][520/3757] lr: 2.000e-02, eta: 2 days, 14:58:58, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4605, loss: 2.4605, grad_norm: 3.9038 2020-07-25 10:29:50,533 - mmaction - INFO - Epoch [11][540/3757] lr: 2.000e-02, eta: 2 days, 14:58:44, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6898, loss_cls: 2.5003, loss: 2.5003, grad_norm: 3.8876 2020-07-25 10:30:03,083 - mmaction - INFO - Epoch [11][560/3757] lr: 2.000e-02, eta: 2 days, 14:58:24, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6906, loss_cls: 2.4310, loss: 2.4310, grad_norm: 3.9846 2020-07-25 10:30:15,644 - mmaction - INFO - Epoch [11][580/3757] lr: 2.000e-02, eta: 2 days, 14:58:02, time: 0.629, data_time: 0.002, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.3824, loss: 2.3824, grad_norm: 3.8600 2020-07-25 10:30:28,803 - mmaction - INFO - Epoch [11][600/3757] lr: 2.000e-02, eta: 2 days, 14:57:46, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.4288, loss: 2.4288, grad_norm: 4.0029 2020-07-25 10:30:42,210 - mmaction - INFO - Epoch [11][620/3757] lr: 2.000e-02, eta: 2 days, 14:57:33, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3635, loss: 2.3635, grad_norm: 3.9167 2020-07-25 10:30:54,738 - mmaction - INFO - Epoch [11][640/3757] lr: 2.000e-02, eta: 2 days, 14:57:12, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7195, loss_cls: 2.3464, loss: 2.3464, grad_norm: 3.8830 2020-07-25 10:31:08,517 - mmaction - INFO - Epoch [11][660/3757] lr: 2.000e-02, eta: 2 days, 14:57:01, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4352, top5_acc: 0.7102, loss_cls: 2.3889, loss: 2.3889, grad_norm: 3.9301 2020-07-25 10:31:21,156 - mmaction - INFO - Epoch [11][680/3757] lr: 2.000e-02, eta: 2 days, 14:56:40, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.4059, loss: 2.4059, grad_norm: 4.0548 2020-07-25 10:31:33,924 - mmaction - INFO - Epoch [11][700/3757] lr: 2.000e-02, eta: 2 days, 14:56:21, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.4458, loss: 2.4458, grad_norm: 3.7151 2020-07-25 10:31:47,239 - mmaction - INFO - Epoch [11][720/3757] lr: 2.000e-02, eta: 2 days, 14:56:07, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3871, loss: 2.3871, grad_norm: 3.8517 2020-07-25 10:32:00,868 - mmaction - INFO - Epoch [11][740/3757] lr: 2.000e-02, eta: 2 days, 14:55:55, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7422, loss_cls: 2.2734, loss: 2.2734, grad_norm: 4.0672 2020-07-25 10:32:14,912 - mmaction - INFO - Epoch [11][760/3757] lr: 2.000e-02, eta: 2 days, 14:55:47, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4471, loss: 2.4471, grad_norm: 3.8021 2020-07-25 10:32:28,236 - mmaction - INFO - Epoch [11][780/3757] lr: 2.000e-02, eta: 2 days, 14:55:33, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6961, loss_cls: 2.4336, loss: 2.4336, grad_norm: 3.9766 2020-07-25 10:32:41,098 - mmaction - INFO - Epoch [11][800/3757] lr: 2.000e-02, eta: 2 days, 14:55:15, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7078, loss_cls: 2.3869, loss: 2.3869, grad_norm: 3.9688 2020-07-25 10:32:53,786 - mmaction - INFO - Epoch [11][820/3757] lr: 2.000e-02, eta: 2 days, 14:54:54, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4255, loss: 2.4255, grad_norm: 3.7838 2020-07-25 10:33:06,446 - mmaction - INFO - Epoch [11][840/3757] lr: 2.000e-02, eta: 2 days, 14:54:34, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.3768, loss: 2.3768, grad_norm: 3.9816 2020-07-25 10:33:19,952 - mmaction - INFO - Epoch [11][860/3757] lr: 2.000e-02, eta: 2 days, 14:54:22, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6945, loss_cls: 2.4184, loss: 2.4184, grad_norm: 3.8665 2020-07-25 10:33:32,647 - mmaction - INFO - Epoch [11][880/3757] lr: 2.000e-02, eta: 2 days, 14:54:02, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.4040, loss: 2.4040, grad_norm: 3.8928 2020-07-25 10:33:45,865 - mmaction - INFO - Epoch [11][900/3757] lr: 2.000e-02, eta: 2 days, 14:53:47, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2857, loss: 2.2857, grad_norm: 3.9036 2020-07-25 10:33:59,328 - mmaction - INFO - Epoch [11][920/3757] lr: 2.000e-02, eta: 2 days, 14:53:33, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.9128 2020-07-25 10:34:12,890 - mmaction - INFO - Epoch [11][940/3757] lr: 2.000e-02, eta: 2 days, 14:53:21, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3807, loss: 2.3807, grad_norm: 4.0491 2020-07-25 10:34:25,504 - mmaction - INFO - Epoch [11][960/3757] lr: 2.000e-02, eta: 2 days, 14:53:00, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6813, loss_cls: 2.4959, loss: 2.4959, grad_norm: 3.9350 2020-07-25 10:34:39,173 - mmaction - INFO - Epoch [11][980/3757] lr: 2.000e-02, eta: 2 days, 14:52:49, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6992, loss_cls: 2.4641, loss: 2.4641, grad_norm: 3.7955 2020-07-25 10:34:51,773 - mmaction - INFO - Epoch [11][1000/3757] lr: 2.000e-02, eta: 2 days, 14:52:28, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7063, loss_cls: 2.3867, loss: 2.3867, grad_norm: 3.8941 2020-07-25 10:35:05,571 - mmaction - INFO - Epoch [11][1020/3757] lr: 2.000e-02, eta: 2 days, 14:52:18, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7094, loss_cls: 2.3760, loss: 2.3760, grad_norm: 3.7381 2020-07-25 10:35:18,776 - mmaction - INFO - Epoch [11][1040/3757] lr: 2.000e-02, eta: 2 days, 14:52:03, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.4167, loss: 2.4167, grad_norm: 3.7836 2020-07-25 10:35:31,207 - mmaction - INFO - Epoch [11][1060/3757] lr: 2.000e-02, eta: 2 days, 14:51:41, time: 0.624, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4342, loss: 2.4342, grad_norm: 3.7053 2020-07-25 10:35:44,170 - mmaction - INFO - Epoch [11][1080/3757] lr: 2.000e-02, eta: 2 days, 14:51:23, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6937, loss_cls: 2.4500, loss: 2.4500, grad_norm: 3.8375 2020-07-25 10:35:56,967 - mmaction - INFO - Epoch [11][1100/3757] lr: 2.000e-02, eta: 2 days, 14:51:04, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6984, loss_cls: 2.4795, loss: 2.4795, grad_norm: 3.8735 2020-07-25 10:36:10,181 - mmaction - INFO - Epoch [11][1120/3757] lr: 2.000e-02, eta: 2 days, 14:50:48, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4742, loss: 2.4742, grad_norm: 3.7960 2020-07-25 10:36:22,848 - mmaction - INFO - Epoch [11][1140/3757] lr: 2.000e-02, eta: 2 days, 14:50:29, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3656, loss: 2.3656, grad_norm: 3.8663 2020-07-25 10:36:36,275 - mmaction - INFO - Epoch [11][1160/3757] lr: 2.000e-02, eta: 2 days, 14:50:15, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4086, loss: 2.4086, grad_norm: 3.8632 2020-07-25 10:36:49,711 - mmaction - INFO - Epoch [11][1180/3757] lr: 2.000e-02, eta: 2 days, 14:50:02, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3767, loss: 2.3767, grad_norm: 3.7330 2020-07-25 10:37:02,498 - mmaction - INFO - Epoch [11][1200/3757] lr: 2.000e-02, eta: 2 days, 14:49:42, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7125, loss_cls: 2.3369, loss: 2.3369, grad_norm: 3.9419 2020-07-25 10:37:15,073 - mmaction - INFO - Epoch [11][1220/3757] lr: 2.000e-02, eta: 2 days, 14:49:22, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4829, loss: 2.4829, grad_norm: 3.8063 2020-07-25 10:37:28,020 - mmaction - INFO - Epoch [11][1240/3757] lr: 2.000e-02, eta: 2 days, 14:49:04, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6852, loss_cls: 2.5095, loss: 2.5095, grad_norm: 3.9383 2020-07-25 10:37:42,043 - mmaction - INFO - Epoch [11][1260/3757] lr: 2.000e-02, eta: 2 days, 14:48:57, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.4310, loss: 2.4310, grad_norm: 3.8092 2020-07-25 10:37:55,028 - mmaction - INFO - Epoch [11][1280/3757] lr: 2.000e-02, eta: 2 days, 14:48:39, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.7518 2020-07-25 10:38:07,637 - mmaction - INFO - Epoch [11][1300/3757] lr: 2.000e-02, eta: 2 days, 14:48:19, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4028, loss: 2.4028, grad_norm: 3.7920 2020-07-25 10:38:20,583 - mmaction - INFO - Epoch [11][1320/3757] lr: 2.000e-02, eta: 2 days, 14:48:01, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3623, loss: 2.3623, grad_norm: 3.9060 2020-07-25 10:38:34,903 - mmaction - INFO - Epoch [11][1340/3757] lr: 2.000e-02, eta: 2 days, 14:47:56, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3415, loss: 2.3415, grad_norm: 3.9631 2020-07-25 10:38:47,374 - mmaction - INFO - Epoch [11][1360/3757] lr: 2.000e-02, eta: 2 days, 14:47:34, time: 0.622, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6930, loss_cls: 2.4146, loss: 2.4146, grad_norm: 3.8451 2020-07-25 10:39:00,839 - mmaction - INFO - Epoch [11][1380/3757] lr: 2.000e-02, eta: 2 days, 14:47:21, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5566, loss: 2.5566, grad_norm: 3.8897 2020-07-25 10:39:13,808 - mmaction - INFO - Epoch [11][1400/3757] lr: 2.000e-02, eta: 2 days, 14:47:03, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4325, loss: 2.4325, grad_norm: 3.9713 2020-07-25 10:39:28,368 - mmaction - INFO - Epoch [11][1420/3757] lr: 2.000e-02, eta: 2 days, 14:47:00, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6852, loss_cls: 2.4859, loss: 2.4859, grad_norm: 3.7747 2020-07-25 10:39:40,860 - mmaction - INFO - Epoch [11][1440/3757] lr: 2.000e-02, eta: 2 days, 14:46:38, time: 0.624, data_time: 0.002, memory: 7079, top1_acc: 0.4242, top5_acc: 0.7000, loss_cls: 2.4128, loss: 2.4128, grad_norm: 3.9592 2020-07-25 10:39:53,666 - mmaction - INFO - Epoch [11][1460/3757] lr: 2.000e-02, eta: 2 days, 14:46:19, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4007, loss: 2.4007, grad_norm: 3.8846 2020-07-25 10:40:07,111 - mmaction - INFO - Epoch [11][1480/3757] lr: 2.000e-02, eta: 2 days, 14:46:06, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.3602, loss: 2.3602, grad_norm: 3.8547 2020-07-25 10:40:19,870 - mmaction - INFO - Epoch [11][1500/3757] lr: 2.000e-02, eta: 2 days, 14:45:47, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7094, loss_cls: 2.3540, loss: 2.3540, grad_norm: 3.9204 2020-07-25 10:40:32,781 - mmaction - INFO - Epoch [11][1520/3757] lr: 2.000e-02, eta: 2 days, 14:45:29, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6914, loss_cls: 2.3846, loss: 2.3846, grad_norm: 3.8358 2020-07-25 10:40:45,725 - mmaction - INFO - Epoch [11][1540/3757] lr: 2.000e-02, eta: 2 days, 14:45:11, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.4335, loss: 2.4335, grad_norm: 3.8371 2020-07-25 10:40:59,154 - mmaction - INFO - Epoch [11][1560/3757] lr: 2.000e-02, eta: 2 days, 14:44:58, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3952, loss: 2.3952, grad_norm: 3.9493 2020-07-25 10:41:11,994 - mmaction - INFO - Epoch [11][1580/3757] lr: 2.000e-02, eta: 2 days, 14:44:40, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4168, loss: 2.4168, grad_norm: 3.8598 2020-07-25 10:41:24,716 - mmaction - INFO - Epoch [11][1600/3757] lr: 2.000e-02, eta: 2 days, 14:44:20, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.8641 2020-07-25 10:41:37,892 - mmaction - INFO - Epoch [11][1620/3757] lr: 2.000e-02, eta: 2 days, 14:44:04, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7172, loss_cls: 2.3669, loss: 2.3669, grad_norm: 3.9952 2020-07-25 10:41:50,560 - mmaction - INFO - Epoch [11][1640/3757] lr: 2.000e-02, eta: 2 days, 14:43:45, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4597, loss: 2.4597, grad_norm: 3.9016 2020-07-25 10:42:03,254 - mmaction - INFO - Epoch [11][1660/3757] lr: 2.000e-02, eta: 2 days, 14:43:25, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5674, loss: 2.5674, grad_norm: 3.7536 2020-07-25 10:42:16,743 - mmaction - INFO - Epoch [11][1680/3757] lr: 2.000e-02, eta: 2 days, 14:43:13, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6984, loss_cls: 2.4632, loss: 2.4632, grad_norm: 3.8701 2020-07-25 10:42:29,490 - mmaction - INFO - Epoch [11][1700/3757] lr: 2.000e-02, eta: 2 days, 14:42:53, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7047, loss_cls: 2.4571, loss: 2.4571, grad_norm: 3.7868 2020-07-25 10:42:42,240 - mmaction - INFO - Epoch [11][1720/3757] lr: 2.000e-02, eta: 2 days, 14:42:34, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3696, loss: 2.3696, grad_norm: 3.8670 2020-07-25 10:42:55,538 - mmaction - INFO - Epoch [11][1740/3757] lr: 2.000e-02, eta: 2 days, 14:42:19, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6969, loss_cls: 2.4714, loss: 2.4714, grad_norm: 3.9357 2020-07-25 10:43:08,767 - mmaction - INFO - Epoch [11][1760/3757] lr: 2.000e-02, eta: 2 days, 14:42:05, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5377, loss: 2.5377, grad_norm: 3.8982 2020-07-25 10:43:21,421 - mmaction - INFO - Epoch [11][1780/3757] lr: 2.000e-02, eta: 2 days, 14:41:44, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.9136 2020-07-25 10:43:35,847 - mmaction - INFO - Epoch [11][1800/3757] lr: 2.000e-02, eta: 2 days, 14:41:40, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.3785, loss: 2.3785, grad_norm: 3.8829 2020-07-25 10:43:48,372 - mmaction - INFO - Epoch [11][1820/3757] lr: 2.000e-02, eta: 2 days, 14:41:19, time: 0.627, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.8548 2020-07-25 10:44:01,195 - mmaction - INFO - Epoch [11][1840/3757] lr: 2.000e-02, eta: 2 days, 14:41:00, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.8649 2020-07-25 10:44:14,907 - mmaction - INFO - Epoch [11][1860/3757] lr: 2.000e-02, eta: 2 days, 14:40:49, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.9290 2020-07-25 10:44:29,277 - mmaction - INFO - Epoch [11][1880/3757] lr: 2.000e-02, eta: 2 days, 14:40:44, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4038, loss: 2.4038, grad_norm: 3.8479 2020-07-25 10:44:42,340 - mmaction - INFO - Epoch [11][1900/3757] lr: 2.000e-02, eta: 2 days, 14:40:27, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4216, loss: 2.4216, grad_norm: 3.9149 2020-07-25 10:44:56,509 - mmaction - INFO - Epoch [11][1920/3757] lr: 2.000e-02, eta: 2 days, 14:40:21, time: 0.712, data_time: 0.009, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7180, loss_cls: 2.3999, loss: 2.3999, grad_norm: 3.9149 2020-07-25 10:45:09,586 - mmaction - INFO - Epoch [11][1940/3757] lr: 2.000e-02, eta: 2 days, 14:40:04, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.6984, loss_cls: 2.3853, loss: 2.3853, grad_norm: 3.9129 2020-07-25 10:45:22,139 - mmaction - INFO - Epoch [11][1960/3757] lr: 2.000e-02, eta: 2 days, 14:39:43, time: 0.627, data_time: 0.004, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6969, loss_cls: 2.3681, loss: 2.3681, grad_norm: 3.8790 2020-07-25 10:45:34,771 - mmaction - INFO - Epoch [11][1980/3757] lr: 2.000e-02, eta: 2 days, 14:39:23, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.9310 2020-07-25 10:45:47,616 - mmaction - INFO - Epoch [11][2000/3757] lr: 2.000e-02, eta: 2 days, 14:39:05, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3877, loss: 2.3877, grad_norm: 3.8844 2020-07-25 10:46:00,545 - mmaction - INFO - Epoch [11][2020/3757] lr: 2.000e-02, eta: 2 days, 14:38:47, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7023, loss_cls: 2.4402, loss: 2.4402, grad_norm: 3.9776 2020-07-25 10:46:13,720 - mmaction - INFO - Epoch [11][2040/3757] lr: 2.000e-02, eta: 2 days, 14:38:32, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.4669, loss: 2.4669, grad_norm: 4.0786 2020-07-25 10:46:26,625 - mmaction - INFO - Epoch [11][2060/3757] lr: 2.000e-02, eta: 2 days, 14:38:14, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7055, loss_cls: 2.4831, loss: 2.4831, grad_norm: 3.9927 2020-07-25 10:46:39,826 - mmaction - INFO - Epoch [11][2080/3757] lr: 2.000e-02, eta: 2 days, 14:37:59, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6984, loss_cls: 2.4373, loss: 2.4373, grad_norm: 3.8817 2020-07-25 10:46:53,110 - mmaction - INFO - Epoch [11][2100/3757] lr: 2.000e-02, eta: 2 days, 14:37:44, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4631, loss: 2.4631, grad_norm: 3.8655 2020-07-25 10:47:05,810 - mmaction - INFO - Epoch [11][2120/3757] lr: 2.000e-02, eta: 2 days, 14:37:25, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.8642 2020-07-25 10:47:18,714 - mmaction - INFO - Epoch [11][2140/3757] lr: 2.000e-02, eta: 2 days, 14:37:06, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.4596, loss: 2.4596, grad_norm: 3.8664 2020-07-25 10:47:32,073 - mmaction - INFO - Epoch [11][2160/3757] lr: 2.000e-02, eta: 2 days, 14:36:53, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.7769 2020-07-25 10:47:45,255 - mmaction - INFO - Epoch [11][2180/3757] lr: 2.000e-02, eta: 2 days, 14:36:37, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.4814, loss: 2.4814, grad_norm: 3.8564 2020-07-25 10:47:58,607 - mmaction - INFO - Epoch [11][2200/3757] lr: 2.000e-02, eta: 2 days, 14:36:24, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3819, loss: 2.3819, grad_norm: 3.8147 2020-07-25 10:48:11,279 - mmaction - INFO - Epoch [11][2220/3757] lr: 2.000e-02, eta: 2 days, 14:36:03, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7281, loss_cls: 2.3337, loss: 2.3337, grad_norm: 3.8038 2020-07-25 10:48:24,551 - mmaction - INFO - Epoch [11][2240/3757] lr: 2.000e-02, eta: 2 days, 14:35:49, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7180, loss_cls: 2.3621, loss: 2.3621, grad_norm: 3.8164 2020-07-25 10:48:37,183 - mmaction - INFO - Epoch [11][2260/3757] lr: 2.000e-02, eta: 2 days, 14:35:28, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7078, loss_cls: 2.4814, loss: 2.4814, grad_norm: 3.8272 2020-07-25 10:48:50,791 - mmaction - INFO - Epoch [11][2280/3757] lr: 2.000e-02, eta: 2 days, 14:35:17, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7070, loss_cls: 2.4027, loss: 2.4027, grad_norm: 3.8343 2020-07-25 10:49:03,551 - mmaction - INFO - Epoch [11][2300/3757] lr: 2.000e-02, eta: 2 days, 14:34:58, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3418, loss: 2.3418, grad_norm: 3.9375 2020-07-25 10:49:17,069 - mmaction - INFO - Epoch [11][2320/3757] lr: 2.000e-02, eta: 2 days, 14:34:46, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7180, loss_cls: 2.3959, loss: 2.3959, grad_norm: 3.9473 2020-07-25 10:49:30,017 - mmaction - INFO - Epoch [11][2340/3757] lr: 2.000e-02, eta: 2 days, 14:34:28, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5610, loss: 2.5610, grad_norm: 3.8419 2020-07-25 10:49:43,556 - mmaction - INFO - Epoch [11][2360/3757] lr: 2.000e-02, eta: 2 days, 14:34:16, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.3596, loss: 2.3596, grad_norm: 3.8104 2020-07-25 10:49:57,183 - mmaction - INFO - Epoch [11][2380/3757] lr: 2.000e-02, eta: 2 days, 14:34:04, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7070, loss_cls: 2.4020, loss: 2.4020, grad_norm: 3.8361 2020-07-25 10:50:10,281 - mmaction - INFO - Epoch [11][2400/3757] lr: 2.000e-02, eta: 2 days, 14:33:48, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.6937, loss_cls: 2.3633, loss: 2.3633, grad_norm: 3.9455 2020-07-25 10:50:23,718 - mmaction - INFO - Epoch [11][2420/3757] lr: 2.000e-02, eta: 2 days, 14:33:34, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.4026, loss: 2.4026, grad_norm: 3.9205 2020-07-25 10:50:37,874 - mmaction - INFO - Epoch [11][2440/3757] lr: 2.000e-02, eta: 2 days, 14:33:28, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4336, loss: 2.4336, grad_norm: 3.8972 2020-07-25 10:50:50,398 - mmaction - INFO - Epoch [11][2460/3757] lr: 2.000e-02, eta: 2 days, 14:33:06, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7008, loss_cls: 2.3516, loss: 2.3516, grad_norm: 3.7543 2020-07-25 10:51:04,272 - mmaction - INFO - Epoch [11][2480/3757] lr: 2.000e-02, eta: 2 days, 14:32:57, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7188, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.9256 2020-07-25 10:51:16,803 - mmaction - INFO - Epoch [11][2500/3757] lr: 2.000e-02, eta: 2 days, 14:32:36, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6766, loss_cls: 2.5484, loss: 2.5484, grad_norm: 3.7402 2020-07-25 10:51:30,424 - mmaction - INFO - Epoch [11][2520/3757] lr: 2.000e-02, eta: 2 days, 14:32:25, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3639, loss: 2.3639, grad_norm: 3.8533 2020-07-25 10:51:43,419 - mmaction - INFO - Epoch [11][2540/3757] lr: 2.000e-02, eta: 2 days, 14:32:08, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.3823, loss: 2.3823, grad_norm: 3.8922 2020-07-25 10:51:56,809 - mmaction - INFO - Epoch [11][2560/3757] lr: 2.000e-02, eta: 2 days, 14:31:54, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4413, loss: 2.4413, grad_norm: 3.8604 2020-07-25 10:52:09,490 - mmaction - INFO - Epoch [11][2580/3757] lr: 2.000e-02, eta: 2 days, 14:31:35, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.4212, loss: 2.4212, grad_norm: 3.9350 2020-07-25 10:52:22,107 - mmaction - INFO - Epoch [11][2600/3757] lr: 2.000e-02, eta: 2 days, 14:31:14, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4230, loss: 2.4230, grad_norm: 3.9181 2020-07-25 10:52:35,668 - mmaction - INFO - Epoch [11][2620/3757] lr: 2.000e-02, eta: 2 days, 14:31:02, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6750, loss_cls: 2.4620, loss: 2.4620, grad_norm: 4.0014 2020-07-25 10:52:48,683 - mmaction - INFO - Epoch [11][2640/3757] lr: 2.000e-02, eta: 2 days, 14:30:45, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3817, loss: 2.3817, grad_norm: 3.8683 2020-07-25 10:53:02,651 - mmaction - INFO - Epoch [11][2660/3757] lr: 2.000e-02, eta: 2 days, 14:30:36, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4173, loss: 2.4173, grad_norm: 3.8369 2020-07-25 10:53:15,789 - mmaction - INFO - Epoch [11][2680/3757] lr: 2.000e-02, eta: 2 days, 14:30:21, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.3527, loss: 2.3527, grad_norm: 3.8925 2020-07-25 10:53:30,254 - mmaction - INFO - Epoch [11][2700/3757] lr: 2.000e-02, eta: 2 days, 14:30:16, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7078, loss_cls: 2.3597, loss: 2.3597, grad_norm: 3.6773 2020-07-25 10:53:42,662 - mmaction - INFO - Epoch [11][2720/3757] lr: 2.000e-02, eta: 2 days, 14:29:54, time: 0.622, data_time: 0.008, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6984, loss_cls: 2.4310, loss: 2.4310, grad_norm: 4.0832 2020-07-25 10:53:55,590 - mmaction - INFO - Epoch [11][2740/3757] lr: 2.000e-02, eta: 2 days, 14:29:37, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2984, loss: 2.2984, grad_norm: 4.0250 2020-07-25 10:54:08,301 - mmaction - INFO - Epoch [11][2760/3757] lr: 2.000e-02, eta: 2 days, 14:29:18, time: 0.635, data_time: 0.003, memory: 7079, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.5067, loss: 2.5067, grad_norm: 3.7660 2020-07-25 10:54:21,193 - mmaction - INFO - Epoch [11][2780/3757] lr: 2.000e-02, eta: 2 days, 14:29:00, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6961, loss_cls: 2.4429, loss: 2.4429, grad_norm: 3.8353 2020-07-25 10:54:34,835 - mmaction - INFO - Epoch [11][2800/3757] lr: 2.000e-02, eta: 2 days, 14:28:48, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7242, loss_cls: 2.3391, loss: 2.3391, grad_norm: 3.7921 2020-07-25 10:54:47,571 - mmaction - INFO - Epoch [11][2820/3757] lr: 2.000e-02, eta: 2 days, 14:28:29, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.5164, loss: 2.5164, grad_norm: 3.7991 2020-07-25 10:55:00,520 - mmaction - INFO - Epoch [11][2840/3757] lr: 2.000e-02, eta: 2 days, 14:28:12, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.5121, loss: 2.5121, grad_norm: 3.6588 2020-07-25 10:55:13,227 - mmaction - INFO - Epoch [11][2860/3757] lr: 2.000e-02, eta: 2 days, 14:27:52, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.6883, loss_cls: 2.4581, loss: 2.4581, grad_norm: 3.8250 2020-07-25 10:55:26,472 - mmaction - INFO - Epoch [11][2880/3757] lr: 2.000e-02, eta: 2 days, 14:27:38, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3084, loss: 2.3084, grad_norm: 3.7705 2020-07-25 10:55:39,649 - mmaction - INFO - Epoch [11][2900/3757] lr: 2.000e-02, eta: 2 days, 14:27:23, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4346, loss: 2.4346, grad_norm: 3.9361 2020-07-25 10:55:52,646 - mmaction - INFO - Epoch [11][2920/3757] lr: 2.000e-02, eta: 2 days, 14:27:06, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7008, loss_cls: 2.4310, loss: 2.4310, grad_norm: 3.9170 2020-07-25 10:56:05,771 - mmaction - INFO - Epoch [11][2940/3757] lr: 2.000e-02, eta: 2 days, 14:26:49, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.3987, loss: 2.3987, grad_norm: 3.7618 2020-07-25 10:56:19,686 - mmaction - INFO - Epoch [11][2960/3757] lr: 2.000e-02, eta: 2 days, 14:26:41, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.4775, loss: 2.4775, grad_norm: 3.9142 2020-07-25 10:56:32,910 - mmaction - INFO - Epoch [11][2980/3757] lr: 2.000e-02, eta: 2 days, 14:26:25, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7125, loss_cls: 2.4043, loss: 2.4043, grad_norm: 3.9002 2020-07-25 10:56:45,551 - mmaction - INFO - Epoch [11][3000/3757] lr: 2.000e-02, eta: 2 days, 14:26:06, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.8986 2020-07-25 10:56:59,435 - mmaction - INFO - Epoch [11][3020/3757] lr: 2.000e-02, eta: 2 days, 14:25:56, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.4048, loss: 2.4048, grad_norm: 3.8789 2020-07-25 10:57:13,032 - mmaction - INFO - Epoch [11][3040/3757] lr: 2.000e-02, eta: 2 days, 14:25:44, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3749, loss: 2.3749, grad_norm: 3.7837 2020-07-25 10:57:26,229 - mmaction - INFO - Epoch [11][3060/3757] lr: 2.000e-02, eta: 2 days, 14:25:29, time: 0.659, data_time: 0.001, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7070, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.9366 2020-07-25 10:57:39,041 - mmaction - INFO - Epoch [11][3080/3757] lr: 2.000e-02, eta: 2 days, 14:25:11, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4113, loss: 2.4113, grad_norm: 3.8269 2020-07-25 10:57:52,960 - mmaction - INFO - Epoch [11][3100/3757] lr: 2.000e-02, eta: 2 days, 14:25:01, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.3890, loss: 2.3890, grad_norm: 4.1199 2020-07-25 10:58:06,171 - mmaction - INFO - Epoch [11][3120/3757] lr: 2.000e-02, eta: 2 days, 14:24:47, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.4609, top5_acc: 0.6813, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.9783 2020-07-25 10:58:19,349 - mmaction - INFO - Epoch [11][3140/3757] lr: 2.000e-02, eta: 2 days, 14:24:31, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4499, loss: 2.4499, grad_norm: 3.8547 2020-07-25 10:58:32,029 - mmaction - INFO - Epoch [11][3160/3757] lr: 2.000e-02, eta: 2 days, 14:24:12, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7109, loss_cls: 2.4057, loss: 2.4057, grad_norm: 3.9707 2020-07-25 10:58:45,088 - mmaction - INFO - Epoch [11][3180/3757] lr: 2.000e-02, eta: 2 days, 14:23:55, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.3801, loss: 2.3801, grad_norm: 3.9536 2020-07-25 10:58:58,536 - mmaction - INFO - Epoch [11][3200/3757] lr: 2.000e-02, eta: 2 days, 14:23:42, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3544, loss: 2.3544, grad_norm: 3.8805 2020-07-25 10:59:11,295 - mmaction - INFO - Epoch [11][3220/3757] lr: 2.000e-02, eta: 2 days, 14:23:23, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3976, loss: 2.3976, grad_norm: 3.7931 2020-07-25 10:59:24,041 - mmaction - INFO - Epoch [11][3240/3757] lr: 2.000e-02, eta: 2 days, 14:23:05, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7047, loss_cls: 2.4122, loss: 2.4122, grad_norm: 3.9496 2020-07-25 10:59:37,443 - mmaction - INFO - Epoch [11][3260/3757] lr: 2.000e-02, eta: 2 days, 14:22:51, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5442, loss: 2.5442, grad_norm: 3.9248 2020-07-25 10:59:51,030 - mmaction - INFO - Epoch [11][3280/3757] lr: 2.000e-02, eta: 2 days, 14:22:39, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6945, loss_cls: 2.4436, loss: 2.4436, grad_norm: 3.7942 2020-07-25 11:00:03,803 - mmaction - INFO - Epoch [11][3300/3757] lr: 2.000e-02, eta: 2 days, 14:22:20, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.4637, loss: 2.4637, grad_norm: 3.8707 2020-07-25 11:00:20,229 - mmaction - INFO - Epoch [11][3320/3757] lr: 2.000e-02, eta: 2 days, 14:22:29, time: 0.805, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.7834 2020-07-25 11:00:33,093 - mmaction - INFO - Epoch [11][3340/3757] lr: 2.000e-02, eta: 2 days, 14:22:13, time: 0.656, data_time: 0.036, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6867, loss_cls: 2.4218, loss: 2.4218, grad_norm: 3.8270 2020-07-25 11:00:45,986 - mmaction - INFO - Epoch [11][3360/3757] lr: 2.000e-02, eta: 2 days, 14:21:56, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4936, loss: 2.4936, grad_norm: 3.8316 2020-07-25 11:00:59,780 - mmaction - INFO - Epoch [11][3380/3757] lr: 2.000e-02, eta: 2 days, 14:21:45, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.3704, loss: 2.3704, grad_norm: 3.9125 2020-07-25 11:01:12,711 - mmaction - INFO - Epoch [11][3400/3757] lr: 2.000e-02, eta: 2 days, 14:21:28, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.4670, loss: 2.4670, grad_norm: 3.9581 2020-07-25 11:01:25,636 - mmaction - INFO - Epoch [11][3420/3757] lr: 2.000e-02, eta: 2 days, 14:21:11, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6977, loss_cls: 2.5256, loss: 2.5256, grad_norm: 4.0114 2020-07-25 11:01:38,264 - mmaction - INFO - Epoch [11][3440/3757] lr: 2.000e-02, eta: 2 days, 14:20:51, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.4188, loss: 2.4188, grad_norm: 3.8042 2020-07-25 11:01:52,185 - mmaction - INFO - Epoch [11][3460/3757] lr: 2.000e-02, eta: 2 days, 14:20:41, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4592, loss: 2.4592, grad_norm: 3.9551 2020-07-25 11:02:05,848 - mmaction - INFO - Epoch [11][3480/3757] lr: 2.000e-02, eta: 2 days, 14:20:31, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6750, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.9549 2020-07-25 11:02:19,234 - mmaction - INFO - Epoch [11][3500/3757] lr: 2.000e-02, eta: 2 days, 14:20:17, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7000, loss_cls: 2.4406, loss: 2.4406, grad_norm: 4.0185 2020-07-25 11:02:32,033 - mmaction - INFO - Epoch [11][3520/3757] lr: 2.000e-02, eta: 2 days, 14:19:58, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4379, loss: 2.4379, grad_norm: 3.9309 2020-07-25 11:02:44,954 - mmaction - INFO - Epoch [11][3540/3757] lr: 2.000e-02, eta: 2 days, 14:19:41, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.3739, loss: 2.3739, grad_norm: 3.8436 2020-07-25 11:02:57,884 - mmaction - INFO - Epoch [11][3560/3757] lr: 2.000e-02, eta: 2 days, 14:19:24, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4219, top5_acc: 0.6867, loss_cls: 2.4793, loss: 2.4793, grad_norm: 3.9372 2020-07-25 11:03:11,084 - mmaction - INFO - Epoch [11][3580/3757] lr: 2.000e-02, eta: 2 days, 14:19:08, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3294, loss: 2.3294, grad_norm: 3.8358 2020-07-25 11:03:23,718 - mmaction - INFO - Epoch [11][3600/3757] lr: 2.000e-02, eta: 2 days, 14:18:49, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6836, loss_cls: 2.5021, loss: 2.5021, grad_norm: 3.7903 2020-07-25 11:03:37,788 - mmaction - INFO - Epoch [11][3620/3757] lr: 2.000e-02, eta: 2 days, 14:18:41, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7133, loss_cls: 2.3652, loss: 2.3652, grad_norm: 3.8891 2020-07-25 11:03:51,113 - mmaction - INFO - Epoch [11][3640/3757] lr: 2.000e-02, eta: 2 days, 14:18:26, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3794, loss: 2.3794, grad_norm: 3.8880 2020-07-25 11:04:04,233 - mmaction - INFO - Epoch [11][3660/3757] lr: 2.000e-02, eta: 2 days, 14:18:11, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4258, top5_acc: 0.6875, loss_cls: 2.4909, loss: 2.4909, grad_norm: 3.8525 2020-07-25 11:04:17,348 - mmaction - INFO - Epoch [11][3680/3757] lr: 2.000e-02, eta: 2 days, 14:17:55, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.7532 2020-07-25 11:04:30,127 - mmaction - INFO - Epoch [11][3700/3757] lr: 2.000e-02, eta: 2 days, 14:17:37, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.3754, loss: 2.3754, grad_norm: 3.8356 2020-07-25 11:04:43,011 - mmaction - INFO - Epoch [11][3720/3757] lr: 2.000e-02, eta: 2 days, 14:17:18, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.7709 2020-07-25 11:04:56,089 - mmaction - INFO - Epoch [11][3740/3757] lr: 2.000e-02, eta: 2 days, 14:17:03, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2999, loss: 2.2999, grad_norm: 3.9755 2020-07-25 11:05:07,180 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-07-25 11:05:34,408 - mmaction - INFO - Epoch [12][20/3757] lr: 2.000e-02, eta: 2 days, 14:16:38, time: 1.241, data_time: 0.595, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3768, loss: 2.3768, grad_norm: 3.8840 2020-07-25 11:05:46,711 - mmaction - INFO - Epoch [12][40/3757] lr: 2.000e-02, eta: 2 days, 14:16:15, time: 0.612, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4304, loss: 2.4304, grad_norm: 4.0010 2020-07-25 11:05:59,064 - mmaction - INFO - Epoch [12][60/3757] lr: 2.000e-02, eta: 2 days, 14:15:54, time: 0.620, data_time: 0.010, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3878, loss: 2.3878, grad_norm: 3.8059 2020-07-25 11:06:11,332 - mmaction - INFO - Epoch [12][80/3757] lr: 2.000e-02, eta: 2 days, 14:15:31, time: 0.614, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3521, loss: 2.3521, grad_norm: 3.8880 2020-07-25 11:06:23,509 - mmaction - INFO - Epoch [12][100/3757] lr: 2.000e-02, eta: 2 days, 14:15:08, time: 0.609, data_time: 0.003, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.8063 2020-07-25 11:06:36,024 - mmaction - INFO - Epoch [12][120/3757] lr: 2.000e-02, eta: 2 days, 14:14:47, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.9668 2020-07-25 11:06:48,687 - mmaction - INFO - Epoch [12][140/3757] lr: 2.000e-02, eta: 2 days, 14:14:28, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.2540, loss: 2.2540, grad_norm: 3.8188 2020-07-25 11:07:01,407 - mmaction - INFO - Epoch [12][160/3757] lr: 2.000e-02, eta: 2 days, 14:14:08, time: 0.631, data_time: 0.003, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2919, loss: 2.2919, grad_norm: 3.8743 2020-07-25 11:07:15,927 - mmaction - INFO - Epoch [12][180/3757] lr: 2.000e-02, eta: 2 days, 14:14:04, time: 0.730, data_time: 0.008, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6805, loss_cls: 2.4730, loss: 2.4730, grad_norm: 3.9536 2020-07-25 11:07:28,807 - mmaction - INFO - Epoch [12][200/3757] lr: 2.000e-02, eta: 2 days, 14:13:47, time: 0.644, data_time: 0.002, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3743, loss: 2.3743, grad_norm: 3.7580 2020-07-25 11:07:41,933 - mmaction - INFO - Epoch [12][220/3757] lr: 2.000e-02, eta: 2 days, 14:13:31, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.2883, loss: 2.2883, grad_norm: 4.0140 2020-07-25 11:07:55,935 - mmaction - INFO - Epoch [12][240/3757] lr: 2.000e-02, eta: 2 days, 14:13:22, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.6805, loss_cls: 2.4268, loss: 2.4268, grad_norm: 3.8582 2020-07-25 11:08:09,226 - mmaction - INFO - Epoch [12][260/3757] lr: 2.000e-02, eta: 2 days, 14:13:08, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6945, loss_cls: 2.4330, loss: 2.4330, grad_norm: 3.8855 2020-07-25 11:08:23,284 - mmaction - INFO - Epoch [12][280/3757] lr: 2.000e-02, eta: 2 days, 14:12:59, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.8843 2020-07-25 11:08:36,520 - mmaction - INFO - Epoch [12][300/3757] lr: 2.000e-02, eta: 2 days, 14:12:45, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.8357 2020-07-25 11:08:50,243 - mmaction - INFO - Epoch [12][320/3757] lr: 2.000e-02, eta: 2 days, 14:12:34, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3523, loss: 2.3523, grad_norm: 3.8907 2020-07-25 11:09:02,987 - mmaction - INFO - Epoch [12][340/3757] lr: 2.000e-02, eta: 2 days, 14:12:15, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7211, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.8657 2020-07-25 11:09:15,596 - mmaction - INFO - Epoch [12][360/3757] lr: 2.000e-02, eta: 2 days, 14:11:55, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7203, loss_cls: 2.3324, loss: 2.3324, grad_norm: 3.8933 2020-07-25 11:09:29,071 - mmaction - INFO - Epoch [12][380/3757] lr: 2.000e-02, eta: 2 days, 14:11:42, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7078, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.8355 2020-07-25 11:09:42,001 - mmaction - INFO - Epoch [12][400/3757] lr: 2.000e-02, eta: 2 days, 14:11:25, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.4324, loss: 2.4324, grad_norm: 3.8272 2020-07-25 11:09:55,332 - mmaction - INFO - Epoch [12][420/3757] lr: 2.000e-02, eta: 2 days, 14:11:11, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6992, loss_cls: 2.4065, loss: 2.4065, grad_norm: 3.9648 2020-07-25 11:10:09,048 - mmaction - INFO - Epoch [12][440/3757] lr: 2.000e-02, eta: 2 days, 14:11:00, time: 0.689, data_time: 0.009, memory: 7079, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.4195, loss: 2.4195, grad_norm: 3.8244 2020-07-25 11:10:21,707 - mmaction - INFO - Epoch [12][460/3757] lr: 2.000e-02, eta: 2 days, 14:10:40, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7219, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.9311 2020-07-25 11:10:35,912 - mmaction - INFO - Epoch [12][480/3757] lr: 2.000e-02, eta: 2 days, 14:10:34, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3718, loss: 2.3718, grad_norm: 3.8369 2020-07-25 11:10:48,316 - mmaction - INFO - Epoch [12][500/3757] lr: 2.000e-02, eta: 2 days, 14:10:13, time: 0.620, data_time: 0.002, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.3871, loss: 2.3871, grad_norm: 3.8635 2020-07-25 11:11:01,000 - mmaction - INFO - Epoch [12][520/3757] lr: 2.000e-02, eta: 2 days, 14:09:53, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4487, loss: 2.4487, grad_norm: 3.8444 2020-07-25 11:11:14,170 - mmaction - INFO - Epoch [12][540/3757] lr: 2.000e-02, eta: 2 days, 14:09:38, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3540, loss: 2.3540, grad_norm: 3.8752 2020-07-25 11:11:28,088 - mmaction - INFO - Epoch [12][560/3757] lr: 2.000e-02, eta: 2 days, 14:09:29, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3885, loss: 2.3885, grad_norm: 3.7555 2020-07-25 11:11:40,785 - mmaction - INFO - Epoch [12][580/3757] lr: 2.000e-02, eta: 2 days, 14:09:10, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7086, loss_cls: 2.3747, loss: 2.3747, grad_norm: 3.9680 2020-07-25 11:11:54,291 - mmaction - INFO - Epoch [12][600/3757] lr: 2.000e-02, eta: 2 days, 14:08:57, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3700, loss: 2.3700, grad_norm: 3.8997 2020-07-25 11:12:07,443 - mmaction - INFO - Epoch [12][620/3757] lr: 2.000e-02, eta: 2 days, 14:08:42, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.9211 2020-07-25 11:12:20,636 - mmaction - INFO - Epoch [12][640/3757] lr: 2.000e-02, eta: 2 days, 14:08:27, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6875, loss_cls: 2.4320, loss: 2.4320, grad_norm: 3.7130 2020-07-25 11:12:33,482 - mmaction - INFO - Epoch [12][660/3757] lr: 2.000e-02, eta: 2 days, 14:08:08, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4454, loss: 2.4454, grad_norm: 3.7421 2020-07-25 11:12:46,730 - mmaction - INFO - Epoch [12][680/3757] lr: 2.000e-02, eta: 2 days, 14:07:54, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6953, loss_cls: 2.4109, loss: 2.4109, grad_norm: 3.9061 2020-07-25 11:13:00,293 - mmaction - INFO - Epoch [12][700/3757] lr: 2.000e-02, eta: 2 days, 14:07:42, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.7753 2020-07-25 11:13:12,944 - mmaction - INFO - Epoch [12][720/3757] lr: 2.000e-02, eta: 2 days, 14:07:22, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4065, loss: 2.4065, grad_norm: 3.8230 2020-07-25 11:13:25,581 - mmaction - INFO - Epoch [12][740/3757] lr: 2.000e-02, eta: 2 days, 14:07:03, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4187, loss: 2.4187, grad_norm: 3.7731 2020-07-25 11:13:38,887 - mmaction - INFO - Epoch [12][760/3757] lr: 2.000e-02, eta: 2 days, 14:06:49, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7063, loss_cls: 2.3904, loss: 2.3904, grad_norm: 3.8725 2020-07-25 11:13:52,439 - mmaction - INFO - Epoch [12][780/3757] lr: 2.000e-02, eta: 2 days, 14:06:36, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4552, loss: 2.4552, grad_norm: 3.9164 2020-07-25 11:14:05,052 - mmaction - INFO - Epoch [12][800/3757] lr: 2.000e-02, eta: 2 days, 14:06:17, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7070, loss_cls: 2.3846, loss: 2.3846, grad_norm: 3.8807 2020-07-25 11:14:17,946 - mmaction - INFO - Epoch [12][820/3757] lr: 2.000e-02, eta: 2 days, 14:05:59, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4340, loss: 2.4340, grad_norm: 4.0109 2020-07-25 11:14:30,988 - mmaction - INFO - Epoch [12][840/3757] lr: 2.000e-02, eta: 2 days, 14:05:43, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.3480, loss: 2.3480, grad_norm: 3.8014 2020-07-25 11:14:44,335 - mmaction - INFO - Epoch [12][860/3757] lr: 2.000e-02, eta: 2 days, 14:05:29, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2625, loss: 2.2625, grad_norm: 4.0435 2020-07-25 11:14:57,371 - mmaction - INFO - Epoch [12][880/3757] lr: 2.000e-02, eta: 2 days, 14:05:13, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7250, loss_cls: 2.3041, loss: 2.3041, grad_norm: 3.8112 2020-07-25 11:15:10,173 - mmaction - INFO - Epoch [12][900/3757] lr: 2.000e-02, eta: 2 days, 14:04:54, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4002, loss: 2.4002, grad_norm: 3.8123 2020-07-25 11:15:23,040 - mmaction - INFO - Epoch [12][920/3757] lr: 2.000e-02, eta: 2 days, 14:04:37, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3260, loss: 2.3260, grad_norm: 3.8675 2020-07-25 11:15:35,967 - mmaction - INFO - Epoch [12][940/3757] lr: 2.000e-02, eta: 2 days, 14:04:19, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5390, loss: 2.5390, grad_norm: 4.0308 2020-07-25 11:15:48,643 - mmaction - INFO - Epoch [12][960/3757] lr: 2.000e-02, eta: 2 days, 14:04:01, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6984, loss_cls: 2.4165, loss: 2.4165, grad_norm: 3.8279 2020-07-25 11:16:01,593 - mmaction - INFO - Epoch [12][980/3757] lr: 2.000e-02, eta: 2 days, 14:03:44, time: 0.647, data_time: 0.009, memory: 7079, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.3986, loss: 2.3986, grad_norm: 3.8049 2020-07-25 11:16:15,321 - mmaction - INFO - Epoch [12][1000/3757] lr: 2.000e-02, eta: 2 days, 14:03:33, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4802, loss: 2.4802, grad_norm: 3.7731 2020-07-25 11:16:28,893 - mmaction - INFO - Epoch [12][1020/3757] lr: 2.000e-02, eta: 2 days, 14:03:21, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.2432, loss: 2.2432, grad_norm: 3.8241 2020-07-25 11:16:41,576 - mmaction - INFO - Epoch [12][1040/3757] lr: 2.000e-02, eta: 2 days, 14:03:02, time: 0.635, data_time: 0.002, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.9154 2020-07-25 11:16:55,561 - mmaction - INFO - Epoch [12][1060/3757] lr: 2.000e-02, eta: 2 days, 14:02:53, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.4770, loss: 2.4770, grad_norm: 3.8729 2020-07-25 11:17:08,295 - mmaction - INFO - Epoch [12][1080/3757] lr: 2.000e-02, eta: 2 days, 14:02:34, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3749, loss: 2.3749, grad_norm: 3.7844 2020-07-25 11:17:22,701 - mmaction - INFO - Epoch [12][1100/3757] lr: 2.000e-02, eta: 2 days, 14:02:28, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3399, loss: 2.3399, grad_norm: 3.9454 2020-07-25 11:17:35,997 - mmaction - INFO - Epoch [12][1120/3757] lr: 2.000e-02, eta: 2 days, 14:02:15, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.9141 2020-07-25 11:17:49,075 - mmaction - INFO - Epoch [12][1140/3757] lr: 2.000e-02, eta: 2 days, 14:01:58, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3893, loss: 2.3893, grad_norm: 3.9141 2020-07-25 11:18:01,616 - mmaction - INFO - Epoch [12][1160/3757] lr: 2.000e-02, eta: 2 days, 14:01:38, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.3965, loss: 2.3965, grad_norm: 3.8223 2020-07-25 11:18:15,040 - mmaction - INFO - Epoch [12][1180/3757] lr: 2.000e-02, eta: 2 days, 14:01:25, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.3186, loss: 2.3186, grad_norm: 3.9234 2020-07-25 11:18:27,937 - mmaction - INFO - Epoch [12][1200/3757] lr: 2.000e-02, eta: 2 days, 14:01:08, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7102, loss_cls: 2.4137, loss: 2.4137, grad_norm: 3.9615 2020-07-25 11:18:42,088 - mmaction - INFO - Epoch [12][1220/3757] lr: 2.000e-02, eta: 2 days, 14:01:00, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6891, loss_cls: 2.4367, loss: 2.4367, grad_norm: 3.8272 2020-07-25 11:18:55,580 - mmaction - INFO - Epoch [12][1240/3757] lr: 2.000e-02, eta: 2 days, 14:00:48, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4316, loss: 2.4316, grad_norm: 3.9563 2020-07-25 11:19:08,713 - mmaction - INFO - Epoch [12][1260/3757] lr: 2.000e-02, eta: 2 days, 14:00:32, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.4316, loss: 2.4316, grad_norm: 3.9266 2020-07-25 11:19:22,805 - mmaction - INFO - Epoch [12][1280/3757] lr: 2.000e-02, eta: 2 days, 14:00:24, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.4237, loss: 2.4237, grad_norm: 3.9585 2020-07-25 11:19:35,934 - mmaction - INFO - Epoch [12][1300/3757] lr: 2.000e-02, eta: 2 days, 14:00:08, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6992, loss_cls: 2.4120, loss: 2.4120, grad_norm: 4.0656 2020-07-25 11:19:49,388 - mmaction - INFO - Epoch [12][1320/3757] lr: 2.000e-02, eta: 2 days, 13:59:56, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7063, loss_cls: 2.4008, loss: 2.4008, grad_norm: 3.8743 2020-07-25 11:20:02,112 - mmaction - INFO - Epoch [12][1340/3757] lr: 2.000e-02, eta: 2 days, 13:59:37, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.4231, loss: 2.4231, grad_norm: 3.9614 2020-07-25 11:20:15,855 - mmaction - INFO - Epoch [12][1360/3757] lr: 2.000e-02, eta: 2 days, 13:59:26, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3151, loss: 2.3151, grad_norm: 3.7752 2020-07-25 11:20:28,828 - mmaction - INFO - Epoch [12][1380/3757] lr: 2.000e-02, eta: 2 days, 13:59:09, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3693, loss: 2.3693, grad_norm: 4.0126 2020-07-25 11:20:41,541 - mmaction - INFO - Epoch [12][1400/3757] lr: 2.000e-02, eta: 2 days, 13:58:50, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.4073, loss: 2.4073, grad_norm: 4.0225 2020-07-25 11:20:54,989 - mmaction - INFO - Epoch [12][1420/3757] lr: 2.000e-02, eta: 2 days, 13:58:37, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.4081, loss: 2.4081, grad_norm: 3.8170 2020-07-25 11:21:08,260 - mmaction - INFO - Epoch [12][1440/3757] lr: 2.000e-02, eta: 2 days, 13:58:23, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.9516 2020-07-25 11:21:20,878 - mmaction - INFO - Epoch [12][1460/3757] lr: 2.000e-02, eta: 2 days, 13:58:03, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4402, loss: 2.4402, grad_norm: 4.0309 2020-07-25 11:21:33,914 - mmaction - INFO - Epoch [12][1480/3757] lr: 2.000e-02, eta: 2 days, 13:57:47, time: 0.657, data_time: 0.009, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7203, loss_cls: 2.3083, loss: 2.3083, grad_norm: 3.8381 2020-07-25 11:21:47,659 - mmaction - INFO - Epoch [12][1500/3757] lr: 2.000e-02, eta: 2 days, 13:57:36, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3977, loss: 2.3977, grad_norm: 4.0011 2020-07-25 11:22:00,616 - mmaction - INFO - Epoch [12][1520/3757] lr: 2.000e-02, eta: 2 days, 13:57:20, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6992, loss_cls: 2.4135, loss: 2.4135, grad_norm: 3.7937 2020-07-25 11:22:13,844 - mmaction - INFO - Epoch [12][1540/3757] lr: 2.000e-02, eta: 2 days, 13:57:05, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.7687 2020-07-25 11:22:27,199 - mmaction - INFO - Epoch [12][1560/3757] lr: 2.000e-02, eta: 2 days, 13:56:51, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3280, loss: 2.3280, grad_norm: 3.7125 2020-07-25 11:22:39,881 - mmaction - INFO - Epoch [12][1580/3757] lr: 2.000e-02, eta: 2 days, 13:56:32, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4844, loss: 2.4844, grad_norm: 3.8208 2020-07-25 11:22:52,560 - mmaction - INFO - Epoch [12][1600/3757] lr: 2.000e-02, eta: 2 days, 13:56:13, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4422, top5_acc: 0.7023, loss_cls: 2.4015, loss: 2.4015, grad_norm: 3.8024 2020-07-25 11:23:05,940 - mmaction - INFO - Epoch [12][1620/3757] lr: 2.000e-02, eta: 2 days, 13:55:59, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4317, loss: 2.4317, grad_norm: 3.8236 2020-07-25 11:23:19,074 - mmaction - INFO - Epoch [12][1640/3757] lr: 2.000e-02, eta: 2 days, 13:55:44, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.4208, loss: 2.4208, grad_norm: 3.8545 2020-07-25 11:23:32,332 - mmaction - INFO - Epoch [12][1660/3757] lr: 2.000e-02, eta: 2 days, 13:55:29, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4305, top5_acc: 0.7086, loss_cls: 2.4492, loss: 2.4492, grad_norm: 4.0093 2020-07-25 11:23:46,228 - mmaction - INFO - Epoch [12][1680/3757] lr: 2.000e-02, eta: 2 days, 13:55:20, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.3649, loss: 2.3649, grad_norm: 3.6764 2020-07-25 11:24:00,041 - mmaction - INFO - Epoch [12][1700/3757] lr: 2.000e-02, eta: 2 days, 13:55:09, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.4756, loss: 2.4756, grad_norm: 3.8983 2020-07-25 11:24:12,892 - mmaction - INFO - Epoch [12][1720/3757] lr: 2.000e-02, eta: 2 days, 13:54:52, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3656, loss: 2.3656, grad_norm: 3.8700 2020-07-25 11:24:25,662 - mmaction - INFO - Epoch [12][1740/3757] lr: 2.000e-02, eta: 2 days, 13:54:33, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3606, loss: 2.3606, grad_norm: 3.9681 2020-07-25 11:24:38,410 - mmaction - INFO - Epoch [12][1760/3757] lr: 2.000e-02, eta: 2 days, 13:54:15, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.3799, loss: 2.3799, grad_norm: 3.9306 2020-07-25 11:24:52,295 - mmaction - INFO - Epoch [12][1780/3757] lr: 2.000e-02, eta: 2 days, 13:54:05, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4384, loss: 2.4384, grad_norm: 3.7900 2020-07-25 11:25:05,596 - mmaction - INFO - Epoch [12][1800/3757] lr: 2.000e-02, eta: 2 days, 13:53:52, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5380, loss: 2.5380, grad_norm: 3.7778 2020-07-25 11:25:18,587 - mmaction - INFO - Epoch [12][1820/3757] lr: 2.000e-02, eta: 2 days, 13:53:35, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.4333, loss: 2.4333, grad_norm: 3.9203 2020-07-25 11:25:31,864 - mmaction - INFO - Epoch [12][1840/3757] lr: 2.000e-02, eta: 2 days, 13:53:21, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7414, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.8292 2020-07-25 11:25:45,216 - mmaction - INFO - Epoch [12][1860/3757] lr: 2.000e-02, eta: 2 days, 13:53:06, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6867, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.7305 2020-07-25 11:25:58,702 - mmaction - INFO - Epoch [12][1880/3757] lr: 2.000e-02, eta: 2 days, 13:52:54, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.5120, loss: 2.5120, grad_norm: 3.9019 2020-07-25 11:26:12,623 - mmaction - INFO - Epoch [12][1900/3757] lr: 2.000e-02, eta: 2 days, 13:52:44, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3586, loss: 2.3586, grad_norm: 3.8228 2020-07-25 11:26:24,955 - mmaction - INFO - Epoch [12][1920/3757] lr: 2.000e-02, eta: 2 days, 13:52:23, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7070, loss_cls: 2.4527, loss: 2.4527, grad_norm: 4.0117 2020-07-25 11:26:38,226 - mmaction - INFO - Epoch [12][1940/3757] lr: 2.000e-02, eta: 2 days, 13:52:08, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.3793, loss: 2.3793, grad_norm: 3.9782 2020-07-25 11:26:51,833 - mmaction - INFO - Epoch [12][1960/3757] lr: 2.000e-02, eta: 2 days, 13:51:57, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3600, loss: 2.3600, grad_norm: 3.8244 2020-07-25 11:27:05,568 - mmaction - INFO - Epoch [12][1980/3757] lr: 2.000e-02, eta: 2 days, 13:51:46, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7234, loss_cls: 2.3881, loss: 2.3881, grad_norm: 3.9757 2020-07-25 11:27:18,999 - mmaction - INFO - Epoch [12][2000/3757] lr: 2.000e-02, eta: 2 days, 13:51:33, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3177, loss: 2.3177, grad_norm: 3.7076 2020-07-25 11:27:32,266 - mmaction - INFO - Epoch [12][2020/3757] lr: 2.000e-02, eta: 2 days, 13:51:19, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.3146, loss: 2.3146, grad_norm: 3.9801 2020-07-25 11:27:44,577 - mmaction - INFO - Epoch [12][2040/3757] lr: 2.000e-02, eta: 2 days, 13:50:57, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3891, loss: 2.3891, grad_norm: 3.8520 2020-07-25 11:27:58,310 - mmaction - INFO - Epoch [12][2060/3757] lr: 2.000e-02, eta: 2 days, 13:50:45, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.2850, loss: 2.2850, grad_norm: 4.0550 2020-07-25 11:28:11,074 - mmaction - INFO - Epoch [12][2080/3757] lr: 2.000e-02, eta: 2 days, 13:50:28, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6891, loss_cls: 2.3783, loss: 2.3783, grad_norm: 3.8323 2020-07-25 11:28:23,892 - mmaction - INFO - Epoch [12][2100/3757] lr: 2.000e-02, eta: 2 days, 13:50:10, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3609, loss: 2.3609, grad_norm: 3.8588 2020-07-25 11:28:37,335 - mmaction - INFO - Epoch [12][2120/3757] lr: 2.000e-02, eta: 2 days, 13:49:56, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.3855, loss: 2.3855, grad_norm: 3.8514 2020-07-25 11:28:51,094 - mmaction - INFO - Epoch [12][2140/3757] lr: 2.000e-02, eta: 2 days, 13:49:46, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.3576, loss: 2.3576, grad_norm: 3.7486 2020-07-25 11:29:03,804 - mmaction - INFO - Epoch [12][2160/3757] lr: 2.000e-02, eta: 2 days, 13:49:27, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7242, loss_cls: 2.3987, loss: 2.3987, grad_norm: 4.1396 2020-07-25 11:29:17,054 - mmaction - INFO - Epoch [12][2180/3757] lr: 2.000e-02, eta: 2 days, 13:49:13, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3132, loss: 2.3132, grad_norm: 3.7227 2020-07-25 11:29:30,553 - mmaction - INFO - Epoch [12][2200/3757] lr: 2.000e-02, eta: 2 days, 13:49:00, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7242, loss_cls: 2.3081, loss: 2.3081, grad_norm: 4.0748 2020-07-25 11:29:43,330 - mmaction - INFO - Epoch [12][2220/3757] lr: 2.000e-02, eta: 2 days, 13:48:42, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2781, loss: 2.2781, grad_norm: 3.9795 2020-07-25 11:29:57,793 - mmaction - INFO - Epoch [12][2240/3757] lr: 2.000e-02, eta: 2 days, 13:48:37, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.6992, loss_cls: 2.4120, loss: 2.4120, grad_norm: 3.8936 2020-07-25 11:30:11,155 - mmaction - INFO - Epoch [12][2260/3757] lr: 2.000e-02, eta: 2 days, 13:48:23, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7281, loss_cls: 2.3200, loss: 2.3200, grad_norm: 3.9513 2020-07-25 11:30:24,128 - mmaction - INFO - Epoch [12][2280/3757] lr: 2.000e-02, eta: 2 days, 13:48:06, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.8689 2020-07-25 11:30:37,492 - mmaction - INFO - Epoch [12][2300/3757] lr: 2.000e-02, eta: 2 days, 13:47:53, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7102, loss_cls: 2.3685, loss: 2.3685, grad_norm: 3.9171 2020-07-25 11:30:51,932 - mmaction - INFO - Epoch [12][2320/3757] lr: 2.000e-02, eta: 2 days, 13:47:47, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.3284, loss: 2.3284, grad_norm: 3.8309 2020-07-25 11:31:04,399 - mmaction - INFO - Epoch [12][2340/3757] lr: 2.000e-02, eta: 2 days, 13:47:27, time: 0.624, data_time: 0.005, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.3752, loss: 2.3752, grad_norm: 3.9251 2020-07-25 11:31:17,313 - mmaction - INFO - Epoch [12][2360/3757] lr: 2.000e-02, eta: 2 days, 13:47:09, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7211, loss_cls: 2.3102, loss: 2.3102, grad_norm: 3.9989 2020-07-25 11:31:30,100 - mmaction - INFO - Epoch [12][2380/3757] lr: 2.000e-02, eta: 2 days, 13:46:52, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.4591, loss: 2.4591, grad_norm: 4.0810 2020-07-25 11:31:43,179 - mmaction - INFO - Epoch [12][2400/3757] lr: 2.000e-02, eta: 2 days, 13:46:36, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6930, loss_cls: 2.4782, loss: 2.4782, grad_norm: 3.8102 2020-07-25 11:31:56,824 - mmaction - INFO - Epoch [12][2420/3757] lr: 2.000e-02, eta: 2 days, 13:46:24, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.3829, loss: 2.3829, grad_norm: 3.8001 2020-07-25 11:32:10,477 - mmaction - INFO - Epoch [12][2440/3757] lr: 2.000e-02, eta: 2 days, 13:46:13, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.3846, loss: 2.3846, grad_norm: 3.9432 2020-07-25 11:32:22,851 - mmaction - INFO - Epoch [12][2460/3757] lr: 2.000e-02, eta: 2 days, 13:45:52, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4529, loss: 2.4529, grad_norm: 3.8739 2020-07-25 11:32:36,224 - mmaction - INFO - Epoch [12][2480/3757] lr: 2.000e-02, eta: 2 days, 13:45:38, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7117, loss_cls: 2.4280, loss: 2.4280, grad_norm: 4.1334 2020-07-25 11:32:49,463 - mmaction - INFO - Epoch [12][2500/3757] lr: 2.000e-02, eta: 2 days, 13:45:24, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.9860 2020-07-25 11:33:02,464 - mmaction - INFO - Epoch [12][2520/3757] lr: 2.000e-02, eta: 2 days, 13:45:07, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.3370, loss: 2.3370, grad_norm: 3.7353 2020-07-25 11:33:15,330 - mmaction - INFO - Epoch [12][2540/3757] lr: 2.000e-02, eta: 2 days, 13:44:50, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3787, loss: 2.3787, grad_norm: 4.0262 2020-07-25 11:33:28,103 - mmaction - INFO - Epoch [12][2560/3757] lr: 2.000e-02, eta: 2 days, 13:44:31, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.6898, loss_cls: 2.4116, loss: 2.4116, grad_norm: 3.8163 2020-07-25 11:33:41,401 - mmaction - INFO - Epoch [12][2580/3757] lr: 2.000e-02, eta: 2 days, 13:44:17, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.3665, loss: 2.3665, grad_norm: 3.7092 2020-07-25 11:33:54,712 - mmaction - INFO - Epoch [12][2600/3757] lr: 2.000e-02, eta: 2 days, 13:44:03, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.7000, loss_cls: 2.4435, loss: 2.4435, grad_norm: 3.8713 2020-07-25 11:34:08,192 - mmaction - INFO - Epoch [12][2620/3757] lr: 2.000e-02, eta: 2 days, 13:43:50, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7102, loss_cls: 2.4064, loss: 2.4064, grad_norm: 3.8411 2020-07-25 11:34:20,911 - mmaction - INFO - Epoch [12][2640/3757] lr: 2.000e-02, eta: 2 days, 13:43:32, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.2815, loss: 2.2815, grad_norm: 3.8820 2020-07-25 11:34:33,436 - mmaction - INFO - Epoch [12][2660/3757] lr: 2.000e-02, eta: 2 days, 13:43:12, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3880, loss: 2.3880, grad_norm: 3.9192 2020-07-25 11:34:46,181 - mmaction - INFO - Epoch [12][2680/3757] lr: 2.000e-02, eta: 2 days, 13:42:54, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.5138, loss: 2.5138, grad_norm: 3.9193 2020-07-25 11:34:59,120 - mmaction - INFO - Epoch [12][2700/3757] lr: 2.000e-02, eta: 2 days, 13:42:37, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.3355, loss: 2.3355, grad_norm: 3.9820 2020-07-25 11:35:11,876 - mmaction - INFO - Epoch [12][2720/3757] lr: 2.000e-02, eta: 2 days, 13:42:18, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.3632, loss: 2.3632, grad_norm: 3.8681 2020-07-25 11:35:26,254 - mmaction - INFO - Epoch [12][2740/3757] lr: 2.000e-02, eta: 2 days, 13:42:13, time: 0.722, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4218, loss: 2.4218, grad_norm: 3.9068 2020-07-25 11:35:38,804 - mmaction - INFO - Epoch [12][2760/3757] lr: 2.000e-02, eta: 2 days, 13:41:52, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7094, loss_cls: 2.3990, loss: 2.3990, grad_norm: 3.9042 2020-07-25 11:35:51,970 - mmaction - INFO - Epoch [12][2780/3757] lr: 2.000e-02, eta: 2 days, 13:41:38, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6977, loss_cls: 2.4503, loss: 2.4503, grad_norm: 3.8180 2020-07-25 11:36:04,658 - mmaction - INFO - Epoch [12][2800/3757] lr: 2.000e-02, eta: 2 days, 13:41:19, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4369, loss: 2.4369, grad_norm: 3.8180 2020-07-25 11:36:17,395 - mmaction - INFO - Epoch [12][2820/3757] lr: 2.000e-02, eta: 2 days, 13:41:01, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.4575, loss: 2.4575, grad_norm: 4.0863 2020-07-25 11:36:30,548 - mmaction - INFO - Epoch [12][2840/3757] lr: 2.000e-02, eta: 2 days, 13:40:45, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4539, top5_acc: 0.6867, loss_cls: 2.4644, loss: 2.4644, grad_norm: 3.7736 2020-07-25 11:36:43,598 - mmaction - INFO - Epoch [12][2860/3757] lr: 2.000e-02, eta: 2 days, 13:40:30, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3894, loss: 2.3894, grad_norm: 3.8555 2020-07-25 11:36:57,213 - mmaction - INFO - Epoch [12][2880/3757] lr: 2.000e-02, eta: 2 days, 13:40:18, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.3953, loss: 2.3953, grad_norm: 3.9104 2020-07-25 11:37:09,851 - mmaction - INFO - Epoch [12][2900/3757] lr: 2.000e-02, eta: 2 days, 13:39:59, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.3934, loss: 2.3934, grad_norm: 3.8518 2020-07-25 11:37:22,666 - mmaction - INFO - Epoch [12][2920/3757] lr: 2.000e-02, eta: 2 days, 13:39:40, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4043, loss: 2.4043, grad_norm: 3.7498 2020-07-25 11:37:35,704 - mmaction - INFO - Epoch [12][2940/3757] lr: 2.000e-02, eta: 2 days, 13:39:25, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.4089, loss: 2.4089, grad_norm: 3.8957 2020-07-25 11:37:48,725 - mmaction - INFO - Epoch [12][2960/3757] lr: 2.000e-02, eta: 2 days, 13:39:08, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3553, loss: 2.3553, grad_norm: 3.9018 2020-07-25 11:38:01,813 - mmaction - INFO - Epoch [12][2980/3757] lr: 2.000e-02, eta: 2 days, 13:38:53, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.4539, loss: 2.4539, grad_norm: 3.8623 2020-07-25 11:38:14,808 - mmaction - INFO - Epoch [12][3000/3757] lr: 2.000e-02, eta: 2 days, 13:38:37, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.3926, loss: 2.3926, grad_norm: 3.8263 2020-07-25 11:38:28,540 - mmaction - INFO - Epoch [12][3020/3757] lr: 2.000e-02, eta: 2 days, 13:38:26, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.3082, loss: 2.3082, grad_norm: 3.8922 2020-07-25 11:38:41,110 - mmaction - INFO - Epoch [12][3040/3757] lr: 2.000e-02, eta: 2 days, 13:38:06, time: 0.624, data_time: 0.006, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7156, loss_cls: 2.4007, loss: 2.4007, grad_norm: 3.8986 2020-07-25 11:38:55,071 - mmaction - INFO - Epoch [12][3060/3757] lr: 2.000e-02, eta: 2 days, 13:37:57, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6750, loss_cls: 2.4893, loss: 2.4893, grad_norm: 3.9262 2020-07-25 11:39:07,901 - mmaction - INFO - Epoch [12][3080/3757] lr: 2.000e-02, eta: 2 days, 13:37:40, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.5201, loss: 2.5201, grad_norm: 3.9900 2020-07-25 11:39:21,125 - mmaction - INFO - Epoch [12][3100/3757] lr: 2.000e-02, eta: 2 days, 13:37:24, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.3835, loss: 2.3835, grad_norm: 3.8481 2020-07-25 11:39:33,662 - mmaction - INFO - Epoch [12][3120/3757] lr: 2.000e-02, eta: 2 days, 13:37:05, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4270, loss: 2.4270, grad_norm: 3.6779 2020-07-25 11:39:46,627 - mmaction - INFO - Epoch [12][3140/3757] lr: 2.000e-02, eta: 2 days, 13:36:48, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6852, loss_cls: 2.4556, loss: 2.4556, grad_norm: 3.9641 2020-07-25 11:39:59,309 - mmaction - INFO - Epoch [12][3160/3757] lr: 2.000e-02, eta: 2 days, 13:36:30, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7305, loss_cls: 2.3012, loss: 2.3012, grad_norm: 3.8057 2020-07-25 11:40:13,079 - mmaction - INFO - Epoch [12][3180/3757] lr: 2.000e-02, eta: 2 days, 13:36:19, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.3860, loss: 2.3860, grad_norm: 3.7217 2020-07-25 11:40:26,328 - mmaction - INFO - Epoch [12][3200/3757] lr: 2.000e-02, eta: 2 days, 13:36:05, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.3595, loss: 2.3595, grad_norm: 3.9532 2020-07-25 11:40:39,061 - mmaction - INFO - Epoch [12][3220/3757] lr: 2.000e-02, eta: 2 days, 13:35:46, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7234, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.8583 2020-07-25 11:40:52,304 - mmaction - INFO - Epoch [12][3240/3757] lr: 2.000e-02, eta: 2 days, 13:35:32, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.3166, loss: 2.3166, grad_norm: 3.8431 2020-07-25 11:41:05,467 - mmaction - INFO - Epoch [12][3260/3757] lr: 2.000e-02, eta: 2 days, 13:35:16, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4320, top5_acc: 0.6992, loss_cls: 2.4626, loss: 2.4626, grad_norm: 3.9391 2020-07-25 11:41:19,220 - mmaction - INFO - Epoch [12][3280/3757] lr: 2.000e-02, eta: 2 days, 13:35:06, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4542, loss: 2.4542, grad_norm: 3.9931 2020-07-25 11:41:32,060 - mmaction - INFO - Epoch [12][3300/3757] lr: 2.000e-02, eta: 2 days, 13:34:49, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7156, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.8439 2020-07-25 11:41:45,163 - mmaction - INFO - Epoch [12][3320/3757] lr: 2.000e-02, eta: 2 days, 13:34:33, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.3818, loss: 2.3818, grad_norm: 3.9489 2020-07-25 11:41:57,908 - mmaction - INFO - Epoch [12][3340/3757] lr: 2.000e-02, eta: 2 days, 13:34:15, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6961, loss_cls: 2.4479, loss: 2.4479, grad_norm: 3.9426 2020-07-25 11:42:10,703 - mmaction - INFO - Epoch [12][3360/3757] lr: 2.000e-02, eta: 2 days, 13:33:57, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.7564 2020-07-25 11:42:23,792 - mmaction - INFO - Epoch [12][3380/3757] lr: 2.000e-02, eta: 2 days, 13:33:41, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7180, loss_cls: 2.3443, loss: 2.3443, grad_norm: 4.0216 2020-07-25 11:42:36,738 - mmaction - INFO - Epoch [12][3400/3757] lr: 2.000e-02, eta: 2 days, 13:33:25, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.3923, loss: 2.3923, grad_norm: 3.7945 2020-07-25 11:42:51,440 - mmaction - INFO - Epoch [12][3420/3757] lr: 2.000e-02, eta: 2 days, 13:33:21, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4024, loss: 2.4024, grad_norm: 3.7968 2020-07-25 11:43:03,848 - mmaction - INFO - Epoch [12][3440/3757] lr: 2.000e-02, eta: 2 days, 13:33:01, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.4077, loss: 2.4077, grad_norm: 3.7476 2020-07-25 11:43:17,032 - mmaction - INFO - Epoch [12][3460/3757] lr: 2.000e-02, eta: 2 days, 13:32:45, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.8510 2020-07-25 11:43:29,575 - mmaction - INFO - Epoch [12][3480/3757] lr: 2.000e-02, eta: 2 days, 13:32:26, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6984, loss_cls: 2.4307, loss: 2.4307, grad_norm: 3.8495 2020-07-25 11:43:43,386 - mmaction - INFO - Epoch [12][3500/3757] lr: 2.000e-02, eta: 2 days, 13:32:15, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7094, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.9202 2020-07-25 11:43:55,940 - mmaction - INFO - Epoch [12][3520/3757] lr: 2.000e-02, eta: 2 days, 13:31:56, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4710, loss: 2.4710, grad_norm: 3.9871 2020-07-25 11:44:09,489 - mmaction - INFO - Epoch [12][3540/3757] lr: 2.000e-02, eta: 2 days, 13:31:44, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.8770 2020-07-25 11:44:22,863 - mmaction - INFO - Epoch [12][3560/3757] lr: 2.000e-02, eta: 2 days, 13:31:30, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7312, loss_cls: 2.3211, loss: 2.3211, grad_norm: 4.0270 2020-07-25 11:44:35,561 - mmaction - INFO - Epoch [12][3580/3757] lr: 2.000e-02, eta: 2 days, 13:31:12, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7008, loss_cls: 2.3831, loss: 2.3831, grad_norm: 3.8196 2020-07-25 11:44:48,233 - mmaction - INFO - Epoch [12][3600/3757] lr: 2.000e-02, eta: 2 days, 13:30:53, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.3073, loss: 2.3073, grad_norm: 3.9154 2020-07-25 11:45:01,989 - mmaction - INFO - Epoch [12][3620/3757] lr: 2.000e-02, eta: 2 days, 13:30:42, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.3635, loss: 2.3635, grad_norm: 3.8551 2020-07-25 11:45:14,558 - mmaction - INFO - Epoch [12][3640/3757] lr: 2.000e-02, eta: 2 days, 13:30:23, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.5169, loss: 2.5169, grad_norm: 3.9343 2020-07-25 11:45:27,517 - mmaction - INFO - Epoch [12][3660/3757] lr: 2.000e-02, eta: 2 days, 13:30:06, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.4418, loss: 2.4418, grad_norm: 3.8236 2020-07-25 11:45:40,880 - mmaction - INFO - Epoch [12][3680/3757] lr: 2.000e-02, eta: 2 days, 13:29:53, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.3763, loss: 2.3763, grad_norm: 3.9560 2020-07-25 11:45:54,264 - mmaction - INFO - Epoch [12][3700/3757] lr: 2.000e-02, eta: 2 days, 13:29:39, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3908, loss: 2.3908, grad_norm: 3.8674 2020-07-25 11:46:07,112 - mmaction - INFO - Epoch [12][3720/3757] lr: 2.000e-02, eta: 2 days, 13:29:22, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7133, loss_cls: 2.3969, loss: 2.3969, grad_norm: 3.7896 2020-07-25 11:46:20,650 - mmaction - INFO - Epoch [12][3740/3757] lr: 2.000e-02, eta: 2 days, 13:29:10, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6992, loss_cls: 2.4447, loss: 2.4447, grad_norm: 3.8689 2020-07-25 11:46:31,497 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-25 11:46:52,929 - mmaction - INFO - Epoch [13][20/3757] lr: 2.000e-02, eta: 2 days, 13:28:09, time: 0.994, data_time: 0.376, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3296, loss: 2.3296, grad_norm: 3.7196 2020-07-25 11:47:05,268 - mmaction - INFO - Epoch [13][40/3757] lr: 2.000e-02, eta: 2 days, 13:27:48, time: 0.617, data_time: 0.002, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3232, loss: 2.3232, grad_norm: 4.0106 2020-07-25 11:47:18,037 - mmaction - INFO - Epoch [13][60/3757] lr: 2.000e-02, eta: 2 days, 13:27:30, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.3119, loss: 2.3119, grad_norm: 3.9269 2020-07-25 11:47:30,685 - mmaction - INFO - Epoch [13][80/3757] lr: 2.000e-02, eta: 2 days, 13:27:11, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.3140, loss: 2.3140, grad_norm: 4.0104 2020-07-25 11:47:44,217 - mmaction - INFO - Epoch [13][100/3757] lr: 2.000e-02, eta: 2 days, 13:26:59, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.9957 2020-07-25 11:47:56,502 - mmaction - INFO - Epoch [13][120/3757] lr: 2.000e-02, eta: 2 days, 13:26:38, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.3616, loss: 2.3616, grad_norm: 3.8968 2020-07-25 11:48:09,108 - mmaction - INFO - Epoch [13][140/3757] lr: 2.000e-02, eta: 2 days, 13:26:18, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.2730, loss: 2.2730, grad_norm: 3.7441 2020-07-25 11:48:22,259 - mmaction - INFO - Epoch [13][160/3757] lr: 2.000e-02, eta: 2 days, 13:26:03, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.3733, loss: 2.3733, grad_norm: 3.9171 2020-07-25 11:48:35,798 - mmaction - INFO - Epoch [13][180/3757] lr: 2.000e-02, eta: 2 days, 13:25:51, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.6875, loss_cls: 2.4646, loss: 2.4646, grad_norm: 3.9073 2020-07-25 11:48:48,539 - mmaction - INFO - Epoch [13][200/3757] lr: 2.000e-02, eta: 2 days, 13:25:33, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3703, loss: 2.3703, grad_norm: 3.8585 2020-07-25 11:49:01,417 - mmaction - INFO - Epoch [13][220/3757] lr: 2.000e-02, eta: 2 days, 13:25:15, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3478, loss: 2.3478, grad_norm: 4.0351 2020-07-25 11:49:14,680 - mmaction - INFO - Epoch [13][240/3757] lr: 2.000e-02, eta: 2 days, 13:25:02, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3202, loss: 2.3202, grad_norm: 3.7973 2020-07-25 11:49:27,456 - mmaction - INFO - Epoch [13][260/3757] lr: 2.000e-02, eta: 2 days, 13:24:43, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7148, loss_cls: 2.2565, loss: 2.2565, grad_norm: 4.0239 2020-07-25 11:49:40,562 - mmaction - INFO - Epoch [13][280/3757] lr: 2.000e-02, eta: 2 days, 13:24:29, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3933, loss: 2.3933, grad_norm: 3.8349 2020-07-25 11:49:53,117 - mmaction - INFO - Epoch [13][300/3757] lr: 2.000e-02, eta: 2 days, 13:24:09, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4464, loss: 2.4464, grad_norm: 3.8088 2020-07-25 11:50:06,041 - mmaction - INFO - Epoch [13][320/3757] lr: 2.000e-02, eta: 2 days, 13:23:52, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7078, loss_cls: 2.2937, loss: 2.2937, grad_norm: 3.8627 2020-07-25 11:50:18,714 - mmaction - INFO - Epoch [13][340/3757] lr: 2.000e-02, eta: 2 days, 13:23:34, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.6828, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.9305 2020-07-25 11:50:31,569 - mmaction - INFO - Epoch [13][360/3757] lr: 2.000e-02, eta: 2 days, 13:23:16, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3002, loss: 2.3002, grad_norm: 3.8863 2020-07-25 11:50:44,496 - mmaction - INFO - Epoch [13][380/3757] lr: 2.000e-02, eta: 2 days, 13:23:00, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.6887 2020-07-25 11:50:58,262 - mmaction - INFO - Epoch [13][400/3757] lr: 2.000e-02, eta: 2 days, 13:22:49, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.8520 2020-07-25 11:51:11,169 - mmaction - INFO - Epoch [13][420/3757] lr: 2.000e-02, eta: 2 days, 13:22:32, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.8742 2020-07-25 11:51:24,207 - mmaction - INFO - Epoch [13][440/3757] lr: 2.000e-02, eta: 2 days, 13:22:16, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7078, loss_cls: 2.3293, loss: 2.3293, grad_norm: 3.8240 2020-07-25 11:51:37,096 - mmaction - INFO - Epoch [13][460/3757] lr: 2.000e-02, eta: 2 days, 13:21:59, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.9707 2020-07-25 11:51:50,636 - mmaction - INFO - Epoch [13][480/3757] lr: 2.000e-02, eta: 2 days, 13:21:47, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3252, loss: 2.3252, grad_norm: 3.7402 2020-07-25 11:52:03,244 - mmaction - INFO - Epoch [13][500/3757] lr: 2.000e-02, eta: 2 days, 13:21:28, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.9593 2020-07-25 11:52:16,320 - mmaction - INFO - Epoch [13][520/3757] lr: 2.000e-02, eta: 2 days, 13:21:13, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.8415 2020-07-25 11:52:29,676 - mmaction - INFO - Epoch [13][540/3757] lr: 2.000e-02, eta: 2 days, 13:20:59, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.3709, loss: 2.3709, grad_norm: 3.9119 2020-07-25 11:52:43,606 - mmaction - INFO - Epoch [13][560/3757] lr: 2.000e-02, eta: 2 days, 13:20:49, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.4325, loss: 2.4325, grad_norm: 3.9871 2020-07-25 11:52:56,890 - mmaction - INFO - Epoch [13][580/3757] lr: 2.000e-02, eta: 2 days, 13:20:36, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7234, loss_cls: 2.3767, loss: 2.3767, grad_norm: 3.7566 2020-07-25 11:53:09,904 - mmaction - INFO - Epoch [13][600/3757] lr: 2.000e-02, eta: 2 days, 13:20:20, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3244, loss: 2.3244, grad_norm: 3.9495 2020-07-25 11:53:23,476 - mmaction - INFO - Epoch [13][620/3757] lr: 2.000e-02, eta: 2 days, 13:20:08, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.8803 2020-07-25 11:53:36,947 - mmaction - INFO - Epoch [13][640/3757] lr: 2.000e-02, eta: 2 days, 13:19:55, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.4656, top5_acc: 0.6891, loss_cls: 2.4165, loss: 2.4165, grad_norm: 3.9227 2020-07-25 11:53:49,705 - mmaction - INFO - Epoch [13][660/3757] lr: 2.000e-02, eta: 2 days, 13:19:37, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3458, loss: 2.3458, grad_norm: 3.9330 2020-07-25 11:54:04,162 - mmaction - INFO - Epoch [13][680/3757] lr: 2.000e-02, eta: 2 days, 13:19:31, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.3338, loss: 2.3338, grad_norm: 3.7769 2020-07-25 11:54:16,779 - mmaction - INFO - Epoch [13][700/3757] lr: 2.000e-02, eta: 2 days, 13:19:12, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3258, loss: 2.3258, grad_norm: 4.0160 2020-07-25 11:54:29,760 - mmaction - INFO - Epoch [13][720/3757] lr: 2.000e-02, eta: 2 days, 13:18:56, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4839, loss: 2.4839, grad_norm: 4.0360 2020-07-25 11:54:43,105 - mmaction - INFO - Epoch [13][740/3757] lr: 2.000e-02, eta: 2 days, 13:18:42, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4313, top5_acc: 0.7008, loss_cls: 2.4597, loss: 2.4597, grad_norm: 3.8404 2020-07-25 11:54:56,076 - mmaction - INFO - Epoch [13][760/3757] lr: 2.000e-02, eta: 2 days, 13:18:26, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.7534 2020-07-25 11:55:09,060 - mmaction - INFO - Epoch [13][780/3757] lr: 2.000e-02, eta: 2 days, 13:18:09, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.8958 2020-07-25 11:55:21,943 - mmaction - INFO - Epoch [13][800/3757] lr: 2.000e-02, eta: 2 days, 13:17:53, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7133, loss_cls: 2.3587, loss: 2.3587, grad_norm: 3.8763 2020-07-25 11:55:34,630 - mmaction - INFO - Epoch [13][820/3757] lr: 2.000e-02, eta: 2 days, 13:17:35, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7125, loss_cls: 2.3365, loss: 2.3365, grad_norm: 3.9659 2020-07-25 11:55:47,629 - mmaction - INFO - Epoch [13][840/3757] lr: 2.000e-02, eta: 2 days, 13:17:18, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3989, loss: 2.3989, grad_norm: 3.9969 2020-07-25 11:56:00,670 - mmaction - INFO - Epoch [13][860/3757] lr: 2.000e-02, eta: 2 days, 13:17:02, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.8817 2020-07-25 11:56:13,442 - mmaction - INFO - Epoch [13][880/3757] lr: 2.000e-02, eta: 2 days, 13:16:44, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7063, loss_cls: 2.3708, loss: 2.3708, grad_norm: 3.9498 2020-07-25 11:56:26,177 - mmaction - INFO - Epoch [13][900/3757] lr: 2.000e-02, eta: 2 days, 13:16:27, time: 0.641, data_time: 0.010, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6961, loss_cls: 2.4238, loss: 2.4238, grad_norm: 3.9909 2020-07-25 11:56:39,035 - mmaction - INFO - Epoch [13][920/3757] lr: 2.000e-02, eta: 2 days, 13:16:09, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3614, loss: 2.3614, grad_norm: 3.9886 2020-07-25 11:56:53,286 - mmaction - INFO - Epoch [13][940/3757] lr: 2.000e-02, eta: 2 days, 13:16:02, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.8741 2020-07-25 11:57:05,993 - mmaction - INFO - Epoch [13][960/3757] lr: 2.000e-02, eta: 2 days, 13:15:44, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7063, loss_cls: 2.4164, loss: 2.4164, grad_norm: 3.9118 2020-07-25 11:57:19,895 - mmaction - INFO - Epoch [13][980/3757] lr: 2.000e-02, eta: 2 days, 13:15:35, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.3238, loss: 2.3238, grad_norm: 3.9200 2020-07-25 11:57:32,834 - mmaction - INFO - Epoch [13][1000/3757] lr: 2.000e-02, eta: 2 days, 13:15:17, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7227, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.8819 2020-07-25 11:57:45,929 - mmaction - INFO - Epoch [13][1020/3757] lr: 2.000e-02, eta: 2 days, 13:15:03, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.3083, loss: 2.3083, grad_norm: 4.1060 2020-07-25 11:57:59,352 - mmaction - INFO - Epoch [13][1040/3757] lr: 2.000e-02, eta: 2 days, 13:14:49, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7180, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.9442 2020-07-25 11:58:11,900 - mmaction - INFO - Epoch [13][1060/3757] lr: 2.000e-02, eta: 2 days, 13:14:30, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7156, loss_cls: 2.3738, loss: 2.3738, grad_norm: 3.8728 2020-07-25 11:58:25,409 - mmaction - INFO - Epoch [13][1080/3757] lr: 2.000e-02, eta: 2 days, 13:14:18, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7188, loss_cls: 2.3370, loss: 2.3370, grad_norm: 4.0184 2020-07-25 11:58:38,658 - mmaction - INFO - Epoch [13][1100/3757] lr: 2.000e-02, eta: 2 days, 13:14:03, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6789, loss_cls: 2.4304, loss: 2.4304, grad_norm: 3.9482 2020-07-25 11:58:51,488 - mmaction - INFO - Epoch [13][1120/3757] lr: 2.000e-02, eta: 2 days, 13:13:46, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.2961, loss: 2.2961, grad_norm: 4.0307 2020-07-25 11:59:04,367 - mmaction - INFO - Epoch [13][1140/3757] lr: 2.000e-02, eta: 2 days, 13:13:29, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.3949, loss: 2.3949, grad_norm: 3.8211 2020-07-25 11:59:17,029 - mmaction - INFO - Epoch [13][1160/3757] lr: 2.000e-02, eta: 2 days, 13:13:11, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.9000 2020-07-25 11:59:29,797 - mmaction - INFO - Epoch [13][1180/3757] lr: 2.000e-02, eta: 2 days, 13:12:52, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.8362 2020-07-25 11:59:43,022 - mmaction - INFO - Epoch [13][1200/3757] lr: 2.000e-02, eta: 2 days, 13:12:39, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4008, loss: 2.4008, grad_norm: 3.7162 2020-07-25 11:59:56,760 - mmaction - INFO - Epoch [13][1220/3757] lr: 2.000e-02, eta: 2 days, 13:12:28, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.4150, loss: 2.4150, grad_norm: 3.9669 2020-07-25 12:00:10,897 - mmaction - INFO - Epoch [13][1240/3757] lr: 2.000e-02, eta: 2 days, 13:12:19, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.3820, loss: 2.3820, grad_norm: 3.8480 2020-07-25 12:00:23,677 - mmaction - INFO - Epoch [13][1260/3757] lr: 2.000e-02, eta: 2 days, 13:12:02, time: 0.641, data_time: 0.014, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.4853, loss: 2.4853, grad_norm: 3.8805 2020-07-25 12:00:37,310 - mmaction - INFO - Epoch [13][1280/3757] lr: 2.000e-02, eta: 2 days, 13:11:51, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.4140, loss: 2.4140, grad_norm: 3.9189 2020-07-25 12:00:50,691 - mmaction - INFO - Epoch [13][1300/3757] lr: 2.000e-02, eta: 2 days, 13:11:37, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3937, loss: 2.3937, grad_norm: 3.9471 2020-07-25 12:01:03,238 - mmaction - INFO - Epoch [13][1320/3757] lr: 2.000e-02, eta: 2 days, 13:11:18, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.9066 2020-07-25 12:01:16,617 - mmaction - INFO - Epoch [13][1340/3757] lr: 2.000e-02, eta: 2 days, 13:11:04, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3913, loss: 2.3913, grad_norm: 3.9249 2020-07-25 12:01:30,104 - mmaction - INFO - Epoch [13][1360/3757] lr: 2.000e-02, eta: 2 days, 13:10:52, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.4404, loss: 2.4404, grad_norm: 3.9020 2020-07-25 12:01:42,908 - mmaction - INFO - Epoch [13][1380/3757] lr: 2.000e-02, eta: 2 days, 13:10:34, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4237, loss: 2.4237, grad_norm: 3.8356 2020-07-25 12:01:56,774 - mmaction - INFO - Epoch [13][1400/3757] lr: 2.000e-02, eta: 2 days, 13:10:25, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.3273, loss: 2.3273, grad_norm: 3.8062 2020-07-25 12:02:09,519 - mmaction - INFO - Epoch [13][1420/3757] lr: 2.000e-02, eta: 2 days, 13:10:06, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7047, loss_cls: 2.3606, loss: 2.3606, grad_norm: 3.8615 2020-07-25 12:02:22,896 - mmaction - INFO - Epoch [13][1440/3757] lr: 2.000e-02, eta: 2 days, 13:09:53, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.3879, loss: 2.3879, grad_norm: 3.8057 2020-07-25 12:02:36,520 - mmaction - INFO - Epoch [13][1460/3757] lr: 2.000e-02, eta: 2 days, 13:09:41, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.4716, loss: 2.4716, grad_norm: 3.7547 2020-07-25 12:02:49,391 - mmaction - INFO - Epoch [13][1480/3757] lr: 2.000e-02, eta: 2 days, 13:09:25, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.7843 2020-07-25 12:03:02,859 - mmaction - INFO - Epoch [13][1500/3757] lr: 2.000e-02, eta: 2 days, 13:09:11, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3840, loss: 2.3840, grad_norm: 3.9066 2020-07-25 12:03:16,107 - mmaction - INFO - Epoch [13][1520/3757] lr: 2.000e-02, eta: 2 days, 13:08:58, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.6992, loss_cls: 2.3247, loss: 2.3247, grad_norm: 3.8796 2020-07-25 12:03:28,966 - mmaction - INFO - Epoch [13][1540/3757] lr: 2.000e-02, eta: 2 days, 13:08:40, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.9555 2020-07-25 12:03:41,638 - mmaction - INFO - Epoch [13][1560/3757] lr: 2.000e-02, eta: 2 days, 13:08:22, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.3822, loss: 2.3822, grad_norm: 4.0946 2020-07-25 12:03:55,059 - mmaction - INFO - Epoch [13][1580/3757] lr: 2.000e-02, eta: 2 days, 13:08:09, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2500, loss: 2.2500, grad_norm: 3.7618 2020-07-25 12:04:08,818 - mmaction - INFO - Epoch [13][1600/3757] lr: 2.000e-02, eta: 2 days, 13:07:58, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7141, loss_cls: 2.3457, loss: 2.3457, grad_norm: 3.9388 2020-07-25 12:04:22,419 - mmaction - INFO - Epoch [13][1620/3757] lr: 2.000e-02, eta: 2 days, 13:07:46, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3685, loss: 2.3685, grad_norm: 4.0049 2020-07-25 12:04:35,994 - mmaction - INFO - Epoch [13][1640/3757] lr: 2.000e-02, eta: 2 days, 13:07:35, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3238, loss: 2.3238, grad_norm: 3.7531 2020-07-25 12:04:49,684 - mmaction - INFO - Epoch [13][1660/3757] lr: 2.000e-02, eta: 2 days, 13:07:23, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6977, loss_cls: 2.4588, loss: 2.4588, grad_norm: 3.9876 2020-07-25 12:05:03,892 - mmaction - INFO - Epoch [13][1680/3757] lr: 2.000e-02, eta: 2 days, 13:07:16, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3447, loss: 2.3447, grad_norm: 3.7785 2020-07-25 12:05:16,321 - mmaction - INFO - Epoch [13][1700/3757] lr: 2.000e-02, eta: 2 days, 13:06:56, time: 0.621, data_time: 0.002, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.3815, loss: 2.3815, grad_norm: 3.8019 2020-07-25 12:05:29,406 - mmaction - INFO - Epoch [13][1720/3757] lr: 2.000e-02, eta: 2 days, 13:06:40, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4007, loss: 2.4007, grad_norm: 4.0466 2020-07-25 12:05:42,273 - mmaction - INFO - Epoch [13][1740/3757] lr: 2.000e-02, eta: 2 days, 13:06:23, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3486, loss: 2.3486, grad_norm: 3.9041 2020-07-25 12:05:55,050 - mmaction - INFO - Epoch [13][1760/3757] lr: 2.000e-02, eta: 2 days, 13:06:06, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4336, top5_acc: 0.7016, loss_cls: 2.4409, loss: 2.4409, grad_norm: 4.0062 2020-07-25 12:06:08,532 - mmaction - INFO - Epoch [13][1780/3757] lr: 2.000e-02, eta: 2 days, 13:05:53, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.4369, loss: 2.4369, grad_norm: 3.8996 2020-07-25 12:06:21,335 - mmaction - INFO - Epoch [13][1800/3757] lr: 2.000e-02, eta: 2 days, 13:05:35, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.6911 2020-07-25 12:06:34,044 - mmaction - INFO - Epoch [13][1820/3757] lr: 2.000e-02, eta: 2 days, 13:05:18, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4142, loss: 2.4142, grad_norm: 3.8640 2020-07-25 12:06:47,307 - mmaction - INFO - Epoch [13][1840/3757] lr: 2.000e-02, eta: 2 days, 13:05:03, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4032, loss: 2.4032, grad_norm: 3.8514 2020-07-25 12:06:59,957 - mmaction - INFO - Epoch [13][1860/3757] lr: 2.000e-02, eta: 2 days, 13:04:45, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7172, loss_cls: 2.3859, loss: 2.3859, grad_norm: 3.8979 2020-07-25 12:07:12,952 - mmaction - INFO - Epoch [13][1880/3757] lr: 2.000e-02, eta: 2 days, 13:04:29, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.4140, loss: 2.4140, grad_norm: 3.9556 2020-07-25 12:07:26,826 - mmaction - INFO - Epoch [13][1900/3757] lr: 2.000e-02, eta: 2 days, 13:04:19, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3641, loss: 2.3641, grad_norm: 3.8435 2020-07-25 12:07:39,431 - mmaction - INFO - Epoch [13][1920/3757] lr: 2.000e-02, eta: 2 days, 13:04:00, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4383, top5_acc: 0.7055, loss_cls: 2.4072, loss: 2.4072, grad_norm: 3.8923 2020-07-25 12:07:52,191 - mmaction - INFO - Epoch [13][1940/3757] lr: 2.000e-02, eta: 2 days, 13:03:42, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.4042, loss: 2.4042, grad_norm: 3.8637 2020-07-25 12:08:05,901 - mmaction - INFO - Epoch [13][1960/3757] lr: 2.000e-02, eta: 2 days, 13:03:32, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.8602 2020-07-25 12:08:19,204 - mmaction - INFO - Epoch [13][1980/3757] lr: 2.000e-02, eta: 2 days, 13:03:17, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.8183 2020-07-25 12:08:31,829 - mmaction - INFO - Epoch [13][2000/3757] lr: 2.000e-02, eta: 2 days, 13:02:59, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4299, loss: 2.4299, grad_norm: 3.8431 2020-07-25 12:08:45,612 - mmaction - INFO - Epoch [13][2020/3757] lr: 2.000e-02, eta: 2 days, 13:02:48, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4690, loss: 2.4690, grad_norm: 3.9120 2020-07-25 12:08:58,178 - mmaction - INFO - Epoch [13][2040/3757] lr: 2.000e-02, eta: 2 days, 13:02:30, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3398, loss: 2.3398, grad_norm: 3.7699 2020-07-25 12:09:11,241 - mmaction - INFO - Epoch [13][2060/3757] lr: 2.000e-02, eta: 2 days, 13:02:14, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3773, loss: 2.3773, grad_norm: 3.8895 2020-07-25 12:09:25,001 - mmaction - INFO - Epoch [13][2080/3757] lr: 2.000e-02, eta: 2 days, 13:02:03, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7117, loss_cls: 2.3801, loss: 2.3801, grad_norm: 3.7716 2020-07-25 12:09:38,257 - mmaction - INFO - Epoch [13][2100/3757] lr: 2.000e-02, eta: 2 days, 13:01:49, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.3741, loss: 2.3741, grad_norm: 3.8033 2020-07-25 12:09:51,027 - mmaction - INFO - Epoch [13][2120/3757] lr: 2.000e-02, eta: 2 days, 13:01:31, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7266, loss_cls: 2.3125, loss: 2.3125, grad_norm: 3.9577 2020-07-25 12:10:05,472 - mmaction - INFO - Epoch [13][2140/3757] lr: 2.000e-02, eta: 2 days, 13:01:25, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3070, loss: 2.3070, grad_norm: 3.7485 2020-07-25 12:10:18,543 - mmaction - INFO - Epoch [13][2160/3757] lr: 2.000e-02, eta: 2 days, 13:01:10, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.4510, loss: 2.4510, grad_norm: 3.8502 2020-07-25 12:10:32,126 - mmaction - INFO - Epoch [13][2180/3757] lr: 2.000e-02, eta: 2 days, 13:00:58, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6773, loss_cls: 2.4756, loss: 2.4756, grad_norm: 3.8601 2020-07-25 12:10:45,405 - mmaction - INFO - Epoch [13][2200/3757] lr: 2.000e-02, eta: 2 days, 13:00:44, time: 0.667, data_time: 0.009, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.3339, loss: 2.3339, grad_norm: 3.8571 2020-07-25 12:10:58,913 - mmaction - INFO - Epoch [13][2220/3757] lr: 2.000e-02, eta: 2 days, 13:00:31, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6867, loss_cls: 2.4471, loss: 2.4471, grad_norm: 3.8861 2020-07-25 12:11:12,220 - mmaction - INFO - Epoch [13][2240/3757] lr: 2.000e-02, eta: 2 days, 13:00:18, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4233, loss: 2.4233, grad_norm: 3.6806 2020-07-25 12:11:24,792 - mmaction - INFO - Epoch [13][2260/3757] lr: 2.000e-02, eta: 2 days, 12:59:59, time: 0.629, data_time: 0.002, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3985, loss: 2.3985, grad_norm: 3.7849 2020-07-25 12:11:37,537 - mmaction - INFO - Epoch [13][2280/3757] lr: 2.000e-02, eta: 2 days, 12:59:41, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.3020, loss: 2.3020, grad_norm: 3.8781 2020-07-25 12:11:51,307 - mmaction - INFO - Epoch [13][2300/3757] lr: 2.000e-02, eta: 2 days, 12:59:30, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3676, loss: 2.3676, grad_norm: 3.7584 2020-07-25 12:12:04,174 - mmaction - INFO - Epoch [13][2320/3757] lr: 2.000e-02, eta: 2 days, 12:59:13, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7219, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.8591 2020-07-25 12:12:17,435 - mmaction - INFO - Epoch [13][2340/3757] lr: 2.000e-02, eta: 2 days, 12:58:59, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7148, loss_cls: 2.3890, loss: 2.3890, grad_norm: 3.7828 2020-07-25 12:12:30,089 - mmaction - INFO - Epoch [13][2360/3757] lr: 2.000e-02, eta: 2 days, 12:58:41, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2593, loss: 2.2593, grad_norm: 3.8171 2020-07-25 12:12:42,845 - mmaction - INFO - Epoch [13][2380/3757] lr: 2.000e-02, eta: 2 days, 12:58:23, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.4830, loss: 2.4830, grad_norm: 3.8544 2020-07-25 12:12:55,901 - mmaction - INFO - Epoch [13][2400/3757] lr: 2.000e-02, eta: 2 days, 12:58:07, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.4084, loss: 2.4084, grad_norm: 3.8861 2020-07-25 12:13:08,826 - mmaction - INFO - Epoch [13][2420/3757] lr: 2.000e-02, eta: 2 days, 12:57:51, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3650, loss: 2.3650, grad_norm: 3.8465 2020-07-25 12:13:22,327 - mmaction - INFO - Epoch [13][2440/3757] lr: 2.000e-02, eta: 2 days, 12:57:38, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3127, loss: 2.3127, grad_norm: 3.8806 2020-07-25 12:13:34,921 - mmaction - INFO - Epoch [13][2460/3757] lr: 2.000e-02, eta: 2 days, 12:57:20, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6867, loss_cls: 2.4280, loss: 2.4280, grad_norm: 3.9576 2020-07-25 12:13:47,731 - mmaction - INFO - Epoch [13][2480/3757] lr: 2.000e-02, eta: 2 days, 12:57:03, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4589, loss: 2.4589, grad_norm: 3.8025 2020-07-25 12:14:00,440 - mmaction - INFO - Epoch [13][2500/3757] lr: 2.000e-02, eta: 2 days, 12:56:45, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.2935, loss: 2.2935, grad_norm: 3.8380 2020-07-25 12:14:13,259 - mmaction - INFO - Epoch [13][2520/3757] lr: 2.000e-02, eta: 2 days, 12:56:27, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4336, top5_acc: 0.7055, loss_cls: 2.3842, loss: 2.3842, grad_norm: 3.8950 2020-07-25 12:14:27,049 - mmaction - INFO - Epoch [13][2540/3757] lr: 2.000e-02, eta: 2 days, 12:56:17, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7492, loss_cls: 2.1965, loss: 2.1965, grad_norm: 3.9889 2020-07-25 12:14:39,784 - mmaction - INFO - Epoch [13][2560/3757] lr: 2.000e-02, eta: 2 days, 12:55:59, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.7987 2020-07-25 12:14:53,897 - mmaction - INFO - Epoch [13][2580/3757] lr: 2.000e-02, eta: 2 days, 12:55:51, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4150, loss: 2.4150, grad_norm: 3.8126 2020-07-25 12:15:06,574 - mmaction - INFO - Epoch [13][2600/3757] lr: 2.000e-02, eta: 2 days, 12:55:32, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3504, loss: 2.3504, grad_norm: 3.8677 2020-07-25 12:15:20,662 - mmaction - INFO - Epoch [13][2620/3757] lr: 2.000e-02, eta: 2 days, 12:55:24, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3399, loss: 2.3399, grad_norm: 3.9760 2020-07-25 12:15:33,180 - mmaction - INFO - Epoch [13][2640/3757] lr: 2.000e-02, eta: 2 days, 12:55:05, time: 0.624, data_time: 0.004, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.3671, loss: 2.3671, grad_norm: 3.9861 2020-07-25 12:15:46,681 - mmaction - INFO - Epoch [13][2660/3757] lr: 2.000e-02, eta: 2 days, 12:54:53, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4060, loss: 2.4060, grad_norm: 3.9408 2020-07-25 12:15:59,445 - mmaction - INFO - Epoch [13][2680/3757] lr: 2.000e-02, eta: 2 days, 12:54:35, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.7881 2020-07-25 12:16:12,452 - mmaction - INFO - Epoch [13][2700/3757] lr: 2.000e-02, eta: 2 days, 12:54:19, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.4367, loss: 2.4367, grad_norm: 3.8100 2020-07-25 12:16:25,788 - mmaction - INFO - Epoch [13][2720/3757] lr: 2.000e-02, eta: 2 days, 12:54:05, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7125, loss_cls: 2.4050, loss: 2.4050, grad_norm: 3.7755 2020-07-25 12:16:38,682 - mmaction - INFO - Epoch [13][2740/3757] lr: 2.000e-02, eta: 2 days, 12:53:49, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3837, loss: 2.3837, grad_norm: 3.8120 2020-07-25 12:16:52,704 - mmaction - INFO - Epoch [13][2760/3757] lr: 2.000e-02, eta: 2 days, 12:53:39, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.3950, loss: 2.3950, grad_norm: 3.7432 2020-07-25 12:17:05,322 - mmaction - INFO - Epoch [13][2780/3757] lr: 2.000e-02, eta: 2 days, 12:53:21, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4383, loss: 2.4383, grad_norm: 3.8240 2020-07-25 12:17:18,060 - mmaction - INFO - Epoch [13][2800/3757] lr: 2.000e-02, eta: 2 days, 12:53:03, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4430, loss: 2.4430, grad_norm: 3.7352 2020-07-25 12:17:30,907 - mmaction - INFO - Epoch [13][2820/3757] lr: 2.000e-02, eta: 2 days, 12:52:47, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4853, loss: 2.4853, grad_norm: 3.9048 2020-07-25 12:17:44,862 - mmaction - INFO - Epoch [13][2840/3757] lr: 2.000e-02, eta: 2 days, 12:52:37, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7203, loss_cls: 2.3289, loss: 2.3289, grad_norm: 3.8449 2020-07-25 12:17:57,524 - mmaction - INFO - Epoch [13][2860/3757] lr: 2.000e-02, eta: 2 days, 12:52:19, time: 0.638, data_time: 0.009, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.4084, loss: 2.4084, grad_norm: 4.2524 2020-07-25 12:18:10,424 - mmaction - INFO - Epoch [13][2880/3757] lr: 2.000e-02, eta: 2 days, 12:52:02, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3647, loss: 2.3647, grad_norm: 3.9068 2020-07-25 12:18:23,043 - mmaction - INFO - Epoch [13][2900/3757] lr: 2.000e-02, eta: 2 days, 12:51:44, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4040, loss: 2.4040, grad_norm: 3.8463 2020-07-25 12:18:36,690 - mmaction - INFO - Epoch [13][2920/3757] lr: 2.000e-02, eta: 2 days, 12:51:32, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4313, top5_acc: 0.6945, loss_cls: 2.3975, loss: 2.3975, grad_norm: 3.9915 2020-07-25 12:18:49,595 - mmaction - INFO - Epoch [13][2940/3757] lr: 2.000e-02, eta: 2 days, 12:51:16, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.3403, loss: 2.3403, grad_norm: 3.9734 2020-07-25 12:19:02,763 - mmaction - INFO - Epoch [13][2960/3757] lr: 2.000e-02, eta: 2 days, 12:51:01, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3837, loss: 2.3837, grad_norm: 3.8506 2020-07-25 12:19:16,159 - mmaction - INFO - Epoch [13][2980/3757] lr: 2.000e-02, eta: 2 days, 12:50:48, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3778, loss: 2.3778, grad_norm: 4.0142 2020-07-25 12:19:29,975 - mmaction - INFO - Epoch [13][3000/3757] lr: 2.000e-02, eta: 2 days, 12:50:38, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6945, loss_cls: 2.4660, loss: 2.4660, grad_norm: 3.8194 2020-07-25 12:19:43,427 - mmaction - INFO - Epoch [13][3020/3757] lr: 2.000e-02, eta: 2 days, 12:50:25, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6977, loss_cls: 2.4555, loss: 2.4555, grad_norm: 3.9387 2020-07-25 12:19:56,254 - mmaction - INFO - Epoch [13][3040/3757] lr: 2.000e-02, eta: 2 days, 12:50:07, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.4017, loss: 2.4017, grad_norm: 3.8383 2020-07-25 12:20:09,905 - mmaction - INFO - Epoch [13][3060/3757] lr: 2.000e-02, eta: 2 days, 12:49:56, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.4058, loss: 2.4058, grad_norm: 3.7056 2020-07-25 12:20:23,490 - mmaction - INFO - Epoch [13][3080/3757] lr: 2.000e-02, eta: 2 days, 12:49:44, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3465, loss: 2.3465, grad_norm: 3.8152 2020-07-25 12:20:36,212 - mmaction - INFO - Epoch [13][3100/3757] lr: 2.000e-02, eta: 2 days, 12:49:26, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7008, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.9358 2020-07-25 12:20:49,358 - mmaction - INFO - Epoch [13][3120/3757] lr: 2.000e-02, eta: 2 days, 12:49:12, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.3691, loss: 2.3691, grad_norm: 3.9259 2020-07-25 12:21:02,156 - mmaction - INFO - Epoch [13][3140/3757] lr: 2.000e-02, eta: 2 days, 12:48:54, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7203, loss_cls: 2.3354, loss: 2.3354, grad_norm: 3.8328 2020-07-25 12:21:15,829 - mmaction - INFO - Epoch [13][3160/3757] lr: 2.000e-02, eta: 2 days, 12:48:43, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7070, loss_cls: 2.3269, loss: 2.3269, grad_norm: 3.7954 2020-07-25 12:21:28,617 - mmaction - INFO - Epoch [13][3180/3757] lr: 2.000e-02, eta: 2 days, 12:48:25, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.8695 2020-07-25 12:21:41,252 - mmaction - INFO - Epoch [13][3200/3757] lr: 2.000e-02, eta: 2 days, 12:48:07, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4408, loss: 2.4408, grad_norm: 3.9605 2020-07-25 12:21:54,687 - mmaction - INFO - Epoch [13][3220/3757] lr: 2.000e-02, eta: 2 days, 12:47:54, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.7178 2020-07-25 12:22:07,648 - mmaction - INFO - Epoch [13][3240/3757] lr: 2.000e-02, eta: 2 days, 12:47:38, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4149, loss: 2.4149, grad_norm: 3.9209 2020-07-25 12:22:20,295 - mmaction - INFO - Epoch [13][3260/3757] lr: 2.000e-02, eta: 2 days, 12:47:20, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3248, loss: 2.3248, grad_norm: 3.9580 2020-07-25 12:22:33,150 - mmaction - INFO - Epoch [13][3280/3757] lr: 2.000e-02, eta: 2 days, 12:47:03, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4297, top5_acc: 0.6937, loss_cls: 2.4510, loss: 2.4510, grad_norm: 3.9147 2020-07-25 12:22:46,420 - mmaction - INFO - Epoch [13][3300/3757] lr: 2.000e-02, eta: 2 days, 12:46:49, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7188, loss_cls: 2.3708, loss: 2.3708, grad_norm: 3.8968 2020-07-25 12:22:59,910 - mmaction - INFO - Epoch [13][3320/3757] lr: 2.000e-02, eta: 2 days, 12:46:37, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3442, loss: 2.3442, grad_norm: 3.8636 2020-07-25 12:23:12,819 - mmaction - INFO - Epoch [13][3340/3757] lr: 2.000e-02, eta: 2 days, 12:46:19, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7039, loss_cls: 2.4009, loss: 2.4009, grad_norm: 3.8438 2020-07-25 12:23:26,366 - mmaction - INFO - Epoch [13][3360/3757] lr: 2.000e-02, eta: 2 days, 12:46:08, time: 0.683, data_time: 0.009, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6961, loss_cls: 2.4892, loss: 2.4892, grad_norm: 3.9265 2020-07-25 12:23:40,261 - mmaction - INFO - Epoch [13][3380/3757] lr: 2.000e-02, eta: 2 days, 12:45:58, time: 0.695, data_time: 0.003, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.8705 2020-07-25 12:23:53,056 - mmaction - INFO - Epoch [13][3400/3757] lr: 2.000e-02, eta: 2 days, 12:45:40, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.4190, loss: 2.4190, grad_norm: 4.0924 2020-07-25 12:24:06,951 - mmaction - INFO - Epoch [13][3420/3757] lr: 2.000e-02, eta: 2 days, 12:45:31, time: 0.699, data_time: 0.009, memory: 7079, top1_acc: 0.4344, top5_acc: 0.7023, loss_cls: 2.4173, loss: 2.4173, grad_norm: 3.8701 2020-07-25 12:24:19,673 - mmaction - INFO - Epoch [13][3440/3757] lr: 2.000e-02, eta: 2 days, 12:45:13, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7266, loss_cls: 2.3452, loss: 2.3452, grad_norm: 3.9570 2020-07-25 12:24:33,071 - mmaction - INFO - Epoch [13][3460/3757] lr: 2.000e-02, eta: 2 days, 12:45:00, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.8421 2020-07-25 12:24:46,261 - mmaction - INFO - Epoch [13][3480/3757] lr: 2.000e-02, eta: 2 days, 12:44:45, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.3427, loss: 2.3427, grad_norm: 3.8505 2020-07-25 12:24:59,200 - mmaction - INFO - Epoch [13][3500/3757] lr: 2.000e-02, eta: 2 days, 12:44:29, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4258, loss: 2.4258, grad_norm: 3.7675 2020-07-25 12:25:12,483 - mmaction - INFO - Epoch [13][3520/3757] lr: 2.000e-02, eta: 2 days, 12:44:15, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3487, loss: 2.3487, grad_norm: 3.7158 2020-07-25 12:25:26,038 - mmaction - INFO - Epoch [13][3540/3757] lr: 2.000e-02, eta: 2 days, 12:44:03, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7023, loss_cls: 2.3850, loss: 2.3850, grad_norm: 3.8428 2020-07-25 12:25:39,589 - mmaction - INFO - Epoch [13][3560/3757] lr: 2.000e-02, eta: 2 days, 12:43:51, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3883, loss: 2.3883, grad_norm: 3.8876 2020-07-25 12:25:52,360 - mmaction - INFO - Epoch [13][3580/3757] lr: 2.000e-02, eta: 2 days, 12:43:34, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3637, loss: 2.3637, grad_norm: 3.8105 2020-07-25 12:26:04,970 - mmaction - INFO - Epoch [13][3600/3757] lr: 2.000e-02, eta: 2 days, 12:43:15, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3396, loss: 2.3396, grad_norm: 3.9396 2020-07-25 12:26:18,860 - mmaction - INFO - Epoch [13][3620/3757] lr: 2.000e-02, eta: 2 days, 12:43:05, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3804, loss: 2.3804, grad_norm: 3.9132 2020-07-25 12:26:31,486 - mmaction - INFO - Epoch [13][3640/3757] lr: 2.000e-02, eta: 2 days, 12:42:47, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4438, loss: 2.4438, grad_norm: 3.9151 2020-07-25 12:26:44,730 - mmaction - INFO - Epoch [13][3660/3757] lr: 2.000e-02, eta: 2 days, 12:42:32, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.9865 2020-07-25 12:26:57,533 - mmaction - INFO - Epoch [13][3680/3757] lr: 2.000e-02, eta: 2 days, 12:42:15, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6992, loss_cls: 2.4434, loss: 2.4434, grad_norm: 3.9887 2020-07-25 12:27:10,399 - mmaction - INFO - Epoch [13][3700/3757] lr: 2.000e-02, eta: 2 days, 12:41:58, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4829, loss: 2.4829, grad_norm: 3.8127 2020-07-25 12:27:23,707 - mmaction - INFO - Epoch [13][3720/3757] lr: 2.000e-02, eta: 2 days, 12:41:45, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.4189, loss: 2.4189, grad_norm: 3.8942 2020-07-25 12:27:36,883 - mmaction - INFO - Epoch [13][3740/3757] lr: 2.000e-02, eta: 2 days, 12:41:30, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.4031, loss: 2.4031, grad_norm: 3.7677 2020-07-25 12:27:48,447 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-07-25 12:28:13,647 - mmaction - INFO - Epoch [14][20/3757] lr: 2.000e-02, eta: 2 days, 12:40:55, time: 1.164, data_time: 0.533, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.6519 2020-07-25 12:28:25,809 - mmaction - INFO - Epoch [14][40/3757] lr: 2.000e-02, eta: 2 days, 12:40:34, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7102, loss_cls: 2.3340, loss: 2.3340, grad_norm: 3.7566 2020-07-25 12:28:38,261 - mmaction - INFO - Epoch [14][60/3757] lr: 2.000e-02, eta: 2 days, 12:40:14, time: 0.620, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.8104 2020-07-25 12:28:51,292 - mmaction - INFO - Epoch [14][80/3757] lr: 2.000e-02, eta: 2 days, 12:39:59, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.4140, loss: 2.4140, grad_norm: 3.8746 2020-07-25 12:29:03,820 - mmaction - INFO - Epoch [14][100/3757] lr: 2.000e-02, eta: 2 days, 12:39:40, time: 0.623, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7203, loss_cls: 2.3997, loss: 2.3997, grad_norm: 3.8406 2020-07-25 12:29:17,037 - mmaction - INFO - Epoch [14][120/3757] lr: 2.000e-02, eta: 2 days, 12:39:26, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7117, loss_cls: 2.3485, loss: 2.3485, grad_norm: 3.8753 2020-07-25 12:29:30,748 - mmaction - INFO - Epoch [14][140/3757] lr: 2.000e-02, eta: 2 days, 12:39:14, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.9268 2020-07-25 12:29:43,963 - mmaction - INFO - Epoch [14][160/3757] lr: 2.000e-02, eta: 2 days, 12:39:00, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3304, loss: 2.3304, grad_norm: 3.8083 2020-07-25 12:29:56,747 - mmaction - INFO - Epoch [14][180/3757] lr: 2.000e-02, eta: 2 days, 12:38:43, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3441, loss: 2.3441, grad_norm: 3.8717 2020-07-25 12:30:10,030 - mmaction - INFO - Epoch [14][200/3757] lr: 2.000e-02, eta: 2 days, 12:38:29, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3379, loss: 2.3379, grad_norm: 3.9225 2020-07-25 12:30:23,255 - mmaction - INFO - Epoch [14][220/3757] lr: 2.000e-02, eta: 2 days, 12:38:15, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.9006 2020-07-25 12:30:36,406 - mmaction - INFO - Epoch [14][240/3757] lr: 2.000e-02, eta: 2 days, 12:37:59, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.2786, loss: 2.2786, grad_norm: 3.7428 2020-07-25 12:30:49,305 - mmaction - INFO - Epoch [14][260/3757] lr: 2.000e-02, eta: 2 days, 12:37:43, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3343, loss: 2.3343, grad_norm: 3.8354 2020-07-25 12:31:02,047 - mmaction - INFO - Epoch [14][280/3757] lr: 2.000e-02, eta: 2 days, 12:37:26, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7320, loss_cls: 2.2522, loss: 2.2522, grad_norm: 3.8986 2020-07-25 12:31:15,663 - mmaction - INFO - Epoch [14][300/3757] lr: 2.000e-02, eta: 2 days, 12:37:14, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.2991, loss: 2.2991, grad_norm: 3.7552 2020-07-25 12:31:28,134 - mmaction - INFO - Epoch [14][320/3757] lr: 2.000e-02, eta: 2 days, 12:36:55, time: 0.624, data_time: 0.003, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.9610 2020-07-25 12:31:40,995 - mmaction - INFO - Epoch [14][340/3757] lr: 2.000e-02, eta: 2 days, 12:36:38, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.8414 2020-07-25 12:31:54,073 - mmaction - INFO - Epoch [14][360/3757] lr: 2.000e-02, eta: 2 days, 12:36:23, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3026, loss: 2.3026, grad_norm: 4.0157 2020-07-25 12:32:08,156 - mmaction - INFO - Epoch [14][380/3757] lr: 2.000e-02, eta: 2 days, 12:36:14, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.9374 2020-07-25 12:32:21,493 - mmaction - INFO - Epoch [14][400/3757] lr: 2.000e-02, eta: 2 days, 12:36:01, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.2950, loss: 2.2950, grad_norm: 3.9044 2020-07-25 12:32:35,529 - mmaction - INFO - Epoch [14][420/3757] lr: 2.000e-02, eta: 2 days, 12:35:51, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.9621 2020-07-25 12:32:49,026 - mmaction - INFO - Epoch [14][440/3757] lr: 2.000e-02, eta: 2 days, 12:35:39, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.3736, loss: 2.3736, grad_norm: 3.7880 2020-07-25 12:33:02,646 - mmaction - INFO - Epoch [14][460/3757] lr: 2.000e-02, eta: 2 days, 12:35:27, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.3062, loss: 2.3062, grad_norm: 3.8787 2020-07-25 12:33:15,392 - mmaction - INFO - Epoch [14][480/3757] lr: 2.000e-02, eta: 2 days, 12:35:10, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2869, loss: 2.2869, grad_norm: 3.8902 2020-07-25 12:33:28,149 - mmaction - INFO - Epoch [14][500/3757] lr: 2.000e-02, eta: 2 days, 12:34:53, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.8836 2020-07-25 12:33:41,491 - mmaction - INFO - Epoch [14][520/3757] lr: 2.000e-02, eta: 2 days, 12:34:39, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2919, loss: 2.2919, grad_norm: 3.9194 2020-07-25 12:33:54,230 - mmaction - INFO - Epoch [14][540/3757] lr: 2.000e-02, eta: 2 days, 12:34:21, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.8148 2020-07-25 12:34:07,677 - mmaction - INFO - Epoch [14][560/3757] lr: 2.000e-02, eta: 2 days, 12:34:09, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3865, loss: 2.3865, grad_norm: 4.0382 2020-07-25 12:34:20,362 - mmaction - INFO - Epoch [14][580/3757] lr: 2.000e-02, eta: 2 days, 12:33:51, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.8961 2020-07-25 12:34:33,096 - mmaction - INFO - Epoch [14][600/3757] lr: 2.000e-02, eta: 2 days, 12:33:33, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2815, loss: 2.2815, grad_norm: 3.9310 2020-07-25 12:34:46,268 - mmaction - INFO - Epoch [14][620/3757] lr: 2.000e-02, eta: 2 days, 12:33:19, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.8415 2020-07-25 12:34:59,007 - mmaction - INFO - Epoch [14][640/3757] lr: 2.000e-02, eta: 2 days, 12:33:01, time: 0.638, data_time: 0.002, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.8459 2020-07-25 12:35:12,484 - mmaction - INFO - Epoch [14][660/3757] lr: 2.000e-02, eta: 2 days, 12:32:48, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3629, loss: 2.3629, grad_norm: 3.9716 2020-07-25 12:35:25,247 - mmaction - INFO - Epoch [14][680/3757] lr: 2.000e-02, eta: 2 days, 12:32:31, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2925, loss: 2.2925, grad_norm: 3.7458 2020-07-25 12:35:38,642 - mmaction - INFO - Epoch [14][700/3757] lr: 2.000e-02, eta: 2 days, 12:32:18, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3733, loss: 2.3733, grad_norm: 4.1132 2020-07-25 12:35:51,480 - mmaction - INFO - Epoch [14][720/3757] lr: 2.000e-02, eta: 2 days, 12:32:01, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7008, loss_cls: 2.3798, loss: 2.3798, grad_norm: 3.9599 2020-07-25 12:36:04,399 - mmaction - INFO - Epoch [14][740/3757] lr: 2.000e-02, eta: 2 days, 12:31:45, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3478, loss: 2.3478, grad_norm: 3.8649 2020-07-25 12:36:17,410 - mmaction - INFO - Epoch [14][760/3757] lr: 2.000e-02, eta: 2 days, 12:31:29, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.2188, loss: 2.2188, grad_norm: 3.8639 2020-07-25 12:36:30,314 - mmaction - INFO - Epoch [14][780/3757] lr: 2.000e-02, eta: 2 days, 12:31:13, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3003, loss: 2.3003, grad_norm: 4.0155 2020-07-25 12:36:42,971 - mmaction - INFO - Epoch [14][800/3757] lr: 2.000e-02, eta: 2 days, 12:30:55, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.3201, loss: 2.3201, grad_norm: 3.9404 2020-07-25 12:36:55,710 - mmaction - INFO - Epoch [14][820/3757] lr: 2.000e-02, eta: 2 days, 12:30:38, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7289, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.9780 2020-07-25 12:37:08,497 - mmaction - INFO - Epoch [14][840/3757] lr: 2.000e-02, eta: 2 days, 12:30:20, time: 0.639, data_time: 0.002, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7367, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.9085 2020-07-25 12:37:21,587 - mmaction - INFO - Epoch [14][860/3757] lr: 2.000e-02, eta: 2 days, 12:30:05, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3072, loss: 2.3072, grad_norm: 3.8630 2020-07-25 12:37:34,493 - mmaction - INFO - Epoch [14][880/3757] lr: 2.000e-02, eta: 2 days, 12:29:49, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.5238, loss: 2.5238, grad_norm: 3.8826 2020-07-25 12:37:47,281 - mmaction - INFO - Epoch [14][900/3757] lr: 2.000e-02, eta: 2 days, 12:29:32, time: 0.639, data_time: 0.002, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.3236, loss: 2.3236, grad_norm: 3.8184 2020-07-25 12:38:00,918 - mmaction - INFO - Epoch [14][920/3757] lr: 2.000e-02, eta: 2 days, 12:29:20, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2757, loss: 2.2757, grad_norm: 4.0300 2020-07-25 12:38:13,435 - mmaction - INFO - Epoch [14][940/3757] lr: 2.000e-02, eta: 2 days, 12:29:01, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.3135, loss: 2.3135, grad_norm: 3.8649 2020-07-25 12:38:26,228 - mmaction - INFO - Epoch [14][960/3757] lr: 2.000e-02, eta: 2 days, 12:28:44, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6914, loss_cls: 2.4418, loss: 2.4418, grad_norm: 3.9023 2020-07-25 12:38:39,298 - mmaction - INFO - Epoch [14][980/3757] lr: 2.000e-02, eta: 2 days, 12:28:29, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.3312, loss: 2.3312, grad_norm: 3.9829 2020-07-25 12:38:52,156 - mmaction - INFO - Epoch [14][1000/3757] lr: 2.000e-02, eta: 2 days, 12:28:12, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7258, loss_cls: 2.3354, loss: 2.3354, grad_norm: 3.8715 2020-07-25 12:39:05,089 - mmaction - INFO - Epoch [14][1020/3757] lr: 2.000e-02, eta: 2 days, 12:27:56, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3197, loss: 2.3197, grad_norm: 3.8531 2020-07-25 12:39:19,041 - mmaction - INFO - Epoch [14][1040/3757] lr: 2.000e-02, eta: 2 days, 12:27:47, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.9463 2020-07-25 12:39:32,797 - mmaction - INFO - Epoch [14][1060/3757] lr: 2.000e-02, eta: 2 days, 12:27:36, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7195, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.6918 2020-07-25 12:39:45,854 - mmaction - INFO - Epoch [14][1080/3757] lr: 2.000e-02, eta: 2 days, 12:27:21, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.3794, loss: 2.3794, grad_norm: 4.0803 2020-07-25 12:40:00,069 - mmaction - INFO - Epoch [14][1100/3757] lr: 2.000e-02, eta: 2 days, 12:27:13, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7359, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8419 2020-07-25 12:40:12,839 - mmaction - INFO - Epoch [14][1120/3757] lr: 2.000e-02, eta: 2 days, 12:26:56, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4283, loss: 2.4283, grad_norm: 3.8724 2020-07-25 12:40:26,435 - mmaction - INFO - Epoch [14][1140/3757] lr: 2.000e-02, eta: 2 days, 12:26:44, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.9078 2020-07-25 12:40:39,892 - mmaction - INFO - Epoch [14][1160/3757] lr: 2.000e-02, eta: 2 days, 12:26:31, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.9976 2020-07-25 12:40:52,721 - mmaction - INFO - Epoch [14][1180/3757] lr: 2.000e-02, eta: 2 days, 12:26:14, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7086, loss_cls: 2.3664, loss: 2.3664, grad_norm: 3.8537 2020-07-25 12:41:05,521 - mmaction - INFO - Epoch [14][1200/3757] lr: 2.000e-02, eta: 2 days, 12:25:57, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.8218 2020-07-25 12:41:18,385 - mmaction - INFO - Epoch [14][1220/3757] lr: 2.000e-02, eta: 2 days, 12:25:40, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.3964, loss: 2.3964, grad_norm: 3.9550 2020-07-25 12:41:31,825 - mmaction - INFO - Epoch [14][1240/3757] lr: 2.000e-02, eta: 2 days, 12:25:28, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.6961, loss_cls: 2.4426, loss: 2.4426, grad_norm: 3.7280 2020-07-25 12:41:45,232 - mmaction - INFO - Epoch [14][1260/3757] lr: 2.000e-02, eta: 2 days, 12:25:14, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3150, loss: 2.3150, grad_norm: 3.8293 2020-07-25 12:41:58,428 - mmaction - INFO - Epoch [14][1280/3757] lr: 2.000e-02, eta: 2 days, 12:25:00, time: 0.666, data_time: 0.009, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.3749, loss: 2.3749, grad_norm: 3.9131 2020-07-25 12:42:11,397 - mmaction - INFO - Epoch [14][1300/3757] lr: 2.000e-02, eta: 2 days, 12:24:44, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7242, loss_cls: 2.3333, loss: 2.3333, grad_norm: 3.8483 2020-07-25 12:42:24,944 - mmaction - INFO - Epoch [14][1320/3757] lr: 2.000e-02, eta: 2 days, 12:24:32, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.2802, loss: 2.2802, grad_norm: 4.0278 2020-07-25 12:42:37,511 - mmaction - INFO - Epoch [14][1340/3757] lr: 2.000e-02, eta: 2 days, 12:24:13, time: 0.625, data_time: 0.005, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7234, loss_cls: 2.3353, loss: 2.3353, grad_norm: 4.0200 2020-07-25 12:42:50,111 - mmaction - INFO - Epoch [14][1360/3757] lr: 2.000e-02, eta: 2 days, 12:23:55, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7031, loss_cls: 2.4249, loss: 2.4249, grad_norm: 3.8926 2020-07-25 12:43:03,830 - mmaction - INFO - Epoch [14][1380/3757] lr: 2.000e-02, eta: 2 days, 12:23:44, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.2648, loss: 2.2648, grad_norm: 3.9330 2020-07-25 12:43:17,025 - mmaction - INFO - Epoch [14][1400/3757] lr: 2.000e-02, eta: 2 days, 12:23:30, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.6930, loss_cls: 2.3747, loss: 2.3747, grad_norm: 3.8238 2020-07-25 12:43:29,806 - mmaction - INFO - Epoch [14][1420/3757] lr: 2.000e-02, eta: 2 days, 12:23:12, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.9338 2020-07-25 12:43:43,554 - mmaction - INFO - Epoch [14][1440/3757] lr: 2.000e-02, eta: 2 days, 12:23:02, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.9953 2020-07-25 12:43:57,166 - mmaction - INFO - Epoch [14][1460/3757] lr: 2.000e-02, eta: 2 days, 12:22:50, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.2968, loss: 2.2968, grad_norm: 3.7895 2020-07-25 12:44:10,142 - mmaction - INFO - Epoch [14][1480/3757] lr: 2.000e-02, eta: 2 days, 12:22:34, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.8979 2020-07-25 12:44:25,214 - mmaction - INFO - Epoch [14][1500/3757] lr: 2.000e-02, eta: 2 days, 12:22:32, time: 0.754, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.3276, loss: 2.3276, grad_norm: 3.7904 2020-07-25 12:44:37,865 - mmaction - INFO - Epoch [14][1520/3757] lr: 2.000e-02, eta: 2 days, 12:22:14, time: 0.628, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.2942, loss: 2.2942, grad_norm: 3.7983 2020-07-25 12:44:50,479 - mmaction - INFO - Epoch [14][1540/3757] lr: 2.000e-02, eta: 2 days, 12:21:56, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.3029, loss: 2.3029, grad_norm: 3.9118 2020-07-25 12:45:04,112 - mmaction - INFO - Epoch [14][1560/3757] lr: 2.000e-02, eta: 2 days, 12:21:44, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3736, loss: 2.3736, grad_norm: 3.8931 2020-07-25 12:45:17,480 - mmaction - INFO - Epoch [14][1580/3757] lr: 2.000e-02, eta: 2 days, 12:21:31, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2748, loss: 2.2748, grad_norm: 3.9122 2020-07-25 12:45:31,019 - mmaction - INFO - Epoch [14][1600/3757] lr: 2.000e-02, eta: 2 days, 12:21:19, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7023, loss_cls: 2.3758, loss: 2.3758, grad_norm: 3.8768 2020-07-25 12:45:44,039 - mmaction - INFO - Epoch [14][1620/3757] lr: 2.000e-02, eta: 2 days, 12:21:03, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7250, loss_cls: 2.2751, loss: 2.2751, grad_norm: 3.9201 2020-07-25 12:45:56,952 - mmaction - INFO - Epoch [14][1640/3757] lr: 2.000e-02, eta: 2 days, 12:20:47, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2973, loss: 2.2973, grad_norm: 3.9268 2020-07-25 12:46:09,699 - mmaction - INFO - Epoch [14][1660/3757] lr: 2.000e-02, eta: 2 days, 12:20:29, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7195, loss_cls: 2.3598, loss: 2.3598, grad_norm: 3.8479 2020-07-25 12:46:23,128 - mmaction - INFO - Epoch [14][1680/3757] lr: 2.000e-02, eta: 2 days, 12:20:17, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4656, loss: 2.4656, grad_norm: 3.7515 2020-07-25 12:46:36,161 - mmaction - INFO - Epoch [14][1700/3757] lr: 2.000e-02, eta: 2 days, 12:20:01, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.3340, loss: 2.3340, grad_norm: 3.7099 2020-07-25 12:46:49,463 - mmaction - INFO - Epoch [14][1720/3757] lr: 2.000e-02, eta: 2 days, 12:19:47, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3850, loss: 2.3850, grad_norm: 3.8812 2020-07-25 12:47:02,937 - mmaction - INFO - Epoch [14][1740/3757] lr: 2.000e-02, eta: 2 days, 12:19:35, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4433, loss: 2.4433, grad_norm: 3.7842 2020-07-25 12:47:17,096 - mmaction - INFO - Epoch [14][1760/3757] lr: 2.000e-02, eta: 2 days, 12:19:26, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.6883, loss_cls: 2.3779, loss: 2.3779, grad_norm: 3.7649 2020-07-25 12:47:30,197 - mmaction - INFO - Epoch [14][1780/3757] lr: 2.000e-02, eta: 2 days, 12:19:12, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.3287, loss: 2.3287, grad_norm: 3.8431 2020-07-25 12:47:43,841 - mmaction - INFO - Epoch [14][1800/3757] lr: 2.000e-02, eta: 2 days, 12:19:00, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4674, loss: 2.4674, grad_norm: 3.8235 2020-07-25 12:47:56,984 - mmaction - INFO - Epoch [14][1820/3757] lr: 2.000e-02, eta: 2 days, 12:18:45, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7070, loss_cls: 2.3547, loss: 2.3547, grad_norm: 3.8350 2020-07-25 12:48:10,136 - mmaction - INFO - Epoch [14][1840/3757] lr: 2.000e-02, eta: 2 days, 12:18:30, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7117, loss_cls: 2.3468, loss: 2.3468, grad_norm: 3.9174 2020-07-25 12:48:22,925 - mmaction - INFO - Epoch [14][1860/3757] lr: 2.000e-02, eta: 2 days, 12:18:14, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7273, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.8623 2020-07-25 12:48:36,119 - mmaction - INFO - Epoch [14][1880/3757] lr: 2.000e-02, eta: 2 days, 12:17:59, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.7994 2020-07-25 12:48:49,147 - mmaction - INFO - Epoch [14][1900/3757] lr: 2.000e-02, eta: 2 days, 12:17:44, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7133, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.8870 2020-07-25 12:49:02,103 - mmaction - INFO - Epoch [14][1920/3757] lr: 2.000e-02, eta: 2 days, 12:17:28, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.3738, loss: 2.3738, grad_norm: 3.9091 2020-07-25 12:49:15,649 - mmaction - INFO - Epoch [14][1940/3757] lr: 2.000e-02, eta: 2 days, 12:17:16, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.9894 2020-07-25 12:49:28,246 - mmaction - INFO - Epoch [14][1960/3757] lr: 2.000e-02, eta: 2 days, 12:16:57, time: 0.630, data_time: 0.002, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3115, loss: 2.3115, grad_norm: 3.9094 2020-07-25 12:49:41,147 - mmaction - INFO - Epoch [14][1980/3757] lr: 2.000e-02, eta: 2 days, 12:16:41, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.7319 2020-07-25 12:49:54,023 - mmaction - INFO - Epoch [14][2000/3757] lr: 2.000e-02, eta: 2 days, 12:16:25, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2992, loss: 2.2992, grad_norm: 3.9781 2020-07-25 12:50:07,666 - mmaction - INFO - Epoch [14][2020/3757] lr: 2.000e-02, eta: 2 days, 12:16:13, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.7507 2020-07-25 12:50:21,199 - mmaction - INFO - Epoch [14][2040/3757] lr: 2.000e-02, eta: 2 days, 12:16:01, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3714, loss: 2.3714, grad_norm: 4.0582 2020-07-25 12:50:34,648 - mmaction - INFO - Epoch [14][2060/3757] lr: 2.000e-02, eta: 2 days, 12:15:47, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4025, loss: 2.4025, grad_norm: 3.8544 2020-07-25 12:50:47,711 - mmaction - INFO - Epoch [14][2080/3757] lr: 2.000e-02, eta: 2 days, 12:15:33, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.3232, loss: 2.3232, grad_norm: 3.8561 2020-07-25 12:51:00,418 - mmaction - INFO - Epoch [14][2100/3757] lr: 2.000e-02, eta: 2 days, 12:15:15, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7102, loss_cls: 2.3779, loss: 2.3779, grad_norm: 3.8229 2020-07-25 12:51:14,047 - mmaction - INFO - Epoch [14][2120/3757] lr: 2.000e-02, eta: 2 days, 12:15:04, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3729, loss: 2.3729, grad_norm: 3.7586 2020-07-25 12:51:26,724 - mmaction - INFO - Epoch [14][2140/3757] lr: 2.000e-02, eta: 2 days, 12:14:46, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3468, loss: 2.3468, grad_norm: 3.9452 2020-07-25 12:51:40,320 - mmaction - INFO - Epoch [14][2160/3757] lr: 2.000e-02, eta: 2 days, 12:14:34, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.4027, loss: 2.4027, grad_norm: 3.8853 2020-07-25 12:51:54,137 - mmaction - INFO - Epoch [14][2180/3757] lr: 2.000e-02, eta: 2 days, 12:14:23, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.4425, loss: 2.4425, grad_norm: 3.9304 2020-07-25 12:52:07,466 - mmaction - INFO - Epoch [14][2200/3757] lr: 2.000e-02, eta: 2 days, 12:14:10, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.9316 2020-07-25 12:52:20,874 - mmaction - INFO - Epoch [14][2220/3757] lr: 2.000e-02, eta: 2 days, 12:13:56, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4289, top5_acc: 0.6898, loss_cls: 2.4493, loss: 2.4493, grad_norm: 3.9513 2020-07-25 12:52:33,943 - mmaction - INFO - Epoch [14][2240/3757] lr: 2.000e-02, eta: 2 days, 12:13:42, time: 0.660, data_time: 0.009, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7258, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.8623 2020-07-25 12:52:47,986 - mmaction - INFO - Epoch [14][2260/3757] lr: 2.000e-02, eta: 2 days, 12:13:33, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3315, loss: 2.3315, grad_norm: 4.0199 2020-07-25 12:53:01,135 - mmaction - INFO - Epoch [14][2280/3757] lr: 2.000e-02, eta: 2 days, 12:13:18, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.3563, loss: 2.3563, grad_norm: 3.8859 2020-07-25 12:53:14,658 - mmaction - INFO - Epoch [14][2300/3757] lr: 2.000e-02, eta: 2 days, 12:13:05, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.9135 2020-07-25 12:53:27,933 - mmaction - INFO - Epoch [14][2320/3757] lr: 2.000e-02, eta: 2 days, 12:12:52, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7063, loss_cls: 2.4385, loss: 2.4385, grad_norm: 4.0069 2020-07-25 12:53:41,152 - mmaction - INFO - Epoch [14][2340/3757] lr: 2.000e-02, eta: 2 days, 12:12:38, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.3403, loss: 2.3403, grad_norm: 3.9099 2020-07-25 12:53:53,748 - mmaction - INFO - Epoch [14][2360/3757] lr: 2.000e-02, eta: 2 days, 12:12:20, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3971, loss: 2.3971, grad_norm: 3.9675 2020-07-25 12:54:07,195 - mmaction - INFO - Epoch [14][2380/3757] lr: 2.000e-02, eta: 2 days, 12:12:07, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7141, loss_cls: 2.3911, loss: 2.3911, grad_norm: 3.8256 2020-07-25 12:54:19,939 - mmaction - INFO - Epoch [14][2400/3757] lr: 2.000e-02, eta: 2 days, 12:11:49, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.8409 2020-07-25 12:54:32,746 - mmaction - INFO - Epoch [14][2420/3757] lr: 2.000e-02, eta: 2 days, 12:11:33, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3918, loss: 2.3918, grad_norm: 3.8481 2020-07-25 12:54:46,632 - mmaction - INFO - Epoch [14][2440/3757] lr: 2.000e-02, eta: 2 days, 12:11:22, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4313, top5_acc: 0.7078, loss_cls: 2.4382, loss: 2.4382, grad_norm: 3.9326 2020-07-25 12:54:59,220 - mmaction - INFO - Epoch [14][2460/3757] lr: 2.000e-02, eta: 2 days, 12:11:04, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3492, loss: 2.3492, grad_norm: 3.7820 2020-07-25 12:55:12,712 - mmaction - INFO - Epoch [14][2480/3757] lr: 2.000e-02, eta: 2 days, 12:10:51, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3698, loss: 2.3698, grad_norm: 3.8132 2020-07-25 12:55:25,259 - mmaction - INFO - Epoch [14][2500/3757] lr: 2.000e-02, eta: 2 days, 12:10:33, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3600, loss: 2.3600, grad_norm: 3.8668 2020-07-25 12:55:38,781 - mmaction - INFO - Epoch [14][2520/3757] lr: 2.000e-02, eta: 2 days, 12:10:21, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.8466 2020-07-25 12:55:51,937 - mmaction - INFO - Epoch [14][2540/3757] lr: 2.000e-02, eta: 2 days, 12:10:07, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.3331, loss: 2.3331, grad_norm: 3.8461 2020-07-25 12:56:05,285 - mmaction - INFO - Epoch [14][2560/3757] lr: 2.000e-02, eta: 2 days, 12:09:53, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7180, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.9795 2020-07-25 12:56:18,773 - mmaction - INFO - Epoch [14][2580/3757] lr: 2.000e-02, eta: 2 days, 12:09:41, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.4144, loss: 2.4144, grad_norm: 3.7575 2020-07-25 12:56:31,574 - mmaction - INFO - Epoch [14][2600/3757] lr: 2.000e-02, eta: 2 days, 12:09:23, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3874, loss: 2.3874, grad_norm: 4.0555 2020-07-25 12:56:45,514 - mmaction - INFO - Epoch [14][2620/3757] lr: 2.000e-02, eta: 2 days, 12:09:14, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.8853 2020-07-25 12:56:58,613 - mmaction - INFO - Epoch [14][2640/3757] lr: 2.000e-02, eta: 2 days, 12:08:59, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.9487 2020-07-25 12:57:11,153 - mmaction - INFO - Epoch [14][2660/3757] lr: 2.000e-02, eta: 2 days, 12:08:41, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.3823, loss: 2.3823, grad_norm: 4.0175 2020-07-25 12:57:24,420 - mmaction - INFO - Epoch [14][2680/3757] lr: 2.000e-02, eta: 2 days, 12:08:26, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7180, loss_cls: 2.3509, loss: 2.3509, grad_norm: 3.8379 2020-07-25 12:57:37,173 - mmaction - INFO - Epoch [14][2700/3757] lr: 2.000e-02, eta: 2 days, 12:08:09, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3867, loss: 2.3867, grad_norm: 3.9691 2020-07-25 12:57:50,273 - mmaction - INFO - Epoch [14][2720/3757] lr: 2.000e-02, eta: 2 days, 12:07:54, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.3341, loss: 2.3341, grad_norm: 3.9105 2020-07-25 12:58:03,828 - mmaction - INFO - Epoch [14][2740/3757] lr: 2.000e-02, eta: 2 days, 12:07:42, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2730, loss: 2.2730, grad_norm: 3.9978 2020-07-25 12:58:16,867 - mmaction - INFO - Epoch [14][2760/3757] lr: 2.000e-02, eta: 2 days, 12:07:27, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.3753, loss: 2.3753, grad_norm: 3.8429 2020-07-25 12:58:29,636 - mmaction - INFO - Epoch [14][2780/3757] lr: 2.000e-02, eta: 2 days, 12:07:10, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3691, loss: 2.3691, grad_norm: 3.8778 2020-07-25 12:58:42,367 - mmaction - INFO - Epoch [14][2800/3757] lr: 2.000e-02, eta: 2 days, 12:06:52, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3317, loss: 2.3317, grad_norm: 3.9785 2020-07-25 12:58:55,738 - mmaction - INFO - Epoch [14][2820/3757] lr: 2.000e-02, eta: 2 days, 12:06:39, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3536, loss: 2.3536, grad_norm: 3.9733 2020-07-25 12:59:08,499 - mmaction - INFO - Epoch [14][2840/3757] lr: 2.000e-02, eta: 2 days, 12:06:22, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4383, top5_acc: 0.7000, loss_cls: 2.4156, loss: 2.4156, grad_norm: 4.0677 2020-07-25 12:59:22,725 - mmaction - INFO - Epoch [14][2860/3757] lr: 2.000e-02, eta: 2 days, 12:06:14, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.8404 2020-07-25 12:59:35,527 - mmaction - INFO - Epoch [14][2880/3757] lr: 2.000e-02, eta: 2 days, 12:05:57, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.4247, loss: 2.4247, grad_norm: 3.8705 2020-07-25 12:59:48,392 - mmaction - INFO - Epoch [14][2900/3757] lr: 2.000e-02, eta: 2 days, 12:05:41, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.8444 2020-07-25 13:00:01,657 - mmaction - INFO - Epoch [14][2920/3757] lr: 2.000e-02, eta: 2 days, 12:05:27, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.3543, loss: 2.3543, grad_norm: 3.8111 2020-07-25 13:00:17,003 - mmaction - INFO - Epoch [14][2940/3757] lr: 2.000e-02, eta: 2 days, 12:05:26, time: 0.766, data_time: 0.009, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4406, loss: 2.4406, grad_norm: 3.8234 2020-07-25 13:00:30,317 - mmaction - INFO - Epoch [14][2960/3757] lr: 2.000e-02, eta: 2 days, 12:05:13, time: 0.669, data_time: 0.012, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.8580 2020-07-25 13:00:43,050 - mmaction - INFO - Epoch [14][2980/3757] lr: 2.000e-02, eta: 2 days, 12:04:55, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.6984, loss_cls: 2.3631, loss: 2.3631, grad_norm: 3.8558 2020-07-25 13:00:57,066 - mmaction - INFO - Epoch [14][3000/3757] lr: 2.000e-02, eta: 2 days, 12:04:46, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3344, loss: 2.3344, grad_norm: 3.7350 2020-07-25 13:01:10,371 - mmaction - INFO - Epoch [14][3020/3757] lr: 2.000e-02, eta: 2 days, 12:04:32, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6961, loss_cls: 2.4514, loss: 2.4514, grad_norm: 3.8277 2020-07-25 13:01:23,134 - mmaction - INFO - Epoch [14][3040/3757] lr: 2.000e-02, eta: 2 days, 12:04:15, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.3900, loss: 2.3900, grad_norm: 3.9017 2020-07-25 13:01:35,980 - mmaction - INFO - Epoch [14][3060/3757] lr: 2.000e-02, eta: 2 days, 12:03:59, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3217, loss: 2.3217, grad_norm: 3.8822 2020-07-25 13:01:49,088 - mmaction - INFO - Epoch [14][3080/3757] lr: 2.000e-02, eta: 2 days, 12:03:44, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.8594 2020-07-25 13:02:01,785 - mmaction - INFO - Epoch [14][3100/3757] lr: 2.000e-02, eta: 2 days, 12:03:26, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.9347 2020-07-25 13:02:16,062 - mmaction - INFO - Epoch [14][3120/3757] lr: 2.000e-02, eta: 2 days, 12:03:19, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.9259 2020-07-25 13:02:29,443 - mmaction - INFO - Epoch [14][3140/3757] lr: 2.000e-02, eta: 2 days, 12:03:06, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7078, loss_cls: 2.3952, loss: 2.3952, grad_norm: 3.9212 2020-07-25 13:02:42,580 - mmaction - INFO - Epoch [14][3160/3757] lr: 2.000e-02, eta: 2 days, 12:02:50, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7039, loss_cls: 2.4738, loss: 2.4738, grad_norm: 3.8868 2020-07-25 13:02:55,820 - mmaction - INFO - Epoch [14][3180/3757] lr: 2.000e-02, eta: 2 days, 12:02:37, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3111, loss: 2.3111, grad_norm: 3.7707 2020-07-25 13:03:09,287 - mmaction - INFO - Epoch [14][3200/3757] lr: 2.000e-02, eta: 2 days, 12:02:24, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4250, loss: 2.4250, grad_norm: 4.1302 2020-07-25 13:03:22,682 - mmaction - INFO - Epoch [14][3220/3757] lr: 2.000e-02, eta: 2 days, 12:02:11, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.3768, loss: 2.3768, grad_norm: 4.0182 2020-07-25 13:03:35,454 - mmaction - INFO - Epoch [14][3240/3757] lr: 2.000e-02, eta: 2 days, 12:01:54, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4367, top5_acc: 0.7109, loss_cls: 2.4148, loss: 2.4148, grad_norm: 4.0403 2020-07-25 13:03:48,755 - mmaction - INFO - Epoch [14][3260/3757] lr: 2.000e-02, eta: 2 days, 12:01:40, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.3553, loss: 2.3553, grad_norm: 3.9099 2020-07-25 13:04:01,700 - mmaction - INFO - Epoch [14][3280/3757] lr: 2.000e-02, eta: 2 days, 12:01:24, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.5088, loss: 2.5088, grad_norm: 3.9018 2020-07-25 13:04:15,426 - mmaction - INFO - Epoch [14][3300/3757] lr: 2.000e-02, eta: 2 days, 12:01:13, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2530, loss: 2.2530, grad_norm: 3.8816 2020-07-25 13:04:28,140 - mmaction - INFO - Epoch [14][3320/3757] lr: 2.000e-02, eta: 2 days, 12:00:55, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.3903, loss: 2.3903, grad_norm: 3.8254 2020-07-25 13:04:40,873 - mmaction - INFO - Epoch [14][3340/3757] lr: 2.000e-02, eta: 2 days, 12:00:39, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.7506 2020-07-25 13:04:54,536 - mmaction - INFO - Epoch [14][3360/3757] lr: 2.000e-02, eta: 2 days, 12:00:27, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.3436, loss: 2.3436, grad_norm: 3.9114 2020-07-25 13:05:07,231 - mmaction - INFO - Epoch [14][3380/3757] lr: 2.000e-02, eta: 2 days, 12:00:10, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.4398, top5_acc: 0.6719, loss_cls: 2.4877, loss: 2.4877, grad_norm: 3.9343 2020-07-25 13:05:19,903 - mmaction - INFO - Epoch [14][3400/3757] lr: 2.000e-02, eta: 2 days, 11:59:52, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.6797, loss_cls: 2.4323, loss: 2.4323, grad_norm: 3.7712 2020-07-25 13:05:32,829 - mmaction - INFO - Epoch [14][3420/3757] lr: 2.000e-02, eta: 2 days, 11:59:36, time: 0.649, data_time: 0.009, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.7238 2020-07-25 13:05:45,486 - mmaction - INFO - Epoch [14][3440/3757] lr: 2.000e-02, eta: 2 days, 11:59:19, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3859, loss: 2.3859, grad_norm: 4.0782 2020-07-25 13:05:58,796 - mmaction - INFO - Epoch [14][3460/3757] lr: 2.000e-02, eta: 2 days, 11:59:05, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.9050 2020-07-25 13:06:11,295 - mmaction - INFO - Epoch [14][3480/3757] lr: 2.000e-02, eta: 2 days, 11:58:46, time: 0.622, data_time: 0.004, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4273, loss: 2.4273, grad_norm: 3.8817 2020-07-25 13:06:25,108 - mmaction - INFO - Epoch [14][3500/3757] lr: 2.000e-02, eta: 2 days, 11:58:36, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3814, loss: 2.3814, grad_norm: 3.9161 2020-07-25 13:06:38,159 - mmaction - INFO - Epoch [14][3520/3757] lr: 2.000e-02, eta: 2 days, 11:58:20, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7094, loss_cls: 2.3906, loss: 2.3906, grad_norm: 3.7869 2020-07-25 13:06:51,584 - mmaction - INFO - Epoch [14][3540/3757] lr: 2.000e-02, eta: 2 days, 11:58:08, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3730, loss: 2.3730, grad_norm: 3.7176 2020-07-25 13:07:05,398 - mmaction - INFO - Epoch [14][3560/3757] lr: 2.000e-02, eta: 2 days, 11:57:57, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4151, loss: 2.4151, grad_norm: 3.9909 2020-07-25 13:07:18,126 - mmaction - INFO - Epoch [14][3580/3757] lr: 2.000e-02, eta: 2 days, 11:57:39, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3470, loss: 2.3470, grad_norm: 3.7330 2020-07-25 13:07:30,758 - mmaction - INFO - Epoch [14][3600/3757] lr: 2.000e-02, eta: 2 days, 11:57:22, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.3361, loss: 2.3361, grad_norm: 3.7714 2020-07-25 13:07:43,785 - mmaction - INFO - Epoch [14][3620/3757] lr: 2.000e-02, eta: 2 days, 11:57:06, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7242, loss_cls: 2.2864, loss: 2.2864, grad_norm: 3.9782 2020-07-25 13:07:57,031 - mmaction - INFO - Epoch [14][3640/3757] lr: 2.000e-02, eta: 2 days, 11:56:53, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7000, loss_cls: 2.4308, loss: 2.4308, grad_norm: 3.8670 2020-07-25 13:08:09,725 - mmaction - INFO - Epoch [14][3660/3757] lr: 2.000e-02, eta: 2 days, 11:56:35, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3261, loss: 2.3261, grad_norm: 3.8380 2020-07-25 13:08:23,337 - mmaction - INFO - Epoch [14][3680/3757] lr: 2.000e-02, eta: 2 days, 11:56:24, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7125, loss_cls: 2.4116, loss: 2.4116, grad_norm: 3.9944 2020-07-25 13:08:37,135 - mmaction - INFO - Epoch [14][3700/3757] lr: 2.000e-02, eta: 2 days, 11:56:13, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.9005 2020-07-25 13:08:49,609 - mmaction - INFO - Epoch [14][3720/3757] lr: 2.000e-02, eta: 2 days, 11:55:54, time: 0.625, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7000, loss_cls: 2.3740, loss: 2.3740, grad_norm: 3.9577 2020-07-25 13:09:02,423 - mmaction - INFO - Epoch [14][3740/3757] lr: 2.000e-02, eta: 2 days, 11:55:37, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.8356 2020-07-25 13:09:13,575 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-25 13:09:40,088 - mmaction - INFO - Epoch [15][20/3757] lr: 2.000e-02, eta: 2 days, 11:55:15, time: 1.256, data_time: 0.606, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3768, loss: 2.3768, grad_norm: 3.7651 2020-07-25 13:09:52,508 - mmaction - INFO - Epoch [15][40/3757] lr: 2.000e-02, eta: 2 days, 11:54:56, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2915, loss: 2.2915, grad_norm: 3.9345 2020-07-25 13:10:04,802 - mmaction - INFO - Epoch [15][60/3757] lr: 2.000e-02, eta: 2 days, 11:54:36, time: 0.617, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.8933 2020-07-25 13:10:18,086 - mmaction - INFO - Epoch [15][80/3757] lr: 2.000e-02, eta: 2 days, 11:54:22, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3374, loss: 2.3374, grad_norm: 3.9097 2020-07-25 13:10:31,089 - mmaction - INFO - Epoch [15][100/3757] lr: 2.000e-02, eta: 2 days, 11:54:07, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7383, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.8748 2020-07-25 13:10:44,725 - mmaction - INFO - Epoch [15][120/3757] lr: 2.000e-02, eta: 2 days, 11:53:55, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3853, loss: 2.3853, grad_norm: 3.9485 2020-07-25 13:10:57,752 - mmaction - INFO - Epoch [15][140/3757] lr: 2.000e-02, eta: 2 days, 11:53:40, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.8466 2020-07-25 13:11:10,688 - mmaction - INFO - Epoch [15][160/3757] lr: 2.000e-02, eta: 2 days, 11:53:24, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.3816, loss: 2.3816, grad_norm: 3.9426 2020-07-25 13:11:23,869 - mmaction - INFO - Epoch [15][180/3757] lr: 2.000e-02, eta: 2 days, 11:53:09, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.2980, loss: 2.2980, grad_norm: 3.8390 2020-07-25 13:11:36,788 - mmaction - INFO - Epoch [15][200/3757] lr: 2.000e-02, eta: 2 days, 11:52:53, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.3638, loss: 2.3638, grad_norm: 3.8846 2020-07-25 13:11:49,958 - mmaction - INFO - Epoch [15][220/3757] lr: 2.000e-02, eta: 2 days, 11:52:39, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.8508 2020-07-25 13:12:03,195 - mmaction - INFO - Epoch [15][240/3757] lr: 2.000e-02, eta: 2 days, 11:52:25, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.8540 2020-07-25 13:12:16,182 - mmaction - INFO - Epoch [15][260/3757] lr: 2.000e-02, eta: 2 days, 11:52:09, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2616, loss: 2.2616, grad_norm: 3.7321 2020-07-25 13:12:29,140 - mmaction - INFO - Epoch [15][280/3757] lr: 2.000e-02, eta: 2 days, 11:51:53, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7430, loss_cls: 2.1924, loss: 2.1924, grad_norm: 4.0182 2020-07-25 13:12:41,876 - mmaction - INFO - Epoch [15][300/3757] lr: 2.000e-02, eta: 2 days, 11:51:36, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.4398, top5_acc: 0.7008, loss_cls: 2.4128, loss: 2.4128, grad_norm: 3.8337 2020-07-25 13:12:55,472 - mmaction - INFO - Epoch [15][320/3757] lr: 2.000e-02, eta: 2 days, 11:51:24, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7305, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.8082 2020-07-25 13:13:08,573 - mmaction - INFO - Epoch [15][340/3757] lr: 2.000e-02, eta: 2 days, 11:51:10, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7391, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.9071 2020-07-25 13:13:21,623 - mmaction - INFO - Epoch [15][360/3757] lr: 2.000e-02, eta: 2 days, 11:50:54, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7086, loss_cls: 2.3848, loss: 2.3848, grad_norm: 3.9792 2020-07-25 13:13:35,051 - mmaction - INFO - Epoch [15][380/3757] lr: 2.000e-02, eta: 2 days, 11:50:42, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7367, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.8854 2020-07-25 13:13:48,460 - mmaction - INFO - Epoch [15][400/3757] lr: 2.000e-02, eta: 2 days, 11:50:28, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3105, loss: 2.3105, grad_norm: 3.9042 2020-07-25 13:14:01,017 - mmaction - INFO - Epoch [15][420/3757] lr: 2.000e-02, eta: 2 days, 11:50:10, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3322, loss: 2.3322, grad_norm: 3.9665 2020-07-25 13:14:14,519 - mmaction - INFO - Epoch [15][440/3757] lr: 2.000e-02, eta: 2 days, 11:49:58, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.7962 2020-07-25 13:14:27,566 - mmaction - INFO - Epoch [15][460/3757] lr: 2.000e-02, eta: 2 days, 11:49:43, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.6937, loss_cls: 2.3674, loss: 2.3674, grad_norm: 3.9228 2020-07-25 13:14:41,038 - mmaction - INFO - Epoch [15][480/3757] lr: 2.000e-02, eta: 2 days, 11:49:30, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2697, loss: 2.2697, grad_norm: 3.8126 2020-07-25 13:14:54,615 - mmaction - INFO - Epoch [15][500/3757] lr: 2.000e-02, eta: 2 days, 11:49:18, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7117, loss_cls: 2.3271, loss: 2.3271, grad_norm: 3.9408 2020-07-25 13:15:07,887 - mmaction - INFO - Epoch [15][520/3757] lr: 2.000e-02, eta: 2 days, 11:49:04, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.9585 2020-07-25 13:15:20,977 - mmaction - INFO - Epoch [15][540/3757] lr: 2.000e-02, eta: 2 days, 11:48:49, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.3231, loss: 2.3231, grad_norm: 3.7989 2020-07-25 13:15:34,846 - mmaction - INFO - Epoch [15][560/3757] lr: 2.000e-02, eta: 2 days, 11:48:39, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.8738 2020-07-25 13:15:47,793 - mmaction - INFO - Epoch [15][580/3757] lr: 2.000e-02, eta: 2 days, 11:48:24, time: 0.647, data_time: 0.003, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7117, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.9633 2020-07-25 13:16:01,756 - mmaction - INFO - Epoch [15][600/3757] lr: 2.000e-02, eta: 2 days, 11:48:14, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.3796, loss: 2.3796, grad_norm: 3.9136 2020-07-25 13:16:15,142 - mmaction - INFO - Epoch [15][620/3757] lr: 2.000e-02, eta: 2 days, 11:48:01, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2725, loss: 2.2725, grad_norm: 3.6859 2020-07-25 13:16:28,119 - mmaction - INFO - Epoch [15][640/3757] lr: 2.000e-02, eta: 2 days, 11:47:45, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3041, loss: 2.3041, grad_norm: 3.9602 2020-07-25 13:16:40,807 - mmaction - INFO - Epoch [15][660/3757] lr: 2.000e-02, eta: 2 days, 11:47:28, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3440, loss: 2.3440, grad_norm: 4.0115 2020-07-25 13:16:53,522 - mmaction - INFO - Epoch [15][680/3757] lr: 2.000e-02, eta: 2 days, 11:47:10, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.3657, loss: 2.3657, grad_norm: 3.9643 2020-07-25 13:17:06,296 - mmaction - INFO - Epoch [15][700/3757] lr: 2.000e-02, eta: 2 days, 11:46:53, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3749, loss: 2.3749, grad_norm: 3.9281 2020-07-25 13:17:19,776 - mmaction - INFO - Epoch [15][720/3757] lr: 2.000e-02, eta: 2 days, 11:46:41, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.8615 2020-07-25 13:17:32,495 - mmaction - INFO - Epoch [15][740/3757] lr: 2.000e-02, eta: 2 days, 11:46:23, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7172, loss_cls: 2.3399, loss: 2.3399, grad_norm: 4.0578 2020-07-25 13:17:45,766 - mmaction - INFO - Epoch [15][760/3757] lr: 2.000e-02, eta: 2 days, 11:46:10, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3148, loss: 2.3148, grad_norm: 3.7946 2020-07-25 13:17:59,403 - mmaction - INFO - Epoch [15][780/3757] lr: 2.000e-02, eta: 2 days, 11:45:58, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7133, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.9710 2020-07-25 13:18:12,883 - mmaction - INFO - Epoch [15][800/3757] lr: 2.000e-02, eta: 2 days, 11:45:46, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3061, loss: 2.3061, grad_norm: 3.9291 2020-07-25 13:18:26,240 - mmaction - INFO - Epoch [15][820/3757] lr: 2.000e-02, eta: 2 days, 11:45:32, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7320, loss_cls: 2.2897, loss: 2.2897, grad_norm: 3.9328 2020-07-25 13:18:39,419 - mmaction - INFO - Epoch [15][840/3757] lr: 2.000e-02, eta: 2 days, 11:45:18, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4511, loss: 2.4511, grad_norm: 4.0664 2020-07-25 13:18:53,006 - mmaction - INFO - Epoch [15][860/3757] lr: 2.000e-02, eta: 2 days, 11:45:06, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3501, loss: 2.3501, grad_norm: 3.9246 2020-07-25 13:19:06,345 - mmaction - INFO - Epoch [15][880/3757] lr: 2.000e-02, eta: 2 days, 11:44:53, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7008, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.8166 2020-07-25 13:19:19,481 - mmaction - INFO - Epoch [15][900/3757] lr: 2.000e-02, eta: 2 days, 11:44:38, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7180, loss_cls: 2.3258, loss: 2.3258, grad_norm: 3.8532 2020-07-25 13:19:32,889 - mmaction - INFO - Epoch [15][920/3757] lr: 2.000e-02, eta: 2 days, 11:44:25, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6969, loss_cls: 2.4074, loss: 2.4074, grad_norm: 3.9716 2020-07-25 13:19:45,691 - mmaction - INFO - Epoch [15][940/3757] lr: 2.000e-02, eta: 2 days, 11:44:09, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3176, loss: 2.3176, grad_norm: 3.8823 2020-07-25 13:19:59,231 - mmaction - INFO - Epoch [15][960/3757] lr: 2.000e-02, eta: 2 days, 11:43:56, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.9073 2020-07-25 13:20:12,057 - mmaction - INFO - Epoch [15][980/3757] lr: 2.000e-02, eta: 2 days, 11:43:40, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.7544 2020-07-25 13:20:25,881 - mmaction - INFO - Epoch [15][1000/3757] lr: 2.000e-02, eta: 2 days, 11:43:29, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7141, loss_cls: 2.4213, loss: 2.4213, grad_norm: 3.9160 2020-07-25 13:20:39,380 - mmaction - INFO - Epoch [15][1020/3757] lr: 2.000e-02, eta: 2 days, 11:43:17, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3600, loss: 2.3600, grad_norm: 3.8811 2020-07-25 13:20:52,754 - mmaction - INFO - Epoch [15][1040/3757] lr: 2.000e-02, eta: 2 days, 11:43:03, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7273, loss_cls: 2.3380, loss: 2.3380, grad_norm: 3.9066 2020-07-25 13:21:05,233 - mmaction - INFO - Epoch [15][1060/3757] lr: 2.000e-02, eta: 2 days, 11:42:45, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.8688 2020-07-25 13:21:18,621 - mmaction - INFO - Epoch [15][1080/3757] lr: 2.000e-02, eta: 2 days, 11:42:32, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.6945, loss_cls: 2.3866, loss: 2.3866, grad_norm: 3.8793 2020-07-25 13:21:31,363 - mmaction - INFO - Epoch [15][1100/3757] lr: 2.000e-02, eta: 2 days, 11:42:15, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7352, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.8454 2020-07-25 13:21:44,101 - mmaction - INFO - Epoch [15][1120/3757] lr: 2.000e-02, eta: 2 days, 11:41:58, time: 0.640, data_time: 0.009, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2111, loss: 2.2111, grad_norm: 4.0053 2020-07-25 13:21:56,797 - mmaction - INFO - Epoch [15][1140/3757] lr: 2.000e-02, eta: 2 days, 11:41:41, time: 0.635, data_time: 0.003, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.3161, loss: 2.3161, grad_norm: 3.9421 2020-07-25 13:22:09,724 - mmaction - INFO - Epoch [15][1160/3757] lr: 2.000e-02, eta: 2 days, 11:41:25, time: 0.645, data_time: 0.002, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.9410 2020-07-25 13:22:22,516 - mmaction - INFO - Epoch [15][1180/3757] lr: 2.000e-02, eta: 2 days, 11:41:08, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4130, loss: 2.4130, grad_norm: 3.8577 2020-07-25 13:22:35,730 - mmaction - INFO - Epoch [15][1200/3757] lr: 2.000e-02, eta: 2 days, 11:40:54, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3031, loss: 2.3031, grad_norm: 3.8358 2020-07-25 13:22:49,796 - mmaction - INFO - Epoch [15][1220/3757] lr: 2.000e-02, eta: 2 days, 11:40:44, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7078, loss_cls: 2.3141, loss: 2.3141, grad_norm: 3.8832 2020-07-25 13:23:02,063 - mmaction - INFO - Epoch [15][1240/3757] lr: 2.000e-02, eta: 2 days, 11:40:25, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.3739, loss: 2.3739, grad_norm: 3.9655 2020-07-25 13:23:14,744 - mmaction - INFO - Epoch [15][1260/3757] lr: 2.000e-02, eta: 2 days, 11:40:08, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3486, loss: 2.3486, grad_norm: 3.8992 2020-07-25 13:23:27,462 - mmaction - INFO - Epoch [15][1280/3757] lr: 2.000e-02, eta: 2 days, 11:39:51, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.8710 2020-07-25 13:23:40,943 - mmaction - INFO - Epoch [15][1300/3757] lr: 2.000e-02, eta: 2 days, 11:39:38, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3373, loss: 2.3373, grad_norm: 3.8862 2020-07-25 13:23:54,360 - mmaction - INFO - Epoch [15][1320/3757] lr: 2.000e-02, eta: 2 days, 11:39:25, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.8849 2020-07-25 13:24:07,568 - mmaction - INFO - Epoch [15][1340/3757] lr: 2.000e-02, eta: 2 days, 11:39:11, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.8885 2020-07-25 13:24:20,383 - mmaction - INFO - Epoch [15][1360/3757] lr: 2.000e-02, eta: 2 days, 11:38:54, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.9135 2020-07-25 13:24:34,226 - mmaction - INFO - Epoch [15][1380/3757] lr: 2.000e-02, eta: 2 days, 11:38:44, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7328, loss_cls: 2.2610, loss: 2.2610, grad_norm: 3.9652 2020-07-25 13:24:47,604 - mmaction - INFO - Epoch [15][1400/3757] lr: 2.000e-02, eta: 2 days, 11:38:30, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3192, loss: 2.3192, grad_norm: 3.7798 2020-07-25 13:25:00,976 - mmaction - INFO - Epoch [15][1420/3757] lr: 2.000e-02, eta: 2 days, 11:38:17, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.3709, loss: 2.3709, grad_norm: 3.8957 2020-07-25 13:25:13,871 - mmaction - INFO - Epoch [15][1440/3757] lr: 2.000e-02, eta: 2 days, 11:38:01, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7289, loss_cls: 2.3265, loss: 2.3265, grad_norm: 4.0591 2020-07-25 13:25:26,576 - mmaction - INFO - Epoch [15][1460/3757] lr: 2.000e-02, eta: 2 days, 11:37:44, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.7847 2020-07-25 13:25:39,969 - mmaction - INFO - Epoch [15][1480/3757] lr: 2.000e-02, eta: 2 days, 11:37:31, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7234, loss_cls: 2.3573, loss: 2.3573, grad_norm: 4.0015 2020-07-25 13:25:52,726 - mmaction - INFO - Epoch [15][1500/3757] lr: 2.000e-02, eta: 2 days, 11:37:14, time: 0.641, data_time: 0.009, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7148, loss_cls: 2.3655, loss: 2.3655, grad_norm: 4.0223 2020-07-25 13:26:05,685 - mmaction - INFO - Epoch [15][1520/3757] lr: 2.000e-02, eta: 2 days, 11:36:58, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3028, loss: 2.3028, grad_norm: 3.9986 2020-07-25 13:26:18,742 - mmaction - INFO - Epoch [15][1540/3757] lr: 2.000e-02, eta: 2 days, 11:36:44, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3259, loss: 2.3259, grad_norm: 3.7286 2020-07-25 13:26:31,522 - mmaction - INFO - Epoch [15][1560/3757] lr: 2.000e-02, eta: 2 days, 11:36:27, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3610, loss: 2.3610, grad_norm: 3.8089 2020-07-25 13:26:44,328 - mmaction - INFO - Epoch [15][1580/3757] lr: 2.000e-02, eta: 2 days, 11:36:10, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4338, loss: 2.4338, grad_norm: 4.0547 2020-07-25 13:26:58,639 - mmaction - INFO - Epoch [15][1600/3757] lr: 2.000e-02, eta: 2 days, 11:36:02, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.8803 2020-07-25 13:27:11,888 - mmaction - INFO - Epoch [15][1620/3757] lr: 2.000e-02, eta: 2 days, 11:35:49, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7164, loss_cls: 2.3617, loss: 2.3617, grad_norm: 4.0223 2020-07-25 13:27:24,562 - mmaction - INFO - Epoch [15][1640/3757] lr: 2.000e-02, eta: 2 days, 11:35:32, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2790, loss: 2.2790, grad_norm: 3.7743 2020-07-25 13:27:38,666 - mmaction - INFO - Epoch [15][1660/3757] lr: 2.000e-02, eta: 2 days, 11:35:22, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.2934, loss: 2.2934, grad_norm: 3.9184 2020-07-25 13:27:51,873 - mmaction - INFO - Epoch [15][1680/3757] lr: 2.000e-02, eta: 2 days, 11:35:08, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.2957, loss: 2.2957, grad_norm: 3.8664 2020-07-25 13:28:04,607 - mmaction - INFO - Epoch [15][1700/3757] lr: 2.000e-02, eta: 2 days, 11:34:51, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3300, loss: 2.3300, grad_norm: 3.8847 2020-07-25 13:28:17,284 - mmaction - INFO - Epoch [15][1720/3757] lr: 2.000e-02, eta: 2 days, 11:34:34, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3729, loss: 2.3729, grad_norm: 3.9543 2020-07-25 13:28:30,329 - mmaction - INFO - Epoch [15][1740/3757] lr: 2.000e-02, eta: 2 days, 11:34:19, time: 0.650, data_time: 0.009, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3097, loss: 2.3097, grad_norm: 3.8498 2020-07-25 13:28:44,004 - mmaction - INFO - Epoch [15][1760/3757] lr: 2.000e-02, eta: 2 days, 11:34:08, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3054, loss: 2.3054, grad_norm: 3.8710 2020-07-25 13:28:56,537 - mmaction - INFO - Epoch [15][1780/3757] lr: 2.000e-02, eta: 2 days, 11:33:49, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.4389, loss: 2.4389, grad_norm: 3.7867 2020-07-25 13:29:10,652 - mmaction - INFO - Epoch [15][1800/3757] lr: 2.000e-02, eta: 2 days, 11:33:41, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.8564 2020-07-25 13:29:24,002 - mmaction - INFO - Epoch [15][1820/3757] lr: 2.000e-02, eta: 2 days, 11:33:27, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.7936 2020-07-25 13:29:36,456 - mmaction - INFO - Epoch [15][1840/3757] lr: 2.000e-02, eta: 2 days, 11:33:09, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.3818, loss: 2.3818, grad_norm: 3.9290 2020-07-25 13:29:49,801 - mmaction - INFO - Epoch [15][1860/3757] lr: 2.000e-02, eta: 2 days, 11:32:55, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.4313, loss: 2.4313, grad_norm: 3.9852 2020-07-25 13:30:02,589 - mmaction - INFO - Epoch [15][1880/3757] lr: 2.000e-02, eta: 2 days, 11:32:38, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7102, loss_cls: 2.3410, loss: 2.3410, grad_norm: 3.8346 2020-07-25 13:30:16,157 - mmaction - INFO - Epoch [15][1900/3757] lr: 2.000e-02, eta: 2 days, 11:32:27, time: 0.685, data_time: 0.009, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.9424 2020-07-25 13:30:29,801 - mmaction - INFO - Epoch [15][1920/3757] lr: 2.000e-02, eta: 2 days, 11:32:15, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.7701 2020-07-25 13:30:42,258 - mmaction - INFO - Epoch [15][1940/3757] lr: 2.000e-02, eta: 2 days, 11:31:56, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.2977, loss: 2.2977, grad_norm: 3.9814 2020-07-25 13:30:55,053 - mmaction - INFO - Epoch [15][1960/3757] lr: 2.000e-02, eta: 2 days, 11:31:40, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7234, loss_cls: 2.3316, loss: 2.3316, grad_norm: 4.0491 2020-07-25 13:31:07,945 - mmaction - INFO - Epoch [15][1980/3757] lr: 2.000e-02, eta: 2 days, 11:31:23, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.8716 2020-07-25 13:31:20,559 - mmaction - INFO - Epoch [15][2000/3757] lr: 2.000e-02, eta: 2 days, 11:31:06, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2299, loss: 2.2299, grad_norm: 4.0028 2020-07-25 13:31:33,361 - mmaction - INFO - Epoch [15][2020/3757] lr: 2.000e-02, eta: 2 days, 11:30:49, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7172, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.8743 2020-07-25 13:31:46,714 - mmaction - INFO - Epoch [15][2040/3757] lr: 2.000e-02, eta: 2 days, 11:30:36, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4250, loss: 2.4250, grad_norm: 3.9880 2020-07-25 13:32:00,689 - mmaction - INFO - Epoch [15][2060/3757] lr: 2.000e-02, eta: 2 days, 11:30:26, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7320, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.9482 2020-07-25 13:32:13,945 - mmaction - INFO - Epoch [15][2080/3757] lr: 2.000e-02, eta: 2 days, 11:30:13, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3354, loss: 2.3354, grad_norm: 4.0475 2020-07-25 13:32:26,595 - mmaction - INFO - Epoch [15][2100/3757] lr: 2.000e-02, eta: 2 days, 11:29:55, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.3673, loss: 2.3673, grad_norm: 3.7727 2020-07-25 13:32:39,275 - mmaction - INFO - Epoch [15][2120/3757] lr: 2.000e-02, eta: 2 days, 11:29:38, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2824, loss: 2.2824, grad_norm: 3.9392 2020-07-25 13:32:53,006 - mmaction - INFO - Epoch [15][2140/3757] lr: 2.000e-02, eta: 2 days, 11:29:27, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3033, loss: 2.3033, grad_norm: 3.9409 2020-07-25 13:33:07,256 - mmaction - INFO - Epoch [15][2160/3757] lr: 2.000e-02, eta: 2 days, 11:29:19, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3629, loss: 2.3629, grad_norm: 4.0272 2020-07-25 13:33:20,395 - mmaction - INFO - Epoch [15][2180/3757] lr: 2.000e-02, eta: 2 days, 11:29:04, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.9063 2020-07-25 13:33:33,113 - mmaction - INFO - Epoch [15][2200/3757] lr: 2.000e-02, eta: 2 days, 11:28:47, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.3236, loss: 2.3236, grad_norm: 4.0622 2020-07-25 13:33:45,833 - mmaction - INFO - Epoch [15][2220/3757] lr: 2.000e-02, eta: 2 days, 11:28:30, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3182, loss: 2.3182, grad_norm: 3.8072 2020-07-25 13:33:59,405 - mmaction - INFO - Epoch [15][2240/3757] lr: 2.000e-02, eta: 2 days, 11:28:18, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4420, loss: 2.4420, grad_norm: 3.8581 2020-07-25 13:34:12,339 - mmaction - INFO - Epoch [15][2260/3757] lr: 2.000e-02, eta: 2 days, 11:28:03, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.4545, loss: 2.4545, grad_norm: 3.9020 2020-07-25 13:34:25,061 - mmaction - INFO - Epoch [15][2280/3757] lr: 2.000e-02, eta: 2 days, 11:27:45, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3503, loss: 2.3503, grad_norm: 4.0415 2020-07-25 13:34:38,324 - mmaction - INFO - Epoch [15][2300/3757] lr: 2.000e-02, eta: 2 days, 11:27:32, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.8526 2020-07-25 13:34:51,305 - mmaction - INFO - Epoch [15][2320/3757] lr: 2.000e-02, eta: 2 days, 11:27:16, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.3869, loss: 2.3869, grad_norm: 4.0371 2020-07-25 13:35:04,960 - mmaction - INFO - Epoch [15][2340/3757] lr: 2.000e-02, eta: 2 days, 11:27:05, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2910, loss: 2.2910, grad_norm: 3.7924 2020-07-25 13:35:17,517 - mmaction - INFO - Epoch [15][2360/3757] lr: 2.000e-02, eta: 2 days, 11:26:47, time: 0.627, data_time: 0.002, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.9483 2020-07-25 13:35:30,557 - mmaction - INFO - Epoch [15][2380/3757] lr: 2.000e-02, eta: 2 days, 11:26:31, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7102, loss_cls: 2.3612, loss: 2.3612, grad_norm: 3.9891 2020-07-25 13:35:43,776 - mmaction - INFO - Epoch [15][2400/3757] lr: 2.000e-02, eta: 2 days, 11:26:18, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7234, loss_cls: 2.3153, loss: 2.3153, grad_norm: 3.9873 2020-07-25 13:35:57,978 - mmaction - INFO - Epoch [15][2420/3757] lr: 2.000e-02, eta: 2 days, 11:26:09, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.3257, loss: 2.3257, grad_norm: 3.9782 2020-07-25 13:36:10,854 - mmaction - INFO - Epoch [15][2440/3757] lr: 2.000e-02, eta: 2 days, 11:25:53, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3420, loss: 2.3420, grad_norm: 4.0719 2020-07-25 13:36:24,754 - mmaction - INFO - Epoch [15][2460/3757] lr: 2.000e-02, eta: 2 days, 11:25:42, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2520, loss: 2.2520, grad_norm: 3.9713 2020-07-25 13:36:37,883 - mmaction - INFO - Epoch [15][2480/3757] lr: 2.000e-02, eta: 2 days, 11:25:29, time: 0.663, data_time: 0.010, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7422, loss_cls: 2.2737, loss: 2.2737, grad_norm: 4.0524 2020-07-25 13:36:50,677 - mmaction - INFO - Epoch [15][2500/3757] lr: 2.000e-02, eta: 2 days, 11:25:12, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3567, loss: 2.3567, grad_norm: 3.8875 2020-07-25 13:37:05,293 - mmaction - INFO - Epoch [15][2520/3757] lr: 2.000e-02, eta: 2 days, 11:25:06, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3580, loss: 2.3580, grad_norm: 3.7409 2020-07-25 13:37:17,962 - mmaction - INFO - Epoch [15][2540/3757] lr: 2.000e-02, eta: 2 days, 11:24:48, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.8845 2020-07-25 13:37:31,289 - mmaction - INFO - Epoch [15][2560/3757] lr: 2.000e-02, eta: 2 days, 11:24:35, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7391, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.9718 2020-07-25 13:37:44,733 - mmaction - INFO - Epoch [15][2580/3757] lr: 2.000e-02, eta: 2 days, 11:24:22, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4406, top5_acc: 0.6961, loss_cls: 2.4220, loss: 2.4220, grad_norm: 4.0596 2020-07-25 13:37:58,321 - mmaction - INFO - Epoch [15][2600/3757] lr: 2.000e-02, eta: 2 days, 11:24:11, time: 0.682, data_time: 0.009, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.8885 2020-07-25 13:38:11,655 - mmaction - INFO - Epoch [15][2620/3757] lr: 2.000e-02, eta: 2 days, 11:23:57, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3198, loss: 2.3198, grad_norm: 3.9986 2020-07-25 13:38:24,237 - mmaction - INFO - Epoch [15][2640/3757] lr: 2.000e-02, eta: 2 days, 11:23:39, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.9637 2020-07-25 13:38:36,996 - mmaction - INFO - Epoch [15][2660/3757] lr: 2.000e-02, eta: 2 days, 11:23:22, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7359, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.8756 2020-07-25 13:38:50,563 - mmaction - INFO - Epoch [15][2680/3757] lr: 2.000e-02, eta: 2 days, 11:23:11, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4241, loss: 2.4241, grad_norm: 3.9386 2020-07-25 13:39:03,215 - mmaction - INFO - Epoch [15][2700/3757] lr: 2.000e-02, eta: 2 days, 11:22:53, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4391, top5_acc: 0.7172, loss_cls: 2.3783, loss: 2.3783, grad_norm: 3.8057 2020-07-25 13:39:16,292 - mmaction - INFO - Epoch [15][2720/3757] lr: 2.000e-02, eta: 2 days, 11:22:38, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7391, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.9817 2020-07-25 13:39:30,461 - mmaction - INFO - Epoch [15][2740/3757] lr: 2.000e-02, eta: 2 days, 11:22:30, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.6952 2020-07-25 13:39:43,640 - mmaction - INFO - Epoch [15][2760/3757] lr: 2.000e-02, eta: 2 days, 11:22:16, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7094, loss_cls: 2.4648, loss: 2.4648, grad_norm: 3.9080 2020-07-25 13:39:57,202 - mmaction - INFO - Epoch [15][2780/3757] lr: 2.000e-02, eta: 2 days, 11:22:04, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2541, loss: 2.2541, grad_norm: 3.8276 2020-07-25 13:40:10,471 - mmaction - INFO - Epoch [15][2800/3757] lr: 2.000e-02, eta: 2 days, 11:21:50, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.3738, loss: 2.3738, grad_norm: 3.9401 2020-07-25 13:40:23,470 - mmaction - INFO - Epoch [15][2820/3757] lr: 2.000e-02, eta: 2 days, 11:21:34, time: 0.649, data_time: 0.003, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7125, loss_cls: 2.3907, loss: 2.3907, grad_norm: 3.8117 2020-07-25 13:40:36,152 - mmaction - INFO - Epoch [15][2840/3757] lr: 2.000e-02, eta: 2 days, 11:21:17, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.9174 2020-07-25 13:40:49,242 - mmaction - INFO - Epoch [15][2860/3757] lr: 2.000e-02, eta: 2 days, 11:21:02, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3350, loss: 2.3350, grad_norm: 3.7660 2020-07-25 13:41:02,364 - mmaction - INFO - Epoch [15][2880/3757] lr: 2.000e-02, eta: 2 days, 11:20:47, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2729, loss: 2.2729, grad_norm: 3.8050 2020-07-25 13:41:15,088 - mmaction - INFO - Epoch [15][2900/3757] lr: 2.000e-02, eta: 2 days, 11:20:31, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2883, loss: 2.2883, grad_norm: 3.8279 2020-07-25 13:41:29,200 - mmaction - INFO - Epoch [15][2920/3757] lr: 2.000e-02, eta: 2 days, 11:20:22, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.2809, loss: 2.2809, grad_norm: 3.8555 2020-07-25 13:41:41,796 - mmaction - INFO - Epoch [15][2940/3757] lr: 2.000e-02, eta: 2 days, 11:20:04, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.6937, loss_cls: 2.4459, loss: 2.4459, grad_norm: 3.8752 2020-07-25 13:41:54,744 - mmaction - INFO - Epoch [15][2960/3757] lr: 2.000e-02, eta: 2 days, 11:19:48, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6875, loss_cls: 2.4193, loss: 2.4193, grad_norm: 3.8144 2020-07-25 13:42:07,926 - mmaction - INFO - Epoch [15][2980/3757] lr: 2.000e-02, eta: 2 days, 11:19:34, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7273, loss_cls: 2.3481, loss: 2.3481, grad_norm: 3.8630 2020-07-25 13:42:20,592 - mmaction - INFO - Epoch [15][3000/3757] lr: 2.000e-02, eta: 2 days, 11:19:17, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2616, loss: 2.2616, grad_norm: 3.9464 2020-07-25 13:42:34,101 - mmaction - INFO - Epoch [15][3020/3757] lr: 2.000e-02, eta: 2 days, 11:19:05, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.9139 2020-07-25 13:42:47,206 - mmaction - INFO - Epoch [15][3040/3757] lr: 2.000e-02, eta: 2 days, 11:18:50, time: 0.655, data_time: 0.009, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7242, loss_cls: 2.2772, loss: 2.2772, grad_norm: 3.9950 2020-07-25 13:43:00,443 - mmaction - INFO - Epoch [15][3060/3757] lr: 2.000e-02, eta: 2 days, 11:18:36, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.2983, loss: 2.2983, grad_norm: 3.7849 2020-07-25 13:43:13,118 - mmaction - INFO - Epoch [15][3080/3757] lr: 2.000e-02, eta: 2 days, 11:18:19, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.4484, loss: 2.4484, grad_norm: 4.0241 2020-07-25 13:43:26,120 - mmaction - INFO - Epoch [15][3100/3757] lr: 2.000e-02, eta: 2 days, 11:18:04, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7133, loss_cls: 2.3613, loss: 2.3613, grad_norm: 3.9440 2020-07-25 13:43:39,720 - mmaction - INFO - Epoch [15][3120/3757] lr: 2.000e-02, eta: 2 days, 11:17:52, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7109, loss_cls: 2.3144, loss: 2.3144, grad_norm: 3.8499 2020-07-25 13:43:52,329 - mmaction - INFO - Epoch [15][3140/3757] lr: 2.000e-02, eta: 2 days, 11:17:34, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.9095 2020-07-25 13:44:05,841 - mmaction - INFO - Epoch [15][3160/3757] lr: 2.000e-02, eta: 2 days, 11:17:22, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3950, loss: 2.3950, grad_norm: 3.9141 2020-07-25 13:44:18,633 - mmaction - INFO - Epoch [15][3180/3757] lr: 2.000e-02, eta: 2 days, 11:17:05, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3981, loss: 2.3981, grad_norm: 3.8875 2020-07-25 13:44:31,571 - mmaction - INFO - Epoch [15][3200/3757] lr: 2.000e-02, eta: 2 days, 11:16:50, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.3446, loss: 2.3446, grad_norm: 3.9067 2020-07-25 13:44:44,406 - mmaction - INFO - Epoch [15][3220/3757] lr: 2.000e-02, eta: 2 days, 11:16:33, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6930, loss_cls: 2.4327, loss: 2.4327, grad_norm: 3.9473 2020-07-25 13:44:57,734 - mmaction - INFO - Epoch [15][3240/3757] lr: 2.000e-02, eta: 2 days, 11:16:20, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7055, loss_cls: 2.3542, loss: 2.3542, grad_norm: 3.8259 2020-07-25 13:45:11,460 - mmaction - INFO - Epoch [15][3260/3757] lr: 2.000e-02, eta: 2 days, 11:16:09, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.9844 2020-07-25 13:45:25,151 - mmaction - INFO - Epoch [15][3280/3757] lr: 2.000e-02, eta: 2 days, 11:15:57, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.3552, loss: 2.3552, grad_norm: 3.9946 2020-07-25 13:45:38,349 - mmaction - INFO - Epoch [15][3300/3757] lr: 2.000e-02, eta: 2 days, 11:15:43, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3699, loss: 2.3699, grad_norm: 3.9841 2020-07-25 13:45:51,616 - mmaction - INFO - Epoch [15][3320/3757] lr: 2.000e-02, eta: 2 days, 11:15:30, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7133, loss_cls: 2.3697, loss: 2.3697, grad_norm: 3.8221 2020-07-25 13:46:04,366 - mmaction - INFO - Epoch [15][3340/3757] lr: 2.000e-02, eta: 2 days, 11:15:13, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3223, loss: 2.3223, grad_norm: 3.9846 2020-07-25 13:46:17,365 - mmaction - INFO - Epoch [15][3360/3757] lr: 2.000e-02, eta: 2 days, 11:14:58, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.4107, loss: 2.4107, grad_norm: 3.8158 2020-07-25 13:46:30,908 - mmaction - INFO - Epoch [15][3380/3757] lr: 2.000e-02, eta: 2 days, 11:14:45, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3229, loss: 2.3229, grad_norm: 4.1065 2020-07-25 13:46:43,597 - mmaction - INFO - Epoch [15][3400/3757] lr: 2.000e-02, eta: 2 days, 11:14:28, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.3467, loss: 2.3467, grad_norm: 3.8923 2020-07-25 13:46:57,061 - mmaction - INFO - Epoch [15][3420/3757] lr: 2.000e-02, eta: 2 days, 11:14:16, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.3021, loss: 2.3021, grad_norm: 3.9659 2020-07-25 13:47:10,874 - mmaction - INFO - Epoch [15][3440/3757] lr: 2.000e-02, eta: 2 days, 11:14:05, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3968, loss: 2.3968, grad_norm: 3.9367 2020-07-25 13:47:24,724 - mmaction - INFO - Epoch [15][3460/3757] lr: 2.000e-02, eta: 2 days, 11:13:54, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.8564 2020-07-25 13:47:38,135 - mmaction - INFO - Epoch [15][3480/3757] lr: 2.000e-02, eta: 2 days, 11:13:41, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3813, loss: 2.3813, grad_norm: 3.9362 2020-07-25 13:47:51,397 - mmaction - INFO - Epoch [15][3500/3757] lr: 2.000e-02, eta: 2 days, 11:13:28, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.3533, loss: 2.3533, grad_norm: 3.9625 2020-07-25 13:48:04,159 - mmaction - INFO - Epoch [15][3520/3757] lr: 2.000e-02, eta: 2 days, 11:13:11, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7047, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.8343 2020-07-25 13:48:17,466 - mmaction - INFO - Epoch [15][3540/3757] lr: 2.000e-02, eta: 2 days, 11:12:58, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4391, top5_acc: 0.6969, loss_cls: 2.4157, loss: 2.4157, grad_norm: 4.0490 2020-07-25 13:48:30,234 - mmaction - INFO - Epoch [15][3560/3757] lr: 2.000e-02, eta: 2 days, 11:12:41, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3734, loss: 2.3734, grad_norm: 3.7458 2020-07-25 13:48:42,948 - mmaction - INFO - Epoch [15][3580/3757] lr: 2.000e-02, eta: 2 days, 11:12:24, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.3197, loss: 2.3197, grad_norm: 4.0344 2020-07-25 13:48:56,553 - mmaction - INFO - Epoch [15][3600/3757] lr: 2.000e-02, eta: 2 days, 11:12:12, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7117, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.8636 2020-07-25 13:49:09,349 - mmaction - INFO - Epoch [15][3620/3757] lr: 2.000e-02, eta: 2 days, 11:11:56, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.3345, loss: 2.3345, grad_norm: 3.7651 2020-07-25 13:49:22,321 - mmaction - INFO - Epoch [15][3640/3757] lr: 2.000e-02, eta: 2 days, 11:11:40, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3778, loss: 2.3778, grad_norm: 3.9580 2020-07-25 13:49:35,853 - mmaction - INFO - Epoch [15][3660/3757] lr: 2.000e-02, eta: 2 days, 11:11:28, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2957, loss: 2.2957, grad_norm: 3.9765 2020-07-25 13:49:49,558 - mmaction - INFO - Epoch [15][3680/3757] lr: 2.000e-02, eta: 2 days, 11:11:16, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3794, loss: 2.3794, grad_norm: 3.8203 2020-07-25 13:50:02,609 - mmaction - INFO - Epoch [15][3700/3757] lr: 2.000e-02, eta: 2 days, 11:11:02, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3449, loss: 2.3449, grad_norm: 3.8376 2020-07-25 13:50:16,591 - mmaction - INFO - Epoch [15][3720/3757] lr: 2.000e-02, eta: 2 days, 11:10:52, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.8891 2020-07-25 13:50:30,307 - mmaction - INFO - Epoch [15][3740/3757] lr: 2.000e-02, eta: 2 days, 11:10:41, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.2685, loss: 2.2685, grad_norm: 3.9166 2020-07-25 13:50:41,151 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-25 13:51:02,982 - mmaction - INFO - Epoch [16][20/3757] lr: 2.000e-02, eta: 2 days, 11:09:51, time: 1.014, data_time: 0.372, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7203, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.8885 2020-07-25 13:51:15,990 - mmaction - INFO - Epoch [16][40/3757] lr: 2.000e-02, eta: 2 days, 11:09:36, time: 0.650, data_time: 0.002, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.9209 2020-07-25 13:51:28,801 - mmaction - INFO - Epoch [16][60/3757] lr: 2.000e-02, eta: 2 days, 11:09:19, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.2669, loss: 2.2669, grad_norm: 4.0353 2020-07-25 13:51:41,527 - mmaction - INFO - Epoch [16][80/3757] lr: 2.000e-02, eta: 2 days, 11:09:03, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7102, loss_cls: 2.3150, loss: 2.3150, grad_norm: 3.9393 2020-07-25 13:51:55,623 - mmaction - INFO - Epoch [16][100/3757] lr: 2.000e-02, eta: 2 days, 11:08:54, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.9898 2020-07-25 13:52:08,613 - mmaction - INFO - Epoch [16][120/3757] lr: 2.000e-02, eta: 2 days, 11:08:38, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2856, loss: 2.2856, grad_norm: 3.9141 2020-07-25 13:52:21,800 - mmaction - INFO - Epoch [16][140/3757] lr: 2.000e-02, eta: 2 days, 11:08:24, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2753, loss: 2.2753, grad_norm: 3.5879 2020-07-25 13:52:34,258 - mmaction - INFO - Epoch [16][160/3757] lr: 2.000e-02, eta: 2 days, 11:08:06, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.9260 2020-07-25 13:52:47,775 - mmaction - INFO - Epoch [16][180/3757] lr: 2.000e-02, eta: 2 days, 11:07:53, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3348, loss: 2.3348, grad_norm: 3.9089 2020-07-25 13:53:00,320 - mmaction - INFO - Epoch [16][200/3757] lr: 2.000e-02, eta: 2 days, 11:07:36, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.9963 2020-07-25 13:53:14,043 - mmaction - INFO - Epoch [16][220/3757] lr: 2.000e-02, eta: 2 days, 11:07:24, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2710, loss: 2.2710, grad_norm: 3.8282 2020-07-25 13:53:26,825 - mmaction - INFO - Epoch [16][240/3757] lr: 2.000e-02, eta: 2 days, 11:07:08, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3571, loss: 2.3571, grad_norm: 3.7915 2020-07-25 13:53:39,631 - mmaction - INFO - Epoch [16][260/3757] lr: 2.000e-02, eta: 2 days, 11:06:51, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.3173, loss: 2.3173, grad_norm: 3.8591 2020-07-25 13:53:52,144 - mmaction - INFO - Epoch [16][280/3757] lr: 2.000e-02, eta: 2 days, 11:06:34, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3883, loss: 2.3883, grad_norm: 3.9991 2020-07-25 13:54:05,790 - mmaction - INFO - Epoch [16][300/3757] lr: 2.000e-02, eta: 2 days, 11:06:22, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7383, loss_cls: 2.2606, loss: 2.2606, grad_norm: 3.9343 2020-07-25 13:54:18,446 - mmaction - INFO - Epoch [16][320/3757] lr: 2.000e-02, eta: 2 days, 11:06:05, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7383, loss_cls: 2.2573, loss: 2.2573, grad_norm: 4.0088 2020-07-25 13:54:32,891 - mmaction - INFO - Epoch [16][340/3757] lr: 2.000e-02, eta: 2 days, 11:05:58, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.8269 2020-07-25 13:54:45,259 - mmaction - INFO - Epoch [16][360/3757] lr: 2.000e-02, eta: 2 days, 11:05:39, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.9599 2020-07-25 13:54:58,527 - mmaction - INFO - Epoch [16][380/3757] lr: 2.000e-02, eta: 2 days, 11:05:25, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.8101 2020-07-25 13:55:11,480 - mmaction - INFO - Epoch [16][400/3757] lr: 2.000e-02, eta: 2 days, 11:05:10, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.8402 2020-07-25 13:55:24,643 - mmaction - INFO - Epoch [16][420/3757] lr: 2.000e-02, eta: 2 days, 11:04:55, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.8204 2020-07-25 13:55:37,616 - mmaction - INFO - Epoch [16][440/3757] lr: 2.000e-02, eta: 2 days, 11:04:40, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.4199, loss: 2.4199, grad_norm: 4.0699 2020-07-25 13:55:51,319 - mmaction - INFO - Epoch [16][460/3757] lr: 2.000e-02, eta: 2 days, 11:04:28, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.9712 2020-07-25 13:56:05,504 - mmaction - INFO - Epoch [16][480/3757] lr: 2.000e-02, eta: 2 days, 11:04:20, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.8625 2020-07-25 13:56:18,063 - mmaction - INFO - Epoch [16][500/3757] lr: 2.000e-02, eta: 2 days, 11:04:02, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.8826 2020-07-25 13:56:30,538 - mmaction - INFO - Epoch [16][520/3757] lr: 2.000e-02, eta: 2 days, 11:03:44, time: 0.625, data_time: 0.003, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.9460 2020-07-25 13:56:43,824 - mmaction - INFO - Epoch [16][540/3757] lr: 2.000e-02, eta: 2 days, 11:03:31, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.8633 2020-07-25 13:56:56,496 - mmaction - INFO - Epoch [16][560/3757] lr: 2.000e-02, eta: 2 days, 11:03:13, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.8530 2020-07-25 13:57:09,216 - mmaction - INFO - Epoch [16][580/3757] lr: 2.000e-02, eta: 2 days, 11:02:57, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.7331 2020-07-25 13:57:21,868 - mmaction - INFO - Epoch [16][600/3757] lr: 2.000e-02, eta: 2 days, 11:02:39, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.7719 2020-07-25 13:57:34,500 - mmaction - INFO - Epoch [16][620/3757] lr: 2.000e-02, eta: 2 days, 11:02:22, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7211, loss_cls: 2.3445, loss: 2.3445, grad_norm: 3.9466 2020-07-25 13:57:47,925 - mmaction - INFO - Epoch [16][640/3757] lr: 2.000e-02, eta: 2 days, 11:02:10, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2710, loss: 2.2710, grad_norm: 3.7657 2020-07-25 13:58:01,828 - mmaction - INFO - Epoch [16][660/3757] lr: 2.000e-02, eta: 2 days, 11:01:59, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3197, loss: 2.3197, grad_norm: 3.9582 2020-07-25 13:58:14,366 - mmaction - INFO - Epoch [16][680/3757] lr: 2.000e-02, eta: 2 days, 11:01:41, time: 0.627, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7141, loss_cls: 2.3482, loss: 2.3482, grad_norm: 3.9668 2020-07-25 13:58:27,046 - mmaction - INFO - Epoch [16][700/3757] lr: 2.000e-02, eta: 2 days, 11:01:24, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.3190, loss: 2.3190, grad_norm: 3.8443 2020-07-25 13:58:39,686 - mmaction - INFO - Epoch [16][720/3757] lr: 2.000e-02, eta: 2 days, 11:01:07, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2975, loss: 2.2975, grad_norm: 3.7341 2020-07-25 13:58:52,780 - mmaction - INFO - Epoch [16][740/3757] lr: 2.000e-02, eta: 2 days, 11:00:52, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.7872 2020-07-25 13:59:06,077 - mmaction - INFO - Epoch [16][760/3757] lr: 2.000e-02, eta: 2 days, 11:00:39, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3581, loss: 2.3581, grad_norm: 4.1150 2020-07-25 13:59:19,333 - mmaction - INFO - Epoch [16][780/3757] lr: 2.000e-02, eta: 2 days, 11:00:25, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7125, loss_cls: 2.3075, loss: 2.3075, grad_norm: 3.8390 2020-07-25 13:59:32,697 - mmaction - INFO - Epoch [16][800/3757] lr: 2.000e-02, eta: 2 days, 11:00:12, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7273, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.9796 2020-07-25 13:59:46,946 - mmaction - INFO - Epoch [16][820/3757] lr: 2.000e-02, eta: 2 days, 11:00:04, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2737, loss: 2.2737, grad_norm: 3.8292 2020-07-25 14:00:00,117 - mmaction - INFO - Epoch [16][840/3757] lr: 2.000e-02, eta: 2 days, 10:59:50, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7281, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.8724 2020-07-25 14:00:15,211 - mmaction - INFO - Epoch [16][860/3757] lr: 2.000e-02, eta: 2 days, 10:59:45, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2768, loss: 2.2768, grad_norm: 3.9148 2020-07-25 14:00:27,862 - mmaction - INFO - Epoch [16][880/3757] lr: 2.000e-02, eta: 2 days, 10:59:29, time: 0.644, data_time: 0.023, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3336, loss: 2.3336, grad_norm: 3.8804 2020-07-25 14:00:40,764 - mmaction - INFO - Epoch [16][900/3757] lr: 2.000e-02, eta: 2 days, 10:59:13, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.8951 2020-07-25 14:00:53,467 - mmaction - INFO - Epoch [16][920/3757] lr: 2.000e-02, eta: 2 days, 10:58:56, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.8115 2020-07-25 14:01:06,322 - mmaction - INFO - Epoch [16][940/3757] lr: 2.000e-02, eta: 2 days, 10:58:40, time: 0.643, data_time: 0.003, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.2991, loss: 2.2991, grad_norm: 3.7521 2020-07-25 14:01:20,346 - mmaction - INFO - Epoch [16][960/3757] lr: 2.000e-02, eta: 2 days, 10:58:31, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.2939, loss: 2.2939, grad_norm: 3.9633 2020-07-25 14:01:33,859 - mmaction - INFO - Epoch [16][980/3757] lr: 2.000e-02, eta: 2 days, 10:58:18, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7250, loss_cls: 2.2949, loss: 2.2949, grad_norm: 3.8216 2020-07-25 14:01:47,000 - mmaction - INFO - Epoch [16][1000/3757] lr: 2.000e-02, eta: 2 days, 10:58:04, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.9131 2020-07-25 14:02:00,392 - mmaction - INFO - Epoch [16][1020/3757] lr: 2.000e-02, eta: 2 days, 10:57:51, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.7993 2020-07-25 14:02:13,820 - mmaction - INFO - Epoch [16][1040/3757] lr: 2.000e-02, eta: 2 days, 10:57:38, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.3807, loss: 2.3807, grad_norm: 3.9731 2020-07-25 14:02:26,920 - mmaction - INFO - Epoch [16][1060/3757] lr: 2.000e-02, eta: 2 days, 10:57:23, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7266, loss_cls: 2.3522, loss: 2.3522, grad_norm: 3.8628 2020-07-25 14:02:40,047 - mmaction - INFO - Epoch [16][1080/3757] lr: 2.000e-02, eta: 2 days, 10:57:09, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.3282, loss: 2.3282, grad_norm: 4.0530 2020-07-25 14:02:52,629 - mmaction - INFO - Epoch [16][1100/3757] lr: 2.000e-02, eta: 2 days, 10:56:51, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.3138, loss: 2.3138, grad_norm: 3.8486 2020-07-25 14:03:05,277 - mmaction - INFO - Epoch [16][1120/3757] lr: 2.000e-02, eta: 2 days, 10:56:34, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.8279 2020-07-25 14:03:18,510 - mmaction - INFO - Epoch [16][1140/3757] lr: 2.000e-02, eta: 2 days, 10:56:20, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7055, loss_cls: 2.3224, loss: 2.3224, grad_norm: 3.9059 2020-07-25 14:03:31,393 - mmaction - INFO - Epoch [16][1160/3757] lr: 2.000e-02, eta: 2 days, 10:56:04, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3460, loss: 2.3460, grad_norm: 3.8440 2020-07-25 14:03:44,102 - mmaction - INFO - Epoch [16][1180/3757] lr: 2.000e-02, eta: 2 days, 10:55:47, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2711, loss: 2.2711, grad_norm: 3.8665 2020-07-25 14:03:58,586 - mmaction - INFO - Epoch [16][1200/3757] lr: 2.000e-02, eta: 2 days, 10:55:40, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.8780 2020-07-25 14:04:10,999 - mmaction - INFO - Epoch [16][1220/3757] lr: 2.000e-02, eta: 2 days, 10:55:22, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.2932, loss: 2.2932, grad_norm: 3.8612 2020-07-25 14:04:24,513 - mmaction - INFO - Epoch [16][1240/3757] lr: 2.000e-02, eta: 2 days, 10:55:09, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.8448 2020-07-25 14:04:37,249 - mmaction - INFO - Epoch [16][1260/3757] lr: 2.000e-02, eta: 2 days, 10:54:53, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.3890, loss: 2.3890, grad_norm: 3.8840 2020-07-25 14:04:49,897 - mmaction - INFO - Epoch [16][1280/3757] lr: 2.000e-02, eta: 2 days, 10:54:36, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6813, loss_cls: 2.4448, loss: 2.4448, grad_norm: 3.8640 2020-07-25 14:05:02,779 - mmaction - INFO - Epoch [16][1300/3757] lr: 2.000e-02, eta: 2 days, 10:54:20, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.3179, loss: 2.3179, grad_norm: 3.7826 2020-07-25 14:05:15,613 - mmaction - INFO - Epoch [16][1320/3757] lr: 2.000e-02, eta: 2 days, 10:54:04, time: 0.642, data_time: 0.002, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7125, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.8786 2020-07-25 14:05:28,790 - mmaction - INFO - Epoch [16][1340/3757] lr: 2.000e-02, eta: 2 days, 10:53:50, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.4413, loss: 2.4413, grad_norm: 3.8352 2020-07-25 14:05:42,233 - mmaction - INFO - Epoch [16][1360/3757] lr: 2.000e-02, eta: 2 days, 10:53:37, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7094, loss_cls: 2.2751, loss: 2.2751, grad_norm: 3.9230 2020-07-25 14:05:55,102 - mmaction - INFO - Epoch [16][1380/3757] lr: 2.000e-02, eta: 2 days, 10:53:21, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.2294, loss: 2.2294, grad_norm: 4.0208 2020-07-25 14:06:08,187 - mmaction - INFO - Epoch [16][1400/3757] lr: 2.000e-02, eta: 2 days, 10:53:07, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7117, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.9377 2020-07-25 14:06:21,117 - mmaction - INFO - Epoch [16][1420/3757] lr: 2.000e-02, eta: 2 days, 10:52:51, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7188, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.8473 2020-07-25 14:06:33,973 - mmaction - INFO - Epoch [16][1440/3757] lr: 2.000e-02, eta: 2 days, 10:52:35, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.3842, loss: 2.3842, grad_norm: 3.9111 2020-07-25 14:06:47,041 - mmaction - INFO - Epoch [16][1460/3757] lr: 2.000e-02, eta: 2 days, 10:52:20, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3358, loss: 2.3358, grad_norm: 3.8275 2020-07-25 14:06:59,550 - mmaction - INFO - Epoch [16][1480/3757] lr: 2.000e-02, eta: 2 days, 10:52:02, time: 0.631, data_time: 0.009, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3692, loss: 2.3692, grad_norm: 3.8238 2020-07-25 14:07:12,641 - mmaction - INFO - Epoch [16][1500/3757] lr: 2.000e-02, eta: 2 days, 10:51:47, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.3885, loss: 2.3885, grad_norm: 3.9936 2020-07-25 14:07:25,264 - mmaction - INFO - Epoch [16][1520/3757] lr: 2.000e-02, eta: 2 days, 10:51:30, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7305, loss_cls: 2.2606, loss: 2.2606, grad_norm: 3.9627 2020-07-25 14:07:38,128 - mmaction - INFO - Epoch [16][1540/3757] lr: 2.000e-02, eta: 2 days, 10:51:14, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3225, loss: 2.3225, grad_norm: 4.1164 2020-07-25 14:07:51,656 - mmaction - INFO - Epoch [16][1560/3757] lr: 2.000e-02, eta: 2 days, 10:51:02, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3289, loss: 2.3289, grad_norm: 3.9030 2020-07-25 14:08:04,864 - mmaction - INFO - Epoch [16][1580/3757] lr: 2.000e-02, eta: 2 days, 10:50:48, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.3559, loss: 2.3559, grad_norm: 3.8426 2020-07-25 14:08:18,820 - mmaction - INFO - Epoch [16][1600/3757] lr: 2.000e-02, eta: 2 days, 10:50:38, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.7249 2020-07-25 14:08:31,508 - mmaction - INFO - Epoch [16][1620/3757] lr: 2.000e-02, eta: 2 days, 10:50:21, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.3017, loss: 2.3017, grad_norm: 3.9531 2020-07-25 14:08:44,602 - mmaction - INFO - Epoch [16][1640/3757] lr: 2.000e-02, eta: 2 days, 10:50:07, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7258, loss_cls: 2.3104, loss: 2.3104, grad_norm: 3.9533 2020-07-25 14:08:58,112 - mmaction - INFO - Epoch [16][1660/3757] lr: 2.000e-02, eta: 2 days, 10:49:54, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3170, loss: 2.3170, grad_norm: 3.9674 2020-07-25 14:09:10,745 - mmaction - INFO - Epoch [16][1680/3757] lr: 2.000e-02, eta: 2 days, 10:49:37, time: 0.632, data_time: 0.003, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7016, loss_cls: 2.3858, loss: 2.3858, grad_norm: 3.9422 2020-07-25 14:09:23,895 - mmaction - INFO - Epoch [16][1700/3757] lr: 2.000e-02, eta: 2 days, 10:49:23, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.3052, loss: 2.3052, grad_norm: 3.9177 2020-07-25 14:09:37,232 - mmaction - INFO - Epoch [16][1720/3757] lr: 2.000e-02, eta: 2 days, 10:49:10, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7234, loss_cls: 2.3784, loss: 2.3784, grad_norm: 3.9213 2020-07-25 14:09:51,391 - mmaction - INFO - Epoch [16][1740/3757] lr: 2.000e-02, eta: 2 days, 10:49:01, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7461, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.8869 2020-07-25 14:10:03,893 - mmaction - INFO - Epoch [16][1760/3757] lr: 2.000e-02, eta: 2 days, 10:48:43, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.7979 2020-07-25 14:10:16,576 - mmaction - INFO - Epoch [16][1780/3757] lr: 2.000e-02, eta: 2 days, 10:48:26, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7109, loss_cls: 2.4154, loss: 2.4154, grad_norm: 3.9401 2020-07-25 14:10:30,329 - mmaction - INFO - Epoch [16][1800/3757] lr: 2.000e-02, eta: 2 days, 10:48:15, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7312, loss_cls: 2.2751, loss: 2.2751, grad_norm: 3.7773 2020-07-25 14:10:42,908 - mmaction - INFO - Epoch [16][1820/3757] lr: 2.000e-02, eta: 2 days, 10:47:57, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.7412 2020-07-25 14:10:56,247 - mmaction - INFO - Epoch [16][1840/3757] lr: 2.000e-02, eta: 2 days, 10:47:44, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7273, loss_cls: 2.2577, loss: 2.2577, grad_norm: 3.9182 2020-07-25 14:11:09,728 - mmaction - INFO - Epoch [16][1860/3757] lr: 2.000e-02, eta: 2 days, 10:47:32, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7297, loss_cls: 2.2514, loss: 2.2514, grad_norm: 3.8603 2020-07-25 14:11:22,284 - mmaction - INFO - Epoch [16][1880/3757] lr: 2.000e-02, eta: 2 days, 10:47:14, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.7768 2020-07-25 14:11:35,159 - mmaction - INFO - Epoch [16][1900/3757] lr: 2.000e-02, eta: 2 days, 10:46:58, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.3077, loss: 2.3077, grad_norm: 4.0159 2020-07-25 14:11:47,766 - mmaction - INFO - Epoch [16][1920/3757] lr: 2.000e-02, eta: 2 days, 10:46:41, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3207, loss: 2.3207, grad_norm: 3.9091 2020-07-25 14:12:01,128 - mmaction - INFO - Epoch [16][1940/3757] lr: 2.000e-02, eta: 2 days, 10:46:28, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.3218, loss: 2.3218, grad_norm: 4.0070 2020-07-25 14:12:14,466 - mmaction - INFO - Epoch [16][1960/3757] lr: 2.000e-02, eta: 2 days, 10:46:15, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.9116 2020-07-25 14:12:27,868 - mmaction - INFO - Epoch [16][1980/3757] lr: 2.000e-02, eta: 2 days, 10:46:01, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.3155, loss: 2.3155, grad_norm: 3.9008 2020-07-25 14:12:40,403 - mmaction - INFO - Epoch [16][2000/3757] lr: 2.000e-02, eta: 2 days, 10:45:44, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.2807, loss: 2.2807, grad_norm: 3.7882 2020-07-25 14:12:55,570 - mmaction - INFO - Epoch [16][2020/3757] lr: 2.000e-02, eta: 2 days, 10:45:40, time: 0.758, data_time: 0.144, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.3404, loss: 2.3404, grad_norm: 3.6833 2020-07-25 14:13:09,188 - mmaction - INFO - Epoch [16][2040/3757] lr: 2.000e-02, eta: 2 days, 10:45:29, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.2984, loss: 2.2984, grad_norm: 3.9331 2020-07-25 14:13:21,935 - mmaction - INFO - Epoch [16][2060/3757] lr: 2.000e-02, eta: 2 days, 10:45:12, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.3708, loss: 2.3708, grad_norm: 4.0204 2020-07-25 14:13:35,671 - mmaction - INFO - Epoch [16][2080/3757] lr: 2.000e-02, eta: 2 days, 10:45:01, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3165, loss: 2.3165, grad_norm: 3.8736 2020-07-25 14:13:48,347 - mmaction - INFO - Epoch [16][2100/3757] lr: 2.000e-02, eta: 2 days, 10:44:44, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3812, loss: 2.3812, grad_norm: 3.9086 2020-07-25 14:14:00,942 - mmaction - INFO - Epoch [16][2120/3757] lr: 2.000e-02, eta: 2 days, 10:44:27, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.4038, loss: 2.4038, grad_norm: 3.7688 2020-07-25 14:14:13,691 - mmaction - INFO - Epoch [16][2140/3757] lr: 2.000e-02, eta: 2 days, 10:44:10, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.6961, loss_cls: 2.3606, loss: 2.3606, grad_norm: 3.8772 2020-07-25 14:14:26,415 - mmaction - INFO - Epoch [16][2160/3757] lr: 2.000e-02, eta: 2 days, 10:43:54, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4230, loss: 2.4230, grad_norm: 3.9364 2020-07-25 14:14:39,138 - mmaction - INFO - Epoch [16][2180/3757] lr: 2.000e-02, eta: 2 days, 10:43:37, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.8722 2020-07-25 14:14:53,276 - mmaction - INFO - Epoch [16][2200/3757] lr: 2.000e-02, eta: 2 days, 10:43:28, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.8243 2020-07-25 14:15:05,886 - mmaction - INFO - Epoch [16][2220/3757] lr: 2.000e-02, eta: 2 days, 10:43:11, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7039, loss_cls: 2.2992, loss: 2.2992, grad_norm: 3.7970 2020-07-25 14:15:18,490 - mmaction - INFO - Epoch [16][2240/3757] lr: 2.000e-02, eta: 2 days, 10:42:54, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3411, loss: 2.3411, grad_norm: 3.8729 2020-07-25 14:15:31,268 - mmaction - INFO - Epoch [16][2260/3757] lr: 2.000e-02, eta: 2 days, 10:42:37, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6906, loss_cls: 2.4251, loss: 2.4251, grad_norm: 4.0479 2020-07-25 14:15:43,930 - mmaction - INFO - Epoch [16][2280/3757] lr: 2.000e-02, eta: 2 days, 10:42:20, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3745, loss: 2.3745, grad_norm: 3.8550 2020-07-25 14:15:57,411 - mmaction - INFO - Epoch [16][2300/3757] lr: 2.000e-02, eta: 2 days, 10:42:08, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7102, loss_cls: 2.3621, loss: 2.3621, grad_norm: 3.8519 2020-07-25 14:16:11,723 - mmaction - INFO - Epoch [16][2320/3757] lr: 2.000e-02, eta: 2 days, 10:42:00, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7234, loss_cls: 2.3174, loss: 2.3174, grad_norm: 3.8650 2020-07-25 14:16:24,243 - mmaction - INFO - Epoch [16][2340/3757] lr: 2.000e-02, eta: 2 days, 10:41:42, time: 0.623, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2548, loss: 2.2548, grad_norm: 4.0862 2020-07-25 14:16:37,438 - mmaction - INFO - Epoch [16][2360/3757] lr: 2.000e-02, eta: 2 days, 10:41:28, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.6977, loss_cls: 2.4503, loss: 2.4503, grad_norm: 3.9796 2020-07-25 14:16:50,052 - mmaction - INFO - Epoch [16][2380/3757] lr: 2.000e-02, eta: 2 days, 10:41:11, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3727, loss: 2.3727, grad_norm: 3.9312 2020-07-25 14:17:02,735 - mmaction - INFO - Epoch [16][2400/3757] lr: 2.000e-02, eta: 2 days, 10:40:54, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3734, loss: 2.3734, grad_norm: 3.9355 2020-07-25 14:17:15,514 - mmaction - INFO - Epoch [16][2420/3757] lr: 2.000e-02, eta: 2 days, 10:40:38, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2831, loss: 2.2831, grad_norm: 3.8989 2020-07-25 14:17:29,383 - mmaction - INFO - Epoch [16][2440/3757] lr: 2.000e-02, eta: 2 days, 10:40:27, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2750, loss: 2.2750, grad_norm: 3.7899 2020-07-25 14:17:41,940 - mmaction - INFO - Epoch [16][2460/3757] lr: 2.000e-02, eta: 2 days, 10:40:10, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3525, loss: 2.3525, grad_norm: 3.9049 2020-07-25 14:17:54,627 - mmaction - INFO - Epoch [16][2480/3757] lr: 2.000e-02, eta: 2 days, 10:39:53, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3996, loss: 2.3996, grad_norm: 4.0058 2020-07-25 14:18:07,177 - mmaction - INFO - Epoch [16][2500/3757] lr: 2.000e-02, eta: 2 days, 10:39:35, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3174, loss: 2.3174, grad_norm: 3.7800 2020-07-25 14:18:20,547 - mmaction - INFO - Epoch [16][2520/3757] lr: 2.000e-02, eta: 2 days, 10:39:22, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.3087, loss: 2.3087, grad_norm: 3.9240 2020-07-25 14:18:33,226 - mmaction - INFO - Epoch [16][2540/3757] lr: 2.000e-02, eta: 2 days, 10:39:05, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.3382, loss: 2.3382, grad_norm: 3.8762 2020-07-25 14:18:45,900 - mmaction - INFO - Epoch [16][2560/3757] lr: 2.000e-02, eta: 2 days, 10:38:48, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.8275 2020-07-25 14:18:58,921 - mmaction - INFO - Epoch [16][2580/3757] lr: 2.000e-02, eta: 2 days, 10:38:34, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7219, loss_cls: 2.2930, loss: 2.2930, grad_norm: 3.7502 2020-07-25 14:19:12,833 - mmaction - INFO - Epoch [16][2600/3757] lr: 2.000e-02, eta: 2 days, 10:38:23, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.9667 2020-07-25 14:19:26,104 - mmaction - INFO - Epoch [16][2620/3757] lr: 2.000e-02, eta: 2 days, 10:38:10, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3337, loss: 2.3337, grad_norm: 3.7593 2020-07-25 14:19:38,826 - mmaction - INFO - Epoch [16][2640/3757] lr: 2.000e-02, eta: 2 days, 10:37:53, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2843, loss: 2.2843, grad_norm: 3.7551 2020-07-25 14:19:51,932 - mmaction - INFO - Epoch [16][2660/3757] lr: 2.000e-02, eta: 2 days, 10:37:39, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3810, loss: 2.3810, grad_norm: 3.8003 2020-07-25 14:20:04,682 - mmaction - INFO - Epoch [16][2680/3757] lr: 2.000e-02, eta: 2 days, 10:37:22, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3887, loss: 2.3887, grad_norm: 3.8050 2020-07-25 14:20:17,686 - mmaction - INFO - Epoch [16][2700/3757] lr: 2.000e-02, eta: 2 days, 10:37:07, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2616, loss: 2.2616, grad_norm: 3.9375 2020-07-25 14:20:30,591 - mmaction - INFO - Epoch [16][2720/3757] lr: 2.000e-02, eta: 2 days, 10:36:52, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.3295, loss: 2.3295, grad_norm: 3.8853 2020-07-25 14:20:43,944 - mmaction - INFO - Epoch [16][2740/3757] lr: 2.000e-02, eta: 2 days, 10:36:38, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2937, loss: 2.2937, grad_norm: 3.9651 2020-07-25 14:20:56,534 - mmaction - INFO - Epoch [16][2760/3757] lr: 2.000e-02, eta: 2 days, 10:36:21, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.9200 2020-07-25 14:21:09,896 - mmaction - INFO - Epoch [16][2780/3757] lr: 2.000e-02, eta: 2 days, 10:36:08, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3539, loss: 2.3539, grad_norm: 4.0196 2020-07-25 14:21:23,538 - mmaction - INFO - Epoch [16][2800/3757] lr: 2.000e-02, eta: 2 days, 10:35:56, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4430, top5_acc: 0.7070, loss_cls: 2.3813, loss: 2.3813, grad_norm: 3.9875 2020-07-25 14:21:36,144 - mmaction - INFO - Epoch [16][2820/3757] lr: 2.000e-02, eta: 2 days, 10:35:39, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2959, loss: 2.2959, grad_norm: 3.9621 2020-07-25 14:21:50,346 - mmaction - INFO - Epoch [16][2840/3757] lr: 2.000e-02, eta: 2 days, 10:35:30, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4249, loss: 2.4249, grad_norm: 3.8914 2020-07-25 14:22:03,897 - mmaction - INFO - Epoch [16][2860/3757] lr: 2.000e-02, eta: 2 days, 10:35:18, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7180, loss_cls: 2.3376, loss: 2.3376, grad_norm: 3.8949 2020-07-25 14:22:17,198 - mmaction - INFO - Epoch [16][2880/3757] lr: 2.000e-02, eta: 2 days, 10:35:05, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7188, loss_cls: 2.3851, loss: 2.3851, grad_norm: 4.0322 2020-07-25 14:22:30,715 - mmaction - INFO - Epoch [16][2900/3757] lr: 2.000e-02, eta: 2 days, 10:34:52, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.4737, loss: 2.4737, grad_norm: 3.9232 2020-07-25 14:22:43,641 - mmaction - INFO - Epoch [16][2920/3757] lr: 2.000e-02, eta: 2 days, 10:34:37, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7258, loss_cls: 2.2943, loss: 2.2943, grad_norm: 4.0377 2020-07-25 14:22:57,667 - mmaction - INFO - Epoch [16][2940/3757] lr: 2.000e-02, eta: 2 days, 10:34:27, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2662, loss: 2.2662, grad_norm: 3.9395 2020-07-25 14:23:11,036 - mmaction - INFO - Epoch [16][2960/3757] lr: 2.000e-02, eta: 2 days, 10:34:14, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.9292 2020-07-25 14:23:23,745 - mmaction - INFO - Epoch [16][2980/3757] lr: 2.000e-02, eta: 2 days, 10:33:58, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.4452, loss: 2.4452, grad_norm: 3.9764 2020-07-25 14:23:36,457 - mmaction - INFO - Epoch [16][3000/3757] lr: 2.000e-02, eta: 2 days, 10:33:41, time: 0.636, data_time: 0.003, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.7429 2020-07-25 14:23:49,746 - mmaction - INFO - Epoch [16][3020/3757] lr: 2.000e-02, eta: 2 days, 10:33:27, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.7617 2020-07-25 14:24:03,171 - mmaction - INFO - Epoch [16][3040/3757] lr: 2.000e-02, eta: 2 days, 10:33:15, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3775, loss: 2.3775, grad_norm: 3.8820 2020-07-25 14:24:16,555 - mmaction - INFO - Epoch [16][3060/3757] lr: 2.000e-02, eta: 2 days, 10:33:01, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3246, loss: 2.3246, grad_norm: 3.8066 2020-07-25 14:24:29,409 - mmaction - INFO - Epoch [16][3080/3757] lr: 2.000e-02, eta: 2 days, 10:32:46, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7289, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.8730 2020-07-25 14:24:42,023 - mmaction - INFO - Epoch [16][3100/3757] lr: 2.000e-02, eta: 2 days, 10:32:28, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2820, loss: 2.2820, grad_norm: 3.8258 2020-07-25 14:24:55,205 - mmaction - INFO - Epoch [16][3120/3757] lr: 2.000e-02, eta: 2 days, 10:32:15, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3213, loss: 2.3213, grad_norm: 3.9450 2020-07-25 14:25:08,779 - mmaction - INFO - Epoch [16][3140/3757] lr: 2.000e-02, eta: 2 days, 10:32:02, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7359, loss_cls: 2.2916, loss: 2.2916, grad_norm: 3.9361 2020-07-25 14:25:22,130 - mmaction - INFO - Epoch [16][3160/3757] lr: 2.000e-02, eta: 2 days, 10:31:49, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7281, loss_cls: 2.3343, loss: 2.3343, grad_norm: 3.8508 2020-07-25 14:25:35,015 - mmaction - INFO - Epoch [16][3180/3757] lr: 2.000e-02, eta: 2 days, 10:31:33, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2934, loss: 2.2934, grad_norm: 3.8367 2020-07-25 14:25:47,600 - mmaction - INFO - Epoch [16][3200/3757] lr: 2.000e-02, eta: 2 days, 10:31:16, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.9488 2020-07-25 14:26:01,604 - mmaction - INFO - Epoch [16][3220/3757] lr: 2.000e-02, eta: 2 days, 10:31:06, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.7995 2020-07-25 14:26:14,698 - mmaction - INFO - Epoch [16][3240/3757] lr: 2.000e-02, eta: 2 days, 10:30:52, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7289, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.9363 2020-07-25 14:26:27,412 - mmaction - INFO - Epoch [16][3260/3757] lr: 2.000e-02, eta: 2 days, 10:30:35, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7133, loss_cls: 2.3866, loss: 2.3866, grad_norm: 3.9460 2020-07-25 14:26:40,235 - mmaction - INFO - Epoch [16][3280/3757] lr: 2.000e-02, eta: 2 days, 10:30:19, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3406, loss: 2.3406, grad_norm: 3.8808 2020-07-25 14:26:52,968 - mmaction - INFO - Epoch [16][3300/3757] lr: 2.000e-02, eta: 2 days, 10:30:03, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.9508 2020-07-25 14:27:06,253 - mmaction - INFO - Epoch [16][3320/3757] lr: 2.000e-02, eta: 2 days, 10:29:49, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7203, loss_cls: 2.3377, loss: 2.3377, grad_norm: 4.0468 2020-07-25 14:27:19,094 - mmaction - INFO - Epoch [16][3340/3757] lr: 2.000e-02, eta: 2 days, 10:29:33, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3568, loss: 2.3568, grad_norm: 3.7886 2020-07-25 14:27:31,663 - mmaction - INFO - Epoch [16][3360/3757] lr: 2.000e-02, eta: 2 days, 10:29:16, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.3018, loss: 2.3018, grad_norm: 3.9643 2020-07-25 14:27:44,513 - mmaction - INFO - Epoch [16][3380/3757] lr: 2.000e-02, eta: 2 days, 10:29:00, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.8828 2020-07-25 14:27:57,941 - mmaction - INFO - Epoch [16][3400/3757] lr: 2.000e-02, eta: 2 days, 10:28:47, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.9294 2020-07-25 14:28:10,553 - mmaction - INFO - Epoch [16][3420/3757] lr: 2.000e-02, eta: 2 days, 10:28:30, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3536, loss: 2.3536, grad_norm: 3.9290 2020-07-25 14:28:24,001 - mmaction - INFO - Epoch [16][3440/3757] lr: 2.000e-02, eta: 2 days, 10:28:18, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.9056 2020-07-25 14:28:36,721 - mmaction - INFO - Epoch [16][3460/3757] lr: 2.000e-02, eta: 2 days, 10:28:01, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.8222 2020-07-25 14:28:49,542 - mmaction - INFO - Epoch [16][3480/3757] lr: 2.000e-02, eta: 2 days, 10:27:45, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7117, loss_cls: 2.2987, loss: 2.2987, grad_norm: 4.0856 2020-07-25 14:29:03,017 - mmaction - INFO - Epoch [16][3500/3757] lr: 2.000e-02, eta: 2 days, 10:27:33, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3915, loss: 2.3915, grad_norm: 3.7650 2020-07-25 14:29:15,754 - mmaction - INFO - Epoch [16][3520/3757] lr: 2.000e-02, eta: 2 days, 10:27:16, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3188, loss: 2.3188, grad_norm: 3.9833 2020-07-25 14:29:28,392 - mmaction - INFO - Epoch [16][3540/3757] lr: 2.000e-02, eta: 2 days, 10:26:59, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.9066 2020-07-25 14:29:42,363 - mmaction - INFO - Epoch [16][3560/3757] lr: 2.000e-02, eta: 2 days, 10:26:49, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.2786, loss: 2.2786, grad_norm: 3.8939 2020-07-25 14:29:55,289 - mmaction - INFO - Epoch [16][3580/3757] lr: 2.000e-02, eta: 2 days, 10:26:34, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6805, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.9075 2020-07-25 14:30:08,202 - mmaction - INFO - Epoch [16][3600/3757] lr: 2.000e-02, eta: 2 days, 10:26:18, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7328, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.9335 2020-07-25 14:30:21,230 - mmaction - INFO - Epoch [16][3620/3757] lr: 2.000e-02, eta: 2 days, 10:26:03, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3717, loss: 2.3717, grad_norm: 3.9257 2020-07-25 14:30:33,977 - mmaction - INFO - Epoch [16][3640/3757] lr: 2.000e-02, eta: 2 days, 10:25:47, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.4623, loss: 2.4623, grad_norm: 4.1371 2020-07-25 14:30:47,337 - mmaction - INFO - Epoch [16][3660/3757] lr: 2.000e-02, eta: 2 days, 10:25:34, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7117, loss_cls: 2.3714, loss: 2.3714, grad_norm: 3.8131 2020-07-25 14:31:01,169 - mmaction - INFO - Epoch [16][3680/3757] lr: 2.000e-02, eta: 2 days, 10:25:23, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.2984, loss: 2.2984, grad_norm: 4.0010 2020-07-25 14:31:14,034 - mmaction - INFO - Epoch [16][3700/3757] lr: 2.000e-02, eta: 2 days, 10:25:08, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2785, loss: 2.2785, grad_norm: 3.9341 2020-07-25 14:31:26,681 - mmaction - INFO - Epoch [16][3720/3757] lr: 2.000e-02, eta: 2 days, 10:24:50, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7211, loss_cls: 2.3184, loss: 2.3184, grad_norm: 4.0819 2020-07-25 14:31:39,888 - mmaction - INFO - Epoch [16][3740/3757] lr: 2.000e-02, eta: 2 days, 10:24:37, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4607, loss: 2.4607, grad_norm: 4.0069 2020-07-25 14:31:50,757 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-25 14:32:16,645 - mmaction - INFO - Epoch [17][20/3757] lr: 2.000e-02, eta: 2 days, 10:24:09, time: 1.203, data_time: 0.543, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7359, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.9596 2020-07-25 14:32:29,110 - mmaction - INFO - Epoch [17][40/3757] lr: 2.000e-02, eta: 2 days, 10:23:51, time: 0.623, data_time: 0.002, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.9384 2020-07-25 14:32:41,449 - mmaction - INFO - Epoch [17][60/3757] lr: 2.000e-02, eta: 2 days, 10:23:32, time: 0.615, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.8542 2020-07-25 14:32:54,035 - mmaction - INFO - Epoch [17][80/3757] lr: 2.000e-02, eta: 2 days, 10:23:15, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0948, loss: 2.0948, grad_norm: 3.9963 2020-07-25 14:33:07,779 - mmaction - INFO - Epoch [17][100/3757] lr: 2.000e-02, eta: 2 days, 10:23:04, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7094, loss_cls: 2.4178, loss: 2.4178, grad_norm: 3.9660 2020-07-25 14:33:20,282 - mmaction - INFO - Epoch [17][120/3757] lr: 2.000e-02, eta: 2 days, 10:22:47, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2350, loss: 2.2350, grad_norm: 4.0231 2020-07-25 14:33:33,649 - mmaction - INFO - Epoch [17][140/3757] lr: 2.000e-02, eta: 2 days, 10:22:33, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.9299 2020-07-25 14:33:46,493 - mmaction - INFO - Epoch [17][160/3757] lr: 2.000e-02, eta: 2 days, 10:22:18, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.8122 2020-07-25 14:33:59,428 - mmaction - INFO - Epoch [17][180/3757] lr: 2.000e-02, eta: 2 days, 10:22:02, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2525, loss: 2.2525, grad_norm: 3.8853 2020-07-25 14:34:12,446 - mmaction - INFO - Epoch [17][200/3757] lr: 2.000e-02, eta: 2 days, 10:21:47, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.8988 2020-07-25 14:34:25,424 - mmaction - INFO - Epoch [17][220/3757] lr: 2.000e-02, eta: 2 days, 10:21:32, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2438, loss: 2.2438, grad_norm: 4.0125 2020-07-25 14:34:38,699 - mmaction - INFO - Epoch [17][240/3757] lr: 2.000e-02, eta: 2 days, 10:21:19, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7203, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.9133 2020-07-25 14:34:51,435 - mmaction - INFO - Epoch [17][260/3757] lr: 2.000e-02, eta: 2 days, 10:21:02, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.9158 2020-07-25 14:35:04,966 - mmaction - INFO - Epoch [17][280/3757] lr: 2.000e-02, eta: 2 days, 10:20:50, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.7118 2020-07-25 14:35:17,662 - mmaction - INFO - Epoch [17][300/3757] lr: 2.000e-02, eta: 2 days, 10:20:33, time: 0.635, data_time: 0.003, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3321, loss: 2.3321, grad_norm: 3.8598 2020-07-25 14:35:31,308 - mmaction - INFO - Epoch [17][320/3757] lr: 2.000e-02, eta: 2 days, 10:20:22, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2862, loss: 2.2862, grad_norm: 3.8239 2020-07-25 14:35:44,534 - mmaction - INFO - Epoch [17][340/3757] lr: 2.000e-02, eta: 2 days, 10:20:08, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.8433 2020-07-25 14:35:58,078 - mmaction - INFO - Epoch [17][360/3757] lr: 2.000e-02, eta: 2 days, 10:19:56, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.9539 2020-07-25 14:36:10,973 - mmaction - INFO - Epoch [17][380/3757] lr: 2.000e-02, eta: 2 days, 10:19:40, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7320, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.9756 2020-07-25 14:36:23,954 - mmaction - INFO - Epoch [17][400/3757] lr: 2.000e-02, eta: 2 days, 10:19:25, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2339, loss: 2.2339, grad_norm: 4.0195 2020-07-25 14:36:36,550 - mmaction - INFO - Epoch [17][420/3757] lr: 2.000e-02, eta: 2 days, 10:19:08, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7258, loss_cls: 2.3559, loss: 2.3559, grad_norm: 4.0196 2020-07-25 14:36:50,101 - mmaction - INFO - Epoch [17][440/3757] lr: 2.000e-02, eta: 2 days, 10:18:56, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.2326, loss: 2.2326, grad_norm: 4.0047 2020-07-25 14:37:03,285 - mmaction - INFO - Epoch [17][460/3757] lr: 2.000e-02, eta: 2 days, 10:18:42, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.2809, loss: 2.2809, grad_norm: 3.8904 2020-07-25 14:37:16,536 - mmaction - INFO - Epoch [17][480/3757] lr: 2.000e-02, eta: 2 days, 10:18:28, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2998, loss: 2.2998, grad_norm: 3.9999 2020-07-25 14:37:29,759 - mmaction - INFO - Epoch [17][500/3757] lr: 2.000e-02, eta: 2 days, 10:18:14, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2449, loss: 2.2449, grad_norm: 4.0050 2020-07-25 14:37:43,072 - mmaction - INFO - Epoch [17][520/3757] lr: 2.000e-02, eta: 2 days, 10:18:01, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2683, loss: 2.2683, grad_norm: 4.0213 2020-07-25 14:37:56,820 - mmaction - INFO - Epoch [17][540/3757] lr: 2.000e-02, eta: 2 days, 10:17:50, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7383, loss_cls: 2.2706, loss: 2.2706, grad_norm: 4.1395 2020-07-25 14:38:09,244 - mmaction - INFO - Epoch [17][560/3757] lr: 2.000e-02, eta: 2 days, 10:17:32, time: 0.621, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.8942 2020-07-25 14:38:22,083 - mmaction - INFO - Epoch [17][580/3757] lr: 2.000e-02, eta: 2 days, 10:17:16, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3518, loss: 2.3518, grad_norm: 3.8069 2020-07-25 14:38:34,815 - mmaction - INFO - Epoch [17][600/3757] lr: 2.000e-02, eta: 2 days, 10:16:59, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.8462 2020-07-25 14:38:47,585 - mmaction - INFO - Epoch [17][620/3757] lr: 2.000e-02, eta: 2 days, 10:16:43, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.2727, loss: 2.2727, grad_norm: 4.0000 2020-07-25 14:39:00,889 - mmaction - INFO - Epoch [17][640/3757] lr: 2.000e-02, eta: 2 days, 10:16:30, time: 0.665, data_time: 0.002, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.9477 2020-07-25 14:39:13,547 - mmaction - INFO - Epoch [17][660/3757] lr: 2.000e-02, eta: 2 days, 10:16:13, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.8387 2020-07-25 14:39:26,944 - mmaction - INFO - Epoch [17][680/3757] lr: 2.000e-02, eta: 2 days, 10:16:00, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3147, loss: 2.3147, grad_norm: 3.9232 2020-07-25 14:39:39,911 - mmaction - INFO - Epoch [17][700/3757] lr: 2.000e-02, eta: 2 days, 10:15:45, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3126, loss: 2.3126, grad_norm: 3.8757 2020-07-25 14:39:52,864 - mmaction - INFO - Epoch [17][720/3757] lr: 2.000e-02, eta: 2 days, 10:15:30, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2827, loss: 2.2827, grad_norm: 3.7725 2020-07-25 14:40:06,402 - mmaction - INFO - Epoch [17][740/3757] lr: 2.000e-02, eta: 2 days, 10:15:17, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.8785 2020-07-25 14:40:19,527 - mmaction - INFO - Epoch [17][760/3757] lr: 2.000e-02, eta: 2 days, 10:15:03, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7367, loss_cls: 2.2334, loss: 2.2334, grad_norm: 4.0637 2020-07-25 14:40:33,984 - mmaction - INFO - Epoch [17][780/3757] lr: 2.000e-02, eta: 2 days, 10:14:56, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.9984 2020-07-25 14:40:46,427 - mmaction - INFO - Epoch [17][800/3757] lr: 2.000e-02, eta: 2 days, 10:14:38, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7117, loss_cls: 2.3345, loss: 2.3345, grad_norm: 3.9250 2020-07-25 14:41:00,309 - mmaction - INFO - Epoch [17][820/3757] lr: 2.000e-02, eta: 2 days, 10:14:28, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.8911 2020-07-25 14:41:13,666 - mmaction - INFO - Epoch [17][840/3757] lr: 2.000e-02, eta: 2 days, 10:14:14, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.8242 2020-07-25 14:41:26,885 - mmaction - INFO - Epoch [17][860/3757] lr: 2.000e-02, eta: 2 days, 10:14:00, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.9855 2020-07-25 14:41:39,592 - mmaction - INFO - Epoch [17][880/3757] lr: 2.000e-02, eta: 2 days, 10:13:44, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.8616 2020-07-25 14:41:53,463 - mmaction - INFO - Epoch [17][900/3757] lr: 2.000e-02, eta: 2 days, 10:13:34, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.2950, loss: 2.2950, grad_norm: 3.9637 2020-07-25 14:42:06,600 - mmaction - INFO - Epoch [17][920/3757] lr: 2.000e-02, eta: 2 days, 10:13:19, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.8743 2020-07-25 14:42:20,216 - mmaction - INFO - Epoch [17][940/3757] lr: 2.000e-02, eta: 2 days, 10:13:07, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.9048 2020-07-25 14:42:32,731 - mmaction - INFO - Epoch [17][960/3757] lr: 2.000e-02, eta: 2 days, 10:12:50, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3372, loss: 2.3372, grad_norm: 3.6616 2020-07-25 14:42:45,609 - mmaction - INFO - Epoch [17][980/3757] lr: 2.000e-02, eta: 2 days, 10:12:34, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7344, loss_cls: 2.2393, loss: 2.2393, grad_norm: 4.1028 2020-07-25 14:42:58,372 - mmaction - INFO - Epoch [17][1000/3757] lr: 2.000e-02, eta: 2 days, 10:12:18, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3386, loss: 2.3386, grad_norm: 3.8899 2020-07-25 14:43:11,372 - mmaction - INFO - Epoch [17][1020/3757] lr: 2.000e-02, eta: 2 days, 10:12:03, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3613, loss: 2.3613, grad_norm: 3.9347 2020-07-25 14:43:24,055 - mmaction - INFO - Epoch [17][1040/3757] lr: 2.000e-02, eta: 2 days, 10:11:47, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3376, loss: 2.3376, grad_norm: 3.9092 2020-07-25 14:43:37,511 - mmaction - INFO - Epoch [17][1060/3757] lr: 2.000e-02, eta: 2 days, 10:11:34, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7367, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.8817 2020-07-25 14:43:51,023 - mmaction - INFO - Epoch [17][1080/3757] lr: 2.000e-02, eta: 2 days, 10:11:22, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2850, loss: 2.2850, grad_norm: 4.1573 2020-07-25 14:44:03,608 - mmaction - INFO - Epoch [17][1100/3757] lr: 2.000e-02, eta: 2 days, 10:11:05, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.3160, loss: 2.3160, grad_norm: 3.9542 2020-07-25 14:44:16,681 - mmaction - INFO - Epoch [17][1120/3757] lr: 2.000e-02, eta: 2 days, 10:10:49, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.4328, loss: 2.4328, grad_norm: 3.9374 2020-07-25 14:44:29,146 - mmaction - INFO - Epoch [17][1140/3757] lr: 2.000e-02, eta: 2 days, 10:10:32, time: 0.629, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7195, loss_cls: 2.3348, loss: 2.3348, grad_norm: 3.8234 2020-07-25 14:44:43,106 - mmaction - INFO - Epoch [17][1160/3757] lr: 2.000e-02, eta: 2 days, 10:10:22, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.8419 2020-07-25 14:44:56,173 - mmaction - INFO - Epoch [17][1180/3757] lr: 2.000e-02, eta: 2 days, 10:10:08, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.9675 2020-07-25 14:45:09,293 - mmaction - INFO - Epoch [17][1200/3757] lr: 2.000e-02, eta: 2 days, 10:09:53, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6867, loss_cls: 2.4506, loss: 2.4506, grad_norm: 3.9710 2020-07-25 14:45:22,916 - mmaction - INFO - Epoch [17][1220/3757] lr: 2.000e-02, eta: 2 days, 10:09:42, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4422, top5_acc: 0.7008, loss_cls: 2.3956, loss: 2.3956, grad_norm: 4.0859 2020-07-25 14:45:36,944 - mmaction - INFO - Epoch [17][1240/3757] lr: 2.000e-02, eta: 2 days, 10:09:24, time: 0.625, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3481, loss: 2.3481, grad_norm: 3.8964 2020-07-25 14:45:49,528 - mmaction - INFO - Epoch [17][1260/3757] lr: 2.000e-02, eta: 2 days, 10:09:15, time: 0.704, data_time: 0.080, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2843, loss: 2.2843, grad_norm: 3.8837 2020-07-25 14:46:03,776 - mmaction - INFO - Epoch [17][1280/3757] lr: 2.000e-02, eta: 2 days, 10:09:06, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.9597 2020-07-25 14:46:16,382 - mmaction - INFO - Epoch [17][1300/3757] lr: 2.000e-02, eta: 2 days, 10:08:49, time: 0.631, data_time: 0.003, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.3992, loss: 2.3992, grad_norm: 3.9551 2020-07-25 14:46:29,955 - mmaction - INFO - Epoch [17][1320/3757] lr: 2.000e-02, eta: 2 days, 10:08:37, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3587, loss: 2.3587, grad_norm: 3.9455 2020-07-25 14:46:42,390 - mmaction - INFO - Epoch [17][1340/3757] lr: 2.000e-02, eta: 2 days, 10:08:19, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.3527, loss: 2.3527, grad_norm: 4.0134 2020-07-25 14:46:55,674 - mmaction - INFO - Epoch [17][1360/3757] lr: 2.000e-02, eta: 2 days, 10:08:05, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.8914 2020-07-25 14:47:08,316 - mmaction - INFO - Epoch [17][1380/3757] lr: 2.000e-02, eta: 2 days, 10:07:49, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2515, loss: 2.2515, grad_norm: 3.8605 2020-07-25 14:47:21,790 - mmaction - INFO - Epoch [17][1400/3757] lr: 2.000e-02, eta: 2 days, 10:07:36, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7297, loss_cls: 2.3253, loss: 2.3253, grad_norm: 4.0773 2020-07-25 14:47:35,042 - mmaction - INFO - Epoch [17][1420/3757] lr: 2.000e-02, eta: 2 days, 10:07:23, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.9284 2020-07-25 14:47:47,707 - mmaction - INFO - Epoch [17][1440/3757] lr: 2.000e-02, eta: 2 days, 10:07:06, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7148, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.9000 2020-07-25 14:48:00,941 - mmaction - INFO - Epoch [17][1460/3757] lr: 2.000e-02, eta: 2 days, 10:06:52, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.9974 2020-07-25 14:48:15,190 - mmaction - INFO - Epoch [17][1480/3757] lr: 2.000e-02, eta: 2 days, 10:06:44, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.2920, loss: 2.2920, grad_norm: 3.9574 2020-07-25 14:48:27,556 - mmaction - INFO - Epoch [17][1500/3757] lr: 2.000e-02, eta: 2 days, 10:06:26, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.8875 2020-07-25 14:48:41,263 - mmaction - INFO - Epoch [17][1520/3757] lr: 2.000e-02, eta: 2 days, 10:06:14, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.8749 2020-07-25 14:48:53,747 - mmaction - INFO - Epoch [17][1540/3757] lr: 2.000e-02, eta: 2 days, 10:05:57, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.3046, loss: 2.3046, grad_norm: 3.8513 2020-07-25 14:49:07,098 - mmaction - INFO - Epoch [17][1560/3757] lr: 2.000e-02, eta: 2 days, 10:05:43, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.8119 2020-07-25 14:49:20,502 - mmaction - INFO - Epoch [17][1580/3757] lr: 2.000e-02, eta: 2 days, 10:05:30, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.3211, loss: 2.3211, grad_norm: 3.9562 2020-07-25 14:49:33,941 - mmaction - INFO - Epoch [17][1600/3757] lr: 2.000e-02, eta: 2 days, 10:05:18, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3754, loss: 2.3754, grad_norm: 3.7320 2020-07-25 14:49:46,395 - mmaction - INFO - Epoch [17][1620/3757] lr: 2.000e-02, eta: 2 days, 10:05:00, time: 0.622, data_time: 0.003, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.8787 2020-07-25 14:49:59,533 - mmaction - INFO - Epoch [17][1640/3757] lr: 2.000e-02, eta: 2 days, 10:04:46, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.7737 2020-07-25 14:50:12,230 - mmaction - INFO - Epoch [17][1660/3757] lr: 2.000e-02, eta: 2 days, 10:04:29, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.8752 2020-07-25 14:50:24,995 - mmaction - INFO - Epoch [17][1680/3757] lr: 2.000e-02, eta: 2 days, 10:04:13, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.8845 2020-07-25 14:50:37,591 - mmaction - INFO - Epoch [17][1700/3757] lr: 2.000e-02, eta: 2 days, 10:03:56, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.7779 2020-07-25 14:50:50,713 - mmaction - INFO - Epoch [17][1720/3757] lr: 2.000e-02, eta: 2 days, 10:03:42, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7258, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.8941 2020-07-25 14:51:03,395 - mmaction - INFO - Epoch [17][1740/3757] lr: 2.000e-02, eta: 2 days, 10:03:25, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4594, top5_acc: 0.6891, loss_cls: 2.4013, loss: 2.4013, grad_norm: 4.0231 2020-07-25 14:51:16,271 - mmaction - INFO - Epoch [17][1760/3757] lr: 2.000e-02, eta: 2 days, 10:03:10, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.9906 2020-07-25 14:51:30,637 - mmaction - INFO - Epoch [17][1780/3757] lr: 2.000e-02, eta: 2 days, 10:03:02, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3666, loss: 2.3666, grad_norm: 3.8989 2020-07-25 14:51:42,907 - mmaction - INFO - Epoch [17][1800/3757] lr: 2.000e-02, eta: 2 days, 10:02:43, time: 0.614, data_time: 0.003, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3388, loss: 2.3388, grad_norm: 3.8727 2020-07-25 14:51:56,069 - mmaction - INFO - Epoch [17][1820/3757] lr: 2.000e-02, eta: 2 days, 10:02:29, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.7936 2020-07-25 14:52:08,659 - mmaction - INFO - Epoch [17][1840/3757] lr: 2.000e-02, eta: 2 days, 10:02:12, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3674, loss: 2.3674, grad_norm: 3.9717 2020-07-25 14:52:21,554 - mmaction - INFO - Epoch [17][1860/3757] lr: 2.000e-02, eta: 2 days, 10:01:56, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.3308, loss: 2.3308, grad_norm: 3.8455 2020-07-25 14:52:34,598 - mmaction - INFO - Epoch [17][1880/3757] lr: 2.000e-02, eta: 2 days, 10:01:42, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7234, loss_cls: 2.3267, loss: 2.3267, grad_norm: 4.0101 2020-07-25 14:52:47,960 - mmaction - INFO - Epoch [17][1900/3757] lr: 2.000e-02, eta: 2 days, 10:01:28, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7094, loss_cls: 2.2858, loss: 2.2858, grad_norm: 3.8707 2020-07-25 14:53:00,569 - mmaction - INFO - Epoch [17][1920/3757] lr: 2.000e-02, eta: 2 days, 10:01:12, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.8435 2020-07-25 14:53:13,976 - mmaction - INFO - Epoch [17][1940/3757] lr: 2.000e-02, eta: 2 days, 10:00:59, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2501, loss: 2.2501, grad_norm: 3.8757 2020-07-25 14:53:27,778 - mmaction - INFO - Epoch [17][1960/3757] lr: 2.000e-02, eta: 2 days, 10:00:48, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.9738 2020-07-25 14:53:40,830 - mmaction - INFO - Epoch [17][1980/3757] lr: 2.000e-02, eta: 2 days, 10:00:33, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.3750, loss: 2.3750, grad_norm: 3.8964 2020-07-25 14:53:53,917 - mmaction - INFO - Epoch [17][2000/3757] lr: 2.000e-02, eta: 2 days, 10:00:19, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2344, loss: 2.2344, grad_norm: 3.8714 2020-07-25 14:54:07,276 - mmaction - INFO - Epoch [17][2020/3757] lr: 2.000e-02, eta: 2 days, 10:00:06, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7234, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.9777 2020-07-25 14:54:20,956 - mmaction - INFO - Epoch [17][2040/3757] lr: 2.000e-02, eta: 2 days, 9:59:54, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.9225 2020-07-25 14:54:33,737 - mmaction - INFO - Epoch [17][2060/3757] lr: 2.000e-02, eta: 2 days, 9:59:38, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3509, loss: 2.3509, grad_norm: 3.9745 2020-07-25 14:54:47,651 - mmaction - INFO - Epoch [17][2080/3757] lr: 2.000e-02, eta: 2 days, 9:59:28, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2920, loss: 2.2920, grad_norm: 3.9641 2020-07-25 14:55:00,245 - mmaction - INFO - Epoch [17][2100/3757] lr: 2.000e-02, eta: 2 days, 9:59:11, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.9587 2020-07-25 14:55:12,846 - mmaction - INFO - Epoch [17][2120/3757] lr: 2.000e-02, eta: 2 days, 9:58:54, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7320, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.9599 2020-07-25 14:55:25,598 - mmaction - INFO - Epoch [17][2140/3757] lr: 2.000e-02, eta: 2 days, 9:58:38, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.9667 2020-07-25 14:55:39,188 - mmaction - INFO - Epoch [17][2160/3757] lr: 2.000e-02, eta: 2 days, 9:58:26, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.9399 2020-07-25 14:55:51,806 - mmaction - INFO - Epoch [17][2180/3757] lr: 2.000e-02, eta: 2 days, 9:58:09, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.9385 2020-07-25 14:56:05,003 - mmaction - INFO - Epoch [17][2200/3757] lr: 2.000e-02, eta: 2 days, 9:57:55, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1091, loss: 2.1091, grad_norm: 3.9122 2020-07-25 14:56:18,853 - mmaction - INFO - Epoch [17][2220/3757] lr: 2.000e-02, eta: 2 days, 9:57:44, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.9131 2020-07-25 14:56:31,769 - mmaction - INFO - Epoch [17][2240/3757] lr: 2.000e-02, eta: 2 days, 9:57:29, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3067, loss: 2.3067, grad_norm: 4.0058 2020-07-25 14:56:44,539 - mmaction - INFO - Epoch [17][2260/3757] lr: 2.000e-02, eta: 2 days, 9:57:13, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3085, loss: 2.3085, grad_norm: 3.9340 2020-07-25 14:56:57,631 - mmaction - INFO - Epoch [17][2280/3757] lr: 2.000e-02, eta: 2 days, 9:56:59, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.8283 2020-07-25 14:57:10,326 - mmaction - INFO - Epoch [17][2300/3757] lr: 2.000e-02, eta: 2 days, 9:56:42, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4257, loss: 2.4257, grad_norm: 3.7853 2020-07-25 14:57:23,783 - mmaction - INFO - Epoch [17][2320/3757] lr: 2.000e-02, eta: 2 days, 9:56:30, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.8274 2020-07-25 14:57:36,375 - mmaction - INFO - Epoch [17][2340/3757] lr: 2.000e-02, eta: 2 days, 9:56:12, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3971, loss: 2.3971, grad_norm: 3.8865 2020-07-25 14:57:49,043 - mmaction - INFO - Epoch [17][2360/3757] lr: 2.000e-02, eta: 2 days, 9:55:56, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.4218, loss: 2.4218, grad_norm: 4.0304 2020-07-25 14:58:02,273 - mmaction - INFO - Epoch [17][2380/3757] lr: 2.000e-02, eta: 2 days, 9:55:42, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.3449, loss: 2.3449, grad_norm: 3.8705 2020-07-25 14:58:15,040 - mmaction - INFO - Epoch [17][2400/3757] lr: 2.000e-02, eta: 2 days, 9:55:26, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3502, loss: 2.3502, grad_norm: 3.9322 2020-07-25 14:58:28,598 - mmaction - INFO - Epoch [17][2420/3757] lr: 2.000e-02, eta: 2 days, 9:55:14, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3057, loss: 2.3057, grad_norm: 3.8762 2020-07-25 14:58:41,411 - mmaction - INFO - Epoch [17][2440/3757] lr: 2.000e-02, eta: 2 days, 9:54:58, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.8874 2020-07-25 14:58:54,083 - mmaction - INFO - Epoch [17][2460/3757] lr: 2.000e-02, eta: 2 days, 9:54:42, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.3401, loss: 2.3401, grad_norm: 3.9277 2020-07-25 14:59:06,798 - mmaction - INFO - Epoch [17][2480/3757] lr: 2.000e-02, eta: 2 days, 9:54:26, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2840, loss: 2.2840, grad_norm: 3.8188 2020-07-25 14:59:19,581 - mmaction - INFO - Epoch [17][2500/3757] lr: 2.000e-02, eta: 2 days, 9:54:09, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7422, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.8297 2020-07-25 14:59:32,751 - mmaction - INFO - Epoch [17][2520/3757] lr: 2.000e-02, eta: 2 days, 9:53:55, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7008, loss_cls: 2.3749, loss: 2.3749, grad_norm: 4.0852 2020-07-25 14:59:46,237 - mmaction - INFO - Epoch [17][2540/3757] lr: 2.000e-02, eta: 2 days, 9:53:43, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7320, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.8797 2020-07-25 14:59:59,386 - mmaction - INFO - Epoch [17][2560/3757] lr: 2.000e-02, eta: 2 days, 9:53:29, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.3322, loss: 2.3322, grad_norm: 3.8422 2020-07-25 15:00:14,493 - mmaction - INFO - Epoch [17][2580/3757] lr: 2.000e-02, eta: 2 days, 9:53:23, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.9541 2020-07-25 15:00:27,007 - mmaction - INFO - Epoch [17][2600/3757] lr: 2.000e-02, eta: 2 days, 9:53:07, time: 0.635, data_time: 0.020, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2885, loss: 2.2885, grad_norm: 4.0686 2020-07-25 15:00:39,824 - mmaction - INFO - Epoch [17][2620/3757] lr: 2.000e-02, eta: 2 days, 9:52:51, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7000, loss_cls: 2.4183, loss: 2.4183, grad_norm: 3.9347 2020-07-25 15:00:53,109 - mmaction - INFO - Epoch [17][2640/3757] lr: 2.000e-02, eta: 2 days, 9:52:38, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.8005 2020-07-25 15:01:06,304 - mmaction - INFO - Epoch [17][2660/3757] lr: 2.000e-02, eta: 2 days, 9:52:24, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7359, loss_cls: 2.2849, loss: 2.2849, grad_norm: 4.0075 2020-07-25 15:01:19,813 - mmaction - INFO - Epoch [17][2680/3757] lr: 2.000e-02, eta: 2 days, 9:52:12, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7148, loss_cls: 2.3505, loss: 2.3505, grad_norm: 4.0340 2020-07-25 15:01:33,010 - mmaction - INFO - Epoch [17][2700/3757] lr: 2.000e-02, eta: 2 days, 9:51:58, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.9784 2020-07-25 15:01:45,494 - mmaction - INFO - Epoch [17][2720/3757] lr: 2.000e-02, eta: 2 days, 9:51:40, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.8808 2020-07-25 15:01:58,389 - mmaction - INFO - Epoch [17][2740/3757] lr: 2.000e-02, eta: 2 days, 9:51:25, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7320, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.9703 2020-07-25 15:02:11,004 - mmaction - INFO - Epoch [17][2760/3757] lr: 2.000e-02, eta: 2 days, 9:51:08, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.8150 2020-07-25 15:02:24,211 - mmaction - INFO - Epoch [17][2780/3757] lr: 2.000e-02, eta: 2 days, 9:50:54, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.4000, loss: 2.4000, grad_norm: 3.8409 2020-07-25 15:02:37,056 - mmaction - INFO - Epoch [17][2800/3757] lr: 2.000e-02, eta: 2 days, 9:50:39, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.9278 2020-07-25 15:02:49,751 - mmaction - INFO - Epoch [17][2820/3757] lr: 2.000e-02, eta: 2 days, 9:50:22, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.4112, loss: 2.4112, grad_norm: 4.1011 2020-07-25 15:03:02,650 - mmaction - INFO - Epoch [17][2840/3757] lr: 2.000e-02, eta: 2 days, 9:50:06, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.2909, loss: 2.2909, grad_norm: 3.9901 2020-07-25 15:03:16,049 - mmaction - INFO - Epoch [17][2860/3757] lr: 2.000e-02, eta: 2 days, 9:49:54, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.9051 2020-07-25 15:03:29,025 - mmaction - INFO - Epoch [17][2880/3757] lr: 2.000e-02, eta: 2 days, 9:49:39, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7141, loss_cls: 2.3606, loss: 2.3606, grad_norm: 3.9997 2020-07-25 15:03:41,572 - mmaction - INFO - Epoch [17][2900/3757] lr: 2.000e-02, eta: 2 days, 9:49:22, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3679, loss: 2.3679, grad_norm: 3.7442 2020-07-25 15:03:54,714 - mmaction - INFO - Epoch [17][2920/3757] lr: 2.000e-02, eta: 2 days, 9:49:08, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.3780, loss: 2.3780, grad_norm: 3.8979 2020-07-25 15:04:08,176 - mmaction - INFO - Epoch [17][2940/3757] lr: 2.000e-02, eta: 2 days, 9:48:55, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7609, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.8129 2020-07-25 15:04:20,761 - mmaction - INFO - Epoch [17][2960/3757] lr: 2.000e-02, eta: 2 days, 9:48:38, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2537, loss: 2.2537, grad_norm: 4.0368 2020-07-25 15:04:34,759 - mmaction - INFO - Epoch [17][2980/3757] lr: 2.000e-02, eta: 2 days, 9:48:28, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2685, loss: 2.2685, grad_norm: 3.8132 2020-07-25 15:04:48,137 - mmaction - INFO - Epoch [17][3000/3757] lr: 2.000e-02, eta: 2 days, 9:48:15, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.8340 2020-07-25 15:05:00,749 - mmaction - INFO - Epoch [17][3020/3757] lr: 2.000e-02, eta: 2 days, 9:47:58, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7109, loss_cls: 2.3072, loss: 2.3072, grad_norm: 3.8999 2020-07-25 15:05:13,524 - mmaction - INFO - Epoch [17][3040/3757] lr: 2.000e-02, eta: 2 days, 9:47:42, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7430, loss_cls: 2.2384, loss: 2.2384, grad_norm: 3.9350 2020-07-25 15:05:26,100 - mmaction - INFO - Epoch [17][3060/3757] lr: 2.000e-02, eta: 2 days, 9:47:25, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4289, top5_acc: 0.7148, loss_cls: 2.4143, loss: 2.4143, grad_norm: 3.8506 2020-07-25 15:05:39,280 - mmaction - INFO - Epoch [17][3080/3757] lr: 2.000e-02, eta: 2 days, 9:47:11, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4019, loss: 2.4019, grad_norm: 4.0026 2020-07-25 15:05:51,874 - mmaction - INFO - Epoch [17][3100/3757] lr: 2.000e-02, eta: 2 days, 9:46:54, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7039, loss_cls: 2.3516, loss: 2.3516, grad_norm: 3.8726 2020-07-25 15:06:04,816 - mmaction - INFO - Epoch [17][3120/3757] lr: 2.000e-02, eta: 2 days, 9:46:39, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3228, loss: 2.3228, grad_norm: 3.9182 2020-07-25 15:06:18,162 - mmaction - INFO - Epoch [17][3140/3757] lr: 2.000e-02, eta: 2 days, 9:46:26, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7047, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.7630 2020-07-25 15:06:31,647 - mmaction - INFO - Epoch [17][3160/3757] lr: 2.000e-02, eta: 2 days, 9:46:14, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3436, loss: 2.3436, grad_norm: 3.9226 2020-07-25 15:06:45,286 - mmaction - INFO - Epoch [17][3180/3757] lr: 2.000e-02, eta: 2 days, 9:46:02, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8405 2020-07-25 15:06:58,008 - mmaction - INFO - Epoch [17][3200/3757] lr: 2.000e-02, eta: 2 days, 9:45:45, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.9510 2020-07-25 15:07:11,593 - mmaction - INFO - Epoch [17][3220/3757] lr: 2.000e-02, eta: 2 days, 9:45:34, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.3952, loss: 2.3952, grad_norm: 3.9661 2020-07-25 15:07:23,987 - mmaction - INFO - Epoch [17][3240/3757] lr: 2.000e-02, eta: 2 days, 9:45:16, time: 0.619, data_time: 0.002, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.7856 2020-07-25 15:07:37,118 - mmaction - INFO - Epoch [17][3260/3757] lr: 2.000e-02, eta: 2 days, 9:45:02, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.9685 2020-07-25 15:07:50,202 - mmaction - INFO - Epoch [17][3280/3757] lr: 2.000e-02, eta: 2 days, 9:44:47, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3890, loss: 2.3890, grad_norm: 4.0026 2020-07-25 15:08:03,926 - mmaction - INFO - Epoch [17][3300/3757] lr: 2.000e-02, eta: 2 days, 9:44:36, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3527, loss: 2.3527, grad_norm: 3.8498 2020-07-25 15:08:17,016 - mmaction - INFO - Epoch [17][3320/3757] lr: 2.000e-02, eta: 2 days, 9:44:22, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.2518, loss: 2.2518, grad_norm: 3.9288 2020-07-25 15:08:30,002 - mmaction - INFO - Epoch [17][3340/3757] lr: 2.000e-02, eta: 2 days, 9:44:07, time: 0.649, data_time: 0.003, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.4185, loss: 2.4185, grad_norm: 3.9370 2020-07-25 15:08:43,088 - mmaction - INFO - Epoch [17][3360/3757] lr: 2.000e-02, eta: 2 days, 9:43:52, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4480, loss: 2.4480, grad_norm: 3.8323 2020-07-25 15:08:56,870 - mmaction - INFO - Epoch [17][3380/3757] lr: 2.000e-02, eta: 2 days, 9:43:41, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2894, loss: 2.2894, grad_norm: 3.8989 2020-07-25 15:09:09,501 - mmaction - INFO - Epoch [17][3400/3757] lr: 2.000e-02, eta: 2 days, 9:43:24, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3510, loss: 2.3510, grad_norm: 3.9624 2020-07-25 15:09:22,112 - mmaction - INFO - Epoch [17][3420/3757] lr: 2.000e-02, eta: 2 days, 9:43:08, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.9518 2020-07-25 15:09:35,614 - mmaction - INFO - Epoch [17][3440/3757] lr: 2.000e-02, eta: 2 days, 9:42:55, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.3420, loss: 2.3420, grad_norm: 3.9532 2020-07-25 15:09:48,516 - mmaction - INFO - Epoch [17][3460/3757] lr: 2.000e-02, eta: 2 days, 9:42:40, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.8140 2020-07-25 15:10:01,304 - mmaction - INFO - Epoch [17][3480/3757] lr: 2.000e-02, eta: 2 days, 9:42:24, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.8369 2020-07-25 15:10:14,000 - mmaction - INFO - Epoch [17][3500/3757] lr: 2.000e-02, eta: 2 days, 9:42:08, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7164, loss_cls: 2.3217, loss: 2.3217, grad_norm: 3.8835 2020-07-25 15:10:26,866 - mmaction - INFO - Epoch [17][3520/3757] lr: 2.000e-02, eta: 2 days, 9:41:52, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3125, loss: 2.3125, grad_norm: 3.8521 2020-07-25 15:10:39,655 - mmaction - INFO - Epoch [17][3540/3757] lr: 2.000e-02, eta: 2 days, 9:41:36, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.8298 2020-07-25 15:10:52,801 - mmaction - INFO - Epoch [17][3560/3757] lr: 2.000e-02, eta: 2 days, 9:41:22, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7211, loss_cls: 2.4026, loss: 2.4026, grad_norm: 3.9390 2020-07-25 15:11:05,431 - mmaction - INFO - Epoch [17][3580/3757] lr: 2.000e-02, eta: 2 days, 9:41:06, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.8773 2020-07-25 15:11:18,181 - mmaction - INFO - Epoch [17][3600/3757] lr: 2.000e-02, eta: 2 days, 9:40:49, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.8032 2020-07-25 15:11:30,967 - mmaction - INFO - Epoch [17][3620/3757] lr: 2.000e-02, eta: 2 days, 9:40:34, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3699, loss: 2.3699, grad_norm: 3.9799 2020-07-25 15:11:43,816 - mmaction - INFO - Epoch [17][3640/3757] lr: 2.000e-02, eta: 2 days, 9:40:18, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.4175, loss: 2.4175, grad_norm: 3.9129 2020-07-25 15:11:57,666 - mmaction - INFO - Epoch [17][3660/3757] lr: 2.000e-02, eta: 2 days, 9:40:07, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.3005, loss: 2.3005, grad_norm: 3.9763 2020-07-25 15:12:10,065 - mmaction - INFO - Epoch [17][3680/3757] lr: 2.000e-02, eta: 2 days, 9:39:49, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4305, top5_acc: 0.7000, loss_cls: 2.4404, loss: 2.4404, grad_norm: 3.9595 2020-07-25 15:12:23,424 - mmaction - INFO - Epoch [17][3700/3757] lr: 2.000e-02, eta: 2 days, 9:39:37, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7258, loss_cls: 2.2681, loss: 2.2681, grad_norm: 3.9533 2020-07-25 15:12:36,145 - mmaction - INFO - Epoch [17][3720/3757] lr: 2.000e-02, eta: 2 days, 9:39:20, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3406, loss: 2.3406, grad_norm: 3.9946 2020-07-25 15:12:48,902 - mmaction - INFO - Epoch [17][3740/3757] lr: 2.000e-02, eta: 2 days, 9:39:04, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3645, loss: 2.3645, grad_norm: 3.8375 2020-07-25 15:12:59,795 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-07-25 15:13:25,833 - mmaction - INFO - Epoch [18][20/3757] lr: 2.000e-02, eta: 2 days, 9:38:39, time: 1.227, data_time: 0.606, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2302, loss: 2.2302, grad_norm: 3.9065 2020-07-25 15:13:38,177 - mmaction - INFO - Epoch [18][40/3757] lr: 2.000e-02, eta: 2 days, 9:38:21, time: 0.617, data_time: 0.002, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7453, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.8604 2020-07-25 15:13:50,558 - mmaction - INFO - Epoch [18][60/3757] lr: 2.000e-02, eta: 2 days, 9:38:03, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7203, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.8709 2020-07-25 15:14:03,346 - mmaction - INFO - Epoch [18][80/3757] lr: 2.000e-02, eta: 2 days, 9:37:48, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2624, loss: 2.2624, grad_norm: 3.8358 2020-07-25 15:14:17,491 - mmaction - INFO - Epoch [18][100/3757] lr: 2.000e-02, eta: 2 days, 9:37:38, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.3441, loss: 2.3441, grad_norm: 4.0317 2020-07-25 15:14:30,258 - mmaction - INFO - Epoch [18][120/3757] lr: 2.000e-02, eta: 2 days, 9:37:22, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.2907, loss: 2.2907, grad_norm: 3.8410 2020-07-25 15:14:42,817 - mmaction - INFO - Epoch [18][140/3757] lr: 2.000e-02, eta: 2 days, 9:37:05, time: 0.625, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.7936 2020-07-25 15:14:55,525 - mmaction - INFO - Epoch [18][160/3757] lr: 2.000e-02, eta: 2 days, 9:36:49, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1881, loss: 2.1881, grad_norm: 3.9255 2020-07-25 15:15:08,749 - mmaction - INFO - Epoch [18][180/3757] lr: 2.000e-02, eta: 2 days, 9:36:35, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4085, loss: 2.4085, grad_norm: 3.9087 2020-07-25 15:15:21,484 - mmaction - INFO - Epoch [18][200/3757] lr: 2.000e-02, eta: 2 days, 9:36:19, time: 0.637, data_time: 0.003, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.7907 2020-07-25 15:15:35,313 - mmaction - INFO - Epoch [18][220/3757] lr: 2.000e-02, eta: 2 days, 9:36:09, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7453, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.9619 2020-07-25 15:15:48,656 - mmaction - INFO - Epoch [18][240/3757] lr: 2.000e-02, eta: 2 days, 9:35:55, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.1724, loss: 2.1724, grad_norm: 3.8304 2020-07-25 15:16:01,254 - mmaction - INFO - Epoch [18][260/3757] lr: 2.000e-02, eta: 2 days, 9:35:39, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.7998 2020-07-25 15:16:14,757 - mmaction - INFO - Epoch [18][280/3757] lr: 2.000e-02, eta: 2 days, 9:35:26, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.8743 2020-07-25 15:16:27,856 - mmaction - INFO - Epoch [18][300/3757] lr: 2.000e-02, eta: 2 days, 9:35:12, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.8055 2020-07-25 15:16:40,633 - mmaction - INFO - Epoch [18][320/3757] lr: 2.000e-02, eta: 2 days, 9:34:56, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3638, loss: 2.3638, grad_norm: 4.0758 2020-07-25 15:16:53,473 - mmaction - INFO - Epoch [18][340/3757] lr: 2.000e-02, eta: 2 days, 9:34:41, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.9108 2020-07-25 15:17:06,182 - mmaction - INFO - Epoch [18][360/3757] lr: 2.000e-02, eta: 2 days, 9:34:24, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3026, loss: 2.3026, grad_norm: 4.0108 2020-07-25 15:17:19,130 - mmaction - INFO - Epoch [18][380/3757] lr: 2.000e-02, eta: 2 days, 9:34:09, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7227, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.8309 2020-07-25 15:17:32,264 - mmaction - INFO - Epoch [18][400/3757] lr: 2.000e-02, eta: 2 days, 9:33:55, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.9805 2020-07-25 15:17:45,736 - mmaction - INFO - Epoch [18][420/3757] lr: 2.000e-02, eta: 2 days, 9:33:42, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7055, loss_cls: 2.3185, loss: 2.3185, grad_norm: 3.9282 2020-07-25 15:17:59,352 - mmaction - INFO - Epoch [18][440/3757] lr: 2.000e-02, eta: 2 days, 9:33:30, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.2996, loss: 2.2996, grad_norm: 4.0498 2020-07-25 15:18:13,078 - mmaction - INFO - Epoch [18][460/3757] lr: 2.000e-02, eta: 2 days, 9:33:19, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.3289, loss: 2.3289, grad_norm: 3.9836 2020-07-25 15:18:25,726 - mmaction - INFO - Epoch [18][480/3757] lr: 2.000e-02, eta: 2 days, 9:33:03, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7391, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.8397 2020-07-25 15:18:38,427 - mmaction - INFO - Epoch [18][500/3757] lr: 2.000e-02, eta: 2 days, 9:32:47, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.3118, loss: 2.3118, grad_norm: 3.9242 2020-07-25 15:18:51,176 - mmaction - INFO - Epoch [18][520/3757] lr: 2.000e-02, eta: 2 days, 9:32:30, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2904, loss: 2.2904, grad_norm: 3.9382 2020-07-25 15:19:04,627 - mmaction - INFO - Epoch [18][540/3757] lr: 2.000e-02, eta: 2 days, 9:32:18, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.8711 2020-07-25 15:19:17,207 - mmaction - INFO - Epoch [18][560/3757] lr: 2.000e-02, eta: 2 days, 9:32:01, time: 0.630, data_time: 0.003, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3616, loss: 2.3616, grad_norm: 4.0302 2020-07-25 15:19:30,122 - mmaction - INFO - Epoch [18][580/3757] lr: 2.000e-02, eta: 2 days, 9:31:46, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2296, loss: 2.2296, grad_norm: 3.8826 2020-07-25 15:19:43,929 - mmaction - INFO - Epoch [18][600/3757] lr: 2.000e-02, eta: 2 days, 9:31:35, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.2024, loss: 2.2024, grad_norm: 4.0207 2020-07-25 15:19:57,053 - mmaction - INFO - Epoch [18][620/3757] lr: 2.000e-02, eta: 2 days, 9:31:21, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.3125, loss: 2.3125, grad_norm: 3.8691 2020-07-25 15:20:10,662 - mmaction - INFO - Epoch [18][640/3757] lr: 2.000e-02, eta: 2 days, 9:31:09, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7320, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.9740 2020-07-25 15:20:23,078 - mmaction - INFO - Epoch [18][660/3757] lr: 2.000e-02, eta: 2 days, 9:30:51, time: 0.620, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.2757, loss: 2.2757, grad_norm: 3.7941 2020-07-25 15:20:35,808 - mmaction - INFO - Epoch [18][680/3757] lr: 2.000e-02, eta: 2 days, 9:30:35, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7023, loss_cls: 2.3548, loss: 2.3548, grad_norm: 3.7992 2020-07-25 15:20:48,465 - mmaction - INFO - Epoch [18][700/3757] lr: 2.000e-02, eta: 2 days, 9:30:19, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.9791 2020-07-25 15:21:02,468 - mmaction - INFO - Epoch [18][720/3757] lr: 2.000e-02, eta: 2 days, 9:30:09, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.9479 2020-07-25 15:21:14,974 - mmaction - INFO - Epoch [18][740/3757] lr: 2.000e-02, eta: 2 days, 9:29:52, time: 0.625, data_time: 0.003, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.2177, loss: 2.2177, grad_norm: 4.0297 2020-07-25 15:21:28,351 - mmaction - INFO - Epoch [18][760/3757] lr: 2.000e-02, eta: 2 days, 9:29:38, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7492, loss_cls: 2.2255, loss: 2.2255, grad_norm: 4.0141 2020-07-25 15:21:42,092 - mmaction - INFO - Epoch [18][780/3757] lr: 2.000e-02, eta: 2 days, 9:29:28, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.9438 2020-07-25 15:21:54,703 - mmaction - INFO - Epoch [18][800/3757] lr: 2.000e-02, eta: 2 days, 9:29:10, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2859, loss: 2.2859, grad_norm: 3.8384 2020-07-25 15:22:07,320 - mmaction - INFO - Epoch [18][820/3757] lr: 2.000e-02, eta: 2 days, 9:28:54, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2406, loss: 2.2406, grad_norm: 4.1302 2020-07-25 15:22:20,696 - mmaction - INFO - Epoch [18][840/3757] lr: 2.000e-02, eta: 2 days, 9:28:41, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.9562 2020-07-25 15:22:33,722 - mmaction - INFO - Epoch [18][860/3757] lr: 2.000e-02, eta: 2 days, 9:28:27, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7289, loss_cls: 2.2211, loss: 2.2211, grad_norm: 4.0294 2020-07-25 15:22:47,685 - mmaction - INFO - Epoch [18][880/3757] lr: 2.000e-02, eta: 2 days, 9:28:16, time: 0.697, data_time: 0.002, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.9784 2020-07-25 15:23:00,359 - mmaction - INFO - Epoch [18][900/3757] lr: 2.000e-02, eta: 2 days, 9:28:00, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.9192 2020-07-25 15:23:14,020 - mmaction - INFO - Epoch [18][920/3757] lr: 2.000e-02, eta: 2 days, 9:27:48, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2810, loss: 2.2810, grad_norm: 3.8323 2020-07-25 15:23:27,487 - mmaction - INFO - Epoch [18][940/3757] lr: 2.000e-02, eta: 2 days, 9:27:36, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7547, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.8807 2020-07-25 15:23:40,147 - mmaction - INFO - Epoch [18][960/3757] lr: 2.000e-02, eta: 2 days, 9:27:19, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7250, loss_cls: 2.2952, loss: 2.2952, grad_norm: 4.1298 2020-07-25 15:23:53,061 - mmaction - INFO - Epoch [18][980/3757] lr: 2.000e-02, eta: 2 days, 9:27:04, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.3057, loss: 2.3057, grad_norm: 3.9371 2020-07-25 15:24:06,116 - mmaction - INFO - Epoch [18][1000/3757] lr: 2.000e-02, eta: 2 days, 9:26:50, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3629, loss: 2.3629, grad_norm: 3.9059 2020-07-25 15:24:20,101 - mmaction - INFO - Epoch [18][1020/3757] lr: 2.000e-02, eta: 2 days, 9:26:40, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.7976 2020-07-25 15:24:32,714 - mmaction - INFO - Epoch [18][1040/3757] lr: 2.000e-02, eta: 2 days, 9:26:23, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7219, loss_cls: 2.3540, loss: 2.3540, grad_norm: 3.8818 2020-07-25 15:24:45,705 - mmaction - INFO - Epoch [18][1060/3757] lr: 2.000e-02, eta: 2 days, 9:26:08, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.4513, loss: 2.4513, grad_norm: 3.9535 2020-07-25 15:25:00,173 - mmaction - INFO - Epoch [18][1080/3757] lr: 2.000e-02, eta: 2 days, 9:26:00, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.7950 2020-07-25 15:25:13,431 - mmaction - INFO - Epoch [18][1100/3757] lr: 2.000e-02, eta: 2 days, 9:25:47, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.3045, loss: 2.3045, grad_norm: 3.9695 2020-07-25 15:25:26,457 - mmaction - INFO - Epoch [18][1120/3757] lr: 2.000e-02, eta: 2 days, 9:25:32, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.3402, loss: 2.3402, grad_norm: 3.9532 2020-07-25 15:25:40,468 - mmaction - INFO - Epoch [18][1140/3757] lr: 2.000e-02, eta: 2 days, 9:25:22, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.9925 2020-07-25 15:25:53,629 - mmaction - INFO - Epoch [18][1160/3757] lr: 2.000e-02, eta: 2 days, 9:25:08, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7391, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.9212 2020-07-25 15:26:06,040 - mmaction - INFO - Epoch [18][1180/3757] lr: 2.000e-02, eta: 2 days, 9:24:51, time: 0.623, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3823, loss: 2.3823, grad_norm: 3.8517 2020-07-25 15:26:19,400 - mmaction - INFO - Epoch [18][1200/3757] lr: 2.000e-02, eta: 2 days, 9:24:38, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.9053 2020-07-25 15:26:32,828 - mmaction - INFO - Epoch [18][1220/3757] lr: 2.000e-02, eta: 2 days, 9:24:25, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1854, loss: 2.1854, grad_norm: 3.8351 2020-07-25 15:26:46,134 - mmaction - INFO - Epoch [18][1240/3757] lr: 2.000e-02, eta: 2 days, 9:24:11, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2736, loss: 2.2736, grad_norm: 3.8842 2020-07-25 15:26:58,845 - mmaction - INFO - Epoch [18][1260/3757] lr: 2.000e-02, eta: 2 days, 9:23:55, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7281, loss_cls: 2.2841, loss: 2.2841, grad_norm: 3.8155 2020-07-25 15:27:12,287 - mmaction - INFO - Epoch [18][1280/3757] lr: 2.000e-02, eta: 2 days, 9:23:43, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.9973 2020-07-25 15:27:26,071 - mmaction - INFO - Epoch [18][1300/3757] lr: 2.000e-02, eta: 2 days, 9:23:32, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7273, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.8816 2020-07-25 15:27:38,853 - mmaction - INFO - Epoch [18][1320/3757] lr: 2.000e-02, eta: 2 days, 9:23:16, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.6977, loss_cls: 2.3859, loss: 2.3859, grad_norm: 3.9144 2020-07-25 15:27:53,383 - mmaction - INFO - Epoch [18][1340/3757] lr: 2.000e-02, eta: 2 days, 9:23:08, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7305, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.8059 2020-07-25 15:28:05,690 - mmaction - INFO - Epoch [18][1360/3757] lr: 2.000e-02, eta: 2 days, 9:22:51, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.8254 2020-07-25 15:28:19,322 - mmaction - INFO - Epoch [18][1380/3757] lr: 2.000e-02, eta: 2 days, 9:22:39, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.9968 2020-07-25 15:28:32,697 - mmaction - INFO - Epoch [18][1400/3757] lr: 2.000e-02, eta: 2 days, 9:22:26, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.2119, loss: 2.2119, grad_norm: 4.0304 2020-07-25 15:28:45,346 - mmaction - INFO - Epoch [18][1420/3757] lr: 2.000e-02, eta: 2 days, 9:22:09, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.9088 2020-07-25 15:28:58,114 - mmaction - INFO - Epoch [18][1440/3757] lr: 2.000e-02, eta: 2 days, 9:21:54, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.8871 2020-07-25 15:29:12,255 - mmaction - INFO - Epoch [18][1460/3757] lr: 2.000e-02, eta: 2 days, 9:21:44, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.9085 2020-07-25 15:29:25,100 - mmaction - INFO - Epoch [18][1480/3757] lr: 2.000e-02, eta: 2 days, 9:21:29, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.2956, loss: 2.2956, grad_norm: 4.0433 2020-07-25 15:29:37,660 - mmaction - INFO - Epoch [18][1500/3757] lr: 2.000e-02, eta: 2 days, 9:21:12, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2857, loss: 2.2857, grad_norm: 3.9274 2020-07-25 15:29:51,470 - mmaction - INFO - Epoch [18][1520/3757] lr: 2.000e-02, eta: 2 days, 9:21:01, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2580, loss: 2.2580, grad_norm: 3.8294 2020-07-25 15:30:03,987 - mmaction - INFO - Epoch [18][1540/3757] lr: 2.000e-02, eta: 2 days, 9:20:44, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3344, loss: 2.3344, grad_norm: 3.8645 2020-07-25 15:30:17,114 - mmaction - INFO - Epoch [18][1560/3757] lr: 2.000e-02, eta: 2 days, 9:20:30, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2985, loss: 2.2985, grad_norm: 3.9146 2020-07-25 15:30:29,605 - mmaction - INFO - Epoch [18][1580/3757] lr: 2.000e-02, eta: 2 days, 9:20:12, time: 0.621, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7383, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.8050 2020-07-25 15:30:42,417 - mmaction - INFO - Epoch [18][1600/3757] lr: 2.000e-02, eta: 2 days, 9:19:57, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.9245 2020-07-25 15:30:55,177 - mmaction - INFO - Epoch [18][1620/3757] lr: 2.000e-02, eta: 2 days, 9:19:41, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7398, loss_cls: 2.2370, loss: 2.2370, grad_norm: 4.0296 2020-07-25 15:31:08,646 - mmaction - INFO - Epoch [18][1640/3757] lr: 2.000e-02, eta: 2 days, 9:19:28, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.8937 2020-07-25 15:31:22,610 - mmaction - INFO - Epoch [18][1660/3757] lr: 2.000e-02, eta: 2 days, 9:19:18, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.9638 2020-07-25 15:31:35,344 - mmaction - INFO - Epoch [18][1680/3757] lr: 2.000e-02, eta: 2 days, 9:19:02, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4383, top5_acc: 0.7016, loss_cls: 2.3783, loss: 2.3783, grad_norm: 4.0520 2020-07-25 15:31:47,911 - mmaction - INFO - Epoch [18][1700/3757] lr: 2.000e-02, eta: 2 days, 9:18:45, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7047, loss_cls: 2.3805, loss: 2.3805, grad_norm: 3.8516 2020-07-25 15:32:01,076 - mmaction - INFO - Epoch [18][1720/3757] lr: 2.000e-02, eta: 2 days, 9:18:31, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.9554 2020-07-25 15:32:14,059 - mmaction - INFO - Epoch [18][1740/3757] lr: 2.000e-02, eta: 2 days, 9:18:17, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.8430 2020-07-25 15:32:27,617 - mmaction - INFO - Epoch [18][1760/3757] lr: 2.000e-02, eta: 2 days, 9:18:04, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2439, loss: 2.2439, grad_norm: 3.7929 2020-07-25 15:32:40,438 - mmaction - INFO - Epoch [18][1780/3757] lr: 2.000e-02, eta: 2 days, 9:17:49, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.3472, loss: 2.3472, grad_norm: 3.8608 2020-07-25 15:32:53,204 - mmaction - INFO - Epoch [18][1800/3757] lr: 2.000e-02, eta: 2 days, 9:17:33, time: 0.635, data_time: 0.009, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.2091, loss: 2.2091, grad_norm: 3.8702 2020-07-25 15:33:05,998 - mmaction - INFO - Epoch [18][1820/3757] lr: 2.000e-02, eta: 2 days, 9:17:17, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.9462 2020-07-25 15:33:18,984 - mmaction - INFO - Epoch [18][1840/3757] lr: 2.000e-02, eta: 2 days, 9:17:02, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.2693, loss: 2.2693, grad_norm: 3.9416 2020-07-25 15:33:32,164 - mmaction - INFO - Epoch [18][1860/3757] lr: 2.000e-02, eta: 2 days, 9:16:49, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.3546, loss: 2.3546, grad_norm: 3.8506 2020-07-25 15:33:45,871 - mmaction - INFO - Epoch [18][1880/3757] lr: 2.000e-02, eta: 2 days, 9:16:37, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7336, loss_cls: 2.2929, loss: 2.2929, grad_norm: 3.9068 2020-07-25 15:33:59,540 - mmaction - INFO - Epoch [18][1900/3757] lr: 2.000e-02, eta: 2 days, 9:16:26, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.8741 2020-07-25 15:34:12,719 - mmaction - INFO - Epoch [18][1920/3757] lr: 2.000e-02, eta: 2 days, 9:16:12, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.8513 2020-07-25 15:34:25,371 - mmaction - INFO - Epoch [18][1940/3757] lr: 2.000e-02, eta: 2 days, 9:15:55, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.9287 2020-07-25 15:34:38,827 - mmaction - INFO - Epoch [18][1960/3757] lr: 2.000e-02, eta: 2 days, 9:15:43, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3012, loss: 2.3012, grad_norm: 3.9666 2020-07-25 15:34:51,891 - mmaction - INFO - Epoch [18][1980/3757] lr: 2.000e-02, eta: 2 days, 9:15:28, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.6914, loss_cls: 2.3564, loss: 2.3564, grad_norm: 3.9027 2020-07-25 15:35:05,361 - mmaction - INFO - Epoch [18][2000/3757] lr: 2.000e-02, eta: 2 days, 9:15:16, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3515, loss: 2.3515, grad_norm: 3.7864 2020-07-25 15:35:17,917 - mmaction - INFO - Epoch [18][2020/3757] lr: 2.000e-02, eta: 2 days, 9:14:59, time: 0.628, data_time: 0.002, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.9075 2020-07-25 15:35:31,848 - mmaction - INFO - Epoch [18][2040/3757] lr: 2.000e-02, eta: 2 days, 9:14:49, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.3956, loss: 2.3956, grad_norm: 3.9842 2020-07-25 15:35:45,514 - mmaction - INFO - Epoch [18][2060/3757] lr: 2.000e-02, eta: 2 days, 9:14:37, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2970, loss: 2.2970, grad_norm: 3.8541 2020-07-25 15:35:58,011 - mmaction - INFO - Epoch [18][2080/3757] lr: 2.000e-02, eta: 2 days, 9:14:20, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7227, loss_cls: 2.2825, loss: 2.2825, grad_norm: 4.0214 2020-07-25 15:36:11,920 - mmaction - INFO - Epoch [18][2100/3757] lr: 2.000e-02, eta: 2 days, 9:14:09, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.9139 2020-07-25 15:36:24,559 - mmaction - INFO - Epoch [18][2120/3757] lr: 2.000e-02, eta: 2 days, 9:13:53, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7180, loss_cls: 2.3685, loss: 2.3685, grad_norm: 3.9441 2020-07-25 15:36:38,013 - mmaction - INFO - Epoch [18][2140/3757] lr: 2.000e-02, eta: 2 days, 9:13:40, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2990, loss: 2.2990, grad_norm: 3.8418 2020-07-25 15:36:51,352 - mmaction - INFO - Epoch [18][2160/3757] lr: 2.000e-02, eta: 2 days, 9:13:27, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7477, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.9513 2020-07-25 15:37:03,961 - mmaction - INFO - Epoch [18][2180/3757] lr: 2.000e-02, eta: 2 days, 9:13:10, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.8509 2020-07-25 15:37:17,052 - mmaction - INFO - Epoch [18][2200/3757] lr: 2.000e-02, eta: 2 days, 9:12:56, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2575, loss: 2.2575, grad_norm: 3.8688 2020-07-25 15:37:30,578 - mmaction - INFO - Epoch [18][2220/3757] lr: 2.000e-02, eta: 2 days, 9:12:44, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.9342 2020-07-25 15:37:43,129 - mmaction - INFO - Epoch [18][2240/3757] lr: 2.000e-02, eta: 2 days, 9:12:27, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.7930 2020-07-25 15:37:55,915 - mmaction - INFO - Epoch [18][2260/3757] lr: 2.000e-02, eta: 2 days, 9:12:11, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.8123 2020-07-25 15:38:08,527 - mmaction - INFO - Epoch [18][2280/3757] lr: 2.000e-02, eta: 2 days, 9:11:55, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.0474 2020-07-25 15:38:21,374 - mmaction - INFO - Epoch [18][2300/3757] lr: 2.000e-02, eta: 2 days, 9:11:39, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3642, loss: 2.3642, grad_norm: 3.8625 2020-07-25 15:38:35,013 - mmaction - INFO - Epoch [18][2320/3757] lr: 2.000e-02, eta: 2 days, 9:11:28, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.4422, top5_acc: 0.6930, loss_cls: 2.3827, loss: 2.3827, grad_norm: 3.8376 2020-07-25 15:38:48,542 - mmaction - INFO - Epoch [18][2340/3757] lr: 2.000e-02, eta: 2 days, 9:11:15, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3748, loss: 2.3748, grad_norm: 3.9047 2020-07-25 15:39:01,333 - mmaction - INFO - Epoch [18][2360/3757] lr: 2.000e-02, eta: 2 days, 9:11:00, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.8932 2020-07-25 15:39:14,148 - mmaction - INFO - Epoch [18][2380/3757] lr: 2.000e-02, eta: 2 days, 9:10:44, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7117, loss_cls: 2.3151, loss: 2.3151, grad_norm: 3.9518 2020-07-25 15:39:26,721 - mmaction - INFO - Epoch [18][2400/3757] lr: 2.000e-02, eta: 2 days, 9:10:27, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2701, loss: 2.2701, grad_norm: 3.8210 2020-07-25 15:39:40,130 - mmaction - INFO - Epoch [18][2420/3757] lr: 2.000e-02, eta: 2 days, 9:10:14, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.9216 2020-07-25 15:39:54,695 - mmaction - INFO - Epoch [18][2440/3757] lr: 2.000e-02, eta: 2 days, 9:10:07, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3355, loss: 2.3355, grad_norm: 4.0709 2020-07-25 15:40:07,330 - mmaction - INFO - Epoch [18][2460/3757] lr: 2.000e-02, eta: 2 days, 9:09:51, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.9305 2020-07-25 15:40:20,051 - mmaction - INFO - Epoch [18][2480/3757] lr: 2.000e-02, eta: 2 days, 9:09:35, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.7815 2020-07-25 15:40:32,722 - mmaction - INFO - Epoch [18][2500/3757] lr: 2.000e-02, eta: 2 days, 9:09:18, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9004 2020-07-25 15:40:46,660 - mmaction - INFO - Epoch [18][2520/3757] lr: 2.000e-02, eta: 2 days, 9:09:08, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.3017, loss: 2.3017, grad_norm: 3.9120 2020-07-25 15:40:59,886 - mmaction - INFO - Epoch [18][2540/3757] lr: 2.000e-02, eta: 2 days, 9:08:54, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7125, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.7446 2020-07-25 15:41:12,290 - mmaction - INFO - Epoch [18][2560/3757] lr: 2.000e-02, eta: 2 days, 9:08:37, time: 0.625, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.8156 2020-07-25 15:41:25,151 - mmaction - INFO - Epoch [18][2580/3757] lr: 2.000e-02, eta: 2 days, 9:08:21, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3281, loss: 2.3281, grad_norm: 4.0434 2020-07-25 15:41:38,287 - mmaction - INFO - Epoch [18][2600/3757] lr: 2.000e-02, eta: 2 days, 9:08:08, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7188, loss_cls: 2.3284, loss: 2.3284, grad_norm: 3.9637 2020-07-25 15:41:50,989 - mmaction - INFO - Epoch [18][2620/3757] lr: 2.000e-02, eta: 2 days, 9:07:51, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2462, loss: 2.2462, grad_norm: 4.0551 2020-07-25 15:42:03,646 - mmaction - INFO - Epoch [18][2640/3757] lr: 2.000e-02, eta: 2 days, 9:07:35, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3192, loss: 2.3192, grad_norm: 3.9295 2020-07-25 15:42:17,101 - mmaction - INFO - Epoch [18][2660/3757] lr: 2.000e-02, eta: 2 days, 9:07:22, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.3056, loss: 2.3056, grad_norm: 3.9653 2020-07-25 15:42:30,370 - mmaction - INFO - Epoch [18][2680/3757] lr: 2.000e-02, eta: 2 days, 9:07:09, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.8880 2020-07-25 15:42:43,845 - mmaction - INFO - Epoch [18][2700/3757] lr: 2.000e-02, eta: 2 days, 9:06:56, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2739, loss: 2.2739, grad_norm: 3.9747 2020-07-25 15:42:57,252 - mmaction - INFO - Epoch [18][2720/3757] lr: 2.000e-02, eta: 2 days, 9:06:44, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.3798, loss: 2.3798, grad_norm: 3.9672 2020-07-25 15:43:10,119 - mmaction - INFO - Epoch [18][2740/3757] lr: 2.000e-02, eta: 2 days, 9:06:28, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.3591, loss: 2.3591, grad_norm: 3.9157 2020-07-25 15:43:23,265 - mmaction - INFO - Epoch [18][2760/3757] lr: 2.000e-02, eta: 2 days, 9:06:14, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4461, top5_acc: 0.7172, loss_cls: 2.3279, loss: 2.3279, grad_norm: 4.0385 2020-07-25 15:43:36,356 - mmaction - INFO - Epoch [18][2780/3757] lr: 2.000e-02, eta: 2 days, 9:06:00, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.4680, top5_acc: 0.6969, loss_cls: 2.3987, loss: 2.3987, grad_norm: 3.9653 2020-07-25 15:43:49,064 - mmaction - INFO - Epoch [18][2800/3757] lr: 2.000e-02, eta: 2 days, 9:05:44, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.9041 2020-07-25 15:44:01,957 - mmaction - INFO - Epoch [18][2820/3757] lr: 2.000e-02, eta: 2 days, 9:05:29, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7398, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.9388 2020-07-25 15:44:15,953 - mmaction - INFO - Epoch [18][2840/3757] lr: 2.000e-02, eta: 2 days, 9:05:19, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7383, loss_cls: 2.2082, loss: 2.2082, grad_norm: 4.1331 2020-07-25 15:44:29,235 - mmaction - INFO - Epoch [18][2860/3757] lr: 2.000e-02, eta: 2 days, 9:05:05, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.3091, loss: 2.3091, grad_norm: 3.9668 2020-07-25 15:44:41,739 - mmaction - INFO - Epoch [18][2880/3757] lr: 2.000e-02, eta: 2 days, 9:04:48, time: 0.625, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7328, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.9165 2020-07-25 15:44:54,642 - mmaction - INFO - Epoch [18][2900/3757] lr: 2.000e-02, eta: 2 days, 9:04:33, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2771, loss: 2.2771, grad_norm: 4.0148 2020-07-25 15:45:07,493 - mmaction - INFO - Epoch [18][2920/3757] lr: 2.000e-02, eta: 2 days, 9:04:18, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.2930, loss: 2.2930, grad_norm: 3.9932 2020-07-25 15:45:20,732 - mmaction - INFO - Epoch [18][2940/3757] lr: 2.000e-02, eta: 2 days, 9:04:04, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2546, loss: 2.2546, grad_norm: 3.9940 2020-07-25 15:45:33,451 - mmaction - INFO - Epoch [18][2960/3757] lr: 2.000e-02, eta: 2 days, 9:03:48, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2674, loss: 2.2674, grad_norm: 3.9523 2020-07-25 15:45:46,655 - mmaction - INFO - Epoch [18][2980/3757] lr: 2.000e-02, eta: 2 days, 9:03:34, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3674, loss: 2.3674, grad_norm: 3.9475 2020-07-25 15:45:59,763 - mmaction - INFO - Epoch [18][3000/3757] lr: 2.000e-02, eta: 2 days, 9:03:20, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3482, loss: 2.3482, grad_norm: 3.8822 2020-07-25 15:46:13,247 - mmaction - INFO - Epoch [18][3020/3757] lr: 2.000e-02, eta: 2 days, 9:03:08, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2960, loss: 2.2960, grad_norm: 3.8712 2020-07-25 15:46:26,935 - mmaction - INFO - Epoch [18][3040/3757] lr: 2.000e-02, eta: 2 days, 9:02:56, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2570, loss: 2.2570, grad_norm: 3.9585 2020-07-25 15:46:39,486 - mmaction - INFO - Epoch [18][3060/3757] lr: 2.000e-02, eta: 2 days, 9:02:39, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.3270, loss: 2.3270, grad_norm: 4.0145 2020-07-25 15:46:52,069 - mmaction - INFO - Epoch [18][3080/3757] lr: 2.000e-02, eta: 2 days, 9:02:23, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7438, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.9552 2020-07-25 15:47:04,730 - mmaction - INFO - Epoch [18][3100/3757] lr: 2.000e-02, eta: 2 days, 9:02:06, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.3957, loss: 2.3957, grad_norm: 3.9715 2020-07-25 15:47:17,716 - mmaction - INFO - Epoch [18][3120/3757] lr: 2.000e-02, eta: 2 days, 9:01:52, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7305, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.9182 2020-07-25 15:47:30,932 - mmaction - INFO - Epoch [18][3140/3757] lr: 2.000e-02, eta: 2 days, 9:01:38, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7094, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.9234 2020-07-25 15:47:43,704 - mmaction - INFO - Epoch [18][3160/3757] lr: 2.000e-02, eta: 2 days, 9:01:23, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.2058, loss: 2.2058, grad_norm: 3.7532 2020-07-25 15:47:57,025 - mmaction - INFO - Epoch [18][3180/3757] lr: 2.000e-02, eta: 2 days, 9:01:09, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7156, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.9003 2020-07-25 15:48:09,898 - mmaction - INFO - Epoch [18][3200/3757] lr: 2.000e-02, eta: 2 days, 9:00:54, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.3476, loss: 2.3476, grad_norm: 3.7152 2020-07-25 15:48:23,548 - mmaction - INFO - Epoch [18][3220/3757] lr: 2.000e-02, eta: 2 days, 9:00:42, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.3400, loss: 2.3400, grad_norm: 3.8916 2020-07-25 15:48:36,068 - mmaction - INFO - Epoch [18][3240/3757] lr: 2.000e-02, eta: 2 days, 9:00:25, time: 0.627, data_time: 0.004, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3614, loss: 2.3614, grad_norm: 3.8656 2020-07-25 15:48:50,046 - mmaction - INFO - Epoch [18][3260/3757] lr: 2.000e-02, eta: 2 days, 9:00:15, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3062, loss: 2.3062, grad_norm: 3.9622 2020-07-25 15:49:02,749 - mmaction - INFO - Epoch [18][3280/3757] lr: 2.000e-02, eta: 2 days, 8:59:59, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.8941 2020-07-25 15:49:16,060 - mmaction - INFO - Epoch [18][3300/3757] lr: 2.000e-02, eta: 2 days, 8:59:46, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7133, loss_cls: 2.3555, loss: 2.3555, grad_norm: 3.9271 2020-07-25 15:49:29,624 - mmaction - INFO - Epoch [18][3320/3757] lr: 2.000e-02, eta: 2 days, 8:59:34, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4594, top5_acc: 0.6867, loss_cls: 2.3791, loss: 2.3791, grad_norm: 3.8154 2020-07-25 15:49:43,107 - mmaction - INFO - Epoch [18][3340/3757] lr: 2.000e-02, eta: 2 days, 8:59:21, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.9316 2020-07-25 15:49:55,729 - mmaction - INFO - Epoch [18][3360/3757] lr: 2.000e-02, eta: 2 days, 8:59:05, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3394, loss: 2.3394, grad_norm: 3.8592 2020-07-25 15:50:08,849 - mmaction - INFO - Epoch [18][3380/3757] lr: 2.000e-02, eta: 2 days, 8:58:51, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.4538, loss: 2.4538, grad_norm: 4.0544 2020-07-25 15:50:22,150 - mmaction - INFO - Epoch [18][3400/3757] lr: 2.000e-02, eta: 2 days, 8:58:38, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.3344, loss: 2.3344, grad_norm: 3.8628 2020-07-25 15:50:34,943 - mmaction - INFO - Epoch [18][3420/3757] lr: 2.000e-02, eta: 2 days, 8:58:22, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.9732 2020-07-25 15:50:48,536 - mmaction - INFO - Epoch [18][3440/3757] lr: 2.000e-02, eta: 2 days, 8:58:10, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.4014, loss: 2.4014, grad_norm: 3.9794 2020-07-25 15:51:01,294 - mmaction - INFO - Epoch [18][3460/3757] lr: 2.000e-02, eta: 2 days, 8:57:54, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.7991 2020-07-25 15:51:13,941 - mmaction - INFO - Epoch [18][3480/3757] lr: 2.000e-02, eta: 2 days, 8:57:38, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7234, loss_cls: 2.2846, loss: 2.2846, grad_norm: 3.8612 2020-07-25 15:51:26,635 - mmaction - INFO - Epoch [18][3500/3757] lr: 2.000e-02, eta: 2 days, 8:57:22, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.9887 2020-07-25 15:51:39,393 - mmaction - INFO - Epoch [18][3520/3757] lr: 2.000e-02, eta: 2 days, 8:57:06, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3763, loss: 2.3763, grad_norm: 3.9928 2020-07-25 15:51:52,056 - mmaction - INFO - Epoch [18][3540/3757] lr: 2.000e-02, eta: 2 days, 8:56:50, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7133, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.8951 2020-07-25 15:52:05,495 - mmaction - INFO - Epoch [18][3560/3757] lr: 2.000e-02, eta: 2 days, 8:56:37, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.9015 2020-07-25 15:52:18,855 - mmaction - INFO - Epoch [18][3580/3757] lr: 2.000e-02, eta: 2 days, 8:56:24, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.9004 2020-07-25 15:52:32,281 - mmaction - INFO - Epoch [18][3600/3757] lr: 2.000e-02, eta: 2 days, 8:56:11, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7141, loss_cls: 2.3782, loss: 2.3782, grad_norm: 4.0545 2020-07-25 15:52:46,311 - mmaction - INFO - Epoch [18][3620/3757] lr: 2.000e-02, eta: 2 days, 8:56:01, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.9637 2020-07-25 15:52:59,285 - mmaction - INFO - Epoch [18][3640/3757] lr: 2.000e-02, eta: 2 days, 8:55:47, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.6852, loss_cls: 2.4499, loss: 2.4499, grad_norm: 4.0582 2020-07-25 15:53:12,103 - mmaction - INFO - Epoch [18][3660/3757] lr: 2.000e-02, eta: 2 days, 8:55:31, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.3736, loss: 2.3736, grad_norm: 3.9505 2020-07-25 15:53:24,916 - mmaction - INFO - Epoch [18][3680/3757] lr: 2.000e-02, eta: 2 days, 8:55:16, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7352, loss_cls: 2.2831, loss: 2.2831, grad_norm: 4.0354 2020-07-25 15:53:38,015 - mmaction - INFO - Epoch [18][3700/3757] lr: 2.000e-02, eta: 2 days, 8:55:01, time: 0.655, data_time: 0.002, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.7599 2020-07-25 15:53:51,296 - mmaction - INFO - Epoch [18][3720/3757] lr: 2.000e-02, eta: 2 days, 8:54:48, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.7329 2020-07-25 15:54:04,672 - mmaction - INFO - Epoch [18][3740/3757] lr: 2.000e-02, eta: 2 days, 8:54:35, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.8233 2020-07-25 15:54:15,593 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-25 15:54:37,298 - mmaction - INFO - Epoch [19][20/3757] lr: 2.000e-02, eta: 2 days, 8:53:53, time: 1.040, data_time: 0.425, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.9599 2020-07-25 15:54:49,561 - mmaction - INFO - Epoch [19][40/3757] lr: 2.000e-02, eta: 2 days, 8:53:35, time: 0.613, data_time: 0.003, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.9503 2020-07-25 15:55:02,805 - mmaction - INFO - Epoch [19][60/3757] lr: 2.000e-02, eta: 2 days, 8:53:22, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2888, loss: 2.2888, grad_norm: 4.0427 2020-07-25 15:55:15,928 - mmaction - INFO - Epoch [19][80/3757] lr: 2.000e-02, eta: 2 days, 8:53:07, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2693, loss: 2.2693, grad_norm: 3.9124 2020-07-25 15:55:29,132 - mmaction - INFO - Epoch [19][100/3757] lr: 2.000e-02, eta: 2 days, 8:52:54, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.9579 2020-07-25 15:55:41,758 - mmaction - INFO - Epoch [19][120/3757] lr: 2.000e-02, eta: 2 days, 8:52:37, time: 0.632, data_time: 0.003, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3141, loss: 2.3141, grad_norm: 3.9155 2020-07-25 15:55:54,309 - mmaction - INFO - Epoch [19][140/3757] lr: 2.000e-02, eta: 2 days, 8:52:21, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.9363 2020-07-25 15:56:07,845 - mmaction - INFO - Epoch [19][160/3757] lr: 2.000e-02, eta: 2 days, 8:52:08, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.9031 2020-07-25 15:56:20,550 - mmaction - INFO - Epoch [19][180/3757] lr: 2.000e-02, eta: 2 days, 8:51:52, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.8737 2020-07-25 15:56:33,743 - mmaction - INFO - Epoch [19][200/3757] lr: 2.000e-02, eta: 2 days, 8:51:38, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7141, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.8871 2020-07-25 15:56:47,277 - mmaction - INFO - Epoch [19][220/3757] lr: 2.000e-02, eta: 2 days, 8:51:26, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.3374, loss: 2.3374, grad_norm: 3.8161 2020-07-25 15:57:00,671 - mmaction - INFO - Epoch [19][240/3757] lr: 2.000e-02, eta: 2 days, 8:51:13, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.9395 2020-07-25 15:57:13,807 - mmaction - INFO - Epoch [19][260/3757] lr: 2.000e-02, eta: 2 days, 8:51:00, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.9957 2020-07-25 15:57:27,674 - mmaction - INFO - Epoch [19][280/3757] lr: 2.000e-02, eta: 2 days, 8:50:49, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.8547 2020-07-25 15:57:40,129 - mmaction - INFO - Epoch [19][300/3757] lr: 2.000e-02, eta: 2 days, 8:50:32, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.9587 2020-07-25 15:57:53,796 - mmaction - INFO - Epoch [19][320/3757] lr: 2.000e-02, eta: 2 days, 8:50:20, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7328, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.0011 2020-07-25 15:58:08,407 - mmaction - INFO - Epoch [19][340/3757] lr: 2.000e-02, eta: 2 days, 8:50:13, time: 0.731, data_time: 0.003, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2764, loss: 2.2764, grad_norm: 4.0340 2020-07-25 15:58:21,370 - mmaction - INFO - Epoch [19][360/3757] lr: 2.000e-02, eta: 2 days, 8:49:58, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4336, top5_acc: 0.7047, loss_cls: 2.4174, loss: 2.4174, grad_norm: 3.9675 2020-07-25 15:58:35,101 - mmaction - INFO - Epoch [19][380/3757] lr: 2.000e-02, eta: 2 days, 8:49:47, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.7969 2020-07-25 15:58:48,232 - mmaction - INFO - Epoch [19][400/3757] lr: 2.000e-02, eta: 2 days, 8:49:32, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.8315 2020-07-25 15:59:01,502 - mmaction - INFO - Epoch [19][420/3757] lr: 2.000e-02, eta: 2 days, 8:49:19, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.9552 2020-07-25 15:59:14,362 - mmaction - INFO - Epoch [19][440/3757] lr: 2.000e-02, eta: 2 days, 8:49:04, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.9792 2020-07-25 15:59:27,518 - mmaction - INFO - Epoch [19][460/3757] lr: 2.000e-02, eta: 2 days, 8:48:50, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.7488 2020-07-25 15:59:41,087 - mmaction - INFO - Epoch [19][480/3757] lr: 2.000e-02, eta: 2 days, 8:48:38, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2625, loss: 2.2625, grad_norm: 3.8943 2020-07-25 15:59:53,890 - mmaction - INFO - Epoch [19][500/3757] lr: 2.000e-02, eta: 2 days, 8:48:22, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2700, loss: 2.2700, grad_norm: 4.0765 2020-07-25 16:00:08,792 - mmaction - INFO - Epoch [19][520/3757] lr: 2.000e-02, eta: 2 days, 8:48:16, time: 0.741, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.8862 2020-07-25 16:00:22,921 - mmaction - INFO - Epoch [19][540/3757] lr: 2.000e-02, eta: 2 days, 8:48:07, time: 0.710, data_time: 0.012, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2883, loss: 2.2883, grad_norm: 3.8978 2020-07-25 16:00:35,943 - mmaction - INFO - Epoch [19][560/3757] lr: 2.000e-02, eta: 2 days, 8:47:52, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3158, loss: 2.3158, grad_norm: 3.9097 2020-07-25 16:00:48,989 - mmaction - INFO - Epoch [19][580/3757] lr: 2.000e-02, eta: 2 days, 8:47:38, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.8208 2020-07-25 16:01:02,433 - mmaction - INFO - Epoch [19][600/3757] lr: 2.000e-02, eta: 2 days, 8:47:25, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.2994, loss: 2.2994, grad_norm: 4.0116 2020-07-25 16:01:15,482 - mmaction - INFO - Epoch [19][620/3757] lr: 2.000e-02, eta: 2 days, 8:47:11, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.8108 2020-07-25 16:01:28,527 - mmaction - INFO - Epoch [19][640/3757] lr: 2.000e-02, eta: 2 days, 8:46:56, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.8535 2020-07-25 16:01:42,857 - mmaction - INFO - Epoch [19][660/3757] lr: 2.000e-02, eta: 2 days, 8:46:47, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.9031 2020-07-25 16:01:55,811 - mmaction - INFO - Epoch [19][680/3757] lr: 2.000e-02, eta: 2 days, 8:46:33, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7055, loss_cls: 2.3386, loss: 2.3386, grad_norm: 3.9173 2020-07-25 16:02:08,857 - mmaction - INFO - Epoch [19][700/3757] lr: 2.000e-02, eta: 2 days, 8:46:18, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.7440 2020-07-25 16:02:22,204 - mmaction - INFO - Epoch [19][720/3757] lr: 2.000e-02, eta: 2 days, 8:46:05, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2988, loss: 2.2988, grad_norm: 3.8864 2020-07-25 16:02:35,409 - mmaction - INFO - Epoch [19][740/3757] lr: 2.000e-02, eta: 2 days, 8:45:51, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.9405 2020-07-25 16:02:48,458 - mmaction - INFO - Epoch [19][760/3757] lr: 2.000e-02, eta: 2 days, 8:45:37, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7391, loss_cls: 2.2003, loss: 2.2003, grad_norm: 4.0129 2020-07-25 16:03:01,853 - mmaction - INFO - Epoch [19][780/3757] lr: 2.000e-02, eta: 2 days, 8:45:24, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2659, loss: 2.2659, grad_norm: 4.0192 2020-07-25 16:03:15,313 - mmaction - INFO - Epoch [19][800/3757] lr: 2.000e-02, eta: 2 days, 8:45:12, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.2949, loss: 2.2949, grad_norm: 3.8147 2020-07-25 16:03:28,586 - mmaction - INFO - Epoch [19][820/3757] lr: 2.000e-02, eta: 2 days, 8:44:58, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.8981 2020-07-25 16:03:42,317 - mmaction - INFO - Epoch [19][840/3757] lr: 2.000e-02, eta: 2 days, 8:44:47, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.9831 2020-07-25 16:03:55,585 - mmaction - INFO - Epoch [19][860/3757] lr: 2.000e-02, eta: 2 days, 8:44:33, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.3513, loss: 2.3513, grad_norm: 3.8878 2020-07-25 16:04:09,297 - mmaction - INFO - Epoch [19][880/3757] lr: 2.000e-02, eta: 2 days, 8:44:22, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7500, loss_cls: 2.2122, loss: 2.2122, grad_norm: 3.7958 2020-07-25 16:04:23,009 - mmaction - INFO - Epoch [19][900/3757] lr: 2.000e-02, eta: 2 days, 8:44:10, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7578, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.8495 2020-07-25 16:04:36,881 - mmaction - INFO - Epoch [19][920/3757] lr: 2.000e-02, eta: 2 days, 8:44:00, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7227, loss_cls: 2.3403, loss: 2.3403, grad_norm: 4.0202 2020-07-25 16:04:50,771 - mmaction - INFO - Epoch [19][940/3757] lr: 2.000e-02, eta: 2 days, 8:43:49, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.2078, loss: 2.2078, grad_norm: 4.1593 2020-07-25 16:05:05,083 - mmaction - INFO - Epoch [19][960/3757] lr: 2.000e-02, eta: 2 days, 8:43:40, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2715, loss: 2.2715, grad_norm: 3.9601 2020-07-25 16:05:18,965 - mmaction - INFO - Epoch [19][980/3757] lr: 2.000e-02, eta: 2 days, 8:43:30, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.2893, loss: 2.2893, grad_norm: 3.8348 2020-07-25 16:05:32,814 - mmaction - INFO - Epoch [19][1000/3757] lr: 2.000e-02, eta: 2 days, 8:43:19, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2996, loss: 2.2996, grad_norm: 3.9994 2020-07-25 16:05:47,258 - mmaction - INFO - Epoch [19][1020/3757] lr: 2.000e-02, eta: 2 days, 8:43:10, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.8226 2020-07-25 16:06:00,697 - mmaction - INFO - Epoch [19][1040/3757] lr: 2.000e-02, eta: 2 days, 8:42:58, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.9677 2020-07-25 16:06:14,524 - mmaction - INFO - Epoch [19][1060/3757] lr: 2.000e-02, eta: 2 days, 8:42:47, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.6937, loss_cls: 2.3101, loss: 2.3101, grad_norm: 4.0014 2020-07-25 16:06:27,795 - mmaction - INFO - Epoch [19][1080/3757] lr: 2.000e-02, eta: 2 days, 8:42:33, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.9666 2020-07-25 16:06:42,555 - mmaction - INFO - Epoch [19][1100/3757] lr: 2.000e-02, eta: 2 days, 8:42:27, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.3762, loss: 2.3762, grad_norm: 3.9699 2020-07-25 16:06:56,078 - mmaction - INFO - Epoch [19][1120/3757] lr: 2.000e-02, eta: 2 days, 8:42:14, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.8254 2020-07-25 16:07:09,649 - mmaction - INFO - Epoch [19][1140/3757] lr: 2.000e-02, eta: 2 days, 8:42:02, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.3198, loss: 2.3198, grad_norm: 4.0173 2020-07-25 16:07:23,216 - mmaction - INFO - Epoch [19][1160/3757] lr: 2.000e-02, eta: 2 days, 8:41:50, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7445, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.8722 2020-07-25 16:07:37,525 - mmaction - INFO - Epoch [19][1180/3757] lr: 2.000e-02, eta: 2 days, 8:41:41, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.3088, loss: 2.3088, grad_norm: 3.8158 2020-07-25 16:07:51,467 - mmaction - INFO - Epoch [19][1200/3757] lr: 2.000e-02, eta: 2 days, 8:41:31, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.7779 2020-07-25 16:08:05,551 - mmaction - INFO - Epoch [19][1220/3757] lr: 2.000e-02, eta: 2 days, 8:41:21, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2494, loss: 2.2494, grad_norm: 3.8838 2020-07-25 16:08:19,121 - mmaction - INFO - Epoch [19][1240/3757] lr: 2.000e-02, eta: 2 days, 8:41:09, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2606, loss: 2.2606, grad_norm: 4.0047 2020-07-25 16:08:32,642 - mmaction - INFO - Epoch [19][1260/3757] lr: 2.000e-02, eta: 2 days, 8:40:56, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.9783 2020-07-25 16:08:46,816 - mmaction - INFO - Epoch [19][1280/3757] lr: 2.000e-02, eta: 2 days, 8:40:47, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.8417 2020-07-25 16:09:00,633 - mmaction - INFO - Epoch [19][1300/3757] lr: 2.000e-02, eta: 2 days, 8:40:36, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2906, loss: 2.2906, grad_norm: 4.2007 2020-07-25 16:09:14,211 - mmaction - INFO - Epoch [19][1320/3757] lr: 2.000e-02, eta: 2 days, 8:40:24, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7523, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.9110 2020-07-25 16:09:28,397 - mmaction - INFO - Epoch [19][1340/3757] lr: 2.000e-02, eta: 2 days, 8:40:15, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2857, loss: 2.2857, grad_norm: 4.0332 2020-07-25 16:09:42,723 - mmaction - INFO - Epoch [19][1360/3757] lr: 2.000e-02, eta: 2 days, 8:40:06, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.2956, loss: 2.2956, grad_norm: 3.9751 2020-07-25 16:09:56,559 - mmaction - INFO - Epoch [19][1380/3757] lr: 2.000e-02, eta: 2 days, 8:39:55, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.9766 2020-07-25 16:10:10,519 - mmaction - INFO - Epoch [19][1400/3757] lr: 2.000e-02, eta: 2 days, 8:39:44, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3283, loss: 2.3283, grad_norm: 3.9889 2020-07-25 16:10:24,222 - mmaction - INFO - Epoch [19][1420/3757] lr: 2.000e-02, eta: 2 days, 8:39:33, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.3507, loss: 2.3507, grad_norm: 3.8449 2020-07-25 16:10:37,901 - mmaction - INFO - Epoch [19][1440/3757] lr: 2.000e-02, eta: 2 days, 8:39:21, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7117, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.8614 2020-07-25 16:10:51,518 - mmaction - INFO - Epoch [19][1460/3757] lr: 2.000e-02, eta: 2 days, 8:39:10, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2996, loss: 2.2996, grad_norm: 4.1741 2020-07-25 16:11:05,416 - mmaction - INFO - Epoch [19][1480/3757] lr: 2.000e-02, eta: 2 days, 8:38:59, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.9280 2020-07-25 16:11:19,226 - mmaction - INFO - Epoch [19][1500/3757] lr: 2.000e-02, eta: 2 days, 8:38:48, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.8653 2020-07-25 16:11:33,436 - mmaction - INFO - Epoch [19][1520/3757] lr: 2.000e-02, eta: 2 days, 8:38:39, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.3251, loss: 2.3251, grad_norm: 3.8246 2020-07-25 16:11:47,111 - mmaction - INFO - Epoch [19][1540/3757] lr: 2.000e-02, eta: 2 days, 8:38:27, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4531, top5_acc: 0.6891, loss_cls: 2.4012, loss: 2.4012, grad_norm: 4.0884 2020-07-25 16:12:01,680 - mmaction - INFO - Epoch [19][1560/3757] lr: 2.000e-02, eta: 2 days, 8:38:19, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7125, loss_cls: 2.3116, loss: 2.3116, grad_norm: 3.8576 2020-07-25 16:12:15,108 - mmaction - INFO - Epoch [19][1580/3757] lr: 2.000e-02, eta: 2 days, 8:38:07, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.9674 2020-07-25 16:12:28,979 - mmaction - INFO - Epoch [19][1600/3757] lr: 2.000e-02, eta: 2 days, 8:37:56, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.9706 2020-07-25 16:12:43,437 - mmaction - INFO - Epoch [19][1620/3757] lr: 2.000e-02, eta: 2 days, 8:37:48, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7320, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.9038 2020-07-25 16:12:58,022 - mmaction - INFO - Epoch [19][1640/3757] lr: 2.000e-02, eta: 2 days, 8:37:40, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.8079 2020-07-25 16:13:11,494 - mmaction - INFO - Epoch [19][1660/3757] lr: 2.000e-02, eta: 2 days, 8:37:27, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.8307 2020-07-25 16:13:26,213 - mmaction - INFO - Epoch [19][1680/3757] lr: 2.000e-02, eta: 2 days, 8:37:20, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2680, loss: 2.2680, grad_norm: 3.8519 2020-07-25 16:13:39,663 - mmaction - INFO - Epoch [19][1700/3757] lr: 2.000e-02, eta: 2 days, 8:37:08, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.9990 2020-07-25 16:13:53,987 - mmaction - INFO - Epoch [19][1720/3757] lr: 2.000e-02, eta: 2 days, 8:36:58, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.8835 2020-07-25 16:14:09,062 - mmaction - INFO - Epoch [19][1740/3757] lr: 2.000e-02, eta: 2 days, 8:36:53, time: 0.758, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.9707 2020-07-25 16:14:22,526 - mmaction - INFO - Epoch [19][1760/3757] lr: 2.000e-02, eta: 2 days, 8:36:40, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3032, loss: 2.3032, grad_norm: 4.0016 2020-07-25 16:14:36,396 - mmaction - INFO - Epoch [19][1780/3757] lr: 2.000e-02, eta: 2 days, 8:36:30, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.2965, loss: 2.2965, grad_norm: 3.9713 2020-07-25 16:14:50,576 - mmaction - INFO - Epoch [19][1800/3757] lr: 2.000e-02, eta: 2 days, 8:36:20, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.3067, loss: 2.3067, grad_norm: 3.8921 2020-07-25 16:15:04,943 - mmaction - INFO - Epoch [19][1820/3757] lr: 2.000e-02, eta: 2 days, 8:36:12, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7219, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.9051 2020-07-25 16:15:18,486 - mmaction - INFO - Epoch [19][1840/3757] lr: 2.000e-02, eta: 2 days, 8:36:00, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.9679 2020-07-25 16:15:32,637 - mmaction - INFO - Epoch [19][1860/3757] lr: 2.000e-02, eta: 2 days, 8:35:50, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2229, loss: 2.2229, grad_norm: 4.0538 2020-07-25 16:15:46,868 - mmaction - INFO - Epoch [19][1880/3757] lr: 2.000e-02, eta: 2 days, 8:35:41, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.8869 2020-07-25 16:16:01,680 - mmaction - INFO - Epoch [19][1900/3757] lr: 2.000e-02, eta: 2 days, 8:35:34, time: 0.736, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.8415 2020-07-25 16:16:15,987 - mmaction - INFO - Epoch [19][1920/3757] lr: 2.000e-02, eta: 2 days, 8:35:25, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.9692 2020-07-25 16:16:30,736 - mmaction - INFO - Epoch [19][1940/3757] lr: 2.000e-02, eta: 2 days, 8:35:18, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.0429 2020-07-25 16:16:44,948 - mmaction - INFO - Epoch [19][1960/3757] lr: 2.000e-02, eta: 2 days, 8:35:09, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2661, loss: 2.2661, grad_norm: 3.8670 2020-07-25 16:16:59,030 - mmaction - INFO - Epoch [19][1980/3757] lr: 2.000e-02, eta: 2 days, 8:34:59, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3815, loss: 2.3815, grad_norm: 3.9093 2020-07-25 16:17:13,164 - mmaction - INFO - Epoch [19][2000/3757] lr: 2.000e-02, eta: 2 days, 8:34:49, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3599, loss: 2.3599, grad_norm: 4.1303 2020-07-25 16:17:28,120 - mmaction - INFO - Epoch [19][2020/3757] lr: 2.000e-02, eta: 2 days, 8:34:43, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3565, loss: 2.3565, grad_norm: 3.9531 2020-07-25 16:17:42,454 - mmaction - INFO - Epoch [19][2040/3757] lr: 2.000e-02, eta: 2 days, 8:34:34, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.8774 2020-07-25 16:17:57,955 - mmaction - INFO - Epoch [19][2060/3757] lr: 2.000e-02, eta: 2 days, 8:34:31, time: 0.779, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.9406 2020-07-25 16:18:12,336 - mmaction - INFO - Epoch [19][2080/3757] lr: 2.000e-02, eta: 2 days, 8:34:22, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.8921 2020-07-25 16:18:26,348 - mmaction - INFO - Epoch [19][2100/3757] lr: 2.000e-02, eta: 2 days, 8:34:12, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.2709, loss: 2.2709, grad_norm: 3.9766 2020-07-25 16:18:40,261 - mmaction - INFO - Epoch [19][2120/3757] lr: 2.000e-02, eta: 2 days, 8:34:01, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.9647 2020-07-25 16:18:55,137 - mmaction - INFO - Epoch [19][2140/3757] lr: 2.000e-02, eta: 2 days, 8:33:55, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.8206 2020-07-25 16:19:09,485 - mmaction - INFO - Epoch [19][2160/3757] lr: 2.000e-02, eta: 2 days, 8:33:46, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7586, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.8511 2020-07-25 16:19:23,971 - mmaction - INFO - Epoch [19][2180/3757] lr: 2.000e-02, eta: 2 days, 8:33:38, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7242, loss_cls: 2.3287, loss: 2.3287, grad_norm: 4.0642 2020-07-25 16:19:38,876 - mmaction - INFO - Epoch [19][2200/3757] lr: 2.000e-02, eta: 2 days, 8:33:31, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.7472 2020-07-25 16:19:52,667 - mmaction - INFO - Epoch [19][2220/3757] lr: 2.000e-02, eta: 2 days, 8:33:20, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.9074 2020-07-25 16:20:06,914 - mmaction - INFO - Epoch [19][2240/3757] lr: 2.000e-02, eta: 2 days, 8:33:11, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.8759 2020-07-25 16:20:21,187 - mmaction - INFO - Epoch [19][2260/3757] lr: 2.000e-02, eta: 2 days, 8:33:02, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7203, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.9289 2020-07-25 16:20:36,029 - mmaction - INFO - Epoch [19][2280/3757] lr: 2.000e-02, eta: 2 days, 8:32:55, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.8797 2020-07-25 16:20:50,017 - mmaction - INFO - Epoch [19][2300/3757] lr: 2.000e-02, eta: 2 days, 8:32:45, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7414, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.9274 2020-07-25 16:21:04,631 - mmaction - INFO - Epoch [19][2320/3757] lr: 2.000e-02, eta: 2 days, 8:32:37, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3467, loss: 2.3467, grad_norm: 3.9368 2020-07-25 16:21:17,996 - mmaction - INFO - Epoch [19][2340/3757] lr: 2.000e-02, eta: 2 days, 8:32:24, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2919, loss: 2.2919, grad_norm: 3.9980 2020-07-25 16:21:32,831 - mmaction - INFO - Epoch [19][2360/3757] lr: 2.000e-02, eta: 2 days, 8:32:17, time: 0.742, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2728, loss: 2.2728, grad_norm: 3.9390 2020-07-25 16:21:46,604 - mmaction - INFO - Epoch [19][2380/3757] lr: 2.000e-02, eta: 2 days, 8:32:06, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.7954 2020-07-25 16:21:59,776 - mmaction - INFO - Epoch [19][2400/3757] lr: 2.000e-02, eta: 2 days, 8:31:52, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7539, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.9371 2020-07-25 16:22:14,878 - mmaction - INFO - Epoch [19][2420/3757] lr: 2.000e-02, eta: 2 days, 8:31:46, time: 0.750, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7211, loss_cls: 2.3020, loss: 2.3020, grad_norm: 3.9681 2020-07-25 16:22:27,974 - mmaction - INFO - Epoch [19][2440/3757] lr: 2.000e-02, eta: 2 days, 8:31:32, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.4155, loss: 2.4155, grad_norm: 3.9923 2020-07-25 16:22:41,801 - mmaction - INFO - Epoch [19][2460/3757] lr: 2.000e-02, eta: 2 days, 8:31:21, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.8313 2020-07-25 16:22:55,021 - mmaction - INFO - Epoch [19][2480/3757] lr: 2.000e-02, eta: 2 days, 8:31:07, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.2724, loss: 2.2724, grad_norm: 4.1092 2020-07-25 16:23:08,339 - mmaction - INFO - Epoch [19][2500/3757] lr: 2.000e-02, eta: 2 days, 8:30:54, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2480, loss: 2.2480, grad_norm: 3.9709 2020-07-25 16:23:22,302 - mmaction - INFO - Epoch [19][2520/3757] lr: 2.000e-02, eta: 2 days, 8:30:44, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.3358, loss: 2.3358, grad_norm: 3.8753 2020-07-25 16:23:36,394 - mmaction - INFO - Epoch [19][2540/3757] lr: 2.000e-02, eta: 2 days, 8:30:34, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.9422 2020-07-25 16:23:49,985 - mmaction - INFO - Epoch [19][2560/3757] lr: 2.000e-02, eta: 2 days, 8:30:22, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4061, loss: 2.4061, grad_norm: 4.0087 2020-07-25 16:24:04,181 - mmaction - INFO - Epoch [19][2580/3757] lr: 2.000e-02, eta: 2 days, 8:30:12, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.9448 2020-07-25 16:24:17,513 - mmaction - INFO - Epoch [19][2600/3757] lr: 2.000e-02, eta: 2 days, 8:29:59, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7094, loss_cls: 2.3463, loss: 2.3463, grad_norm: 3.8362 2020-07-25 16:24:31,292 - mmaction - INFO - Epoch [19][2620/3757] lr: 2.000e-02, eta: 2 days, 8:29:47, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.3122, loss: 2.3122, grad_norm: 3.8623 2020-07-25 16:24:45,018 - mmaction - INFO - Epoch [19][2640/3757] lr: 2.000e-02, eta: 2 days, 8:29:36, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7531, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.9294 2020-07-25 16:24:58,530 - mmaction - INFO - Epoch [19][2660/3757] lr: 2.000e-02, eta: 2 days, 8:29:23, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.9536 2020-07-25 16:25:12,105 - mmaction - INFO - Epoch [19][2680/3757] lr: 2.000e-02, eta: 2 days, 8:29:11, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2516, loss: 2.2516, grad_norm: 3.9255 2020-07-25 16:25:26,190 - mmaction - INFO - Epoch [19][2700/3757] lr: 2.000e-02, eta: 2 days, 8:29:01, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.6937, loss_cls: 2.3574, loss: 2.3574, grad_norm: 3.9581 2020-07-25 16:25:39,021 - mmaction - INFO - Epoch [19][2720/3757] lr: 2.000e-02, eta: 2 days, 8:28:46, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3627, loss: 2.3627, grad_norm: 3.9783 2020-07-25 16:25:52,392 - mmaction - INFO - Epoch [19][2740/3757] lr: 2.000e-02, eta: 2 days, 8:28:33, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.8799 2020-07-25 16:26:06,488 - mmaction - INFO - Epoch [19][2760/3757] lr: 2.000e-02, eta: 2 days, 8:28:23, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.8862 2020-07-25 16:26:20,021 - mmaction - INFO - Epoch [19][2780/3757] lr: 2.000e-02, eta: 2 days, 8:28:11, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7164, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.7485 2020-07-25 16:26:33,539 - mmaction - INFO - Epoch [19][2800/3757] lr: 2.000e-02, eta: 2 days, 8:27:58, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.9647 2020-07-25 16:26:47,764 - mmaction - INFO - Epoch [19][2820/3757] lr: 2.000e-02, eta: 2 days, 8:27:48, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.8765 2020-07-25 16:27:01,323 - mmaction - INFO - Epoch [19][2840/3757] lr: 2.000e-02, eta: 2 days, 8:27:36, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3760, loss: 2.3760, grad_norm: 3.7458 2020-07-25 16:27:15,711 - mmaction - INFO - Epoch [19][2860/3757] lr: 2.000e-02, eta: 2 days, 8:27:28, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.9535 2020-07-25 16:27:29,356 - mmaction - INFO - Epoch [19][2880/3757] lr: 2.000e-02, eta: 2 days, 8:27:16, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.8163 2020-07-25 16:27:42,393 - mmaction - INFO - Epoch [19][2900/3757] lr: 2.000e-02, eta: 2 days, 8:27:01, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7250, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.9141 2020-07-25 16:27:55,433 - mmaction - INFO - Epoch [19][2920/3757] lr: 2.000e-02, eta: 2 days, 8:26:47, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.3230, loss: 2.3230, grad_norm: 3.8545 2020-07-25 16:28:09,759 - mmaction - INFO - Epoch [19][2940/3757] lr: 2.000e-02, eta: 2 days, 8:26:38, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3128, loss: 2.3128, grad_norm: 3.9936 2020-07-25 16:28:23,729 - mmaction - INFO - Epoch [19][2960/3757] lr: 2.000e-02, eta: 2 days, 8:26:27, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2762, loss: 2.2762, grad_norm: 3.9043 2020-07-25 16:28:37,600 - mmaction - INFO - Epoch [19][2980/3757] lr: 2.000e-02, eta: 2 days, 8:26:16, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.9658 2020-07-25 16:28:51,115 - mmaction - INFO - Epoch [19][3000/3757] lr: 2.000e-02, eta: 2 days, 8:26:04, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2625, loss: 2.2625, grad_norm: 4.1129 2020-07-25 16:29:03,904 - mmaction - INFO - Epoch [19][3020/3757] lr: 2.000e-02, eta: 2 days, 8:25:48, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3322, loss: 2.3322, grad_norm: 4.0838 2020-07-25 16:29:17,761 - mmaction - INFO - Epoch [19][3040/3757] lr: 2.000e-02, eta: 2 days, 8:25:37, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.3229, loss: 2.3229, grad_norm: 3.9304 2020-07-25 16:29:31,836 - mmaction - INFO - Epoch [19][3060/3757] lr: 2.000e-02, eta: 2 days, 8:25:27, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.8878 2020-07-25 16:29:44,504 - mmaction - INFO - Epoch [19][3080/3757] lr: 2.000e-02, eta: 2 days, 8:25:11, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.9244 2020-07-25 16:29:58,138 - mmaction - INFO - Epoch [19][3100/3757] lr: 2.000e-02, eta: 2 days, 8:24:59, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3467, loss: 2.3467, grad_norm: 4.0974 2020-07-25 16:30:11,326 - mmaction - INFO - Epoch [19][3120/3757] lr: 2.000e-02, eta: 2 days, 8:24:45, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.9122 2020-07-25 16:30:25,421 - mmaction - INFO - Epoch [19][3140/3757] lr: 2.000e-02, eta: 2 days, 8:24:35, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7203, loss_cls: 2.2832, loss: 2.2832, grad_norm: 4.1806 2020-07-25 16:30:38,869 - mmaction - INFO - Epoch [19][3160/3757] lr: 2.000e-02, eta: 2 days, 8:24:22, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7063, loss_cls: 2.3544, loss: 2.3544, grad_norm: 4.0765 2020-07-25 16:30:51,663 - mmaction - INFO - Epoch [19][3180/3757] lr: 2.000e-02, eta: 2 days, 8:24:07, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.7464 2020-07-25 16:31:05,020 - mmaction - INFO - Epoch [19][3200/3757] lr: 2.000e-02, eta: 2 days, 8:23:54, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3492, loss: 2.3492, grad_norm: 4.0373 2020-07-25 16:31:17,978 - mmaction - INFO - Epoch [19][3220/3757] lr: 2.000e-02, eta: 2 days, 8:23:39, time: 0.647, data_time: 0.001, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.9170 2020-07-25 16:31:31,668 - mmaction - INFO - Epoch [19][3240/3757] lr: 2.000e-02, eta: 2 days, 8:23:27, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4271, loss: 2.4271, grad_norm: 4.1115 2020-07-25 16:31:44,344 - mmaction - INFO - Epoch [19][3260/3757] lr: 2.000e-02, eta: 2 days, 8:23:11, time: 0.640, data_time: 0.009, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7195, loss_cls: 2.3477, loss: 2.3477, grad_norm: 3.9425 2020-07-25 16:31:58,113 - mmaction - INFO - Epoch [19][3280/3757] lr: 2.000e-02, eta: 2 days, 8:22:59, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.9531 2020-07-25 16:32:11,578 - mmaction - INFO - Epoch [19][3300/3757] lr: 2.000e-02, eta: 2 days, 8:22:47, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.9775 2020-07-25 16:32:24,758 - mmaction - INFO - Epoch [19][3320/3757] lr: 2.000e-02, eta: 2 days, 8:22:33, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1810, loss: 2.1810, grad_norm: 4.0736 2020-07-25 16:32:37,670 - mmaction - INFO - Epoch [19][3340/3757] lr: 2.000e-02, eta: 2 days, 8:22:18, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7086, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.8511 2020-07-25 16:32:53,103 - mmaction - INFO - Epoch [19][3360/3757] lr: 2.000e-02, eta: 2 days, 8:22:14, time: 0.770, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2950, loss: 2.2950, grad_norm: 3.8409 2020-07-25 16:33:05,963 - mmaction - INFO - Epoch [19][3380/3757] lr: 2.000e-02, eta: 2 days, 8:21:58, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3439, loss: 2.3439, grad_norm: 3.8403 2020-07-25 16:33:18,758 - mmaction - INFO - Epoch [19][3400/3757] lr: 2.000e-02, eta: 2 days, 8:21:43, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.8282 2020-07-25 16:33:31,785 - mmaction - INFO - Epoch [19][3420/3757] lr: 2.000e-02, eta: 2 days, 8:21:28, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3186, loss: 2.3186, grad_norm: 4.0046 2020-07-25 16:33:45,391 - mmaction - INFO - Epoch [19][3440/3757] lr: 2.000e-02, eta: 2 days, 8:21:16, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.2807, loss: 2.2807, grad_norm: 3.8511 2020-07-25 16:33:59,234 - mmaction - INFO - Epoch [19][3460/3757] lr: 2.000e-02, eta: 2 days, 8:21:05, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.8102 2020-07-25 16:34:12,025 - mmaction - INFO - Epoch [19][3480/3757] lr: 2.000e-02, eta: 2 days, 8:20:49, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.4369, loss: 2.4369, grad_norm: 4.0328 2020-07-25 16:34:24,991 - mmaction - INFO - Epoch [19][3500/3757] lr: 2.000e-02, eta: 2 days, 8:20:35, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.9491 2020-07-25 16:34:38,920 - mmaction - INFO - Epoch [19][3520/3757] lr: 2.000e-02, eta: 2 days, 8:20:24, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7195, loss_cls: 2.3179, loss: 2.3179, grad_norm: 4.1307 2020-07-25 16:34:52,959 - mmaction - INFO - Epoch [19][3540/3757] lr: 2.000e-02, eta: 2 days, 8:20:14, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.8050 2020-07-25 16:35:06,662 - mmaction - INFO - Epoch [19][3560/3757] lr: 2.000e-02, eta: 2 days, 8:20:02, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.3982, loss: 2.3982, grad_norm: 3.8629 2020-07-25 16:35:19,395 - mmaction - INFO - Epoch [19][3580/3757] lr: 2.000e-02, eta: 2 days, 8:19:46, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.9450 2020-07-25 16:35:33,249 - mmaction - INFO - Epoch [19][3600/3757] lr: 2.000e-02, eta: 2 days, 8:19:35, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3259, loss: 2.3259, grad_norm: 4.1006 2020-07-25 16:35:46,508 - mmaction - INFO - Epoch [19][3620/3757] lr: 2.000e-02, eta: 2 days, 8:19:22, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.3167, loss: 2.3167, grad_norm: 3.8449 2020-07-25 16:36:00,278 - mmaction - INFO - Epoch [19][3640/3757] lr: 2.000e-02, eta: 2 days, 8:19:10, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2978, loss: 2.2978, grad_norm: 4.0719 2020-07-25 16:36:13,154 - mmaction - INFO - Epoch [19][3660/3757] lr: 2.000e-02, eta: 2 days, 8:18:55, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.2867, loss: 2.2867, grad_norm: 4.0768 2020-07-25 16:36:26,361 - mmaction - INFO - Epoch [19][3680/3757] lr: 2.000e-02, eta: 2 days, 8:18:41, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.7932 2020-07-25 16:36:39,197 - mmaction - INFO - Epoch [19][3700/3757] lr: 2.000e-02, eta: 2 days, 8:18:26, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3634, loss: 2.3634, grad_norm: 3.9065 2020-07-25 16:36:52,119 - mmaction - INFO - Epoch [19][3720/3757] lr: 2.000e-02, eta: 2 days, 8:18:11, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7359, loss_cls: 2.2523, loss: 2.2523, grad_norm: 4.0120 2020-07-25 16:37:05,028 - mmaction - INFO - Epoch [19][3740/3757] lr: 2.000e-02, eta: 2 days, 8:17:56, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.7423 2020-07-25 16:37:16,205 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-07-25 16:37:41,430 - mmaction - INFO - Epoch [20][20/3757] lr: 2.000e-02, eta: 2 days, 8:17:29, time: 1.212, data_time: 0.555, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.3234, loss: 2.3234, grad_norm: 3.9856 2020-07-25 16:37:54,338 - mmaction - INFO - Epoch [20][40/3757] lr: 2.000e-02, eta: 2 days, 8:17:14, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.9308 2020-07-25 16:38:06,863 - mmaction - INFO - Epoch [20][60/3757] lr: 2.000e-02, eta: 2 days, 8:16:57, time: 0.624, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.2985, loss: 2.2985, grad_norm: 4.0788 2020-07-25 16:38:19,478 - mmaction - INFO - Epoch [20][80/3757] lr: 2.000e-02, eta: 2 days, 8:16:41, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0619, loss: 2.0619, grad_norm: 3.7952 2020-07-25 16:38:32,641 - mmaction - INFO - Epoch [20][100/3757] lr: 2.000e-02, eta: 2 days, 8:16:27, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.9572 2020-07-25 16:38:46,263 - mmaction - INFO - Epoch [20][120/3757] lr: 2.000e-02, eta: 2 days, 8:16:15, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2378, loss: 2.2378, grad_norm: 4.0385 2020-07-25 16:38:59,128 - mmaction - INFO - Epoch [20][140/3757] lr: 2.000e-02, eta: 2 days, 8:16:00, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.8383 2020-07-25 16:39:11,747 - mmaction - INFO - Epoch [20][160/3757] lr: 2.000e-02, eta: 2 days, 8:15:44, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7141, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.8956 2020-07-25 16:39:25,687 - mmaction - INFO - Epoch [20][180/3757] lr: 2.000e-02, eta: 2 days, 8:15:33, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.9538 2020-07-25 16:39:39,061 - mmaction - INFO - Epoch [20][200/3757] lr: 2.000e-02, eta: 2 days, 8:15:20, time: 0.669, data_time: 0.002, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.9892 2020-07-25 16:39:53,239 - mmaction - INFO - Epoch [20][220/3757] lr: 2.000e-02, eta: 2 days, 8:15:10, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3224, loss: 2.3224, grad_norm: 4.0304 2020-07-25 16:40:05,822 - mmaction - INFO - Epoch [20][240/3757] lr: 2.000e-02, eta: 2 days, 8:14:54, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7070, loss_cls: 2.3322, loss: 2.3322, grad_norm: 3.9269 2020-07-25 16:40:18,586 - mmaction - INFO - Epoch [20][260/3757] lr: 2.000e-02, eta: 2 days, 8:14:38, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2210, loss: 2.2210, grad_norm: 3.8600 2020-07-25 16:40:33,380 - mmaction - INFO - Epoch [20][280/3757] lr: 2.000e-02, eta: 2 days, 8:14:31, time: 0.740, data_time: 0.002, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7312, loss_cls: 2.2769, loss: 2.2769, grad_norm: 3.9544 2020-07-25 16:40:47,459 - mmaction - INFO - Epoch [20][300/3757] lr: 2.000e-02, eta: 2 days, 8:14:21, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2147, loss: 2.2147, grad_norm: 3.8991 2020-07-25 16:41:00,036 - mmaction - INFO - Epoch [20][320/3757] lr: 2.000e-02, eta: 2 days, 8:14:05, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.3182, loss: 2.3182, grad_norm: 3.8697 2020-07-25 16:41:13,812 - mmaction - INFO - Epoch [20][340/3757] lr: 2.000e-02, eta: 2 days, 8:13:53, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.9245 2020-07-25 16:41:27,418 - mmaction - INFO - Epoch [20][360/3757] lr: 2.000e-02, eta: 2 days, 8:13:41, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7305, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.9622 2020-07-25 16:41:40,573 - mmaction - INFO - Epoch [20][380/3757] lr: 2.000e-02, eta: 2 days, 8:13:27, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.9387 2020-07-25 16:41:54,073 - mmaction - INFO - Epoch [20][400/3757] lr: 2.000e-02, eta: 2 days, 8:13:14, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.9448 2020-07-25 16:42:06,902 - mmaction - INFO - Epoch [20][420/3757] lr: 2.000e-02, eta: 2 days, 8:12:59, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3700, loss: 2.3700, grad_norm: 4.1439 2020-07-25 16:42:20,286 - mmaction - INFO - Epoch [20][440/3757] lr: 2.000e-02, eta: 2 days, 8:12:46, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.1979, loss: 2.1979, grad_norm: 4.0143 2020-07-25 16:42:32,985 - mmaction - INFO - Epoch [20][460/3757] lr: 2.000e-02, eta: 2 days, 8:12:30, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.7586 2020-07-25 16:42:46,032 - mmaction - INFO - Epoch [20][480/3757] lr: 2.000e-02, eta: 2 days, 8:12:16, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2694, loss: 2.2694, grad_norm: 4.0589 2020-07-25 16:42:59,127 - mmaction - INFO - Epoch [20][500/3757] lr: 2.000e-02, eta: 2 days, 8:12:01, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.8802 2020-07-25 16:43:12,013 - mmaction - INFO - Epoch [20][520/3757] lr: 2.000e-02, eta: 2 days, 8:11:46, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7336, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.9479 2020-07-25 16:43:25,115 - mmaction - INFO - Epoch [20][540/3757] lr: 2.000e-02, eta: 2 days, 8:11:32, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.8111 2020-07-25 16:43:38,134 - mmaction - INFO - Epoch [20][560/3757] lr: 2.000e-02, eta: 2 days, 8:11:18, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7117, loss_cls: 2.3146, loss: 2.3146, grad_norm: 3.8964 2020-07-25 16:43:51,385 - mmaction - INFO - Epoch [20][580/3757] lr: 2.000e-02, eta: 2 days, 8:11:04, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3433, loss: 2.3433, grad_norm: 3.7889 2020-07-25 16:44:04,155 - mmaction - INFO - Epoch [20][600/3757] lr: 2.000e-02, eta: 2 days, 8:10:48, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.9847 2020-07-25 16:44:16,886 - mmaction - INFO - Epoch [20][620/3757] lr: 2.000e-02, eta: 2 days, 8:10:32, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2703, loss: 2.2703, grad_norm: 4.0782 2020-07-25 16:44:30,958 - mmaction - INFO - Epoch [20][640/3757] lr: 2.000e-02, eta: 2 days, 8:10:22, time: 0.703, data_time: 0.002, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.9564 2020-07-25 16:44:44,841 - mmaction - INFO - Epoch [20][660/3757] lr: 2.000e-02, eta: 2 days, 8:10:11, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.9173 2020-07-25 16:44:57,668 - mmaction - INFO - Epoch [20][680/3757] lr: 2.000e-02, eta: 2 days, 8:09:56, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.9221 2020-07-25 16:45:11,634 - mmaction - INFO - Epoch [20][700/3757] lr: 2.000e-02, eta: 2 days, 8:09:45, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7344, loss_cls: 2.3074, loss: 2.3074, grad_norm: 4.0019 2020-07-25 16:45:24,348 - mmaction - INFO - Epoch [20][720/3757] lr: 2.000e-02, eta: 2 days, 8:09:30, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.2958, loss: 2.2958, grad_norm: 3.9897 2020-07-25 16:45:38,063 - mmaction - INFO - Epoch [20][740/3757] lr: 2.000e-02, eta: 2 days, 8:09:18, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2201, loss: 2.2201, grad_norm: 4.1224 2020-07-25 16:45:50,880 - mmaction - INFO - Epoch [20][760/3757] lr: 2.000e-02, eta: 2 days, 8:09:03, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.9138 2020-07-25 16:46:04,436 - mmaction - INFO - Epoch [20][780/3757] lr: 2.000e-02, eta: 2 days, 8:08:50, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7375, loss_cls: 2.2482, loss: 2.2482, grad_norm: 4.1200 2020-07-25 16:46:17,205 - mmaction - INFO - Epoch [20][800/3757] lr: 2.000e-02, eta: 2 days, 8:08:35, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.9707 2020-07-25 16:46:30,734 - mmaction - INFO - Epoch [20][820/3757] lr: 2.000e-02, eta: 2 days, 8:08:22, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2616, loss: 2.2616, grad_norm: 4.0056 2020-07-25 16:46:43,643 - mmaction - INFO - Epoch [20][840/3757] lr: 2.000e-02, eta: 2 days, 8:08:07, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1902, loss: 2.1902, grad_norm: 4.0494 2020-07-25 16:46:56,394 - mmaction - INFO - Epoch [20][860/3757] lr: 2.000e-02, eta: 2 days, 8:07:51, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.9680 2020-07-25 16:47:09,298 - mmaction - INFO - Epoch [20][880/3757] lr: 2.000e-02, eta: 2 days, 8:07:36, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7008, loss_cls: 2.3652, loss: 2.3652, grad_norm: 4.0395 2020-07-25 16:47:22,843 - mmaction - INFO - Epoch [20][900/3757] lr: 2.000e-02, eta: 2 days, 8:07:24, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2197, loss: 2.2197, grad_norm: 3.8281 2020-07-25 16:47:36,075 - mmaction - INFO - Epoch [20][920/3757] lr: 2.000e-02, eta: 2 days, 8:07:10, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2261, loss: 2.2261, grad_norm: 4.1729 2020-07-25 16:47:50,247 - mmaction - INFO - Epoch [20][940/3757] lr: 2.000e-02, eta: 2 days, 8:07:00, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.9548 2020-07-25 16:48:02,775 - mmaction - INFO - Epoch [20][960/3757] lr: 2.000e-02, eta: 2 days, 8:06:44, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.9630 2020-07-25 16:48:16,950 - mmaction - INFO - Epoch [20][980/3757] lr: 2.000e-02, eta: 2 days, 8:06:34, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.9446 2020-07-25 16:48:29,805 - mmaction - INFO - Epoch [20][1000/3757] lr: 2.000e-02, eta: 2 days, 8:06:19, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.3056, loss: 2.3056, grad_norm: 4.0924 2020-07-25 16:48:43,067 - mmaction - INFO - Epoch [20][1020/3757] lr: 2.000e-02, eta: 2 days, 8:06:05, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2741, loss: 2.2741, grad_norm: 3.9211 2020-07-25 16:48:55,955 - mmaction - INFO - Epoch [20][1040/3757] lr: 2.000e-02, eta: 2 days, 8:05:50, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3215, loss: 2.3215, grad_norm: 4.0364 2020-07-25 16:49:08,944 - mmaction - INFO - Epoch [20][1060/3757] lr: 2.000e-02, eta: 2 days, 8:05:35, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.2871, loss: 2.2871, grad_norm: 4.0776 2020-07-25 16:49:21,694 - mmaction - INFO - Epoch [20][1080/3757] lr: 2.000e-02, eta: 2 days, 8:05:20, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1886, loss: 2.1886, grad_norm: 4.0514 2020-07-25 16:49:36,691 - mmaction - INFO - Epoch [20][1100/3757] lr: 2.000e-02, eta: 2 days, 8:05:14, time: 0.750, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7289, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.9950 2020-07-25 16:49:49,225 - mmaction - INFO - Epoch [20][1120/3757] lr: 2.000e-02, eta: 2 days, 8:04:57, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1843, loss: 2.1843, grad_norm: 4.0582 2020-07-25 16:50:02,484 - mmaction - INFO - Epoch [20][1140/3757] lr: 2.000e-02, eta: 2 days, 8:04:43, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.2993, loss: 2.2993, grad_norm: 3.9754 2020-07-25 16:50:16,049 - mmaction - INFO - Epoch [20][1160/3757] lr: 2.000e-02, eta: 2 days, 8:04:31, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.9231 2020-07-25 16:50:29,586 - mmaction - INFO - Epoch [20][1180/3757] lr: 2.000e-02, eta: 2 days, 8:04:18, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7266, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.8744 2020-07-25 16:50:43,692 - mmaction - INFO - Epoch [20][1200/3757] lr: 2.000e-02, eta: 2 days, 8:04:09, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.3079, loss: 2.3079, grad_norm: 3.8734 2020-07-25 16:50:58,286 - mmaction - INFO - Epoch [20][1220/3757] lr: 2.000e-02, eta: 2 days, 8:04:00, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.7749 2020-07-25 16:51:10,736 - mmaction - INFO - Epoch [20][1240/3757] lr: 2.000e-02, eta: 2 days, 8:03:44, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.8446 2020-07-25 16:51:23,513 - mmaction - INFO - Epoch [20][1260/3757] lr: 2.000e-02, eta: 2 days, 8:03:28, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.2581, loss: 2.2581, grad_norm: 4.0204 2020-07-25 16:51:36,586 - mmaction - INFO - Epoch [20][1280/3757] lr: 2.000e-02, eta: 2 days, 8:03:14, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.9189 2020-07-25 16:51:49,880 - mmaction - INFO - Epoch [20][1300/3757] lr: 2.000e-02, eta: 2 days, 8:03:00, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.8872 2020-07-25 16:52:03,360 - mmaction - INFO - Epoch [20][1320/3757] lr: 2.000e-02, eta: 2 days, 8:02:48, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2455, loss: 2.2455, grad_norm: 3.9818 2020-07-25 16:52:16,779 - mmaction - INFO - Epoch [20][1340/3757] lr: 2.000e-02, eta: 2 days, 8:02:35, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7039, loss_cls: 2.3152, loss: 2.3152, grad_norm: 4.0647 2020-07-25 16:52:29,629 - mmaction - INFO - Epoch [20][1360/3757] lr: 2.000e-02, eta: 2 days, 8:02:19, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7188, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.9917 2020-07-25 16:52:42,824 - mmaction - INFO - Epoch [20][1380/3757] lr: 2.000e-02, eta: 2 days, 8:02:05, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.3247, loss: 2.3247, grad_norm: 3.9237 2020-07-25 16:52:56,483 - mmaction - INFO - Epoch [20][1400/3757] lr: 2.000e-02, eta: 2 days, 8:01:54, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.8972 2020-07-25 16:53:09,291 - mmaction - INFO - Epoch [20][1420/3757] lr: 2.000e-02, eta: 2 days, 8:01:38, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.0587 2020-07-25 16:53:22,908 - mmaction - INFO - Epoch [20][1440/3757] lr: 2.000e-02, eta: 2 days, 8:01:26, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.2136, loss: 2.2136, grad_norm: 4.0241 2020-07-25 16:53:35,630 - mmaction - INFO - Epoch [20][1460/3757] lr: 2.000e-02, eta: 2 days, 8:01:10, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2965, loss: 2.2965, grad_norm: 4.0750 2020-07-25 16:53:49,027 - mmaction - INFO - Epoch [20][1480/3757] lr: 2.000e-02, eta: 2 days, 8:00:57, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.8941 2020-07-25 16:54:02,660 - mmaction - INFO - Epoch [20][1500/3757] lr: 2.000e-02, eta: 2 days, 8:00:45, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7469, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.8957 2020-07-25 16:54:15,338 - mmaction - INFO - Epoch [20][1520/3757] lr: 2.000e-02, eta: 2 days, 8:00:30, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.9475 2020-07-25 16:54:28,126 - mmaction - INFO - Epoch [20][1540/3757] lr: 2.000e-02, eta: 2 days, 8:00:14, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2717, loss: 2.2717, grad_norm: 4.1448 2020-07-25 16:54:41,767 - mmaction - INFO - Epoch [20][1560/3757] lr: 2.000e-02, eta: 2 days, 8:00:02, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.2997, loss: 2.2997, grad_norm: 4.0734 2020-07-25 16:54:54,604 - mmaction - INFO - Epoch [20][1580/3757] lr: 2.000e-02, eta: 2 days, 7:59:46, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.8965 2020-07-25 16:55:07,276 - mmaction - INFO - Epoch [20][1600/3757] lr: 2.000e-02, eta: 2 days, 7:59:31, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3002, loss: 2.3002, grad_norm: 3.9773 2020-07-25 16:55:20,311 - mmaction - INFO - Epoch [20][1620/3757] lr: 2.000e-02, eta: 2 days, 7:59:16, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.8345 2020-07-25 16:55:32,908 - mmaction - INFO - Epoch [20][1640/3757] lr: 2.000e-02, eta: 2 days, 7:59:00, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.9586 2020-07-25 16:55:46,897 - mmaction - INFO - Epoch [20][1660/3757] lr: 2.000e-02, eta: 2 days, 7:58:49, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.9381 2020-07-25 16:55:59,751 - mmaction - INFO - Epoch [20][1680/3757] lr: 2.000e-02, eta: 2 days, 7:58:34, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.9388 2020-07-25 16:56:12,853 - mmaction - INFO - Epoch [20][1700/3757] lr: 2.000e-02, eta: 2 days, 7:58:20, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2965, loss: 2.2965, grad_norm: 4.2353 2020-07-25 16:56:26,395 - mmaction - INFO - Epoch [20][1720/3757] lr: 2.000e-02, eta: 2 days, 7:58:07, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7078, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.9031 2020-07-25 16:56:39,646 - mmaction - INFO - Epoch [20][1740/3757] lr: 2.000e-02, eta: 2 days, 7:57:54, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4105, loss: 2.4105, grad_norm: 3.9876 2020-07-25 16:56:52,570 - mmaction - INFO - Epoch [20][1760/3757] lr: 2.000e-02, eta: 2 days, 7:57:39, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.9292 2020-07-25 16:57:07,340 - mmaction - INFO - Epoch [20][1780/3757] lr: 2.000e-02, eta: 2 days, 7:57:31, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2969, loss: 2.2969, grad_norm: 4.1705 2020-07-25 16:57:20,495 - mmaction - INFO - Epoch [20][1800/3757] lr: 2.000e-02, eta: 2 days, 7:57:18, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4484, top5_acc: 0.7156, loss_cls: 2.3829, loss: 2.3829, grad_norm: 4.0465 2020-07-25 16:57:33,201 - mmaction - INFO - Epoch [20][1820/3757] lr: 2.000e-02, eta: 2 days, 7:57:02, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7281, loss_cls: 2.2909, loss: 2.2909, grad_norm: 3.9781 2020-07-25 16:57:46,808 - mmaction - INFO - Epoch [20][1840/3757] lr: 2.000e-02, eta: 2 days, 7:56:50, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.8997 2020-07-25 16:57:59,436 - mmaction - INFO - Epoch [20][1860/3757] lr: 2.000e-02, eta: 2 days, 7:56:33, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.8426 2020-07-25 16:58:13,065 - mmaction - INFO - Epoch [20][1880/3757] lr: 2.000e-02, eta: 2 days, 7:56:22, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.8851 2020-07-25 16:58:26,269 - mmaction - INFO - Epoch [20][1900/3757] lr: 2.000e-02, eta: 2 days, 7:56:07, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2958, loss: 2.2958, grad_norm: 3.9741 2020-07-25 16:58:39,500 - mmaction - INFO - Epoch [20][1920/3757] lr: 2.000e-02, eta: 2 days, 7:55:54, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7180, loss_cls: 2.3098, loss: 2.3098, grad_norm: 4.0146 2020-07-25 16:58:52,256 - mmaction - INFO - Epoch [20][1940/3757] lr: 2.000e-02, eta: 2 days, 7:55:38, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.8266 2020-07-25 16:59:04,928 - mmaction - INFO - Epoch [20][1960/3757] lr: 2.000e-02, eta: 2 days, 7:55:22, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.8117 2020-07-25 16:59:18,901 - mmaction - INFO - Epoch [20][1980/3757] lr: 2.000e-02, eta: 2 days, 7:55:11, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.8642 2020-07-25 16:59:32,131 - mmaction - INFO - Epoch [20][2000/3757] lr: 2.000e-02, eta: 2 days, 7:54:58, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.9209 2020-07-25 16:59:45,888 - mmaction - INFO - Epoch [20][2020/3757] lr: 2.000e-02, eta: 2 days, 7:54:47, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2988, loss: 2.2988, grad_norm: 3.9823 2020-07-25 16:59:58,547 - mmaction - INFO - Epoch [20][2040/3757] lr: 2.000e-02, eta: 2 days, 7:54:31, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.7744 2020-07-25 17:00:13,662 - mmaction - INFO - Epoch [20][2060/3757] lr: 2.000e-02, eta: 2 days, 7:54:24, time: 0.751, data_time: 0.004, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.9142 2020-07-25 17:00:26,429 - mmaction - INFO - Epoch [20][2080/3757] lr: 2.000e-02, eta: 2 days, 7:54:09, time: 0.644, data_time: 0.013, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.7910 2020-07-25 17:00:39,579 - mmaction - INFO - Epoch [20][2100/3757] lr: 2.000e-02, eta: 2 days, 7:53:55, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7594, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.7097 2020-07-25 17:00:52,791 - mmaction - INFO - Epoch [20][2120/3757] lr: 2.000e-02, eta: 2 days, 7:53:41, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2804, loss: 2.2804, grad_norm: 3.9616 2020-07-25 17:01:06,932 - mmaction - INFO - Epoch [20][2140/3757] lr: 2.000e-02, eta: 2 days, 7:53:31, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.8922 2020-07-25 17:01:20,116 - mmaction - INFO - Epoch [20][2160/3757] lr: 2.000e-02, eta: 2 days, 7:53:18, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3463, loss: 2.3463, grad_norm: 3.9756 2020-07-25 17:01:33,517 - mmaction - INFO - Epoch [20][2180/3757] lr: 2.000e-02, eta: 2 days, 7:53:04, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3139, loss: 2.3139, grad_norm: 3.9058 2020-07-25 17:01:46,596 - mmaction - INFO - Epoch [20][2200/3757] lr: 2.000e-02, eta: 2 days, 7:52:50, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.9936 2020-07-25 17:02:00,545 - mmaction - INFO - Epoch [20][2220/3757] lr: 2.000e-02, eta: 2 days, 7:52:40, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.9325 2020-07-25 17:02:13,053 - mmaction - INFO - Epoch [20][2240/3757] lr: 2.000e-02, eta: 2 days, 7:52:23, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.8521 2020-07-25 17:02:25,926 - mmaction - INFO - Epoch [20][2260/3757] lr: 2.000e-02, eta: 2 days, 7:52:07, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.8564 2020-07-25 17:02:39,521 - mmaction - INFO - Epoch [20][2280/3757] lr: 2.000e-02, eta: 2 days, 7:51:56, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3338, loss: 2.3338, grad_norm: 4.1776 2020-07-25 17:02:52,220 - mmaction - INFO - Epoch [20][2300/3757] lr: 2.000e-02, eta: 2 days, 7:51:40, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.1691, loss: 2.1691, grad_norm: 4.0658 2020-07-25 17:03:05,034 - mmaction - INFO - Epoch [20][2320/3757] lr: 2.000e-02, eta: 2 days, 7:51:24, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.8930 2020-07-25 17:03:17,805 - mmaction - INFO - Epoch [20][2340/3757] lr: 2.000e-02, eta: 2 days, 7:51:09, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.8403 2020-07-25 17:03:30,742 - mmaction - INFO - Epoch [20][2360/3757] lr: 2.000e-02, eta: 2 days, 7:50:54, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.9856 2020-07-25 17:03:44,113 - mmaction - INFO - Epoch [20][2380/3757] lr: 2.000e-02, eta: 2 days, 7:50:41, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.2733, loss: 2.2733, grad_norm: 4.0263 2020-07-25 17:03:56,939 - mmaction - INFO - Epoch [20][2400/3757] lr: 2.000e-02, eta: 2 days, 7:50:26, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.8836 2020-07-25 17:04:10,032 - mmaction - INFO - Epoch [20][2420/3757] lr: 2.000e-02, eta: 2 days, 7:50:11, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7492, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.9195 2020-07-25 17:04:22,825 - mmaction - INFO - Epoch [20][2440/3757] lr: 2.000e-02, eta: 2 days, 7:49:56, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3526, loss: 2.3526, grad_norm: 3.9824 2020-07-25 17:04:35,881 - mmaction - INFO - Epoch [20][2460/3757] lr: 2.000e-02, eta: 2 days, 7:49:41, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7453, loss_cls: 2.1920, loss: 2.1920, grad_norm: 4.0083 2020-07-25 17:04:48,918 - mmaction - INFO - Epoch [20][2480/3757] lr: 2.000e-02, eta: 2 days, 7:49:27, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2999, loss: 2.2999, grad_norm: 4.0532 2020-07-25 17:05:02,405 - mmaction - INFO - Epoch [20][2500/3757] lr: 2.000e-02, eta: 2 days, 7:49:14, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7359, loss_cls: 2.2256, loss: 2.2256, grad_norm: 3.9123 2020-07-25 17:05:14,905 - mmaction - INFO - Epoch [20][2520/3757] lr: 2.000e-02, eta: 2 days, 7:48:58, time: 0.624, data_time: 0.002, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2397, loss: 2.2397, grad_norm: 4.0108 2020-07-25 17:05:28,655 - mmaction - INFO - Epoch [20][2540/3757] lr: 2.000e-02, eta: 2 days, 7:48:46, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2966, loss: 2.2966, grad_norm: 3.9994 2020-07-25 17:05:42,009 - mmaction - INFO - Epoch [20][2560/3757] lr: 2.000e-02, eta: 2 days, 7:48:33, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.9262 2020-07-25 17:05:56,179 - mmaction - INFO - Epoch [20][2580/3757] lr: 2.000e-02, eta: 2 days, 7:48:23, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.8832 2020-07-25 17:06:08,897 - mmaction - INFO - Epoch [20][2600/3757] lr: 2.000e-02, eta: 2 days, 7:48:07, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2523, loss: 2.2523, grad_norm: 4.0169 2020-07-25 17:06:21,790 - mmaction - INFO - Epoch [20][2620/3757] lr: 2.000e-02, eta: 2 days, 7:47:52, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.9593 2020-07-25 17:06:34,873 - mmaction - INFO - Epoch [20][2640/3757] lr: 2.000e-02, eta: 2 days, 7:47:38, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7508, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.8598 2020-07-25 17:06:47,757 - mmaction - INFO - Epoch [20][2660/3757] lr: 2.000e-02, eta: 2 days, 7:47:23, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.4177, loss: 2.4177, grad_norm: 3.7965 2020-07-25 17:07:00,445 - mmaction - INFO - Epoch [20][2680/3757] lr: 2.000e-02, eta: 2 days, 7:47:07, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.2904, loss: 2.2904, grad_norm: 3.8565 2020-07-25 17:07:13,340 - mmaction - INFO - Epoch [20][2700/3757] lr: 2.000e-02, eta: 2 days, 7:46:52, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2780, loss: 2.2780, grad_norm: 4.0055 2020-07-25 17:07:26,655 - mmaction - INFO - Epoch [20][2720/3757] lr: 2.000e-02, eta: 2 days, 7:46:39, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.8585 2020-07-25 17:07:39,529 - mmaction - INFO - Epoch [20][2740/3757] lr: 2.000e-02, eta: 2 days, 7:46:23, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.9393 2020-07-25 17:07:53,176 - mmaction - INFO - Epoch [20][2760/3757] lr: 2.000e-02, eta: 2 days, 7:46:12, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.6664 2020-07-25 17:08:05,825 - mmaction - INFO - Epoch [20][2780/3757] lr: 2.000e-02, eta: 2 days, 7:45:56, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.3162, loss: 2.3162, grad_norm: 3.7568 2020-07-25 17:08:18,749 - mmaction - INFO - Epoch [20][2800/3757] lr: 2.000e-02, eta: 2 days, 7:45:41, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7148, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.8489 2020-07-25 17:08:32,407 - mmaction - INFO - Epoch [20][2820/3757] lr: 2.000e-02, eta: 2 days, 7:45:29, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.9088 2020-07-25 17:08:45,040 - mmaction - INFO - Epoch [20][2840/3757] lr: 2.000e-02, eta: 2 days, 7:45:13, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2733, loss: 2.2733, grad_norm: 4.0000 2020-07-25 17:08:58,838 - mmaction - INFO - Epoch [20][2860/3757] lr: 2.000e-02, eta: 2 days, 7:45:01, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.2983, loss: 2.2983, grad_norm: 4.0153 2020-07-25 17:09:11,814 - mmaction - INFO - Epoch [20][2880/3757] lr: 2.000e-02, eta: 2 days, 7:44:47, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.8978 2020-07-25 17:09:24,664 - mmaction - INFO - Epoch [20][2900/3757] lr: 2.000e-02, eta: 2 days, 7:44:31, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2633, loss: 2.2633, grad_norm: 3.9130 2020-07-25 17:09:38,196 - mmaction - INFO - Epoch [20][2920/3757] lr: 2.000e-02, eta: 2 days, 7:44:19, time: 0.682, data_time: 0.009, memory: 7079, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3060, loss: 2.3060, grad_norm: 4.1275 2020-07-25 17:09:51,818 - mmaction - INFO - Epoch [20][2940/3757] lr: 2.000e-02, eta: 2 days, 7:44:07, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.8192 2020-07-25 17:10:04,962 - mmaction - INFO - Epoch [20][2960/3757] lr: 2.000e-02, eta: 2 days, 7:43:53, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2477, loss: 2.2477, grad_norm: 3.9309 2020-07-25 17:10:17,706 - mmaction - INFO - Epoch [20][2980/3757] lr: 2.000e-02, eta: 2 days, 7:43:37, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1056, loss: 2.1056, grad_norm: 3.9448 2020-07-25 17:10:31,091 - mmaction - INFO - Epoch [20][3000/3757] lr: 2.000e-02, eta: 2 days, 7:43:24, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.3901, loss: 2.3901, grad_norm: 3.9359 2020-07-25 17:10:44,483 - mmaction - INFO - Epoch [20][3020/3757] lr: 2.000e-02, eta: 2 days, 7:43:11, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.3770, loss: 2.3770, grad_norm: 3.8495 2020-07-25 17:10:57,319 - mmaction - INFO - Epoch [20][3040/3757] lr: 2.000e-02, eta: 2 days, 7:42:56, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.3021, loss: 2.3021, grad_norm: 3.7948 2020-07-25 17:11:09,936 - mmaction - INFO - Epoch [20][3060/3757] lr: 2.000e-02, eta: 2 days, 7:42:40, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.3305, loss: 2.3305, grad_norm: 3.8834 2020-07-25 17:11:22,829 - mmaction - INFO - Epoch [20][3080/3757] lr: 2.000e-02, eta: 2 days, 7:42:25, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3426, loss: 2.3426, grad_norm: 3.8280 2020-07-25 17:11:36,503 - mmaction - INFO - Epoch [20][3100/3757] lr: 2.000e-02, eta: 2 days, 7:42:13, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.7721 2020-07-25 17:11:49,832 - mmaction - INFO - Epoch [20][3120/3757] lr: 2.000e-02, eta: 2 days, 7:42:00, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7141, loss_cls: 2.3597, loss: 2.3597, grad_norm: 4.0795 2020-07-25 17:12:02,680 - mmaction - INFO - Epoch [20][3140/3757] lr: 2.000e-02, eta: 2 days, 7:41:45, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.8765 2020-07-25 17:12:15,559 - mmaction - INFO - Epoch [20][3160/3757] lr: 2.000e-02, eta: 2 days, 7:41:29, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2605, loss: 2.2605, grad_norm: 4.1137 2020-07-25 17:12:28,318 - mmaction - INFO - Epoch [20][3180/3757] lr: 2.000e-02, eta: 2 days, 7:41:14, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3666, loss: 2.3666, grad_norm: 4.1429 2020-07-25 17:12:42,035 - mmaction - INFO - Epoch [20][3200/3757] lr: 2.000e-02, eta: 2 days, 7:41:02, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7063, loss_cls: 2.3204, loss: 2.3204, grad_norm: 3.9491 2020-07-25 17:12:56,242 - mmaction - INFO - Epoch [20][3220/3757] lr: 2.000e-02, eta: 2 days, 7:40:53, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2703, loss: 2.2703, grad_norm: 4.0289 2020-07-25 17:13:08,812 - mmaction - INFO - Epoch [20][3240/3757] lr: 2.000e-02, eta: 2 days, 7:40:36, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.2446, loss: 2.2446, grad_norm: 4.0697 2020-07-25 17:13:22,052 - mmaction - INFO - Epoch [20][3260/3757] lr: 2.000e-02, eta: 2 days, 7:40:23, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.3240, loss: 2.3240, grad_norm: 3.8827 2020-07-25 17:13:35,216 - mmaction - INFO - Epoch [20][3280/3757] lr: 2.000e-02, eta: 2 days, 7:40:08, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.9199 2020-07-25 17:13:48,535 - mmaction - INFO - Epoch [20][3300/3757] lr: 2.000e-02, eta: 2 days, 7:39:55, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.8654 2020-07-25 17:14:01,391 - mmaction - INFO - Epoch [20][3320/3757] lr: 2.000e-02, eta: 2 days, 7:39:40, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.9656 2020-07-25 17:14:14,063 - mmaction - INFO - Epoch [20][3340/3757] lr: 2.000e-02, eta: 2 days, 7:39:24, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.7516 2020-07-25 17:14:27,982 - mmaction - INFO - Epoch [20][3360/3757] lr: 2.000e-02, eta: 2 days, 7:39:13, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.3135, loss: 2.3135, grad_norm: 3.9419 2020-07-25 17:14:41,214 - mmaction - INFO - Epoch [20][3380/3757] lr: 2.000e-02, eta: 2 days, 7:39:00, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.9422 2020-07-25 17:14:53,869 - mmaction - INFO - Epoch [20][3400/3757] lr: 2.000e-02, eta: 2 days, 7:38:44, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2367, loss: 2.2367, grad_norm: 3.9180 2020-07-25 17:15:06,502 - mmaction - INFO - Epoch [20][3420/3757] lr: 2.000e-02, eta: 2 days, 7:38:28, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.9667 2020-07-25 17:15:19,788 - mmaction - INFO - Epoch [20][3440/3757] lr: 2.000e-02, eta: 2 days, 7:38:14, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2497, loss: 2.2497, grad_norm: 3.8425 2020-07-25 17:15:32,528 - mmaction - INFO - Epoch [20][3460/3757] lr: 2.000e-02, eta: 2 days, 7:37:59, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.8491 2020-07-25 17:15:45,837 - mmaction - INFO - Epoch [20][3480/3757] lr: 2.000e-02, eta: 2 days, 7:37:45, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7289, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.7539 2020-07-25 17:15:58,573 - mmaction - INFO - Epoch [20][3500/3757] lr: 2.000e-02, eta: 2 days, 7:37:30, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.8673 2020-07-25 17:16:11,903 - mmaction - INFO - Epoch [20][3520/3757] lr: 2.000e-02, eta: 2 days, 7:37:16, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2059, loss: 2.2059, grad_norm: 4.0281 2020-07-25 17:16:24,688 - mmaction - INFO - Epoch [20][3540/3757] lr: 2.000e-02, eta: 2 days, 7:37:01, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3928, loss: 2.3928, grad_norm: 3.9637 2020-07-25 17:16:37,505 - mmaction - INFO - Epoch [20][3560/3757] lr: 2.000e-02, eta: 2 days, 7:36:46, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2733, loss: 2.2733, grad_norm: 3.8475 2020-07-25 17:16:50,189 - mmaction - INFO - Epoch [20][3580/3757] lr: 2.000e-02, eta: 2 days, 7:36:30, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7281, loss_cls: 2.2960, loss: 2.2960, grad_norm: 4.0009 2020-07-25 17:17:03,168 - mmaction - INFO - Epoch [20][3600/3757] lr: 2.000e-02, eta: 2 days, 7:36:15, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7266, loss_cls: 2.3346, loss: 2.3346, grad_norm: 4.0240 2020-07-25 17:17:16,655 - mmaction - INFO - Epoch [20][3620/3757] lr: 2.000e-02, eta: 2 days, 7:36:03, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7188, loss_cls: 2.3448, loss: 2.3448, grad_norm: 3.9956 2020-07-25 17:17:29,240 - mmaction - INFO - Epoch [20][3640/3757] lr: 2.000e-02, eta: 2 days, 7:35:46, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7414, loss_cls: 2.2785, loss: 2.2785, grad_norm: 4.1322 2020-07-25 17:17:42,382 - mmaction - INFO - Epoch [20][3660/3757] lr: 2.000e-02, eta: 2 days, 7:35:32, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7148, loss_cls: 2.3017, loss: 2.3017, grad_norm: 3.9394 2020-07-25 17:17:55,283 - mmaction - INFO - Epoch [20][3680/3757] lr: 2.000e-02, eta: 2 days, 7:35:17, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2837, loss: 2.2837, grad_norm: 3.9123 2020-07-25 17:18:08,152 - mmaction - INFO - Epoch [20][3700/3757] lr: 2.000e-02, eta: 2 days, 7:35:02, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.7145 2020-07-25 17:18:21,243 - mmaction - INFO - Epoch [20][3720/3757] lr: 2.000e-02, eta: 2 days, 7:34:48, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7273, loss_cls: 2.3316, loss: 2.3316, grad_norm: 4.0062 2020-07-25 17:18:33,996 - mmaction - INFO - Epoch [20][3740/3757] lr: 2.000e-02, eta: 2 days, 7:34:33, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.9206 2020-07-25 17:18:45,474 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-25 17:19:11,844 - mmaction - INFO - Epoch [21][20/3757] lr: 2.000e-02, eta: 2 days, 7:34:09, time: 1.248, data_time: 0.637, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.9393 2020-07-25 17:19:23,899 - mmaction - INFO - Epoch [21][40/3757] lr: 2.000e-02, eta: 2 days, 7:33:51, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.9439 2020-07-25 17:19:37,280 - mmaction - INFO - Epoch [21][60/3757] lr: 2.000e-02, eta: 2 days, 7:33:38, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7289, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.9000 2020-07-25 17:19:49,723 - mmaction - INFO - Epoch [21][80/3757] lr: 2.000e-02, eta: 2 days, 7:33:21, time: 0.624, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.1776, loss: 2.1776, grad_norm: 4.0068 2020-07-25 17:20:02,535 - mmaction - INFO - Epoch [21][100/3757] lr: 2.000e-02, eta: 2 days, 7:33:06, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3612, loss: 2.3612, grad_norm: 3.9240 2020-07-25 17:20:16,188 - mmaction - INFO - Epoch [21][120/3757] lr: 2.000e-02, eta: 2 days, 7:32:54, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.8323 2020-07-25 17:20:28,824 - mmaction - INFO - Epoch [21][140/3757] lr: 2.000e-02, eta: 2 days, 7:32:37, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.9986 2020-07-25 17:20:42,059 - mmaction - INFO - Epoch [21][160/3757] lr: 2.000e-02, eta: 2 days, 7:32:24, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7500, loss_cls: 2.2263, loss: 2.2263, grad_norm: 4.1163 2020-07-25 17:20:55,343 - mmaction - INFO - Epoch [21][180/3757] lr: 2.000e-02, eta: 2 days, 7:32:11, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1777, loss: 2.1777, grad_norm: 4.0178 2020-07-25 17:21:08,027 - mmaction - INFO - Epoch [21][200/3757] lr: 2.000e-02, eta: 2 days, 7:31:55, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.9635 2020-07-25 17:21:21,042 - mmaction - INFO - Epoch [21][220/3757] lr: 2.000e-02, eta: 2 days, 7:31:40, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.1574, loss: 2.1574, grad_norm: 4.0532 2020-07-25 17:21:34,095 - mmaction - INFO - Epoch [21][240/3757] lr: 2.000e-02, eta: 2 days, 7:31:26, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.8391 2020-07-25 17:21:46,929 - mmaction - INFO - Epoch [21][260/3757] lr: 2.000e-02, eta: 2 days, 7:31:11, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2232, loss: 2.2232, grad_norm: 3.9600 2020-07-25 17:21:59,726 - mmaction - INFO - Epoch [21][280/3757] lr: 2.000e-02, eta: 2 days, 7:30:56, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.8766 2020-07-25 17:22:12,361 - mmaction - INFO - Epoch [21][300/3757] lr: 2.000e-02, eta: 2 days, 7:30:39, time: 0.628, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2228, loss: 2.2228, grad_norm: 4.0442 2020-07-25 17:22:26,592 - mmaction - INFO - Epoch [21][320/3757] lr: 2.000e-02, eta: 2 days, 7:30:30, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.1134, loss: 2.1134, grad_norm: 4.0230 2020-07-25 17:22:39,037 - mmaction - INFO - Epoch [21][340/3757] lr: 2.000e-02, eta: 2 days, 7:30:13, time: 0.623, data_time: 0.004, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2593, loss: 2.2593, grad_norm: 4.0271 2020-07-25 17:22:51,984 - mmaction - INFO - Epoch [21][360/3757] lr: 2.000e-02, eta: 2 days, 7:29:58, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0865, loss: 2.0865, grad_norm: 3.9546 2020-07-25 17:23:04,999 - mmaction - INFO - Epoch [21][380/3757] lr: 2.000e-02, eta: 2 days, 7:29:44, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.9747 2020-07-25 17:23:17,870 - mmaction - INFO - Epoch [21][400/3757] lr: 2.000e-02, eta: 2 days, 7:29:29, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.9722 2020-07-25 17:23:31,217 - mmaction - INFO - Epoch [21][420/3757] lr: 2.000e-02, eta: 2 days, 7:29:16, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.9432 2020-07-25 17:23:43,923 - mmaction - INFO - Epoch [21][440/3757] lr: 2.000e-02, eta: 2 days, 7:29:00, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.9169 2020-07-25 17:23:57,498 - mmaction - INFO - Epoch [21][460/3757] lr: 2.000e-02, eta: 2 days, 7:28:48, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2452, loss: 2.2452, grad_norm: 3.8913 2020-07-25 17:24:10,685 - mmaction - INFO - Epoch [21][480/3757] lr: 2.000e-02, eta: 2 days, 7:28:34, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2893, loss: 2.2893, grad_norm: 4.0634 2020-07-25 17:24:24,848 - mmaction - INFO - Epoch [21][500/3757] lr: 2.000e-02, eta: 2 days, 7:28:24, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.2016, loss: 2.2016, grad_norm: 3.7435 2020-07-25 17:24:38,606 - mmaction - INFO - Epoch [21][520/3757] lr: 2.000e-02, eta: 2 days, 7:28:12, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.9752 2020-07-25 17:24:52,234 - mmaction - INFO - Epoch [21][540/3757] lr: 2.000e-02, eta: 2 days, 7:28:00, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.8895 2020-07-25 17:25:05,768 - mmaction - INFO - Epoch [21][560/3757] lr: 2.000e-02, eta: 2 days, 7:27:48, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.8520 2020-07-25 17:25:19,258 - mmaction - INFO - Epoch [21][580/3757] lr: 2.000e-02, eta: 2 days, 7:27:35, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.9946 2020-07-25 17:25:32,782 - mmaction - INFO - Epoch [21][600/3757] lr: 2.000e-02, eta: 2 days, 7:27:23, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.8132 2020-07-25 17:25:46,317 - mmaction - INFO - Epoch [21][620/3757] lr: 2.000e-02, eta: 2 days, 7:27:10, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.9110 2020-07-25 17:25:59,423 - mmaction - INFO - Epoch [21][640/3757] lr: 2.000e-02, eta: 2 days, 7:26:56, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7039, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.9020 2020-07-25 17:26:13,356 - mmaction - INFO - Epoch [21][660/3757] lr: 2.000e-02, eta: 2 days, 7:26:45, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2903, loss: 2.2903, grad_norm: 3.9551 2020-07-25 17:26:25,832 - mmaction - INFO - Epoch [21][680/3757] lr: 2.000e-02, eta: 2 days, 7:26:29, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.9656 2020-07-25 17:26:39,195 - mmaction - INFO - Epoch [21][700/3757] lr: 2.000e-02, eta: 2 days, 7:26:16, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9368 2020-07-25 17:26:51,869 - mmaction - INFO - Epoch [21][720/3757] lr: 2.000e-02, eta: 2 days, 7:26:00, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.3120, loss: 2.3120, grad_norm: 4.0913 2020-07-25 17:27:04,688 - mmaction - INFO - Epoch [21][740/3757] lr: 2.000e-02, eta: 2 days, 7:25:44, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.8044 2020-07-25 17:27:17,518 - mmaction - INFO - Epoch [21][760/3757] lr: 2.000e-02, eta: 2 days, 7:25:29, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.7735 2020-07-25 17:27:30,239 - mmaction - INFO - Epoch [21][780/3757] lr: 2.000e-02, eta: 2 days, 7:25:14, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7398, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.8769 2020-07-25 17:27:45,110 - mmaction - INFO - Epoch [21][800/3757] lr: 2.000e-02, eta: 2 days, 7:25:07, time: 0.743, data_time: 0.004, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7203, loss_cls: 2.3207, loss: 2.3207, grad_norm: 3.9639 2020-07-25 17:27:58,111 - mmaction - INFO - Epoch [21][820/3757] lr: 2.000e-02, eta: 2 days, 7:24:52, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2931, loss: 2.2931, grad_norm: 4.0371 2020-07-25 17:28:11,603 - mmaction - INFO - Epoch [21][840/3757] lr: 2.000e-02, eta: 2 days, 7:24:40, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1591, loss: 2.1591, grad_norm: 4.0169 2020-07-25 17:28:24,258 - mmaction - INFO - Epoch [21][860/3757] lr: 2.000e-02, eta: 2 days, 7:24:23, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.9312 2020-07-25 17:28:37,225 - mmaction - INFO - Epoch [21][880/3757] lr: 2.000e-02, eta: 2 days, 7:24:09, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7234, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.9034 2020-07-25 17:28:50,049 - mmaction - INFO - Epoch [21][900/3757] lr: 2.000e-02, eta: 2 days, 7:23:54, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2896, loss: 2.2896, grad_norm: 3.9268 2020-07-25 17:29:02,754 - mmaction - INFO - Epoch [21][920/3757] lr: 2.000e-02, eta: 2 days, 7:23:38, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3019, loss: 2.3019, grad_norm: 3.9485 2020-07-25 17:29:15,650 - mmaction - INFO - Epoch [21][940/3757] lr: 2.000e-02, eta: 2 days, 7:23:23, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2586, loss: 2.2586, grad_norm: 4.0963 2020-07-25 17:29:29,128 - mmaction - INFO - Epoch [21][960/3757] lr: 2.000e-02, eta: 2 days, 7:23:10, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7461, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.9159 2020-07-25 17:29:42,585 - mmaction - INFO - Epoch [21][980/3757] lr: 2.000e-02, eta: 2 days, 7:22:57, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.0360 2020-07-25 17:29:56,499 - mmaction - INFO - Epoch [21][1000/3757] lr: 2.000e-02, eta: 2 days, 7:22:47, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.8807 2020-07-25 17:30:09,535 - mmaction - INFO - Epoch [21][1020/3757] lr: 2.000e-02, eta: 2 days, 7:22:32, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7352, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.7929 2020-07-25 17:30:22,635 - mmaction - INFO - Epoch [21][1040/3757] lr: 2.000e-02, eta: 2 days, 7:22:18, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2954, loss: 2.2954, grad_norm: 3.9606 2020-07-25 17:30:35,443 - mmaction - INFO - Epoch [21][1060/3757] lr: 2.000e-02, eta: 2 days, 7:22:03, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2361, loss: 2.2361, grad_norm: 3.7796 2020-07-25 17:30:48,092 - mmaction - INFO - Epoch [21][1080/3757] lr: 2.000e-02, eta: 2 days, 7:21:47, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7352, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.9165 2020-07-25 17:31:01,764 - mmaction - INFO - Epoch [21][1100/3757] lr: 2.000e-02, eta: 2 days, 7:21:35, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.7604 2020-07-25 17:31:14,547 - mmaction - INFO - Epoch [21][1120/3757] lr: 2.000e-02, eta: 2 days, 7:21:20, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.2121, loss: 2.2121, grad_norm: 4.0834 2020-07-25 17:31:28,372 - mmaction - INFO - Epoch [21][1140/3757] lr: 2.000e-02, eta: 2 days, 7:21:08, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.2248, loss: 2.2248, grad_norm: 3.9308 2020-07-25 17:31:41,581 - mmaction - INFO - Epoch [21][1160/3757] lr: 2.000e-02, eta: 2 days, 7:20:55, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2501, loss: 2.2501, grad_norm: 3.9683 2020-07-25 17:31:54,169 - mmaction - INFO - Epoch [21][1180/3757] lr: 2.000e-02, eta: 2 days, 7:20:39, time: 0.630, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.7868 2020-07-25 17:32:07,518 - mmaction - INFO - Epoch [21][1200/3757] lr: 2.000e-02, eta: 2 days, 7:20:25, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7094, loss_cls: 2.3294, loss: 2.3294, grad_norm: 3.8527 2020-07-25 17:32:20,736 - mmaction - INFO - Epoch [21][1220/3757] lr: 2.000e-02, eta: 2 days, 7:20:12, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7078, loss_cls: 2.2696, loss: 2.2696, grad_norm: 4.0148 2020-07-25 17:32:33,578 - mmaction - INFO - Epoch [21][1240/3757] lr: 2.000e-02, eta: 2 days, 7:19:56, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.7203, loss_cls: 2.2991, loss: 2.2991, grad_norm: 4.0046 2020-07-25 17:32:46,550 - mmaction - INFO - Epoch [21][1260/3757] lr: 2.000e-02, eta: 2 days, 7:19:42, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.9148 2020-07-25 17:33:00,198 - mmaction - INFO - Epoch [21][1280/3757] lr: 2.000e-02, eta: 2 days, 7:19:30, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.3403, loss: 2.3403, grad_norm: 4.1531 2020-07-25 17:33:13,207 - mmaction - INFO - Epoch [21][1300/3757] lr: 2.000e-02, eta: 2 days, 7:19:15, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3639, loss: 2.3639, grad_norm: 4.0120 2020-07-25 17:33:25,923 - mmaction - INFO - Epoch [21][1320/3757] lr: 2.000e-02, eta: 2 days, 7:19:00, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7055, loss_cls: 2.3206, loss: 2.3206, grad_norm: 3.9018 2020-07-25 17:33:38,679 - mmaction - INFO - Epoch [21][1340/3757] lr: 2.000e-02, eta: 2 days, 7:18:44, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.9367 2020-07-25 17:33:52,504 - mmaction - INFO - Epoch [21][1360/3757] lr: 2.000e-02, eta: 2 days, 7:18:33, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.9885 2020-07-25 17:34:05,452 - mmaction - INFO - Epoch [21][1380/3757] lr: 2.000e-02, eta: 2 days, 7:18:18, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2263, loss: 2.2263, grad_norm: 4.0076 2020-07-25 17:34:19,118 - mmaction - INFO - Epoch [21][1400/3757] lr: 2.000e-02, eta: 2 days, 7:18:06, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2632, loss: 2.2632, grad_norm: 3.9639 2020-07-25 17:34:32,485 - mmaction - INFO - Epoch [21][1420/3757] lr: 2.000e-02, eta: 2 days, 7:17:53, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.9571 2020-07-25 17:34:46,007 - mmaction - INFO - Epoch [21][1440/3757] lr: 2.000e-02, eta: 2 days, 7:17:41, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.9167 2020-07-25 17:34:59,261 - mmaction - INFO - Epoch [21][1460/3757] lr: 2.000e-02, eta: 2 days, 7:17:27, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2834, loss: 2.2834, grad_norm: 4.0389 2020-07-25 17:35:12,137 - mmaction - INFO - Epoch [21][1480/3757] lr: 2.000e-02, eta: 2 days, 7:17:12, time: 0.651, data_time: 0.009, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2488, loss: 2.2488, grad_norm: 4.0060 2020-07-25 17:35:25,282 - mmaction - INFO - Epoch [21][1500/3757] lr: 2.000e-02, eta: 2 days, 7:16:58, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.8626 2020-07-25 17:35:38,790 - mmaction - INFO - Epoch [21][1520/3757] lr: 2.000e-02, eta: 2 days, 7:16:46, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.3548, loss: 2.3548, grad_norm: 4.0035 2020-07-25 17:35:51,883 - mmaction - INFO - Epoch [21][1540/3757] lr: 2.000e-02, eta: 2 days, 7:16:32, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7305, loss_cls: 2.3268, loss: 2.3268, grad_norm: 4.0824 2020-07-25 17:36:05,486 - mmaction - INFO - Epoch [21][1560/3757] lr: 2.000e-02, eta: 2 days, 7:16:20, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2662, loss: 2.2662, grad_norm: 4.0343 2020-07-25 17:36:18,125 - mmaction - INFO - Epoch [21][1580/3757] lr: 2.000e-02, eta: 2 days, 7:16:03, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.9814 2020-07-25 17:36:31,709 - mmaction - INFO - Epoch [21][1600/3757] lr: 2.000e-02, eta: 2 days, 7:15:51, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2748, loss: 2.2748, grad_norm: 3.8501 2020-07-25 17:36:45,632 - mmaction - INFO - Epoch [21][1620/3757] lr: 2.000e-02, eta: 2 days, 7:15:40, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7172, loss_cls: 2.2624, loss: 2.2624, grad_norm: 4.0465 2020-07-25 17:36:58,686 - mmaction - INFO - Epoch [21][1640/3757] lr: 2.000e-02, eta: 2 days, 7:15:26, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7508, loss_cls: 2.2169, loss: 2.2169, grad_norm: 4.1266 2020-07-25 17:37:12,327 - mmaction - INFO - Epoch [21][1660/3757] lr: 2.000e-02, eta: 2 days, 7:15:14, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7289, loss_cls: 2.2919, loss: 2.2919, grad_norm: 4.1821 2020-07-25 17:37:25,986 - mmaction - INFO - Epoch [21][1680/3757] lr: 2.000e-02, eta: 2 days, 7:15:02, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.0618 2020-07-25 17:37:38,519 - mmaction - INFO - Epoch [21][1700/3757] lr: 2.000e-02, eta: 2 days, 7:14:46, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7180, loss_cls: 2.2951, loss: 2.2951, grad_norm: 4.0333 2020-07-25 17:37:51,135 - mmaction - INFO - Epoch [21][1720/3757] lr: 2.000e-02, eta: 2 days, 7:14:30, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2925, loss: 2.2925, grad_norm: 3.9581 2020-07-25 17:38:04,862 - mmaction - INFO - Epoch [21][1740/3757] lr: 2.000e-02, eta: 2 days, 7:14:18, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7555, loss_cls: 2.2071, loss: 2.2071, grad_norm: 4.1913 2020-07-25 17:38:18,222 - mmaction - INFO - Epoch [21][1760/3757] lr: 2.000e-02, eta: 2 days, 7:14:05, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7336, loss_cls: 2.2258, loss: 2.2258, grad_norm: 4.1126 2020-07-25 17:38:31,456 - mmaction - INFO - Epoch [21][1780/3757] lr: 2.000e-02, eta: 2 days, 7:13:51, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.2988, loss: 2.2988, grad_norm: 4.0061 2020-07-25 17:38:45,764 - mmaction - INFO - Epoch [21][1800/3757] lr: 2.000e-02, eta: 2 days, 7:13:42, time: 0.718, data_time: 0.009, memory: 7079, top1_acc: 0.4531, top5_acc: 0.7273, loss_cls: 2.3016, loss: 2.3016, grad_norm: 4.0175 2020-07-25 17:38:59,407 - mmaction - INFO - Epoch [21][1820/3757] lr: 2.000e-02, eta: 2 days, 7:13:30, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2516, loss: 2.2516, grad_norm: 4.0098 2020-07-25 17:39:12,562 - mmaction - INFO - Epoch [21][1840/3757] lr: 2.000e-02, eta: 2 days, 7:13:16, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.2080, loss: 2.2080, grad_norm: 4.0457 2020-07-25 17:39:25,140 - mmaction - INFO - Epoch [21][1860/3757] lr: 2.000e-02, eta: 2 days, 7:13:00, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7367, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.9597 2020-07-25 17:39:38,704 - mmaction - INFO - Epoch [21][1880/3757] lr: 2.000e-02, eta: 2 days, 7:12:48, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7328, loss_cls: 2.2563, loss: 2.2563, grad_norm: 4.0102 2020-07-25 17:39:51,526 - mmaction - INFO - Epoch [21][1900/3757] lr: 2.000e-02, eta: 2 days, 7:12:32, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3180, loss: 2.3180, grad_norm: 4.0262 2020-07-25 17:40:04,134 - mmaction - INFO - Epoch [21][1920/3757] lr: 2.000e-02, eta: 2 days, 7:12:16, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.3129, loss: 2.3129, grad_norm: 4.0634 2020-07-25 17:40:17,478 - mmaction - INFO - Epoch [21][1940/3757] lr: 2.000e-02, eta: 2 days, 7:12:03, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.9463 2020-07-25 17:40:30,911 - mmaction - INFO - Epoch [21][1960/3757] lr: 2.000e-02, eta: 2 days, 7:11:50, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3893, loss: 2.3893, grad_norm: 4.0608 2020-07-25 17:40:44,951 - mmaction - INFO - Epoch [21][1980/3757] lr: 2.000e-02, eta: 2 days, 7:11:40, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2533, loss: 2.2533, grad_norm: 4.0121 2020-07-25 17:40:58,548 - mmaction - INFO - Epoch [21][2000/3757] lr: 2.000e-02, eta: 2 days, 7:11:27, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7016, loss_cls: 2.4529, loss: 2.4529, grad_norm: 4.1384 2020-07-25 17:41:12,012 - mmaction - INFO - Epoch [21][2020/3757] lr: 2.000e-02, eta: 2 days, 7:11:15, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7508, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.8863 2020-07-25 17:41:24,477 - mmaction - INFO - Epoch [21][2040/3757] lr: 2.000e-02, eta: 2 days, 7:10:58, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.9169 2020-07-25 17:41:37,348 - mmaction - INFO - Epoch [21][2060/3757] lr: 2.000e-02, eta: 2 days, 7:10:43, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.8536 2020-07-25 17:41:50,099 - mmaction - INFO - Epoch [21][2080/3757] lr: 2.000e-02, eta: 2 days, 7:10:28, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.3114, loss: 2.3114, grad_norm: 4.1027 2020-07-25 17:42:03,866 - mmaction - INFO - Epoch [21][2100/3757] lr: 2.000e-02, eta: 2 days, 7:10:16, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1891, loss: 2.1891, grad_norm: 4.0323 2020-07-25 17:42:16,665 - mmaction - INFO - Epoch [21][2120/3757] lr: 2.000e-02, eta: 2 days, 7:10:01, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7367, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.9965 2020-07-25 17:42:29,256 - mmaction - INFO - Epoch [21][2140/3757] lr: 2.000e-02, eta: 2 days, 7:09:45, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7414, loss_cls: 2.2378, loss: 2.2378, grad_norm: 4.0020 2020-07-25 17:42:42,949 - mmaction - INFO - Epoch [21][2160/3757] lr: 2.000e-02, eta: 2 days, 7:09:33, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2353, loss: 2.2353, grad_norm: 3.9874 2020-07-25 17:42:55,953 - mmaction - INFO - Epoch [21][2180/3757] lr: 2.000e-02, eta: 2 days, 7:09:18, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2744, loss: 2.2744, grad_norm: 3.8383 2020-07-25 17:43:08,671 - mmaction - INFO - Epoch [21][2200/3757] lr: 2.000e-02, eta: 2 days, 7:09:03, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.9200 2020-07-25 17:43:22,161 - mmaction - INFO - Epoch [21][2220/3757] lr: 2.000e-02, eta: 2 days, 7:08:50, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.9181 2020-07-25 17:43:34,839 - mmaction - INFO - Epoch [21][2240/3757] lr: 2.000e-02, eta: 2 days, 7:08:35, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1308, loss: 2.1308, grad_norm: 4.0475 2020-07-25 17:43:48,183 - mmaction - INFO - Epoch [21][2260/3757] lr: 2.000e-02, eta: 2 days, 7:08:21, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.3166, loss: 2.3166, grad_norm: 4.0068 2020-07-25 17:44:01,434 - mmaction - INFO - Epoch [21][2280/3757] lr: 2.000e-02, eta: 2 days, 7:08:08, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.9011 2020-07-25 17:44:14,268 - mmaction - INFO - Epoch [21][2300/3757] lr: 2.000e-02, eta: 2 days, 7:07:53, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.9564 2020-07-25 17:44:27,016 - mmaction - INFO - Epoch [21][2320/3757] lr: 2.000e-02, eta: 2 days, 7:07:37, time: 0.641, data_time: 0.009, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7508, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.9729 2020-07-25 17:44:40,294 - mmaction - INFO - Epoch [21][2340/3757] lr: 2.000e-02, eta: 2 days, 7:07:24, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.9718 2020-07-25 17:44:53,092 - mmaction - INFO - Epoch [21][2360/3757] lr: 2.000e-02, eta: 2 days, 7:07:09, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.8902 2020-07-25 17:45:06,790 - mmaction - INFO - Epoch [21][2380/3757] lr: 2.000e-02, eta: 2 days, 7:06:57, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.9315 2020-07-25 17:45:19,505 - mmaction - INFO - Epoch [21][2400/3757] lr: 2.000e-02, eta: 2 days, 7:06:41, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2208, loss: 2.2208, grad_norm: 4.1305 2020-07-25 17:45:32,200 - mmaction - INFO - Epoch [21][2420/3757] lr: 2.000e-02, eta: 2 days, 7:06:25, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3639, loss: 2.3639, grad_norm: 4.3116 2020-07-25 17:45:45,483 - mmaction - INFO - Epoch [21][2440/3757] lr: 2.000e-02, eta: 2 days, 7:06:12, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.8437 2020-07-25 17:45:58,052 - mmaction - INFO - Epoch [21][2460/3757] lr: 2.000e-02, eta: 2 days, 7:05:56, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.9231 2020-07-25 17:46:10,812 - mmaction - INFO - Epoch [21][2480/3757] lr: 2.000e-02, eta: 2 days, 7:05:40, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.9045 2020-07-25 17:46:23,359 - mmaction - INFO - Epoch [21][2500/3757] lr: 2.000e-02, eta: 2 days, 7:05:24, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3553, loss: 2.3553, grad_norm: 3.8633 2020-07-25 17:46:36,901 - mmaction - INFO - Epoch [21][2520/3757] lr: 2.000e-02, eta: 2 days, 7:05:12, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.9655 2020-07-25 17:46:50,014 - mmaction - INFO - Epoch [21][2540/3757] lr: 2.000e-02, eta: 2 days, 7:04:58, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.7539 2020-07-25 17:47:02,542 - mmaction - INFO - Epoch [21][2560/3757] lr: 2.000e-02, eta: 2 days, 7:04:41, time: 0.624, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2855, loss: 2.2855, grad_norm: 4.0133 2020-07-25 17:47:15,930 - mmaction - INFO - Epoch [21][2580/3757] lr: 2.000e-02, eta: 2 days, 7:04:29, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7172, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.8150 2020-07-25 17:47:29,126 - mmaction - INFO - Epoch [21][2600/3757] lr: 2.000e-02, eta: 2 days, 7:04:15, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.9429 2020-07-25 17:47:41,657 - mmaction - INFO - Epoch [21][2620/3757] lr: 2.000e-02, eta: 2 days, 7:03:59, time: 0.626, data_time: 0.002, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.9781 2020-07-25 17:47:54,548 - mmaction - INFO - Epoch [21][2640/3757] lr: 2.000e-02, eta: 2 days, 7:03:44, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3392, loss: 2.3392, grad_norm: 4.0619 2020-07-25 17:48:07,306 - mmaction - INFO - Epoch [21][2660/3757] lr: 2.000e-02, eta: 2 days, 7:03:28, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.7834 2020-07-25 17:48:19,755 - mmaction - INFO - Epoch [21][2680/3757] lr: 2.000e-02, eta: 2 days, 7:03:12, time: 0.628, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.3349, loss: 2.3349, grad_norm: 4.0040 2020-07-25 17:48:33,512 - mmaction - INFO - Epoch [21][2700/3757] lr: 2.000e-02, eta: 2 days, 7:03:00, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3305, loss: 2.3305, grad_norm: 3.9374 2020-07-25 17:48:46,892 - mmaction - INFO - Epoch [21][2720/3757] lr: 2.000e-02, eta: 2 days, 7:02:47, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.8372 2020-07-25 17:48:59,978 - mmaction - INFO - Epoch [21][2740/3757] lr: 2.000e-02, eta: 2 days, 7:02:33, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.1594 2020-07-25 17:49:13,585 - mmaction - INFO - Epoch [21][2760/3757] lr: 2.000e-02, eta: 2 days, 7:02:21, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7438, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.9994 2020-07-25 17:49:27,035 - mmaction - INFO - Epoch [21][2780/3757] lr: 2.000e-02, eta: 2 days, 7:02:08, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.2784, loss: 2.2784, grad_norm: 3.8571 2020-07-25 17:49:40,243 - mmaction - INFO - Epoch [21][2800/3757] lr: 2.000e-02, eta: 2 days, 7:01:54, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2319, loss: 2.2319, grad_norm: 4.0566 2020-07-25 17:49:53,669 - mmaction - INFO - Epoch [21][2820/3757] lr: 2.000e-02, eta: 2 days, 7:01:41, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7250, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.8128 2020-07-25 17:50:06,738 - mmaction - INFO - Epoch [21][2840/3757] lr: 2.000e-02, eta: 2 days, 7:01:27, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.9202 2020-07-25 17:50:19,488 - mmaction - INFO - Epoch [21][2860/3757] lr: 2.000e-02, eta: 2 days, 7:01:12, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.3278, loss: 2.3278, grad_norm: 3.9941 2020-07-25 17:50:32,207 - mmaction - INFO - Epoch [21][2880/3757] lr: 2.000e-02, eta: 2 days, 7:00:56, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3661, loss: 2.3661, grad_norm: 4.1175 2020-07-25 17:50:45,059 - mmaction - INFO - Epoch [21][2900/3757] lr: 2.000e-02, eta: 2 days, 7:00:41, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.9082 2020-07-25 17:50:57,799 - mmaction - INFO - Epoch [21][2920/3757] lr: 2.000e-02, eta: 2 days, 7:00:26, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7203, loss_cls: 2.3055, loss: 2.3055, grad_norm: 3.9856 2020-07-25 17:51:10,758 - mmaction - INFO - Epoch [21][2940/3757] lr: 2.000e-02, eta: 2 days, 7:00:11, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.8579 2020-07-25 17:51:24,708 - mmaction - INFO - Epoch [21][2960/3757] lr: 2.000e-02, eta: 2 days, 7:00:00, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.7868 2020-07-25 17:51:37,241 - mmaction - INFO - Epoch [21][2980/3757] lr: 2.000e-02, eta: 2 days, 6:59:44, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.2106, loss: 2.2106, grad_norm: 4.1437 2020-07-25 17:51:50,000 - mmaction - INFO - Epoch [21][3000/3757] lr: 2.000e-02, eta: 2 days, 6:59:29, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2525, loss: 2.2525, grad_norm: 4.1301 2020-07-25 17:52:02,887 - mmaction - INFO - Epoch [21][3020/3757] lr: 2.000e-02, eta: 2 days, 6:59:14, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2862, loss: 2.2862, grad_norm: 4.1033 2020-07-25 17:52:15,729 - mmaction - INFO - Epoch [21][3040/3757] lr: 2.000e-02, eta: 2 days, 6:58:59, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.7089 2020-07-25 17:52:28,620 - mmaction - INFO - Epoch [21][3060/3757] lr: 2.000e-02, eta: 2 days, 6:58:44, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7414, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.9674 2020-07-25 17:52:41,355 - mmaction - INFO - Epoch [21][3080/3757] lr: 2.000e-02, eta: 2 days, 6:58:28, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3332, loss: 2.3332, grad_norm: 3.8373 2020-07-25 17:52:54,333 - mmaction - INFO - Epoch [21][3100/3757] lr: 2.000e-02, eta: 2 days, 6:58:14, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2291, loss: 2.2291, grad_norm: 4.0788 2020-07-25 17:53:07,087 - mmaction - INFO - Epoch [21][3120/3757] lr: 2.000e-02, eta: 2 days, 6:57:58, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3142, loss: 2.3142, grad_norm: 3.9277 2020-07-25 17:53:20,018 - mmaction - INFO - Epoch [21][3140/3757] lr: 2.000e-02, eta: 2 days, 6:57:43, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.4525, loss: 2.4525, grad_norm: 3.9087 2020-07-25 17:53:34,605 - mmaction - INFO - Epoch [21][3160/3757] lr: 2.000e-02, eta: 2 days, 6:57:35, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.8427 2020-07-25 17:53:47,120 - mmaction - INFO - Epoch [21][3180/3757] lr: 2.000e-02, eta: 2 days, 6:57:19, time: 0.622, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.2734, loss: 2.2734, grad_norm: 4.0183 2020-07-25 17:53:59,857 - mmaction - INFO - Epoch [21][3200/3757] lr: 2.000e-02, eta: 2 days, 6:57:03, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.3558, loss: 2.3558, grad_norm: 3.7887 2020-07-25 17:54:13,150 - mmaction - INFO - Epoch [21][3220/3757] lr: 2.000e-02, eta: 2 days, 6:56:50, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.9105 2020-07-25 17:54:26,157 - mmaction - INFO - Epoch [21][3240/3757] lr: 2.000e-02, eta: 2 days, 6:56:36, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.3100, loss: 2.3100, grad_norm: 3.9541 2020-07-25 17:54:38,787 - mmaction - INFO - Epoch [21][3260/3757] lr: 2.000e-02, eta: 2 days, 6:56:20, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.8682 2020-07-25 17:54:51,593 - mmaction - INFO - Epoch [21][3280/3757] lr: 2.000e-02, eta: 2 days, 6:56:05, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7273, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.9452 2020-07-25 17:55:04,728 - mmaction - INFO - Epoch [21][3300/3757] lr: 2.000e-02, eta: 2 days, 6:55:51, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2450, loss: 2.2450, grad_norm: 4.0479 2020-07-25 17:55:18,762 - mmaction - INFO - Epoch [21][3320/3757] lr: 2.000e-02, eta: 2 days, 6:55:40, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.9944 2020-07-25 17:55:31,347 - mmaction - INFO - Epoch [21][3340/3757] lr: 2.000e-02, eta: 2 days, 6:55:24, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3342, loss: 2.3342, grad_norm: 4.0123 2020-07-25 17:55:43,906 - mmaction - INFO - Epoch [21][3360/3757] lr: 2.000e-02, eta: 2 days, 6:55:08, time: 0.630, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.9816 2020-07-25 17:55:57,148 - mmaction - INFO - Epoch [21][3380/3757] lr: 2.000e-02, eta: 2 days, 6:54:54, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2839, loss: 2.2839, grad_norm: 4.1384 2020-07-25 17:56:09,728 - mmaction - INFO - Epoch [21][3400/3757] lr: 2.000e-02, eta: 2 days, 6:54:38, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2650, loss: 2.2650, grad_norm: 3.9768 2020-07-25 17:56:22,580 - mmaction - INFO - Epoch [21][3420/3757] lr: 2.000e-02, eta: 2 days, 6:54:23, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.2326, loss: 2.2326, grad_norm: 4.0396 2020-07-25 17:56:36,053 - mmaction - INFO - Epoch [21][3440/3757] lr: 2.000e-02, eta: 2 days, 6:54:11, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.9428 2020-07-25 17:56:48,991 - mmaction - INFO - Epoch [21][3460/3757] lr: 2.000e-02, eta: 2 days, 6:53:56, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2534, loss: 2.2534, grad_norm: 4.0237 2020-07-25 17:57:01,536 - mmaction - INFO - Epoch [21][3480/3757] lr: 2.000e-02, eta: 2 days, 6:53:40, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.9428 2020-07-25 17:57:14,112 - mmaction - INFO - Epoch [21][3500/3757] lr: 2.000e-02, eta: 2 days, 6:53:24, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.1066 2020-07-25 17:57:26,628 - mmaction - INFO - Epoch [21][3520/3757] lr: 2.000e-02, eta: 2 days, 6:53:07, time: 0.625, data_time: 0.004, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7172, loss_cls: 2.2954, loss: 2.2954, grad_norm: 4.0375 2020-07-25 17:57:40,206 - mmaction - INFO - Epoch [21][3540/3757] lr: 2.000e-02, eta: 2 days, 6:52:55, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.8713 2020-07-25 17:57:52,947 - mmaction - INFO - Epoch [21][3560/3757] lr: 2.000e-02, eta: 2 days, 6:52:40, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.3246, loss: 2.3246, grad_norm: 3.7879 2020-07-25 17:58:06,432 - mmaction - INFO - Epoch [21][3580/3757] lr: 2.000e-02, eta: 2 days, 6:52:27, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.9374 2020-07-25 17:58:19,336 - mmaction - INFO - Epoch [21][3600/3757] lr: 2.000e-02, eta: 2 days, 6:52:12, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.9542 2020-07-25 17:58:33,009 - mmaction - INFO - Epoch [21][3620/3757] lr: 2.000e-02, eta: 2 days, 6:52:00, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.2952, loss: 2.2952, grad_norm: 3.8916 2020-07-25 17:58:46,757 - mmaction - INFO - Epoch [21][3640/3757] lr: 2.000e-02, eta: 2 days, 6:51:49, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.2233, loss: 2.2233, grad_norm: 4.0734 2020-07-25 17:58:59,808 - mmaction - INFO - Epoch [21][3660/3757] lr: 2.000e-02, eta: 2 days, 6:51:34, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2491, loss: 2.2491, grad_norm: 4.0685 2020-07-25 17:59:12,530 - mmaction - INFO - Epoch [21][3680/3757] lr: 2.000e-02, eta: 2 days, 6:51:19, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7383, loss_cls: 2.2265, loss: 2.2265, grad_norm: 3.9407 2020-07-25 17:59:26,589 - mmaction - INFO - Epoch [21][3700/3757] lr: 2.000e-02, eta: 2 days, 6:51:09, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7039, loss_cls: 2.3596, loss: 2.3596, grad_norm: 3.8720 2020-07-25 17:59:39,017 - mmaction - INFO - Epoch [21][3720/3757] lr: 2.000e-02, eta: 2 days, 6:50:52, time: 0.621, data_time: 0.003, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.9585 2020-07-25 17:59:52,917 - mmaction - INFO - Epoch [21][3740/3757] lr: 2.000e-02, eta: 2 days, 6:50:41, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.2927, loss: 2.2927, grad_norm: 4.1240 2020-07-25 18:00:06,130 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-07-25 18:00:32,762 - mmaction - INFO - Epoch [22][20/3757] lr: 2.000e-02, eta: 2 days, 6:50:19, time: 1.273, data_time: 0.648, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.9338 2020-07-25 18:00:45,552 - mmaction - INFO - Epoch [22][40/3757] lr: 2.000e-02, eta: 2 days, 6:50:05, time: 0.648, data_time: 0.015, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.8820 2020-07-25 18:00:58,211 - mmaction - INFO - Epoch [22][60/3757] lr: 2.000e-02, eta: 2 days, 6:49:49, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.9538 2020-07-25 18:01:10,827 - mmaction - INFO - Epoch [22][80/3757] lr: 2.000e-02, eta: 2 days, 6:49:33, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.8703 2020-07-25 18:01:24,109 - mmaction - INFO - Epoch [22][100/3757] lr: 2.000e-02, eta: 2 days, 6:49:19, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.9470 2020-07-25 18:01:37,609 - mmaction - INFO - Epoch [22][120/3757] lr: 2.000e-02, eta: 2 days, 6:49:07, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7547, loss_cls: 2.1073, loss: 2.1073, grad_norm: 3.9869 2020-07-25 18:01:51,229 - mmaction - INFO - Epoch [22][140/3757] lr: 2.000e-02, eta: 2 days, 6:48:55, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.2130, loss: 2.2130, grad_norm: 4.0312 2020-07-25 18:02:03,848 - mmaction - INFO - Epoch [22][160/3757] lr: 2.000e-02, eta: 2 days, 6:48:39, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.9019 2020-07-25 18:02:18,097 - mmaction - INFO - Epoch [22][180/3757] lr: 2.000e-02, eta: 2 days, 6:48:29, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.8272 2020-07-25 18:02:30,998 - mmaction - INFO - Epoch [22][200/3757] lr: 2.000e-02, eta: 2 days, 6:48:14, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.9460 2020-07-25 18:02:43,961 - mmaction - INFO - Epoch [22][220/3757] lr: 2.000e-02, eta: 2 days, 6:48:00, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.9116 2020-07-25 18:02:57,181 - mmaction - INFO - Epoch [22][240/3757] lr: 2.000e-02, eta: 2 days, 6:47:46, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.9126 2020-07-25 18:03:11,082 - mmaction - INFO - Epoch [22][260/3757] lr: 2.000e-02, eta: 2 days, 6:47:35, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.8378 2020-07-25 18:03:25,860 - mmaction - INFO - Epoch [22][280/3757] lr: 2.000e-02, eta: 2 days, 6:47:27, time: 0.738, data_time: 0.003, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7289, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.9422 2020-07-25 18:03:38,291 - mmaction - INFO - Epoch [22][300/3757] lr: 2.000e-02, eta: 2 days, 6:47:11, time: 0.622, data_time: 0.003, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.1833, loss: 2.1833, grad_norm: 4.0440 2020-07-25 18:03:53,080 - mmaction - INFO - Epoch [22][320/3757] lr: 2.000e-02, eta: 2 days, 6:47:03, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.9758 2020-07-25 18:04:06,515 - mmaction - INFO - Epoch [22][340/3757] lr: 2.000e-02, eta: 2 days, 6:46:50, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2512, loss: 2.2512, grad_norm: 4.1134 2020-07-25 18:04:19,920 - mmaction - INFO - Epoch [22][360/3757] lr: 2.000e-02, eta: 2 days, 6:46:37, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2659, loss: 2.2659, grad_norm: 4.0090 2020-07-25 18:04:33,176 - mmaction - INFO - Epoch [22][380/3757] lr: 2.000e-02, eta: 2 days, 6:46:24, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7281, loss_cls: 2.2597, loss: 2.2597, grad_norm: 3.9685 2020-07-25 18:04:46,740 - mmaction - INFO - Epoch [22][400/3757] lr: 2.000e-02, eta: 2 days, 6:46:12, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2969, loss: 2.2969, grad_norm: 4.0523 2020-07-25 18:05:00,004 - mmaction - INFO - Epoch [22][420/3757] lr: 2.000e-02, eta: 2 days, 6:45:58, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.9565 2020-07-25 18:05:13,026 - mmaction - INFO - Epoch [22][440/3757] lr: 2.000e-02, eta: 2 days, 6:45:44, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2794, loss: 2.2794, grad_norm: 4.0501 2020-07-25 18:05:26,676 - mmaction - INFO - Epoch [22][460/3757] lr: 2.000e-02, eta: 2 days, 6:45:32, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.9488 2020-07-25 18:05:40,315 - mmaction - INFO - Epoch [22][480/3757] lr: 2.000e-02, eta: 2 days, 6:45:20, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7383, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.9313 2020-07-25 18:05:54,006 - mmaction - INFO - Epoch [22][500/3757] lr: 2.000e-02, eta: 2 days, 6:45:08, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.9514 2020-07-25 18:06:08,072 - mmaction - INFO - Epoch [22][520/3757] lr: 2.000e-02, eta: 2 days, 6:44:57, time: 0.703, data_time: 0.002, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.9453 2020-07-25 18:06:21,787 - mmaction - INFO - Epoch [22][540/3757] lr: 2.000e-02, eta: 2 days, 6:44:45, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3371, loss: 2.3371, grad_norm: 4.0464 2020-07-25 18:06:36,040 - mmaction - INFO - Epoch [22][560/3757] lr: 2.000e-02, eta: 2 days, 6:44:36, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.8463 2020-07-25 18:06:49,031 - mmaction - INFO - Epoch [22][580/3757] lr: 2.000e-02, eta: 2 days, 6:44:21, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2417, loss: 2.2417, grad_norm: 4.0749 2020-07-25 18:07:02,986 - mmaction - INFO - Epoch [22][600/3757] lr: 2.000e-02, eta: 2 days, 6:44:10, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3018, loss: 2.3018, grad_norm: 3.9540 2020-07-25 18:07:16,832 - mmaction - INFO - Epoch [22][620/3757] lr: 2.000e-02, eta: 2 days, 6:43:59, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7430, loss_cls: 2.2156, loss: 2.2156, grad_norm: 4.0147 2020-07-25 18:07:29,889 - mmaction - INFO - Epoch [22][640/3757] lr: 2.000e-02, eta: 2 days, 6:43:45, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.9512 2020-07-25 18:07:44,240 - mmaction - INFO - Epoch [22][660/3757] lr: 2.000e-02, eta: 2 days, 6:43:35, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.9497 2020-07-25 18:07:57,231 - mmaction - INFO - Epoch [22][680/3757] lr: 2.000e-02, eta: 2 days, 6:43:21, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.1213, loss: 2.1213, grad_norm: 4.0376 2020-07-25 18:08:11,816 - mmaction - INFO - Epoch [22][700/3757] lr: 2.000e-02, eta: 2 days, 6:43:12, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2632, loss: 2.2632, grad_norm: 3.9849 2020-07-25 18:08:25,834 - mmaction - INFO - Epoch [22][720/3757] lr: 2.000e-02, eta: 2 days, 6:43:02, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2764, loss: 2.2764, grad_norm: 4.0277 2020-07-25 18:08:39,988 - mmaction - INFO - Epoch [22][740/3757] lr: 2.000e-02, eta: 2 days, 6:42:52, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.8527 2020-07-25 18:08:53,534 - mmaction - INFO - Epoch [22][760/3757] lr: 2.000e-02, eta: 2 days, 6:42:39, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3278, loss: 2.3278, grad_norm: 3.9202 2020-07-25 18:09:07,193 - mmaction - INFO - Epoch [22][780/3757] lr: 2.000e-02, eta: 2 days, 6:42:27, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7375, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.9630 2020-07-25 18:09:20,873 - mmaction - INFO - Epoch [22][800/3757] lr: 2.000e-02, eta: 2 days, 6:42:15, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3160, loss: 2.3160, grad_norm: 4.0749 2020-07-25 18:09:34,665 - mmaction - INFO - Epoch [22][820/3757] lr: 2.000e-02, eta: 2 days, 6:42:04, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.9025 2020-07-25 18:09:48,187 - mmaction - INFO - Epoch [22][840/3757] lr: 2.000e-02, eta: 2 days, 6:41:51, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2424, loss: 2.2424, grad_norm: 3.8795 2020-07-25 18:10:01,944 - mmaction - INFO - Epoch [22][860/3757] lr: 2.000e-02, eta: 2 days, 6:41:39, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.8814 2020-07-25 18:10:15,743 - mmaction - INFO - Epoch [22][880/3757] lr: 2.000e-02, eta: 2 days, 6:41:28, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.9117 2020-07-25 18:10:29,355 - mmaction - INFO - Epoch [22][900/3757] lr: 2.000e-02, eta: 2 days, 6:41:16, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.0776, loss: 2.0776, grad_norm: 3.8699 2020-07-25 18:10:42,707 - mmaction - INFO - Epoch [22][920/3757] lr: 2.000e-02, eta: 2 days, 6:41:03, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.8926 2020-07-25 18:10:56,725 - mmaction - INFO - Epoch [22][940/3757] lr: 2.000e-02, eta: 2 days, 6:40:52, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3010, loss: 2.3010, grad_norm: 3.9834 2020-07-25 18:11:10,520 - mmaction - INFO - Epoch [22][960/3757] lr: 2.000e-02, eta: 2 days, 6:40:41, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.2620, loss: 2.2620, grad_norm: 4.0386 2020-07-25 18:11:24,208 - mmaction - INFO - Epoch [22][980/3757] lr: 2.000e-02, eta: 2 days, 6:40:29, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.2080, loss: 2.2080, grad_norm: 4.0486 2020-07-25 18:11:37,733 - mmaction - INFO - Epoch [22][1000/3757] lr: 2.000e-02, eta: 2 days, 6:40:16, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2412, loss: 2.2412, grad_norm: 4.0016 2020-07-25 18:11:52,263 - mmaction - INFO - Epoch [22][1020/3757] lr: 2.000e-02, eta: 2 days, 6:40:08, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.8598 2020-07-25 18:12:05,704 - mmaction - INFO - Epoch [22][1040/3757] lr: 2.000e-02, eta: 2 days, 6:39:55, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.9854 2020-07-25 18:12:20,464 - mmaction - INFO - Epoch [22][1060/3757] lr: 2.000e-02, eta: 2 days, 6:39:47, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3651, loss: 2.3651, grad_norm: 3.9782 2020-07-25 18:12:34,672 - mmaction - INFO - Epoch [22][1080/3757] lr: 2.000e-02, eta: 2 days, 6:39:37, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2342, loss: 2.2342, grad_norm: 4.0494 2020-07-25 18:12:48,411 - mmaction - INFO - Epoch [22][1100/3757] lr: 2.000e-02, eta: 2 days, 6:39:25, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3607, loss: 2.3607, grad_norm: 4.0548 2020-07-25 18:13:02,397 - mmaction - INFO - Epoch [22][1120/3757] lr: 2.000e-02, eta: 2 days, 6:39:14, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.9260 2020-07-25 18:13:16,022 - mmaction - INFO - Epoch [22][1140/3757] lr: 2.000e-02, eta: 2 days, 6:39:02, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.9070 2020-07-25 18:13:30,206 - mmaction - INFO - Epoch [22][1160/3757] lr: 2.000e-02, eta: 2 days, 6:38:52, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.9104 2020-07-25 18:13:45,362 - mmaction - INFO - Epoch [22][1180/3757] lr: 2.000e-02, eta: 2 days, 6:38:46, time: 0.757, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.8744 2020-07-25 18:13:59,233 - mmaction - INFO - Epoch [22][1200/3757] lr: 2.000e-02, eta: 2 days, 6:38:34, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.7886 2020-07-25 18:14:13,582 - mmaction - INFO - Epoch [22][1220/3757] lr: 2.000e-02, eta: 2 days, 6:38:25, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2030, loss: 2.2030, grad_norm: 4.0699 2020-07-25 18:14:27,098 - mmaction - INFO - Epoch [22][1240/3757] lr: 2.000e-02, eta: 2 days, 6:38:12, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1870, loss: 2.1870, grad_norm: 4.0472 2020-07-25 18:14:40,460 - mmaction - INFO - Epoch [22][1260/3757] lr: 2.000e-02, eta: 2 days, 6:37:59, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1808, loss: 2.1808, grad_norm: 4.0879 2020-07-25 18:14:54,597 - mmaction - INFO - Epoch [22][1280/3757] lr: 2.000e-02, eta: 2 days, 6:37:49, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.9218 2020-07-25 18:15:08,413 - mmaction - INFO - Epoch [22][1300/3757] lr: 2.000e-02, eta: 2 days, 6:37:38, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.9753 2020-07-25 18:15:23,027 - mmaction - INFO - Epoch [22][1320/3757] lr: 2.000e-02, eta: 2 days, 6:37:29, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.2921, loss: 2.2921, grad_norm: 4.0127 2020-07-25 18:15:36,868 - mmaction - INFO - Epoch [22][1340/3757] lr: 2.000e-02, eta: 2 days, 6:37:18, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7055, loss_cls: 2.3044, loss: 2.3044, grad_norm: 3.8447 2020-07-25 18:15:51,308 - mmaction - INFO - Epoch [22][1360/3757] lr: 2.000e-02, eta: 2 days, 6:37:08, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.9629 2020-07-25 18:16:05,505 - mmaction - INFO - Epoch [22][1380/3757] lr: 2.000e-02, eta: 2 days, 6:36:58, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.2793, loss: 2.2793, grad_norm: 4.0871 2020-07-25 18:16:19,647 - mmaction - INFO - Epoch [22][1400/3757] lr: 2.000e-02, eta: 2 days, 6:36:48, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.2531, loss: 2.2531, grad_norm: 4.0493 2020-07-25 18:16:34,107 - mmaction - INFO - Epoch [22][1420/3757] lr: 2.000e-02, eta: 2 days, 6:36:39, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.8629 2020-07-25 18:16:47,943 - mmaction - INFO - Epoch [22][1440/3757] lr: 2.000e-02, eta: 2 days, 6:36:28, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.8936 2020-07-25 18:17:02,015 - mmaction - INFO - Epoch [22][1460/3757] lr: 2.000e-02, eta: 2 days, 6:36:17, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3186, loss: 2.3186, grad_norm: 3.8789 2020-07-25 18:17:16,410 - mmaction - INFO - Epoch [22][1480/3757] lr: 2.000e-02, eta: 2 days, 6:36:08, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7367, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.9171 2020-07-25 18:17:30,171 - mmaction - INFO - Epoch [22][1500/3757] lr: 2.000e-02, eta: 2 days, 6:35:56, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.9693 2020-07-25 18:17:44,146 - mmaction - INFO - Epoch [22][1520/3757] lr: 2.000e-02, eta: 2 days, 6:35:45, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.8647 2020-07-25 18:17:58,611 - mmaction - INFO - Epoch [22][1540/3757] lr: 2.000e-02, eta: 2 days, 6:35:36, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.1334 2020-07-25 18:18:12,849 - mmaction - INFO - Epoch [22][1560/3757] lr: 2.000e-02, eta: 2 days, 6:35:26, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.9894 2020-07-25 18:18:26,635 - mmaction - INFO - Epoch [22][1580/3757] lr: 2.000e-02, eta: 2 days, 6:35:15, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7367, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.7899 2020-07-25 18:18:42,151 - mmaction - INFO - Epoch [22][1600/3757] lr: 2.000e-02, eta: 2 days, 6:35:09, time: 0.772, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.8878 2020-07-25 18:18:56,031 - mmaction - INFO - Epoch [22][1620/3757] lr: 2.000e-02, eta: 2 days, 6:34:58, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.9682 2020-07-25 18:19:11,104 - mmaction - INFO - Epoch [22][1640/3757] lr: 2.000e-02, eta: 2 days, 6:34:51, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2841, loss: 2.2841, grad_norm: 3.9622 2020-07-25 18:19:25,414 - mmaction - INFO - Epoch [22][1660/3757] lr: 2.000e-02, eta: 2 days, 6:34:42, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.9422 2020-07-25 18:19:41,815 - mmaction - INFO - Epoch [22][1680/3757] lr: 2.000e-02, eta: 2 days, 6:34:40, time: 0.819, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.8604 2020-07-25 18:19:55,325 - mmaction - INFO - Epoch [22][1700/3757] lr: 2.000e-02, eta: 2 days, 6:34:27, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.9242 2020-07-25 18:20:09,962 - mmaction - INFO - Epoch [22][1720/3757] lr: 2.000e-02, eta: 2 days, 6:34:19, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2829, loss: 2.2829, grad_norm: 4.0993 2020-07-25 18:20:24,082 - mmaction - INFO - Epoch [22][1740/3757] lr: 2.000e-02, eta: 2 days, 6:34:08, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.9972 2020-07-25 18:20:38,304 - mmaction - INFO - Epoch [22][1760/3757] lr: 2.000e-02, eta: 2 days, 6:33:58, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.9918 2020-07-25 18:20:51,755 - mmaction - INFO - Epoch [22][1780/3757] lr: 2.000e-02, eta: 2 days, 6:33:45, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.9959 2020-07-25 18:21:06,204 - mmaction - INFO - Epoch [22][1800/3757] lr: 2.000e-02, eta: 2 days, 6:33:36, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.9380 2020-07-25 18:21:20,765 - mmaction - INFO - Epoch [22][1820/3757] lr: 2.000e-02, eta: 2 days, 6:33:27, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.9676 2020-07-25 18:21:34,955 - mmaction - INFO - Epoch [22][1840/3757] lr: 2.000e-02, eta: 2 days, 6:33:17, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.9200 2020-07-25 18:21:49,254 - mmaction - INFO - Epoch [22][1860/3757] lr: 2.000e-02, eta: 2 days, 6:33:08, time: 0.718, data_time: 0.026, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.8723 2020-07-25 18:22:02,562 - mmaction - INFO - Epoch [22][1880/3757] lr: 2.000e-02, eta: 2 days, 6:32:54, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3113, loss: 2.3113, grad_norm: 3.8493 2020-07-25 18:22:16,056 - mmaction - INFO - Epoch [22][1900/3757] lr: 2.000e-02, eta: 2 days, 6:32:42, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.8965 2020-07-25 18:22:30,919 - mmaction - INFO - Epoch [22][1920/3757] lr: 2.000e-02, eta: 2 days, 6:32:34, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.3412, loss: 2.3412, grad_norm: 3.9590 2020-07-25 18:22:44,974 - mmaction - INFO - Epoch [22][1940/3757] lr: 2.000e-02, eta: 2 days, 6:32:23, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.9887 2020-07-25 18:22:58,255 - mmaction - INFO - Epoch [22][1960/3757] lr: 2.000e-02, eta: 2 days, 6:32:10, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.8775 2020-07-25 18:23:11,870 - mmaction - INFO - Epoch [22][1980/3757] lr: 2.000e-02, eta: 2 days, 6:31:58, time: 0.681, data_time: 0.003, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7555, loss_cls: 2.1589, loss: 2.1589, grad_norm: 4.0468 2020-07-25 18:23:25,196 - mmaction - INFO - Epoch [22][2000/3757] lr: 2.000e-02, eta: 2 days, 6:31:44, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2240, loss: 2.2240, grad_norm: 4.1215 2020-07-25 18:23:38,736 - mmaction - INFO - Epoch [22][2020/3757] lr: 2.000e-02, eta: 2 days, 6:31:32, time: 0.678, data_time: 0.002, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7383, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.9979 2020-07-25 18:23:52,087 - mmaction - INFO - Epoch [22][2040/3757] lr: 2.000e-02, eta: 2 days, 6:31:19, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2449, loss: 2.2449, grad_norm: 3.8061 2020-07-25 18:24:06,287 - mmaction - INFO - Epoch [22][2060/3757] lr: 2.000e-02, eta: 2 days, 6:31:08, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.8380 2020-07-25 18:24:20,136 - mmaction - INFO - Epoch [22][2080/3757] lr: 2.000e-02, eta: 2 days, 6:30:57, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.8481 2020-07-25 18:24:33,349 - mmaction - INFO - Epoch [22][2100/3757] lr: 2.000e-02, eta: 2 days, 6:30:43, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.9057 2020-07-25 18:24:47,245 - mmaction - INFO - Epoch [22][2120/3757] lr: 2.000e-02, eta: 2 days, 6:30:32, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.8874 2020-07-25 18:25:01,474 - mmaction - INFO - Epoch [22][2140/3757] lr: 2.000e-02, eta: 2 days, 6:30:22, time: 0.711, data_time: 0.002, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.9045 2020-07-25 18:25:14,245 - mmaction - INFO - Epoch [22][2160/3757] lr: 2.000e-02, eta: 2 days, 6:30:07, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2770, loss: 2.2770, grad_norm: 3.9522 2020-07-25 18:25:28,009 - mmaction - INFO - Epoch [22][2180/3757] lr: 2.000e-02, eta: 2 days, 6:29:55, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.8193 2020-07-25 18:25:41,116 - mmaction - INFO - Epoch [22][2200/3757] lr: 2.000e-02, eta: 2 days, 6:29:41, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7422, loss_cls: 2.2097, loss: 2.2097, grad_norm: 4.0347 2020-07-25 18:25:56,301 - mmaction - INFO - Epoch [22][2220/3757] lr: 2.000e-02, eta: 2 days, 6:29:35, time: 0.762, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.8471 2020-07-25 18:26:09,067 - mmaction - INFO - Epoch [22][2240/3757] lr: 2.000e-02, eta: 2 days, 6:29:19, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3126, loss: 2.3126, grad_norm: 3.9737 2020-07-25 18:26:22,937 - mmaction - INFO - Epoch [22][2260/3757] lr: 2.000e-02, eta: 2 days, 6:29:08, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.3123, loss: 2.3123, grad_norm: 3.9072 2020-07-25 18:26:35,785 - mmaction - INFO - Epoch [22][2280/3757] lr: 2.000e-02, eta: 2 days, 6:28:53, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.2966, loss: 2.2966, grad_norm: 3.8770 2020-07-25 18:26:48,827 - mmaction - INFO - Epoch [22][2300/3757] lr: 2.000e-02, eta: 2 days, 6:28:39, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2311, loss: 2.2311, grad_norm: 4.0749 2020-07-25 18:27:02,717 - mmaction - INFO - Epoch [22][2320/3757] lr: 2.000e-02, eta: 2 days, 6:28:27, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.9423 2020-07-25 18:27:16,715 - mmaction - INFO - Epoch [22][2340/3757] lr: 2.000e-02, eta: 2 days, 6:28:16, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.2692, loss: 2.2692, grad_norm: 4.0453 2020-07-25 18:27:30,029 - mmaction - INFO - Epoch [22][2360/3757] lr: 2.000e-02, eta: 2 days, 6:28:03, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2454, loss: 2.2454, grad_norm: 4.0128 2020-07-25 18:27:43,529 - mmaction - INFO - Epoch [22][2380/3757] lr: 2.000e-02, eta: 2 days, 6:27:50, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.8995 2020-07-25 18:27:56,885 - mmaction - INFO - Epoch [22][2400/3757] lr: 2.000e-02, eta: 2 days, 6:27:37, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7281, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.0095 2020-07-25 18:28:10,302 - mmaction - INFO - Epoch [22][2420/3757] lr: 2.000e-02, eta: 2 days, 6:27:24, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.9251 2020-07-25 18:28:23,371 - mmaction - INFO - Epoch [22][2440/3757] lr: 2.000e-02, eta: 2 days, 6:27:10, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2820, loss: 2.2820, grad_norm: 3.8313 2020-07-25 18:28:36,781 - mmaction - INFO - Epoch [22][2460/3757] lr: 2.000e-02, eta: 2 days, 6:26:57, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2320, loss: 2.2320, grad_norm: 4.0102 2020-07-25 18:28:49,858 - mmaction - INFO - Epoch [22][2480/3757] lr: 2.000e-02, eta: 2 days, 6:26:43, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.9219 2020-07-25 18:29:03,083 - mmaction - INFO - Epoch [22][2500/3757] lr: 2.000e-02, eta: 2 days, 6:26:29, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.2595, loss: 2.2595, grad_norm: 3.8426 2020-07-25 18:29:16,305 - mmaction - INFO - Epoch [22][2520/3757] lr: 2.000e-02, eta: 2 days, 6:26:16, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7391, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.9430 2020-07-25 18:29:29,383 - mmaction - INFO - Epoch [22][2540/3757] lr: 2.000e-02, eta: 2 days, 6:26:01, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2354, loss: 2.2354, grad_norm: 4.0425 2020-07-25 18:29:43,508 - mmaction - INFO - Epoch [22][2560/3757] lr: 2.000e-02, eta: 2 days, 6:25:51, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3299, loss: 2.3299, grad_norm: 4.0315 2020-07-25 18:29:56,713 - mmaction - INFO - Epoch [22][2580/3757] lr: 2.000e-02, eta: 2 days, 6:25:37, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.8999 2020-07-25 18:30:09,629 - mmaction - INFO - Epoch [22][2600/3757] lr: 2.000e-02, eta: 2 days, 6:25:22, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3477, loss: 2.3477, grad_norm: 4.0070 2020-07-25 18:30:22,639 - mmaction - INFO - Epoch [22][2620/3757] lr: 2.000e-02, eta: 2 days, 6:25:08, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.9500 2020-07-25 18:30:35,921 - mmaction - INFO - Epoch [22][2640/3757] lr: 2.000e-02, eta: 2 days, 6:24:55, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2618, loss: 2.2618, grad_norm: 4.1665 2020-07-25 18:30:48,993 - mmaction - INFO - Epoch [22][2660/3757] lr: 2.000e-02, eta: 2 days, 6:24:40, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3642, loss: 2.3642, grad_norm: 3.9326 2020-07-25 18:31:03,241 - mmaction - INFO - Epoch [22][2680/3757] lr: 2.000e-02, eta: 2 days, 6:24:30, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.7882 2020-07-25 18:31:17,048 - mmaction - INFO - Epoch [22][2700/3757] lr: 2.000e-02, eta: 2 days, 6:24:19, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2452, loss: 2.2452, grad_norm: 3.9170 2020-07-25 18:31:30,164 - mmaction - INFO - Epoch [22][2720/3757] lr: 2.000e-02, eta: 2 days, 6:24:05, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7414, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.9288 2020-07-25 18:31:44,171 - mmaction - INFO - Epoch [22][2740/3757] lr: 2.000e-02, eta: 2 days, 6:23:54, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2210, loss: 2.2210, grad_norm: 4.0857 2020-07-25 18:31:58,301 - mmaction - INFO - Epoch [22][2760/3757] lr: 2.000e-02, eta: 2 days, 6:23:43, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.3515, loss: 2.3515, grad_norm: 4.0829 2020-07-25 18:32:11,082 - mmaction - INFO - Epoch [22][2780/3757] lr: 2.000e-02, eta: 2 days, 6:23:28, time: 0.640, data_time: 0.003, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3626, loss: 2.3626, grad_norm: 4.1030 2020-07-25 18:32:26,125 - mmaction - INFO - Epoch [22][2800/3757] lr: 2.000e-02, eta: 2 days, 6:23:21, time: 0.750, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3741, loss: 2.3741, grad_norm: 3.9695 2020-07-25 18:32:39,545 - mmaction - INFO - Epoch [22][2820/3757] lr: 2.000e-02, eta: 2 days, 6:23:08, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.9697 2020-07-25 18:32:53,577 - mmaction - INFO - Epoch [22][2840/3757] lr: 2.000e-02, eta: 2 days, 6:22:57, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.3223, loss: 2.3223, grad_norm: 3.9557 2020-07-25 18:33:07,370 - mmaction - INFO - Epoch [22][2860/3757] lr: 2.000e-02, eta: 2 days, 6:22:46, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3715, loss: 2.3715, grad_norm: 3.9990 2020-07-25 18:33:20,884 - mmaction - INFO - Epoch [22][2880/3757] lr: 2.000e-02, eta: 2 days, 6:22:33, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.9653 2020-07-25 18:33:34,692 - mmaction - INFO - Epoch [22][2900/3757] lr: 2.000e-02, eta: 2 days, 6:22:22, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7133, loss_cls: 2.3487, loss: 2.3487, grad_norm: 3.9878 2020-07-25 18:33:48,248 - mmaction - INFO - Epoch [22][2920/3757] lr: 2.000e-02, eta: 2 days, 6:22:09, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3219, loss: 2.3219, grad_norm: 3.8495 2020-07-25 18:34:01,479 - mmaction - INFO - Epoch [22][2940/3757] lr: 2.000e-02, eta: 2 days, 6:21:56, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3379, loss: 2.3379, grad_norm: 3.8653 2020-07-25 18:34:14,681 - mmaction - INFO - Epoch [22][2960/3757] lr: 2.000e-02, eta: 2 days, 6:21:41, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7484, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.9113 2020-07-25 18:34:28,330 - mmaction - INFO - Epoch [22][2980/3757] lr: 2.000e-02, eta: 2 days, 6:21:30, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.9437 2020-07-25 18:34:42,554 - mmaction - INFO - Epoch [22][3000/3757] lr: 2.000e-02, eta: 2 days, 6:21:19, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2802, loss: 2.2802, grad_norm: 3.8496 2020-07-25 18:34:55,383 - mmaction - INFO - Epoch [22][3020/3757] lr: 2.000e-02, eta: 2 days, 6:21:05, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.8702 2020-07-25 18:35:08,492 - mmaction - INFO - Epoch [22][3040/3757] lr: 2.000e-02, eta: 2 days, 6:20:50, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7055, loss_cls: 2.2679, loss: 2.2679, grad_norm: 3.9754 2020-07-25 18:35:21,500 - mmaction - INFO - Epoch [22][3060/3757] lr: 2.000e-02, eta: 2 days, 6:20:36, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.8667 2020-07-25 18:35:34,662 - mmaction - INFO - Epoch [22][3080/3757] lr: 2.000e-02, eta: 2 days, 6:20:22, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3089, loss: 2.3089, grad_norm: 4.0919 2020-07-25 18:35:49,289 - mmaction - INFO - Epoch [22][3100/3757] lr: 2.000e-02, eta: 2 days, 6:20:13, time: 0.737, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.9398 2020-07-25 18:36:02,328 - mmaction - INFO - Epoch [22][3120/3757] lr: 2.000e-02, eta: 2 days, 6:19:59, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2959, loss: 2.2959, grad_norm: 4.2494 2020-07-25 18:36:15,690 - mmaction - INFO - Epoch [22][3140/3757] lr: 2.000e-02, eta: 2 days, 6:19:46, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2288, loss: 2.2288, grad_norm: 4.0363 2020-07-25 18:36:29,372 - mmaction - INFO - Epoch [22][3160/3757] lr: 2.000e-02, eta: 2 days, 6:19:34, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1847, loss: 2.1847, grad_norm: 4.0497 2020-07-25 18:36:42,482 - mmaction - INFO - Epoch [22][3180/3757] lr: 2.000e-02, eta: 2 days, 6:19:20, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.3364, loss: 2.3364, grad_norm: 4.0059 2020-07-25 18:36:55,604 - mmaction - INFO - Epoch [22][3200/3757] lr: 2.000e-02, eta: 2 days, 6:19:06, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3618, loss: 2.3618, grad_norm: 3.9183 2020-07-25 18:37:10,022 - mmaction - INFO - Epoch [22][3220/3757] lr: 2.000e-02, eta: 2 days, 6:18:56, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.9933 2020-07-25 18:37:22,784 - mmaction - INFO - Epoch [22][3240/3757] lr: 2.000e-02, eta: 2 days, 6:18:41, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7258, loss_cls: 2.3053, loss: 2.3053, grad_norm: 4.0682 2020-07-25 18:37:36,070 - mmaction - INFO - Epoch [22][3260/3757] lr: 2.000e-02, eta: 2 days, 6:18:28, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.8994 2020-07-25 18:37:49,509 - mmaction - INFO - Epoch [22][3280/3757] lr: 2.000e-02, eta: 2 days, 6:18:15, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2151, loss: 2.2151, grad_norm: 4.0056 2020-07-25 18:38:02,629 - mmaction - INFO - Epoch [22][3300/3757] lr: 2.000e-02, eta: 2 days, 6:18:01, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2887, loss: 2.2887, grad_norm: 3.9221 2020-07-25 18:38:15,459 - mmaction - INFO - Epoch [22][3320/3757] lr: 2.000e-02, eta: 2 days, 6:17:46, time: 0.640, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.3130, loss: 2.3130, grad_norm: 3.8048 2020-07-25 18:38:29,371 - mmaction - INFO - Epoch [22][3340/3757] lr: 2.000e-02, eta: 2 days, 6:17:34, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.7640 2020-07-25 18:38:42,188 - mmaction - INFO - Epoch [22][3360/3757] lr: 2.000e-02, eta: 2 days, 6:17:19, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.8658 2020-07-25 18:38:55,506 - mmaction - INFO - Epoch [22][3380/3757] lr: 2.000e-02, eta: 2 days, 6:17:06, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.9361 2020-07-25 18:39:09,217 - mmaction - INFO - Epoch [22][3400/3757] lr: 2.000e-02, eta: 2 days, 6:16:54, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.9289 2020-07-25 18:39:22,692 - mmaction - INFO - Epoch [22][3420/3757] lr: 2.000e-02, eta: 2 days, 6:16:41, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7367, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.9702 2020-07-25 18:39:35,458 - mmaction - INFO - Epoch [22][3440/3757] lr: 2.000e-02, eta: 2 days, 6:16:26, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.1240, loss: 2.1240, grad_norm: 4.0046 2020-07-25 18:39:48,685 - mmaction - INFO - Epoch [22][3460/3757] lr: 2.000e-02, eta: 2 days, 6:16:12, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2041, loss: 2.2041, grad_norm: 4.0675 2020-07-25 18:40:02,172 - mmaction - INFO - Epoch [22][3480/3757] lr: 2.000e-02, eta: 2 days, 6:16:00, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3160, loss: 2.3160, grad_norm: 4.0256 2020-07-25 18:40:15,305 - mmaction - INFO - Epoch [22][3500/3757] lr: 2.000e-02, eta: 2 days, 6:15:46, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2574, loss: 2.2574, grad_norm: 3.9973 2020-07-25 18:40:28,324 - mmaction - INFO - Epoch [22][3520/3757] lr: 2.000e-02, eta: 2 days, 6:15:31, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7430, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.9152 2020-07-25 18:40:41,342 - mmaction - INFO - Epoch [22][3540/3757] lr: 2.000e-02, eta: 2 days, 6:15:17, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.9993 2020-07-25 18:40:54,394 - mmaction - INFO - Epoch [22][3560/3757] lr: 2.000e-02, eta: 2 days, 6:15:02, time: 0.654, data_time: 0.009, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.9092 2020-07-25 18:41:07,763 - mmaction - INFO - Epoch [22][3580/3757] lr: 2.000e-02, eta: 2 days, 6:14:49, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.9247 2020-07-25 18:41:21,414 - mmaction - INFO - Epoch [22][3600/3757] lr: 2.000e-02, eta: 2 days, 6:14:37, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.8499 2020-07-25 18:41:35,990 - mmaction - INFO - Epoch [22][3620/3757] lr: 2.000e-02, eta: 2 days, 6:14:28, time: 0.729, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.8837 2020-07-25 18:41:49,458 - mmaction - INFO - Epoch [22][3640/3757] lr: 2.000e-02, eta: 2 days, 6:14:16, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4453, top5_acc: 0.7148, loss_cls: 2.3317, loss: 2.3317, grad_norm: 3.9976 2020-07-25 18:42:03,691 - mmaction - INFO - Epoch [22][3660/3757] lr: 2.000e-02, eta: 2 days, 6:14:05, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.9407 2020-07-25 18:42:16,433 - mmaction - INFO - Epoch [22][3680/3757] lr: 2.000e-02, eta: 2 days, 6:13:50, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7391, loss_cls: 2.2153, loss: 2.2153, grad_norm: 4.1065 2020-07-25 18:42:30,718 - mmaction - INFO - Epoch [22][3700/3757] lr: 2.000e-02, eta: 2 days, 6:13:40, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.9910 2020-07-25 18:42:43,791 - mmaction - INFO - Epoch [22][3720/3757] lr: 2.000e-02, eta: 2 days, 6:13:26, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7422, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.9793 2020-07-25 18:42:57,018 - mmaction - INFO - Epoch [22][3740/3757] lr: 2.000e-02, eta: 2 days, 6:13:12, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7312, loss_cls: 2.3039, loss: 2.3039, grad_norm: 3.8159 2020-07-25 18:43:08,128 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-25 18:43:29,967 - mmaction - INFO - Epoch [23][20/3757] lr: 2.000e-02, eta: 2 days, 6:12:33, time: 1.029, data_time: 0.384, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7391, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.9552 2020-07-25 18:43:43,402 - mmaction - INFO - Epoch [23][40/3757] lr: 2.000e-02, eta: 2 days, 6:12:20, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.7649 2020-07-25 18:43:56,017 - mmaction - INFO - Epoch [23][60/3757] lr: 2.000e-02, eta: 2 days, 6:12:05, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.8333 2020-07-25 18:44:09,656 - mmaction - INFO - Epoch [23][80/3757] lr: 2.000e-02, eta: 2 days, 6:11:52, time: 0.681, data_time: 0.003, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.0992, loss: 2.0992, grad_norm: 3.8546 2020-07-25 18:44:22,919 - mmaction - INFO - Epoch [23][100/3757] lr: 2.000e-02, eta: 2 days, 6:11:39, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.2048, loss: 2.2048, grad_norm: 3.8507 2020-07-25 18:44:36,755 - mmaction - INFO - Epoch [23][120/3757] lr: 2.000e-02, eta: 2 days, 6:11:27, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2247, loss: 2.2247, grad_norm: 4.0188 2020-07-25 18:44:50,541 - mmaction - INFO - Epoch [23][140/3757] lr: 2.000e-02, eta: 2 days, 6:11:16, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7086, loss_cls: 2.2812, loss: 2.2812, grad_norm: 3.7853 2020-07-25 18:45:04,118 - mmaction - INFO - Epoch [23][160/3757] lr: 2.000e-02, eta: 2 days, 6:11:03, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.9775 2020-07-25 18:45:16,903 - mmaction - INFO - Epoch [23][180/3757] lr: 2.000e-02, eta: 2 days, 6:10:48, time: 0.640, data_time: 0.002, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2184, loss: 2.2184, grad_norm: 4.0036 2020-07-25 18:45:30,723 - mmaction - INFO - Epoch [23][200/3757] lr: 2.000e-02, eta: 2 days, 6:10:36, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2784, loss: 2.2784, grad_norm: 4.1118 2020-07-25 18:45:43,472 - mmaction - INFO - Epoch [23][220/3757] lr: 2.000e-02, eta: 2 days, 6:10:21, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.9720 2020-07-25 18:45:58,520 - mmaction - INFO - Epoch [23][240/3757] lr: 2.000e-02, eta: 2 days, 6:10:14, time: 0.750, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.9016 2020-07-25 18:46:11,352 - mmaction - INFO - Epoch [23][260/3757] lr: 2.000e-02, eta: 2 days, 6:09:59, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7430, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.9327 2020-07-25 18:46:24,773 - mmaction - INFO - Epoch [23][280/3757] lr: 2.000e-02, eta: 2 days, 6:09:46, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1773, loss: 2.1773, grad_norm: 4.0322 2020-07-25 18:46:38,374 - mmaction - INFO - Epoch [23][300/3757] lr: 2.000e-02, eta: 2 days, 6:09:34, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7375, loss_cls: 2.2061, loss: 2.2061, grad_norm: 4.0392 2020-07-25 18:46:51,720 - mmaction - INFO - Epoch [23][320/3757] lr: 2.000e-02, eta: 2 days, 6:09:20, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1935, loss: 2.1935, grad_norm: 4.0048 2020-07-25 18:47:05,014 - mmaction - INFO - Epoch [23][340/3757] lr: 2.000e-02, eta: 2 days, 6:09:07, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7227, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.9409 2020-07-25 18:47:18,078 - mmaction - INFO - Epoch [23][360/3757] lr: 2.000e-02, eta: 2 days, 6:08:53, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.9437 2020-07-25 18:47:32,450 - mmaction - INFO - Epoch [23][380/3757] lr: 2.000e-02, eta: 2 days, 6:08:43, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7508, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.7788 2020-07-25 18:47:46,839 - mmaction - INFO - Epoch [23][400/3757] lr: 2.000e-02, eta: 2 days, 6:08:33, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.2254, loss: 2.2254, grad_norm: 4.0088 2020-07-25 18:48:00,162 - mmaction - INFO - Epoch [23][420/3757] lr: 2.000e-02, eta: 2 days, 6:08:20, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2921, loss: 2.2921, grad_norm: 4.0033 2020-07-25 18:48:13,245 - mmaction - INFO - Epoch [23][440/3757] lr: 2.000e-02, eta: 2 days, 6:08:06, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2712, loss: 2.2712, grad_norm: 4.0034 2020-07-25 18:48:26,378 - mmaction - INFO - Epoch [23][460/3757] lr: 2.000e-02, eta: 2 days, 6:07:52, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.8359 2020-07-25 18:48:40,460 - mmaction - INFO - Epoch [23][480/3757] lr: 2.000e-02, eta: 2 days, 6:07:41, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.8474 2020-07-25 18:48:54,060 - mmaction - INFO - Epoch [23][500/3757] lr: 2.000e-02, eta: 2 days, 6:07:29, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.8803 2020-07-25 18:49:07,327 - mmaction - INFO - Epoch [23][520/3757] lr: 2.000e-02, eta: 2 days, 6:07:16, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.9086 2020-07-25 18:49:20,698 - mmaction - INFO - Epoch [23][540/3757] lr: 2.000e-02, eta: 2 days, 6:07:02, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1441, loss: 2.1441, grad_norm: 4.0464 2020-07-25 18:49:34,450 - mmaction - INFO - Epoch [23][560/3757] lr: 2.000e-02, eta: 2 days, 6:06:51, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1813, loss: 2.1813, grad_norm: 4.0311 2020-07-25 18:49:47,537 - mmaction - INFO - Epoch [23][580/3757] lr: 2.000e-02, eta: 2 days, 6:06:36, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3219, loss: 2.3219, grad_norm: 3.9517 2020-07-25 18:50:00,652 - mmaction - INFO - Epoch [23][600/3757] lr: 2.000e-02, eta: 2 days, 6:06:22, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.8906 2020-07-25 18:50:14,135 - mmaction - INFO - Epoch [23][620/3757] lr: 2.000e-02, eta: 2 days, 6:06:10, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2347, loss: 2.2347, grad_norm: 4.0752 2020-07-25 18:50:27,725 - mmaction - INFO - Epoch [23][640/3757] lr: 2.000e-02, eta: 2 days, 6:05:57, time: 0.678, data_time: 0.001, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7695, loss_cls: 2.1066, loss: 2.1066, grad_norm: 4.0004 2020-07-25 18:50:41,508 - mmaction - INFO - Epoch [23][660/3757] lr: 2.000e-02, eta: 2 days, 6:05:45, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.2048, loss: 2.2048, grad_norm: 4.0855 2020-07-25 18:50:54,621 - mmaction - INFO - Epoch [23][680/3757] lr: 2.000e-02, eta: 2 days, 6:05:32, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.9206 2020-07-25 18:51:07,723 - mmaction - INFO - Epoch [23][700/3757] lr: 2.000e-02, eta: 2 days, 6:05:17, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.9542 2020-07-25 18:51:21,372 - mmaction - INFO - Epoch [23][720/3757] lr: 2.000e-02, eta: 2 days, 6:05:05, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.6922, loss_cls: 2.3866, loss: 2.3866, grad_norm: 4.0739 2020-07-25 18:51:35,251 - mmaction - INFO - Epoch [23][740/3757] lr: 2.000e-02, eta: 2 days, 6:04:54, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.9523 2020-07-25 18:51:48,692 - mmaction - INFO - Epoch [23][760/3757] lr: 2.000e-02, eta: 2 days, 6:04:41, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7352, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.9908 2020-07-25 18:52:02,675 - mmaction - INFO - Epoch [23][780/3757] lr: 2.000e-02, eta: 2 days, 6:04:30, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2540, loss: 2.2540, grad_norm: 3.9249 2020-07-25 18:52:15,907 - mmaction - INFO - Epoch [23][800/3757] lr: 2.000e-02, eta: 2 days, 6:04:16, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7312, loss_cls: 2.2425, loss: 2.2425, grad_norm: 3.9189 2020-07-25 18:52:29,285 - mmaction - INFO - Epoch [23][820/3757] lr: 2.000e-02, eta: 2 days, 6:04:03, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2855, loss: 2.2855, grad_norm: 3.9623 2020-07-25 18:52:42,633 - mmaction - INFO - Epoch [23][840/3757] lr: 2.000e-02, eta: 2 days, 6:03:50, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2874, loss: 2.2874, grad_norm: 3.7847 2020-07-25 18:52:56,923 - mmaction - INFO - Epoch [23][860/3757] lr: 2.000e-02, eta: 2 days, 6:03:40, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.9105 2020-07-25 18:53:09,827 - mmaction - INFO - Epoch [23][880/3757] lr: 2.000e-02, eta: 2 days, 6:03:25, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0980, loss: 2.0980, grad_norm: 4.0018 2020-07-25 18:53:22,948 - mmaction - INFO - Epoch [23][900/3757] lr: 2.000e-02, eta: 2 days, 6:03:11, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3061, loss: 2.3061, grad_norm: 4.1345 2020-07-25 18:53:37,036 - mmaction - INFO - Epoch [23][920/3757] lr: 2.000e-02, eta: 2 days, 6:03:00, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.9366 2020-07-25 18:53:50,395 - mmaction - INFO - Epoch [23][940/3757] lr: 2.000e-02, eta: 2 days, 6:02:47, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.0907, loss: 2.0907, grad_norm: 4.0388 2020-07-25 18:54:03,528 - mmaction - INFO - Epoch [23][960/3757] lr: 2.000e-02, eta: 2 days, 6:02:33, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.9501 2020-07-25 18:54:17,592 - mmaction - INFO - Epoch [23][980/3757] lr: 2.000e-02, eta: 2 days, 6:02:23, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.2214, loss: 2.2214, grad_norm: 3.9870 2020-07-25 18:54:31,361 - mmaction - INFO - Epoch [23][1000/3757] lr: 2.000e-02, eta: 2 days, 6:02:11, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.8798 2020-07-25 18:54:44,945 - mmaction - INFO - Epoch [23][1020/3757] lr: 2.000e-02, eta: 2 days, 6:01:59, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.9731 2020-07-25 18:54:58,194 - mmaction - INFO - Epoch [23][1040/3757] lr: 2.000e-02, eta: 2 days, 6:01:45, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7422, loss_cls: 2.1971, loss: 2.1971, grad_norm: 3.9259 2020-07-25 18:55:11,539 - mmaction - INFO - Epoch [23][1060/3757] lr: 2.000e-02, eta: 2 days, 6:01:32, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2466, loss: 2.2466, grad_norm: 4.0047 2020-07-25 18:55:24,855 - mmaction - INFO - Epoch [23][1080/3757] lr: 2.000e-02, eta: 2 days, 6:01:18, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.3245, loss: 2.3245, grad_norm: 3.9020 2020-07-25 18:55:37,790 - mmaction - INFO - Epoch [23][1100/3757] lr: 2.000e-02, eta: 2 days, 6:01:04, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.8891 2020-07-25 18:55:51,377 - mmaction - INFO - Epoch [23][1120/3757] lr: 2.000e-02, eta: 2 days, 6:00:51, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.9169 2020-07-25 18:56:04,633 - mmaction - INFO - Epoch [23][1140/3757] lr: 2.000e-02, eta: 2 days, 6:00:38, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.2758, loss: 2.2758, grad_norm: 3.9874 2020-07-25 18:56:17,653 - mmaction - INFO - Epoch [23][1160/3757] lr: 2.000e-02, eta: 2 days, 6:00:23, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1863, loss: 2.1863, grad_norm: 4.0095 2020-07-25 18:56:31,775 - mmaction - INFO - Epoch [23][1180/3757] lr: 2.000e-02, eta: 2 days, 6:00:13, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2085, loss: 2.2085, grad_norm: 4.0670 2020-07-25 18:56:45,617 - mmaction - INFO - Epoch [23][1200/3757] lr: 2.000e-02, eta: 2 days, 6:00:01, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2619, loss: 2.2619, grad_norm: 3.8712 2020-07-25 18:56:58,463 - mmaction - INFO - Epoch [23][1220/3757] lr: 2.000e-02, eta: 2 days, 5:59:46, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3206, loss: 2.3206, grad_norm: 3.9927 2020-07-25 18:57:12,954 - mmaction - INFO - Epoch [23][1240/3757] lr: 2.000e-02, eta: 2 days, 5:59:37, time: 0.727, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.9825 2020-07-25 18:57:27,075 - mmaction - INFO - Epoch [23][1260/3757] lr: 2.000e-02, eta: 2 days, 5:59:27, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2544, loss: 2.2544, grad_norm: 3.9592 2020-07-25 18:57:39,533 - mmaction - INFO - Epoch [23][1280/3757] lr: 2.000e-02, eta: 2 days, 5:59:10, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.3069, loss: 2.3069, grad_norm: 3.9541 2020-07-25 18:57:53,328 - mmaction - INFO - Epoch [23][1300/3757] lr: 2.000e-02, eta: 2 days, 5:58:58, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7359, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.9150 2020-07-25 18:58:07,372 - mmaction - INFO - Epoch [23][1320/3757] lr: 2.000e-02, eta: 2 days, 5:58:48, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1162, loss: 2.1162, grad_norm: 4.1145 2020-07-25 18:58:20,320 - mmaction - INFO - Epoch [23][1340/3757] lr: 2.000e-02, eta: 2 days, 5:58:33, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.9518 2020-07-25 18:58:33,313 - mmaction - INFO - Epoch [23][1360/3757] lr: 2.000e-02, eta: 2 days, 5:58:19, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1985, loss: 2.1985, grad_norm: 4.1906 2020-07-25 18:58:46,566 - mmaction - INFO - Epoch [23][1380/3757] lr: 2.000e-02, eta: 2 days, 5:58:05, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2494, loss: 2.2494, grad_norm: 3.8889 2020-07-25 18:59:00,193 - mmaction - INFO - Epoch [23][1400/3757] lr: 2.000e-02, eta: 2 days, 5:57:53, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.9777 2020-07-25 18:59:13,048 - mmaction - INFO - Epoch [23][1420/3757] lr: 2.000e-02, eta: 2 days, 5:57:38, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.8297 2020-07-25 18:59:27,701 - mmaction - INFO - Epoch [23][1440/3757] lr: 2.000e-02, eta: 2 days, 5:57:29, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.2980, loss: 2.2980, grad_norm: 4.0448 2020-07-25 18:59:40,644 - mmaction - INFO - Epoch [23][1460/3757] lr: 2.000e-02, eta: 2 days, 5:57:15, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.9116 2020-07-25 18:59:53,968 - mmaction - INFO - Epoch [23][1480/3757] lr: 2.000e-02, eta: 2 days, 5:57:01, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2509, loss: 2.2509, grad_norm: 4.0144 2020-07-25 19:00:12,411 - mmaction - INFO - Epoch [23][1500/3757] lr: 2.000e-02, eta: 2 days, 5:57:06, time: 0.922, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1359, loss: 2.1359, grad_norm: 4.0550 2020-07-25 19:00:25,055 - mmaction - INFO - Epoch [23][1520/3757] lr: 2.000e-02, eta: 2 days, 5:56:50, time: 0.632, data_time: 0.017, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3194, loss: 2.3194, grad_norm: 3.9730 2020-07-25 19:00:39,426 - mmaction - INFO - Epoch [23][1540/3757] lr: 2.000e-02, eta: 2 days, 5:56:40, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2728, loss: 2.2728, grad_norm: 3.9433 2020-07-25 19:00:52,204 - mmaction - INFO - Epoch [23][1560/3757] lr: 2.000e-02, eta: 2 days, 5:56:25, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7523, loss_cls: 2.1512, loss: 2.1512, grad_norm: 4.0545 2020-07-25 19:01:05,264 - mmaction - INFO - Epoch [23][1580/3757] lr: 2.000e-02, eta: 2 days, 5:56:11, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.9212 2020-07-25 19:01:20,031 - mmaction - INFO - Epoch [23][1600/3757] lr: 2.000e-02, eta: 2 days, 5:56:02, time: 0.740, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.9792 2020-07-25 19:01:33,925 - mmaction - INFO - Epoch [23][1620/3757] lr: 2.000e-02, eta: 2 days, 5:55:51, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2415, loss: 2.2415, grad_norm: 4.0204 2020-07-25 19:01:47,561 - mmaction - INFO - Epoch [23][1640/3757] lr: 2.000e-02, eta: 2 days, 5:55:39, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.8252 2020-07-25 19:02:01,629 - mmaction - INFO - Epoch [23][1660/3757] lr: 2.000e-02, eta: 2 days, 5:55:28, time: 0.703, data_time: 0.003, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1385, loss: 2.1385, grad_norm: 4.0492 2020-07-25 19:02:14,215 - mmaction - INFO - Epoch [23][1680/3757] lr: 2.000e-02, eta: 2 days, 5:55:12, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.9176 2020-07-25 19:02:27,759 - mmaction - INFO - Epoch [23][1700/3757] lr: 2.000e-02, eta: 2 days, 5:54:59, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7398, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.8913 2020-07-25 19:02:41,086 - mmaction - INFO - Epoch [23][1720/3757] lr: 2.000e-02, eta: 2 days, 5:54:46, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7273, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.9848 2020-07-25 19:02:54,734 - mmaction - INFO - Epoch [23][1740/3757] lr: 2.000e-02, eta: 2 days, 5:54:34, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.9437 2020-07-25 19:03:08,848 - mmaction - INFO - Epoch [23][1760/3757] lr: 2.000e-02, eta: 2 days, 5:54:24, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.9611 2020-07-25 19:03:21,962 - mmaction - INFO - Epoch [23][1780/3757] lr: 2.000e-02, eta: 2 days, 5:54:10, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.8712 2020-07-25 19:03:34,719 - mmaction - INFO - Epoch [23][1800/3757] lr: 2.000e-02, eta: 2 days, 5:53:54, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.8303 2020-07-25 19:03:48,099 - mmaction - INFO - Epoch [23][1820/3757] lr: 2.000e-02, eta: 2 days, 5:53:41, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2899, loss: 2.2899, grad_norm: 3.9846 2020-07-25 19:04:01,953 - mmaction - INFO - Epoch [23][1840/3757] lr: 2.000e-02, eta: 2 days, 5:53:30, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3205, loss: 2.3205, grad_norm: 4.0966 2020-07-25 19:04:15,284 - mmaction - INFO - Epoch [23][1860/3757] lr: 2.000e-02, eta: 2 days, 5:53:16, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.8584 2020-07-25 19:04:28,285 - mmaction - INFO - Epoch [23][1880/3757] lr: 2.000e-02, eta: 2 days, 5:53:02, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2540, loss: 2.2540, grad_norm: 4.0757 2020-07-25 19:04:42,616 - mmaction - INFO - Epoch [23][1900/3757] lr: 2.000e-02, eta: 2 days, 5:52:52, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7539, loss_cls: 2.1928, loss: 2.1928, grad_norm: 4.0560 2020-07-25 19:04:55,845 - mmaction - INFO - Epoch [23][1920/3757] lr: 2.000e-02, eta: 2 days, 5:52:38, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2744, loss: 2.2744, grad_norm: 3.9779 2020-07-25 19:05:09,653 - mmaction - INFO - Epoch [23][1940/3757] lr: 2.000e-02, eta: 2 days, 5:52:27, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.8744 2020-07-25 19:05:22,692 - mmaction - INFO - Epoch [23][1960/3757] lr: 2.000e-02, eta: 2 days, 5:52:12, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.8566 2020-07-25 19:05:35,953 - mmaction - INFO - Epoch [23][1980/3757] lr: 2.000e-02, eta: 2 days, 5:51:59, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2888, loss: 2.2888, grad_norm: 3.8965 2020-07-25 19:05:49,935 - mmaction - INFO - Epoch [23][2000/3757] lr: 2.000e-02, eta: 2 days, 5:51:48, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2582, loss: 2.2582, grad_norm: 4.0093 2020-07-25 19:06:03,060 - mmaction - INFO - Epoch [23][2020/3757] lr: 2.000e-02, eta: 2 days, 5:51:34, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.8913 2020-07-25 19:06:16,554 - mmaction - INFO - Epoch [23][2040/3757] lr: 2.000e-02, eta: 2 days, 5:51:21, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7133, loss_cls: 2.2629, loss: 2.2629, grad_norm: 4.0368 2020-07-25 19:06:29,859 - mmaction - INFO - Epoch [23][2060/3757] lr: 2.000e-02, eta: 2 days, 5:51:08, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.2744, loss: 2.2744, grad_norm: 3.9119 2020-07-25 19:06:43,792 - mmaction - INFO - Epoch [23][2080/3757] lr: 2.000e-02, eta: 2 days, 5:50:56, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1514, loss: 2.1514, grad_norm: 3.9614 2020-07-25 19:06:57,654 - mmaction - INFO - Epoch [23][2100/3757] lr: 2.000e-02, eta: 2 days, 5:50:45, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2666, loss: 2.2666, grad_norm: 4.0772 2020-07-25 19:07:11,333 - mmaction - INFO - Epoch [23][2120/3757] lr: 2.000e-02, eta: 2 days, 5:50:33, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7594, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.9726 2020-07-25 19:07:24,488 - mmaction - INFO - Epoch [23][2140/3757] lr: 2.000e-02, eta: 2 days, 5:50:19, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7516, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.9503 2020-07-25 19:07:37,548 - mmaction - INFO - Epoch [23][2160/3757] lr: 2.000e-02, eta: 2 days, 5:50:04, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.9939 2020-07-25 19:07:52,988 - mmaction - INFO - Epoch [23][2180/3757] lr: 2.000e-02, eta: 2 days, 5:49:59, time: 0.775, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.8870 2020-07-25 19:08:05,742 - mmaction - INFO - Epoch [23][2200/3757] lr: 2.000e-02, eta: 2 days, 5:49:43, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2257, loss: 2.2257, grad_norm: 4.1255 2020-07-25 19:08:19,566 - mmaction - INFO - Epoch [23][2220/3757] lr: 2.000e-02, eta: 2 days, 5:49:32, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7227, loss_cls: 2.2571, loss: 2.2571, grad_norm: 3.9406 2020-07-25 19:08:32,940 - mmaction - INFO - Epoch [23][2240/3757] lr: 2.000e-02, eta: 2 days, 5:49:18, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.9456 2020-07-25 19:08:46,465 - mmaction - INFO - Epoch [23][2260/3757] lr: 2.000e-02, eta: 2 days, 5:49:06, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.2850, loss: 2.2850, grad_norm: 4.0780 2020-07-25 19:09:01,331 - mmaction - INFO - Epoch [23][2280/3757] lr: 2.000e-02, eta: 2 days, 5:48:58, time: 0.741, data_time: 0.087, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.9722 2020-07-25 19:09:14,377 - mmaction - INFO - Epoch [23][2300/3757] lr: 2.000e-02, eta: 2 days, 5:48:44, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2504, loss: 2.2504, grad_norm: 4.0906 2020-07-25 19:09:27,965 - mmaction - INFO - Epoch [23][2320/3757] lr: 2.000e-02, eta: 2 days, 5:48:31, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.9179 2020-07-25 19:09:40,995 - mmaction - INFO - Epoch [23][2340/3757] lr: 2.000e-02, eta: 2 days, 5:48:17, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2950, loss: 2.2950, grad_norm: 3.9949 2020-07-25 19:09:55,454 - mmaction - INFO - Epoch [23][2360/3757] lr: 2.000e-02, eta: 2 days, 5:48:07, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2098, loss: 2.2098, grad_norm: 4.0077 2020-07-25 19:10:08,359 - mmaction - INFO - Epoch [23][2380/3757] lr: 2.000e-02, eta: 2 days, 5:47:52, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.2065, loss: 2.2065, grad_norm: 4.0113 2020-07-25 19:10:21,459 - mmaction - INFO - Epoch [23][2400/3757] lr: 2.000e-02, eta: 2 days, 5:47:38, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.8760 2020-07-25 19:10:35,055 - mmaction - INFO - Epoch [23][2420/3757] lr: 2.000e-02, eta: 2 days, 5:47:26, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.9439 2020-07-25 19:10:49,130 - mmaction - INFO - Epoch [23][2440/3757] lr: 2.000e-02, eta: 2 days, 5:47:15, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.9959 2020-07-25 19:11:02,236 - mmaction - INFO - Epoch [23][2460/3757] lr: 2.000e-02, eta: 2 days, 5:47:01, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2596, loss: 2.2596, grad_norm: 4.0646 2020-07-25 19:11:15,940 - mmaction - INFO - Epoch [23][2480/3757] lr: 2.000e-02, eta: 2 days, 5:46:49, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3391, loss: 2.3391, grad_norm: 3.8931 2020-07-25 19:11:29,631 - mmaction - INFO - Epoch [23][2500/3757] lr: 2.000e-02, eta: 2 days, 5:46:37, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.8960 2020-07-25 19:11:43,763 - mmaction - INFO - Epoch [23][2520/3757] lr: 2.000e-02, eta: 2 days, 5:46:26, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.2045, loss: 2.2045, grad_norm: 4.0126 2020-07-25 19:11:56,617 - mmaction - INFO - Epoch [23][2540/3757] lr: 2.000e-02, eta: 2 days, 5:46:11, time: 0.643, data_time: 0.002, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2785, loss: 2.2785, grad_norm: 3.9192 2020-07-25 19:12:10,181 - mmaction - INFO - Epoch [23][2560/3757] lr: 2.000e-02, eta: 2 days, 5:45:59, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.9760 2020-07-25 19:12:23,887 - mmaction - INFO - Epoch [23][2580/3757] lr: 2.000e-02, eta: 2 days, 5:45:47, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.2765, loss: 2.2765, grad_norm: 3.9322 2020-07-25 19:12:37,870 - mmaction - INFO - Epoch [23][2600/3757] lr: 2.000e-02, eta: 2 days, 5:45:36, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2327, loss: 2.2327, grad_norm: 4.0097 2020-07-25 19:12:52,121 - mmaction - INFO - Epoch [23][2620/3757] lr: 2.000e-02, eta: 2 days, 5:45:26, time: 0.712, data_time: 0.003, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.3136, loss: 2.3136, grad_norm: 4.0976 2020-07-25 19:13:06,027 - mmaction - INFO - Epoch [23][2640/3757] lr: 2.000e-02, eta: 2 days, 5:45:14, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0933, loss: 2.0933, grad_norm: 3.8000 2020-07-25 19:13:19,401 - mmaction - INFO - Epoch [23][2660/3757] lr: 2.000e-02, eta: 2 days, 5:45:01, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2523, loss: 2.2523, grad_norm: 4.0626 2020-07-25 19:13:33,665 - mmaction - INFO - Epoch [23][2680/3757] lr: 2.000e-02, eta: 2 days, 5:44:51, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.9354 2020-07-25 19:13:46,628 - mmaction - INFO - Epoch [23][2700/3757] lr: 2.000e-02, eta: 2 days, 5:44:36, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.8686 2020-07-25 19:13:59,723 - mmaction - INFO - Epoch [23][2720/3757] lr: 2.000e-02, eta: 2 days, 5:44:22, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3377, loss: 2.3377, grad_norm: 3.8540 2020-07-25 19:14:12,929 - mmaction - INFO - Epoch [23][2740/3757] lr: 2.000e-02, eta: 2 days, 5:44:09, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7164, loss_cls: 2.3308, loss: 2.3308, grad_norm: 4.0156 2020-07-25 19:14:26,977 - mmaction - INFO - Epoch [23][2760/3757] lr: 2.000e-02, eta: 2 days, 5:43:58, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3152, loss: 2.3152, grad_norm: 3.8688 2020-07-25 19:14:40,136 - mmaction - INFO - Epoch [23][2780/3757] lr: 2.000e-02, eta: 2 days, 5:43:44, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.9617 2020-07-25 19:14:53,881 - mmaction - INFO - Epoch [23][2800/3757] lr: 2.000e-02, eta: 2 days, 5:43:32, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2861, loss: 2.2861, grad_norm: 4.0236 2020-07-25 19:15:07,123 - mmaction - INFO - Epoch [23][2820/3757] lr: 2.000e-02, eta: 2 days, 5:43:18, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.8172 2020-07-25 19:15:21,442 - mmaction - INFO - Epoch [23][2840/3757] lr: 2.000e-02, eta: 2 days, 5:43:08, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2833, loss: 2.2833, grad_norm: 4.1150 2020-07-25 19:15:34,723 - mmaction - INFO - Epoch [23][2860/3757] lr: 2.000e-02, eta: 2 days, 5:42:55, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.3167, loss: 2.3167, grad_norm: 4.0432 2020-07-25 19:15:48,348 - mmaction - INFO - Epoch [23][2880/3757] lr: 2.000e-02, eta: 2 days, 5:42:42, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.6953, loss_cls: 2.3240, loss: 2.3240, grad_norm: 4.0052 2020-07-25 19:16:01,714 - mmaction - INFO - Epoch [23][2900/3757] lr: 2.000e-02, eta: 2 days, 5:42:29, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3115, loss: 2.3115, grad_norm: 4.1460 2020-07-25 19:16:14,760 - mmaction - INFO - Epoch [23][2920/3757] lr: 2.000e-02, eta: 2 days, 5:42:15, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7125, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.9681 2020-07-25 19:16:28,069 - mmaction - INFO - Epoch [23][2940/3757] lr: 2.000e-02, eta: 2 days, 5:42:02, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2681, loss: 2.2681, grad_norm: 4.0083 2020-07-25 19:16:41,421 - mmaction - INFO - Epoch [23][2960/3757] lr: 2.000e-02, eta: 2 days, 5:41:48, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.9967 2020-07-25 19:16:55,118 - mmaction - INFO - Epoch [23][2980/3757] lr: 2.000e-02, eta: 2 days, 5:41:36, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.9836 2020-07-25 19:17:08,176 - mmaction - INFO - Epoch [23][3000/3757] lr: 2.000e-02, eta: 2 days, 5:41:22, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7344, loss_cls: 2.3115, loss: 2.3115, grad_norm: 3.9323 2020-07-25 19:17:21,243 - mmaction - INFO - Epoch [23][3020/3757] lr: 2.000e-02, eta: 2 days, 5:41:08, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3772, loss: 2.3772, grad_norm: 3.9664 2020-07-25 19:17:34,389 - mmaction - INFO - Epoch [23][3040/3757] lr: 2.000e-02, eta: 2 days, 5:40:54, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.8352 2020-07-25 19:17:48,707 - mmaction - INFO - Epoch [23][3060/3757] lr: 2.000e-02, eta: 2 days, 5:40:44, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.2828, loss: 2.2828, grad_norm: 3.9793 2020-07-25 19:18:01,601 - mmaction - INFO - Epoch [23][3080/3757] lr: 2.000e-02, eta: 2 days, 5:40:29, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.2861, loss: 2.2861, grad_norm: 3.9811 2020-07-25 19:18:14,762 - mmaction - INFO - Epoch [23][3100/3757] lr: 2.000e-02, eta: 2 days, 5:40:15, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3790, loss: 2.3790, grad_norm: 4.0203 2020-07-25 19:18:29,581 - mmaction - INFO - Epoch [23][3120/3757] lr: 2.000e-02, eta: 2 days, 5:40:07, time: 0.740, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.8229 2020-07-25 19:18:42,338 - mmaction - INFO - Epoch [23][3140/3757] lr: 2.000e-02, eta: 2 days, 5:39:52, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.9745 2020-07-25 19:18:55,488 - mmaction - INFO - Epoch [23][3160/3757] lr: 2.000e-02, eta: 2 days, 5:39:38, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.8597 2020-07-25 19:19:08,687 - mmaction - INFO - Epoch [23][3180/3757] lr: 2.000e-02, eta: 2 days, 5:39:24, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2517, loss: 2.2517, grad_norm: 4.0068 2020-07-25 19:19:21,970 - mmaction - INFO - Epoch [23][3200/3757] lr: 2.000e-02, eta: 2 days, 5:39:10, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2831, loss: 2.2831, grad_norm: 4.0255 2020-07-25 19:19:36,304 - mmaction - INFO - Epoch [23][3220/3757] lr: 2.000e-02, eta: 2 days, 5:39:01, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7352, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.9032 2020-07-25 19:19:50,035 - mmaction - INFO - Epoch [23][3240/3757] lr: 2.000e-02, eta: 2 days, 5:38:49, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.1340, loss: 2.1340, grad_norm: 4.0125 2020-07-25 19:20:03,017 - mmaction - INFO - Epoch [23][3260/3757] lr: 2.000e-02, eta: 2 days, 5:38:34, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1451, loss: 2.1451, grad_norm: 3.9267 2020-07-25 19:20:16,238 - mmaction - INFO - Epoch [23][3280/3757] lr: 2.000e-02, eta: 2 days, 5:38:20, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2564, loss: 2.2564, grad_norm: 3.9892 2020-07-25 19:20:29,474 - mmaction - INFO - Epoch [23][3300/3757] lr: 2.000e-02, eta: 2 days, 5:38:07, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.9742 2020-07-25 19:20:43,613 - mmaction - INFO - Epoch [23][3320/3757] lr: 2.000e-02, eta: 2 days, 5:37:56, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.9420 2020-07-25 19:20:58,112 - mmaction - INFO - Epoch [23][3340/3757] lr: 2.000e-02, eta: 2 days, 5:37:47, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.2769, loss: 2.2769, grad_norm: 3.9106 2020-07-25 19:21:10,924 - mmaction - INFO - Epoch [23][3360/3757] lr: 2.000e-02, eta: 2 days, 5:37:32, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7312, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.9820 2020-07-25 19:21:24,589 - mmaction - INFO - Epoch [23][3380/3757] lr: 2.000e-02, eta: 2 days, 5:37:20, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.8262 2020-07-25 19:21:38,567 - mmaction - INFO - Epoch [23][3400/3757] lr: 2.000e-02, eta: 2 days, 5:37:08, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.8271 2020-07-25 19:21:52,353 - mmaction - INFO - Epoch [23][3420/3757] lr: 2.000e-02, eta: 2 days, 5:36:57, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.9359 2020-07-25 19:22:05,490 - mmaction - INFO - Epoch [23][3440/3757] lr: 2.000e-02, eta: 2 days, 5:36:42, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.9154 2020-07-25 19:22:20,029 - mmaction - INFO - Epoch [23][3460/3757] lr: 2.000e-02, eta: 2 days, 5:36:33, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2117, loss: 2.2117, grad_norm: 4.1300 2020-07-25 19:22:32,830 - mmaction - INFO - Epoch [23][3480/3757] lr: 2.000e-02, eta: 2 days, 5:36:18, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.9873 2020-07-25 19:22:47,662 - mmaction - INFO - Epoch [23][3500/3757] lr: 2.000e-02, eta: 2 days, 5:36:10, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.8741 2020-07-25 19:23:00,943 - mmaction - INFO - Epoch [23][3520/3757] lr: 2.000e-02, eta: 2 days, 5:35:57, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.9027 2020-07-25 19:23:14,611 - mmaction - INFO - Epoch [23][3540/3757] lr: 2.000e-02, eta: 2 days, 5:35:44, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.3265, loss: 2.3265, grad_norm: 3.9848 2020-07-25 19:23:28,725 - mmaction - INFO - Epoch [23][3560/3757] lr: 2.000e-02, eta: 2 days, 5:35:34, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.8199 2020-07-25 19:23:42,151 - mmaction - INFO - Epoch [23][3580/3757] lr: 2.000e-02, eta: 2 days, 5:35:20, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3228, loss: 2.3228, grad_norm: 3.8924 2020-07-25 19:23:55,102 - mmaction - INFO - Epoch [23][3600/3757] lr: 2.000e-02, eta: 2 days, 5:35:06, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.9651 2020-07-25 19:24:09,567 - mmaction - INFO - Epoch [23][3620/3757] lr: 2.000e-02, eta: 2 days, 5:34:56, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.2039, loss: 2.2039, grad_norm: 4.0340 2020-07-25 19:24:23,360 - mmaction - INFO - Epoch [23][3640/3757] lr: 2.000e-02, eta: 2 days, 5:34:45, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2594, loss: 2.2594, grad_norm: 4.0277 2020-07-25 19:24:37,329 - mmaction - INFO - Epoch [23][3660/3757] lr: 2.000e-02, eta: 2 days, 5:34:33, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.7629 2020-07-25 19:24:51,505 - mmaction - INFO - Epoch [23][3680/3757] lr: 2.000e-02, eta: 2 days, 5:34:23, time: 0.713, data_time: 0.009, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.8909 2020-07-25 19:25:05,331 - mmaction - INFO - Epoch [23][3700/3757] lr: 2.000e-02, eta: 2 days, 5:34:11, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3462, loss: 2.3462, grad_norm: 3.8820 2020-07-25 19:25:19,104 - mmaction - INFO - Epoch [23][3720/3757] lr: 2.000e-02, eta: 2 days, 5:34:00, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2455, loss: 2.2455, grad_norm: 3.9038 2020-07-25 19:25:33,602 - mmaction - INFO - Epoch [23][3740/3757] lr: 2.000e-02, eta: 2 days, 5:33:50, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.4445, top5_acc: 0.6977, loss_cls: 2.3943, loss: 2.3943, grad_norm: 3.9976 2020-07-25 19:25:44,637 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-07-25 19:26:10,391 - mmaction - INFO - Epoch [24][20/3757] lr: 2.000e-02, eta: 2 days, 5:33:23, time: 1.204, data_time: 0.548, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.9430 2020-07-25 19:26:23,574 - mmaction - INFO - Epoch [24][40/3757] lr: 2.000e-02, eta: 2 days, 5:33:09, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2369, loss: 2.2369, grad_norm: 4.0058 2020-07-25 19:26:36,175 - mmaction - INFO - Epoch [24][60/3757] lr: 2.000e-02, eta: 2 days, 5:32:53, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.9205 2020-07-25 19:26:49,237 - mmaction - INFO - Epoch [24][80/3757] lr: 2.000e-02, eta: 2 days, 5:32:40, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.9111 2020-07-25 19:27:02,839 - mmaction - INFO - Epoch [24][100/3757] lr: 2.000e-02, eta: 2 days, 5:32:27, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.8279 2020-07-25 19:27:16,917 - mmaction - INFO - Epoch [24][120/3757] lr: 2.000e-02, eta: 2 days, 5:32:16, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1186, loss: 2.1186, grad_norm: 4.0156 2020-07-25 19:27:29,644 - mmaction - INFO - Epoch [24][140/3757] lr: 2.000e-02, eta: 2 days, 5:32:01, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.8018 2020-07-25 19:27:43,556 - mmaction - INFO - Epoch [24][160/3757] lr: 2.000e-02, eta: 2 days, 5:31:49, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.9608 2020-07-25 19:27:56,646 - mmaction - INFO - Epoch [24][180/3757] lr: 2.000e-02, eta: 2 days, 5:31:35, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.9746 2020-07-25 19:28:09,749 - mmaction - INFO - Epoch [24][200/3757] lr: 2.000e-02, eta: 2 days, 5:31:21, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1693, loss: 2.1693, grad_norm: 4.1180 2020-07-25 19:28:23,114 - mmaction - INFO - Epoch [24][220/3757] lr: 2.000e-02, eta: 2 days, 5:31:08, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1992, loss: 2.1992, grad_norm: 4.1036 2020-07-25 19:28:36,736 - mmaction - INFO - Epoch [24][240/3757] lr: 2.000e-02, eta: 2 days, 5:30:56, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.1899, loss: 2.1899, grad_norm: 4.1431 2020-07-25 19:28:50,890 - mmaction - INFO - Epoch [24][260/3757] lr: 2.000e-02, eta: 2 days, 5:30:45, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.9608 2020-07-25 19:29:03,771 - mmaction - INFO - Epoch [24][280/3757] lr: 2.000e-02, eta: 2 days, 5:30:30, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.9149 2020-07-25 19:29:16,755 - mmaction - INFO - Epoch [24][300/3757] lr: 2.000e-02, eta: 2 days, 5:30:16, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7328, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.8678 2020-07-25 19:29:30,585 - mmaction - INFO - Epoch [24][320/3757] lr: 2.000e-02, eta: 2 days, 5:30:04, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2001, loss: 2.2001, grad_norm: 4.1077 2020-07-25 19:29:44,328 - mmaction - INFO - Epoch [24][340/3757] lr: 2.000e-02, eta: 2 days, 5:29:52, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.9323 2020-07-25 19:29:57,292 - mmaction - INFO - Epoch [24][360/3757] lr: 2.000e-02, eta: 2 days, 5:29:37, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7242, loss_cls: 2.2714, loss: 2.2714, grad_norm: 4.0803 2020-07-25 19:30:10,895 - mmaction - INFO - Epoch [24][380/3757] lr: 2.000e-02, eta: 2 days, 5:29:25, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.9600 2020-07-25 19:30:25,356 - mmaction - INFO - Epoch [24][400/3757] lr: 2.000e-02, eta: 2 days, 5:29:16, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2747, loss: 2.2747, grad_norm: 4.0924 2020-07-25 19:30:38,437 - mmaction - INFO - Epoch [24][420/3757] lr: 2.000e-02, eta: 2 days, 5:29:01, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.9755 2020-07-25 19:30:52,146 - mmaction - INFO - Epoch [24][440/3757] lr: 2.000e-02, eta: 2 days, 5:28:49, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7211, loss_cls: 2.2344, loss: 2.2344, grad_norm: 4.0466 2020-07-25 19:31:05,149 - mmaction - INFO - Epoch [24][460/3757] lr: 2.000e-02, eta: 2 days, 5:28:35, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.0131 2020-07-25 19:31:18,943 - mmaction - INFO - Epoch [24][480/3757] lr: 2.000e-02, eta: 2 days, 5:28:23, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1300, loss: 2.1300, grad_norm: 4.0093 2020-07-25 19:31:32,050 - mmaction - INFO - Epoch [24][500/3757] lr: 2.000e-02, eta: 2 days, 5:28:09, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.9533 2020-07-25 19:31:45,444 - mmaction - INFO - Epoch [24][520/3757] lr: 2.000e-02, eta: 2 days, 5:27:56, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1764, loss: 2.1764, grad_norm: 4.0666 2020-07-25 19:31:58,466 - mmaction - INFO - Epoch [24][540/3757] lr: 2.000e-02, eta: 2 days, 5:27:42, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.9877 2020-07-25 19:32:12,337 - mmaction - INFO - Epoch [24][560/3757] lr: 2.000e-02, eta: 2 days, 5:27:30, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.9512 2020-07-25 19:32:26,023 - mmaction - INFO - Epoch [24][580/3757] lr: 2.000e-02, eta: 2 days, 5:27:18, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7508, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.9411 2020-07-25 19:32:39,422 - mmaction - INFO - Epoch [24][600/3757] lr: 2.000e-02, eta: 2 days, 5:27:05, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3072, loss: 2.3072, grad_norm: 3.9057 2020-07-25 19:32:52,562 - mmaction - INFO - Epoch [24][620/3757] lr: 2.000e-02, eta: 2 days, 5:26:51, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.8033 2020-07-25 19:33:06,153 - mmaction - INFO - Epoch [24][640/3757] lr: 2.000e-02, eta: 2 days, 5:26:38, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.8446 2020-07-25 19:33:19,497 - mmaction - INFO - Epoch [24][660/3757] lr: 2.000e-02, eta: 2 days, 5:26:25, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.2189, loss: 2.2189, grad_norm: 4.0427 2020-07-25 19:33:33,057 - mmaction - INFO - Epoch [24][680/3757] lr: 2.000e-02, eta: 2 days, 5:26:12, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.2895, loss: 2.2895, grad_norm: 3.8858 2020-07-25 19:33:46,830 - mmaction - INFO - Epoch [24][700/3757] lr: 2.000e-02, eta: 2 days, 5:26:01, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.0195 2020-07-25 19:34:00,807 - mmaction - INFO - Epoch [24][720/3757] lr: 2.000e-02, eta: 2 days, 5:25:49, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.8966 2020-07-25 19:34:13,937 - mmaction - INFO - Epoch [24][740/3757] lr: 2.000e-02, eta: 2 days, 5:25:35, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7094, loss_cls: 2.2698, loss: 2.2698, grad_norm: 4.1363 2020-07-25 19:34:28,167 - mmaction - INFO - Epoch [24][760/3757] lr: 2.000e-02, eta: 2 days, 5:25:25, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.9253 2020-07-25 19:34:42,115 - mmaction - INFO - Epoch [24][780/3757] lr: 2.000e-02, eta: 2 days, 5:25:14, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.1179, loss: 2.1179, grad_norm: 3.8625 2020-07-25 19:34:56,085 - mmaction - INFO - Epoch [24][800/3757] lr: 2.000e-02, eta: 2 days, 5:25:03, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.9537 2020-07-25 19:35:10,221 - mmaction - INFO - Epoch [24][820/3757] lr: 2.000e-02, eta: 2 days, 5:24:52, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.9943 2020-07-25 19:35:24,217 - mmaction - INFO - Epoch [24][840/3757] lr: 2.000e-02, eta: 2 days, 5:24:41, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3155, loss: 2.3155, grad_norm: 3.9244 2020-07-25 19:35:37,834 - mmaction - INFO - Epoch [24][860/3757] lr: 2.000e-02, eta: 2 days, 5:24:28, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.8776 2020-07-25 19:35:50,989 - mmaction - INFO - Epoch [24][880/3757] lr: 2.000e-02, eta: 2 days, 5:24:14, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.9481 2020-07-25 19:36:04,075 - mmaction - INFO - Epoch [24][900/3757] lr: 2.000e-02, eta: 2 days, 5:24:00, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.2613, loss: 2.2613, grad_norm: 4.0739 2020-07-25 19:36:18,558 - mmaction - INFO - Epoch [24][920/3757] lr: 2.000e-02, eta: 2 days, 5:23:51, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.2058, loss: 2.2058, grad_norm: 4.3980 2020-07-25 19:36:31,301 - mmaction - INFO - Epoch [24][940/3757] lr: 2.000e-02, eta: 2 days, 5:23:35, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.1922, loss: 2.1922, grad_norm: 4.0285 2020-07-25 19:36:44,774 - mmaction - INFO - Epoch [24][960/3757] lr: 2.000e-02, eta: 2 days, 5:23:23, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7117, loss_cls: 2.3003, loss: 2.3003, grad_norm: 3.9271 2020-07-25 19:36:57,912 - mmaction - INFO - Epoch [24][980/3757] lr: 2.000e-02, eta: 2 days, 5:23:08, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.7944 2020-07-25 19:37:11,985 - mmaction - INFO - Epoch [24][1000/3757] lr: 2.000e-02, eta: 2 days, 5:22:58, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7422, loss_cls: 2.2113, loss: 2.2113, grad_norm: 4.0677 2020-07-25 19:37:25,844 - mmaction - INFO - Epoch [24][1020/3757] lr: 2.000e-02, eta: 2 days, 5:22:46, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2584, loss: 2.2584, grad_norm: 4.0054 2020-07-25 19:37:39,962 - mmaction - INFO - Epoch [24][1040/3757] lr: 2.000e-02, eta: 2 days, 5:22:35, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3700, loss: 2.3700, grad_norm: 4.0990 2020-07-25 19:37:54,615 - mmaction - INFO - Epoch [24][1060/3757] lr: 2.000e-02, eta: 2 days, 5:22:26, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.9172 2020-07-25 19:38:07,562 - mmaction - INFO - Epoch [24][1080/3757] lr: 2.000e-02, eta: 2 days, 5:22:12, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7492, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.1734 2020-07-25 19:38:21,033 - mmaction - INFO - Epoch [24][1100/3757] lr: 2.000e-02, eta: 2 days, 5:21:59, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.2661, loss: 2.2661, grad_norm: 4.0248 2020-07-25 19:38:35,091 - mmaction - INFO - Epoch [24][1120/3757] lr: 2.000e-02, eta: 2 days, 5:21:48, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.3394, loss: 2.3394, grad_norm: 4.0625 2020-07-25 19:38:48,015 - mmaction - INFO - Epoch [24][1140/3757] lr: 2.000e-02, eta: 2 days, 5:21:33, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2209, loss: 2.2209, grad_norm: 4.0236 2020-07-25 19:39:01,911 - mmaction - INFO - Epoch [24][1160/3757] lr: 2.000e-02, eta: 2 days, 5:21:22, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.9196 2020-07-25 19:39:15,428 - mmaction - INFO - Epoch [24][1180/3757] lr: 2.000e-02, eta: 2 days, 5:21:09, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.3234, loss: 2.3234, grad_norm: 4.0289 2020-07-25 19:39:28,293 - mmaction - INFO - Epoch [24][1200/3757] lr: 2.000e-02, eta: 2 days, 5:20:54, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.9605 2020-07-25 19:39:41,665 - mmaction - INFO - Epoch [24][1220/3757] lr: 2.000e-02, eta: 2 days, 5:20:41, time: 0.668, data_time: 0.021, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1283, loss: 2.1283, grad_norm: 4.0792 2020-07-25 19:39:56,453 - mmaction - INFO - Epoch [24][1240/3757] lr: 2.000e-02, eta: 2 days, 5:20:33, time: 0.741, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2449, loss: 2.2449, grad_norm: 4.0915 2020-07-25 19:40:10,141 - mmaction - INFO - Epoch [24][1260/3757] lr: 2.000e-02, eta: 2 days, 5:20:20, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.8832 2020-07-25 19:40:23,545 - mmaction - INFO - Epoch [24][1280/3757] lr: 2.000e-02, eta: 2 days, 5:20:07, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2485, loss: 2.2485, grad_norm: 4.0338 2020-07-25 19:40:37,380 - mmaction - INFO - Epoch [24][1300/3757] lr: 2.000e-02, eta: 2 days, 5:19:55, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2739, loss: 2.2739, grad_norm: 3.7758 2020-07-25 19:40:50,390 - mmaction - INFO - Epoch [24][1320/3757] lr: 2.000e-02, eta: 2 days, 5:19:41, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.3037, loss: 2.3037, grad_norm: 3.9552 2020-07-25 19:41:05,180 - mmaction - INFO - Epoch [24][1340/3757] lr: 2.000e-02, eta: 2 days, 5:19:32, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7469, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.8065 2020-07-25 19:41:19,476 - mmaction - INFO - Epoch [24][1360/3757] lr: 2.000e-02, eta: 2 days, 5:19:22, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.8876 2020-07-25 19:41:32,277 - mmaction - INFO - Epoch [24][1380/3757] lr: 2.000e-02, eta: 2 days, 5:19:07, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7492, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.9967 2020-07-25 19:41:45,326 - mmaction - INFO - Epoch [24][1400/3757] lr: 2.000e-02, eta: 2 days, 5:18:53, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1928, loss: 2.1928, grad_norm: 4.0313 2020-07-25 19:41:58,606 - mmaction - INFO - Epoch [24][1420/3757] lr: 2.000e-02, eta: 2 days, 5:18:39, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2293, loss: 2.2293, grad_norm: 4.0391 2020-07-25 19:42:12,265 - mmaction - INFO - Epoch [24][1440/3757] lr: 2.000e-02, eta: 2 days, 5:18:27, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2991, loss: 2.2991, grad_norm: 4.0787 2020-07-25 19:42:26,737 - mmaction - INFO - Epoch [24][1460/3757] lr: 2.000e-02, eta: 2 days, 5:18:17, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7180, loss_cls: 2.3101, loss: 2.3101, grad_norm: 4.0033 2020-07-25 19:42:40,688 - mmaction - INFO - Epoch [24][1480/3757] lr: 2.000e-02, eta: 2 days, 5:18:06, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.2027, loss: 2.2027, grad_norm: 4.0269 2020-07-25 19:42:55,565 - mmaction - INFO - Epoch [24][1500/3757] lr: 2.000e-02, eta: 2 days, 5:17:58, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2330, loss: 2.2330, grad_norm: 4.0138 2020-07-25 19:43:08,207 - mmaction - INFO - Epoch [24][1520/3757] lr: 2.000e-02, eta: 2 days, 5:17:42, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2207, loss: 2.2207, grad_norm: 3.9680 2020-07-25 19:43:21,586 - mmaction - INFO - Epoch [24][1540/3757] lr: 2.000e-02, eta: 2 days, 5:17:29, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2148, loss: 2.2148, grad_norm: 4.0148 2020-07-25 19:43:34,687 - mmaction - INFO - Epoch [24][1560/3757] lr: 2.000e-02, eta: 2 days, 5:17:15, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.1365, loss: 2.1365, grad_norm: 4.0667 2020-07-25 19:43:49,716 - mmaction - INFO - Epoch [24][1580/3757] lr: 2.000e-02, eta: 2 days, 5:17:07, time: 0.751, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1315, loss: 2.1315, grad_norm: 4.1015 2020-07-25 19:44:02,485 - mmaction - INFO - Epoch [24][1600/3757] lr: 2.000e-02, eta: 2 days, 5:16:52, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.8976 2020-07-25 19:44:16,107 - mmaction - INFO - Epoch [24][1620/3757] lr: 2.000e-02, eta: 2 days, 5:16:40, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7422, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.8432 2020-07-25 19:44:29,100 - mmaction - INFO - Epoch [24][1640/3757] lr: 2.000e-02, eta: 2 days, 5:16:25, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2442, loss: 2.2442, grad_norm: 4.1131 2020-07-25 19:44:42,415 - mmaction - INFO - Epoch [24][1660/3757] lr: 2.000e-02, eta: 2 days, 5:16:12, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.9957 2020-07-25 19:44:55,530 - mmaction - INFO - Epoch [24][1680/3757] lr: 2.000e-02, eta: 2 days, 5:15:58, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.9764 2020-07-25 19:45:09,530 - mmaction - INFO - Epoch [24][1700/3757] lr: 2.000e-02, eta: 2 days, 5:15:47, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.2708, loss: 2.2708, grad_norm: 4.1958 2020-07-25 19:45:23,306 - mmaction - INFO - Epoch [24][1720/3757] lr: 2.000e-02, eta: 2 days, 5:15:35, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.2934, loss: 2.2934, grad_norm: 4.1096 2020-07-25 19:45:38,802 - mmaction - INFO - Epoch [24][1740/3757] lr: 2.000e-02, eta: 2 days, 5:15:28, time: 0.772, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.8517 2020-07-25 19:45:52,082 - mmaction - INFO - Epoch [24][1760/3757] lr: 2.000e-02, eta: 2 days, 5:15:15, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.2949, loss: 2.2949, grad_norm: 4.1520 2020-07-25 19:46:05,641 - mmaction - INFO - Epoch [24][1780/3757] lr: 2.000e-02, eta: 2 days, 5:15:02, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.8931 2020-07-25 19:46:19,247 - mmaction - INFO - Epoch [24][1800/3757] lr: 2.000e-02, eta: 2 days, 5:14:50, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.9297 2020-07-25 19:46:33,218 - mmaction - INFO - Epoch [24][1820/3757] lr: 2.000e-02, eta: 2 days, 5:14:39, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.9643 2020-07-25 19:46:46,724 - mmaction - INFO - Epoch [24][1840/3757] lr: 2.000e-02, eta: 2 days, 5:14:26, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.8394 2020-07-25 19:47:00,339 - mmaction - INFO - Epoch [24][1860/3757] lr: 2.000e-02, eta: 2 days, 5:14:13, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.9497 2020-07-25 19:47:14,277 - mmaction - INFO - Epoch [24][1880/3757] lr: 2.000e-02, eta: 2 days, 5:14:02, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.8363 2020-07-25 19:47:28,790 - mmaction - INFO - Epoch [24][1900/3757] lr: 2.000e-02, eta: 2 days, 5:13:53, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2768, loss: 2.2768, grad_norm: 4.0025 2020-07-25 19:47:41,561 - mmaction - INFO - Epoch [24][1920/3757] lr: 2.000e-02, eta: 2 days, 5:13:37, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7367, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.7974 2020-07-25 19:47:55,576 - mmaction - INFO - Epoch [24][1940/3757] lr: 2.000e-02, eta: 2 days, 5:13:26, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.9954 2020-07-25 19:48:09,133 - mmaction - INFO - Epoch [24][1960/3757] lr: 2.000e-02, eta: 2 days, 5:13:14, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.9144 2020-07-25 19:48:22,167 - mmaction - INFO - Epoch [24][1980/3757] lr: 2.000e-02, eta: 2 days, 5:12:59, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.8949 2020-07-25 19:48:35,919 - mmaction - INFO - Epoch [24][2000/3757] lr: 2.000e-02, eta: 2 days, 5:12:47, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2752, loss: 2.2752, grad_norm: 3.8885 2020-07-25 19:48:48,985 - mmaction - INFO - Epoch [24][2020/3757] lr: 2.000e-02, eta: 2 days, 5:12:33, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.8209 2020-07-25 19:49:02,732 - mmaction - INFO - Epoch [24][2040/3757] lr: 2.000e-02, eta: 2 days, 5:12:21, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2594, loss: 2.2594, grad_norm: 3.9894 2020-07-25 19:49:15,979 - mmaction - INFO - Epoch [24][2060/3757] lr: 2.000e-02, eta: 2 days, 5:12:07, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.9380 2020-07-25 19:49:29,609 - mmaction - INFO - Epoch [24][2080/3757] lr: 2.000e-02, eta: 2 days, 5:11:55, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.8935 2020-07-25 19:49:43,273 - mmaction - INFO - Epoch [24][2100/3757] lr: 2.000e-02, eta: 2 days, 5:11:43, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7555, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.9171 2020-07-25 19:49:56,997 - mmaction - INFO - Epoch [24][2120/3757] lr: 2.000e-02, eta: 2 days, 5:11:31, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2447, loss: 2.2447, grad_norm: 4.0247 2020-07-25 19:50:09,947 - mmaction - INFO - Epoch [24][2140/3757] lr: 2.000e-02, eta: 2 days, 5:11:16, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0840, loss: 2.0840, grad_norm: 3.9030 2020-07-25 19:50:23,865 - mmaction - INFO - Epoch [24][2160/3757] lr: 2.000e-02, eta: 2 days, 5:11:05, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2197, loss: 2.2197, grad_norm: 3.9264 2020-07-25 19:50:37,591 - mmaction - INFO - Epoch [24][2180/3757] lr: 2.000e-02, eta: 2 days, 5:10:53, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.3006, loss: 2.3006, grad_norm: 3.9505 2020-07-25 19:50:50,953 - mmaction - INFO - Epoch [24][2200/3757] lr: 2.000e-02, eta: 2 days, 5:10:39, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7211, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.9313 2020-07-25 19:51:03,911 - mmaction - INFO - Epoch [24][2220/3757] lr: 2.000e-02, eta: 2 days, 5:10:25, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.9234 2020-07-25 19:51:17,984 - mmaction - INFO - Epoch [24][2240/3757] lr: 2.000e-02, eta: 2 days, 5:10:14, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7359, loss_cls: 2.2538, loss: 2.2538, grad_norm: 4.0133 2020-07-25 19:51:31,616 - mmaction - INFO - Epoch [24][2260/3757] lr: 2.000e-02, eta: 2 days, 5:10:02, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.3289, loss: 2.3289, grad_norm: 4.0201 2020-07-25 19:51:45,676 - mmaction - INFO - Epoch [24][2280/3757] lr: 2.000e-02, eta: 2 days, 5:09:50, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7219, loss_cls: 2.2424, loss: 2.2424, grad_norm: 4.0447 2020-07-25 19:51:58,982 - mmaction - INFO - Epoch [24][2300/3757] lr: 2.000e-02, eta: 2 days, 5:09:37, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.1981, loss: 2.1981, grad_norm: 4.0593 2020-07-25 19:52:12,479 - mmaction - INFO - Epoch [24][2320/3757] lr: 2.000e-02, eta: 2 days, 5:09:24, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7312, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.8961 2020-07-25 19:52:26,154 - mmaction - INFO - Epoch [24][2340/3757] lr: 2.000e-02, eta: 2 days, 5:09:12, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7117, loss_cls: 2.2730, loss: 2.2730, grad_norm: 3.9769 2020-07-25 19:52:39,233 - mmaction - INFO - Epoch [24][2360/3757] lr: 2.000e-02, eta: 2 days, 5:08:58, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.8549 2020-07-25 19:52:52,560 - mmaction - INFO - Epoch [24][2380/3757] lr: 2.000e-02, eta: 2 days, 5:08:44, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.8260 2020-07-25 19:53:06,334 - mmaction - INFO - Epoch [24][2400/3757] lr: 2.000e-02, eta: 2 days, 5:08:33, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3111, loss: 2.3111, grad_norm: 3.8699 2020-07-25 19:53:19,620 - mmaction - INFO - Epoch [24][2420/3757] lr: 2.000e-02, eta: 2 days, 5:08:19, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3577, loss: 2.3577, grad_norm: 4.0717 2020-07-25 19:53:32,444 - mmaction - INFO - Epoch [24][2440/3757] lr: 2.000e-02, eta: 2 days, 5:08:04, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2820, loss: 2.2820, grad_norm: 3.9141 2020-07-25 19:53:45,617 - mmaction - INFO - Epoch [24][2460/3757] lr: 2.000e-02, eta: 2 days, 5:07:50, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3336, loss: 2.3336, grad_norm: 4.0500 2020-07-25 19:53:59,289 - mmaction - INFO - Epoch [24][2480/3757] lr: 2.000e-02, eta: 2 days, 5:07:38, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1801, loss: 2.1801, grad_norm: 3.8487 2020-07-25 19:54:12,642 - mmaction - INFO - Epoch [24][2500/3757] lr: 2.000e-02, eta: 2 days, 5:07:25, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7328, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.7568 2020-07-25 19:54:26,726 - mmaction - INFO - Epoch [24][2520/3757] lr: 2.000e-02, eta: 2 days, 5:07:14, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.8723 2020-07-25 19:54:40,459 - mmaction - INFO - Epoch [24][2540/3757] lr: 2.000e-02, eta: 2 days, 5:07:02, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2476, loss: 2.2476, grad_norm: 4.0735 2020-07-25 19:54:53,637 - mmaction - INFO - Epoch [24][2560/3757] lr: 2.000e-02, eta: 2 days, 5:06:48, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.2975, loss: 2.2975, grad_norm: 3.9216 2020-07-25 19:55:07,081 - mmaction - INFO - Epoch [24][2580/3757] lr: 2.000e-02, eta: 2 days, 5:06:35, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7227, loss_cls: 2.2948, loss: 2.2948, grad_norm: 3.9267 2020-07-25 19:55:20,176 - mmaction - INFO - Epoch [24][2600/3757] lr: 2.000e-02, eta: 2 days, 5:06:21, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.7821 2020-07-25 19:55:33,142 - mmaction - INFO - Epoch [24][2620/3757] lr: 2.000e-02, eta: 2 days, 5:06:06, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2306, loss: 2.2306, grad_norm: 4.0670 2020-07-25 19:55:46,786 - mmaction - INFO - Epoch [24][2640/3757] lr: 2.000e-02, eta: 2 days, 5:05:54, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3022, loss: 2.3022, grad_norm: 4.0532 2020-07-25 19:56:00,946 - mmaction - INFO - Epoch [24][2660/3757] lr: 2.000e-02, eta: 2 days, 5:05:43, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7422, loss_cls: 2.2176, loss: 2.2176, grad_norm: 4.0289 2020-07-25 19:56:15,597 - mmaction - INFO - Epoch [24][2680/3757] lr: 2.000e-02, eta: 2 days, 5:05:34, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.2426, loss: 2.2426, grad_norm: 3.9953 2020-07-25 19:56:29,721 - mmaction - INFO - Epoch [24][2700/3757] lr: 2.000e-02, eta: 2 days, 5:05:23, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3208, loss: 2.3208, grad_norm: 4.0174 2020-07-25 19:56:43,009 - mmaction - INFO - Epoch [24][2720/3757] lr: 2.000e-02, eta: 2 days, 5:05:09, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7445, loss_cls: 2.2243, loss: 2.2243, grad_norm: 4.0524 2020-07-25 19:56:56,863 - mmaction - INFO - Epoch [24][2740/3757] lr: 2.000e-02, eta: 2 days, 5:04:58, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7672, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.9218 2020-07-25 19:57:10,355 - mmaction - INFO - Epoch [24][2760/3757] lr: 2.000e-02, eta: 2 days, 5:04:45, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.9422 2020-07-25 19:57:24,261 - mmaction - INFO - Epoch [24][2780/3757] lr: 2.000e-02, eta: 2 days, 5:04:34, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2578, loss: 2.2578, grad_norm: 4.0212 2020-07-25 19:57:37,315 - mmaction - INFO - Epoch [24][2800/3757] lr: 2.000e-02, eta: 2 days, 5:04:19, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3188, loss: 2.3188, grad_norm: 3.9485 2020-07-25 19:57:50,395 - mmaction - INFO - Epoch [24][2820/3757] lr: 2.000e-02, eta: 2 days, 5:04:05, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7258, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.8944 2020-07-25 19:58:04,639 - mmaction - INFO - Epoch [24][2840/3757] lr: 2.000e-02, eta: 2 days, 5:03:55, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2681, loss: 2.2681, grad_norm: 3.9713 2020-07-25 19:58:18,765 - mmaction - INFO - Epoch [24][2860/3757] lr: 2.000e-02, eta: 2 days, 5:03:44, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2405, loss: 2.2405, grad_norm: 4.0774 2020-07-25 19:58:32,121 - mmaction - INFO - Epoch [24][2880/3757] lr: 2.000e-02, eta: 2 days, 5:03:31, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7383, loss_cls: 2.2131, loss: 2.2131, grad_norm: 4.0647 2020-07-25 19:58:45,675 - mmaction - INFO - Epoch [24][2900/3757] lr: 2.000e-02, eta: 2 days, 5:03:18, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2500, loss: 2.2500, grad_norm: 3.8990 2020-07-25 19:58:59,869 - mmaction - INFO - Epoch [24][2920/3757] lr: 2.000e-02, eta: 2 days, 5:03:07, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7523, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.8986 2020-07-25 19:59:13,317 - mmaction - INFO - Epoch [24][2940/3757] lr: 2.000e-02, eta: 2 days, 5:02:55, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7711, loss_cls: 2.0674, loss: 2.0674, grad_norm: 4.0937 2020-07-25 19:59:27,116 - mmaction - INFO - Epoch [24][2960/3757] lr: 2.000e-02, eta: 2 days, 5:02:42, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.9810 2020-07-25 19:59:40,460 - mmaction - INFO - Epoch [24][2980/3757] lr: 2.000e-02, eta: 2 days, 5:02:29, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.9935 2020-07-25 19:59:54,266 - mmaction - INFO - Epoch [24][3000/3757] lr: 2.000e-02, eta: 2 days, 5:02:17, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2527, loss: 2.2527, grad_norm: 4.0539 2020-07-25 20:00:07,503 - mmaction - INFO - Epoch [24][3020/3757] lr: 2.000e-02, eta: 2 days, 5:02:04, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.8704 2020-07-25 20:00:22,966 - mmaction - INFO - Epoch [24][3040/3757] lr: 2.000e-02, eta: 2 days, 5:01:56, time: 0.759, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3048, loss: 2.3048, grad_norm: 4.0646 2020-07-25 20:00:36,079 - mmaction - INFO - Epoch [24][3060/3757] lr: 2.000e-02, eta: 2 days, 5:01:43, time: 0.668, data_time: 0.025, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.3547, loss: 2.3547, grad_norm: 3.9893 2020-07-25 20:00:49,096 - mmaction - INFO - Epoch [24][3080/3757] lr: 2.000e-02, eta: 2 days, 5:01:29, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2683, loss: 2.2683, grad_norm: 4.1120 2020-07-25 20:01:03,706 - mmaction - INFO - Epoch [24][3100/3757] lr: 2.000e-02, eta: 2 days, 5:01:20, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3530, loss: 2.3530, grad_norm: 4.1040 2020-07-25 20:01:16,964 - mmaction - INFO - Epoch [24][3120/3757] lr: 2.000e-02, eta: 2 days, 5:01:06, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2830, loss: 2.2830, grad_norm: 4.0845 2020-07-25 20:01:29,874 - mmaction - INFO - Epoch [24][3140/3757] lr: 2.000e-02, eta: 2 days, 5:00:51, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.9286 2020-07-25 20:01:43,666 - mmaction - INFO - Epoch [24][3160/3757] lr: 2.000e-02, eta: 2 days, 5:00:39, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.9806 2020-07-25 20:01:56,846 - mmaction - INFO - Epoch [24][3180/3757] lr: 2.000e-02, eta: 2 days, 5:00:26, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.2061, loss: 2.2061, grad_norm: 4.0703 2020-07-25 20:02:10,135 - mmaction - INFO - Epoch [24][3200/3757] lr: 2.000e-02, eta: 2 days, 5:00:12, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2913, loss: 2.2913, grad_norm: 4.0220 2020-07-25 20:02:23,964 - mmaction - INFO - Epoch [24][3220/3757] lr: 2.000e-02, eta: 2 days, 5:00:00, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3094, loss: 2.3094, grad_norm: 4.1377 2020-07-25 20:02:36,893 - mmaction - INFO - Epoch [24][3240/3757] lr: 2.000e-02, eta: 2 days, 4:59:45, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.9087 2020-07-25 20:02:50,419 - mmaction - INFO - Epoch [24][3260/3757] lr: 2.000e-02, eta: 2 days, 4:59:33, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2178, loss: 2.2178, grad_norm: 4.1788 2020-07-25 20:03:03,716 - mmaction - INFO - Epoch [24][3280/3757] lr: 2.000e-02, eta: 2 days, 4:59:19, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7297, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.8668 2020-07-25 20:03:17,714 - mmaction - INFO - Epoch [24][3300/3757] lr: 2.000e-02, eta: 2 days, 4:59:08, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.8661 2020-07-25 20:03:30,919 - mmaction - INFO - Epoch [24][3320/3757] lr: 2.000e-02, eta: 2 days, 4:58:54, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.8791 2020-07-25 20:03:44,225 - mmaction - INFO - Epoch [24][3340/3757] lr: 2.000e-02, eta: 2 days, 4:58:41, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.8975 2020-07-25 20:03:57,453 - mmaction - INFO - Epoch [24][3360/3757] lr: 2.000e-02, eta: 2 days, 4:58:27, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7305, loss_cls: 2.2889, loss: 2.2889, grad_norm: 4.0342 2020-07-25 20:04:10,634 - mmaction - INFO - Epoch [24][3380/3757] lr: 2.000e-02, eta: 2 days, 4:58:13, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.9873 2020-07-25 20:04:24,778 - mmaction - INFO - Epoch [24][3400/3757] lr: 2.000e-02, eta: 2 days, 4:58:03, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2022, loss: 2.2022, grad_norm: 4.0699 2020-07-25 20:04:38,715 - mmaction - INFO - Epoch [24][3420/3757] lr: 2.000e-02, eta: 2 days, 4:57:51, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.9051 2020-07-25 20:04:52,706 - mmaction - INFO - Epoch [24][3440/3757] lr: 2.000e-02, eta: 2 days, 4:57:40, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7383, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.9983 2020-07-25 20:05:05,660 - mmaction - INFO - Epoch [24][3460/3757] lr: 2.000e-02, eta: 2 days, 4:57:25, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3279, loss: 2.3279, grad_norm: 3.9178 2020-07-25 20:05:19,451 - mmaction - INFO - Epoch [24][3480/3757] lr: 2.000e-02, eta: 2 days, 4:57:13, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1611, loss: 2.1611, grad_norm: 4.0110 2020-07-25 20:05:32,321 - mmaction - INFO - Epoch [24][3500/3757] lr: 2.000e-02, eta: 2 days, 4:56:58, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.9414 2020-07-25 20:05:46,254 - mmaction - INFO - Epoch [24][3520/3757] lr: 2.000e-02, eta: 2 days, 4:56:47, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.9415 2020-07-25 20:05:59,221 - mmaction - INFO - Epoch [24][3540/3757] lr: 2.000e-02, eta: 2 days, 4:56:32, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.8395 2020-07-25 20:06:12,957 - mmaction - INFO - Epoch [24][3560/3757] lr: 2.000e-02, eta: 2 days, 4:56:21, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7039, loss_cls: 2.3326, loss: 2.3326, grad_norm: 3.8252 2020-07-25 20:06:26,078 - mmaction - INFO - Epoch [24][3580/3757] lr: 2.000e-02, eta: 2 days, 4:56:06, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.9945 2020-07-25 20:06:39,140 - mmaction - INFO - Epoch [24][3600/3757] lr: 2.000e-02, eta: 2 days, 4:55:52, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2587, loss: 2.2587, grad_norm: 4.0860 2020-07-25 20:06:52,899 - mmaction - INFO - Epoch [24][3620/3757] lr: 2.000e-02, eta: 2 days, 4:55:40, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.8487 2020-07-25 20:07:06,094 - mmaction - INFO - Epoch [24][3640/3757] lr: 2.000e-02, eta: 2 days, 4:55:26, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7516, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.9590 2020-07-25 20:07:20,298 - mmaction - INFO - Epoch [24][3660/3757] lr: 2.000e-02, eta: 2 days, 4:55:16, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.9867 2020-07-25 20:07:33,871 - mmaction - INFO - Epoch [24][3680/3757] lr: 2.000e-02, eta: 2 days, 4:55:03, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7016, loss_cls: 2.2846, loss: 2.2846, grad_norm: 3.9815 2020-07-25 20:07:48,340 - mmaction - INFO - Epoch [24][3700/3757] lr: 2.000e-02, eta: 2 days, 4:54:53, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.4015, loss: 2.4015, grad_norm: 4.0148 2020-07-25 20:08:01,287 - mmaction - INFO - Epoch [24][3720/3757] lr: 2.000e-02, eta: 2 days, 4:54:39, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2429, loss: 2.2429, grad_norm: 4.0344 2020-07-25 20:08:15,576 - mmaction - INFO - Epoch [24][3740/3757] lr: 2.000e-02, eta: 2 days, 4:54:28, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.9105 2020-07-25 20:08:27,093 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-25 20:08:52,596 - mmaction - INFO - Epoch [25][20/3757] lr: 2.000e-02, eta: 2 days, 4:54:00, time: 1.185, data_time: 0.509, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.8437 2020-07-25 20:09:04,942 - mmaction - INFO - Epoch [25][40/3757] lr: 2.000e-02, eta: 2 days, 4:53:44, time: 0.617, data_time: 0.002, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2493, loss: 2.2493, grad_norm: 3.9998 2020-07-25 20:09:18,247 - mmaction - INFO - Epoch [25][60/3757] lr: 2.000e-02, eta: 2 days, 4:53:30, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.8485 2020-07-25 20:09:31,733 - mmaction - INFO - Epoch [25][80/3757] lr: 2.000e-02, eta: 2 days, 4:53:18, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.9665 2020-07-25 20:09:44,608 - mmaction - INFO - Epoch [25][100/3757] lr: 2.000e-02, eta: 2 days, 4:53:03, time: 0.644, data_time: 0.003, memory: 7079, top1_acc: 0.4492, top5_acc: 0.7055, loss_cls: 2.3700, loss: 2.3700, grad_norm: 4.1182 2020-07-25 20:09:58,500 - mmaction - INFO - Epoch [25][120/3757] lr: 2.000e-02, eta: 2 days, 4:52:51, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7461, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.9963 2020-07-25 20:10:11,435 - mmaction - INFO - Epoch [25][140/3757] lr: 2.000e-02, eta: 2 days, 4:52:37, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.9235 2020-07-25 20:10:25,115 - mmaction - INFO - Epoch [25][160/3757] lr: 2.000e-02, eta: 2 days, 4:52:24, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7453, loss_cls: 2.2030, loss: 2.2030, grad_norm: 4.0614 2020-07-25 20:10:39,143 - mmaction - INFO - Epoch [25][180/3757] lr: 2.000e-02, eta: 2 days, 4:52:13, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1405, loss: 2.1405, grad_norm: 4.1134 2020-07-25 20:10:53,574 - mmaction - INFO - Epoch [25][200/3757] lr: 2.000e-02, eta: 2 days, 4:52:03, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.9110 2020-07-25 20:11:07,284 - mmaction - INFO - Epoch [25][220/3757] lr: 2.000e-02, eta: 2 days, 4:51:51, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.2330, loss: 2.2330, grad_norm: 4.1477 2020-07-25 20:11:21,470 - mmaction - INFO - Epoch [25][240/3757] lr: 2.000e-02, eta: 2 days, 4:51:40, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.9426 2020-07-25 20:11:35,256 - mmaction - INFO - Epoch [25][260/3757] lr: 2.000e-02, eta: 2 days, 4:51:28, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.1617, loss: 2.1617, grad_norm: 4.0401 2020-07-25 20:11:49,078 - mmaction - INFO - Epoch [25][280/3757] lr: 2.000e-02, eta: 2 days, 4:51:17, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0838, loss: 2.0838, grad_norm: 4.0239 2020-07-25 20:12:03,036 - mmaction - INFO - Epoch [25][300/3757] lr: 2.000e-02, eta: 2 days, 4:51:05, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1313, loss: 2.1313, grad_norm: 4.1697 2020-07-25 20:12:15,874 - mmaction - INFO - Epoch [25][320/3757] lr: 2.000e-02, eta: 2 days, 4:50:50, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2837, loss: 2.2837, grad_norm: 3.9365 2020-07-25 20:12:29,863 - mmaction - INFO - Epoch [25][340/3757] lr: 2.000e-02, eta: 2 days, 4:50:39, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.9077 2020-07-25 20:12:43,006 - mmaction - INFO - Epoch [25][360/3757] lr: 2.000e-02, eta: 2 days, 4:50:25, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.2200, loss: 2.2200, grad_norm: 4.0454 2020-07-25 20:12:56,783 - mmaction - INFO - Epoch [25][380/3757] lr: 2.000e-02, eta: 2 days, 4:50:13, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.9305 2020-07-25 20:13:10,507 - mmaction - INFO - Epoch [25][400/3757] lr: 2.000e-02, eta: 2 days, 4:50:01, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1125, loss: 2.1125, grad_norm: 4.0237 2020-07-25 20:13:23,625 - mmaction - INFO - Epoch [25][420/3757] lr: 2.000e-02, eta: 2 days, 4:49:47, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.2129, loss: 2.2129, grad_norm: 4.1107 2020-07-25 20:13:37,262 - mmaction - INFO - Epoch [25][440/3757] lr: 2.000e-02, eta: 2 days, 4:49:34, time: 0.682, data_time: 0.002, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.9657 2020-07-25 20:13:50,469 - mmaction - INFO - Epoch [25][460/3757] lr: 2.000e-02, eta: 2 days, 4:49:21, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.2208, loss: 2.2208, grad_norm: 3.9949 2020-07-25 20:14:03,399 - mmaction - INFO - Epoch [25][480/3757] lr: 2.000e-02, eta: 2 days, 4:49:06, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.0398 2020-07-25 20:14:17,289 - mmaction - INFO - Epoch [25][500/3757] lr: 2.000e-02, eta: 2 days, 4:48:54, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7422, loss_cls: 2.1898, loss: 2.1898, grad_norm: 4.0162 2020-07-25 20:14:31,072 - mmaction - INFO - Epoch [25][520/3757] lr: 2.000e-02, eta: 2 days, 4:48:42, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2015, loss: 2.2015, grad_norm: 4.1207 2020-07-25 20:14:44,575 - mmaction - INFO - Epoch [25][540/3757] lr: 2.000e-02, eta: 2 days, 4:48:30, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.9929 2020-07-25 20:14:58,842 - mmaction - INFO - Epoch [25][560/3757] lr: 2.000e-02, eta: 2 days, 4:48:19, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1956, loss: 2.1956, grad_norm: 4.0231 2020-07-25 20:15:11,637 - mmaction - INFO - Epoch [25][580/3757] lr: 2.000e-02, eta: 2 days, 4:48:04, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.9849 2020-07-25 20:15:25,716 - mmaction - INFO - Epoch [25][600/3757] lr: 2.000e-02, eta: 2 days, 4:47:53, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.3059, loss: 2.3059, grad_norm: 3.9554 2020-07-25 20:15:38,744 - mmaction - INFO - Epoch [25][620/3757] lr: 2.000e-02, eta: 2 days, 4:47:39, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1200, loss: 2.1200, grad_norm: 3.9016 2020-07-25 20:15:51,811 - mmaction - INFO - Epoch [25][640/3757] lr: 2.000e-02, eta: 2 days, 4:47:25, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7484, loss_cls: 2.2095, loss: 2.2095, grad_norm: 4.0233 2020-07-25 20:16:06,099 - mmaction - INFO - Epoch [25][660/3757] lr: 2.000e-02, eta: 2 days, 4:47:14, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.9713 2020-07-25 20:16:18,994 - mmaction - INFO - Epoch [25][680/3757] lr: 2.000e-02, eta: 2 days, 4:47:00, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7430, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.9918 2020-07-25 20:16:33,352 - mmaction - INFO - Epoch [25][700/3757] lr: 2.000e-02, eta: 2 days, 4:46:49, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.7794 2020-07-25 20:16:47,322 - mmaction - INFO - Epoch [25][720/3757] lr: 2.000e-02, eta: 2 days, 4:46:38, time: 0.701, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.1211, loss: 2.1211, grad_norm: 4.0258 2020-07-25 20:17:01,593 - mmaction - INFO - Epoch [25][740/3757] lr: 2.000e-02, eta: 2 days, 4:46:27, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.9881 2020-07-25 20:17:15,268 - mmaction - INFO - Epoch [25][760/3757] lr: 2.000e-02, eta: 2 days, 4:46:15, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2223, loss: 2.2223, grad_norm: 4.0383 2020-07-25 20:17:28,987 - mmaction - INFO - Epoch [25][780/3757] lr: 2.000e-02, eta: 2 days, 4:46:03, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.9974 2020-07-25 20:17:42,879 - mmaction - INFO - Epoch [25][800/3757] lr: 2.000e-02, eta: 2 days, 4:45:51, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.1874, loss: 2.1874, grad_norm: 4.1100 2020-07-25 20:17:56,008 - mmaction - INFO - Epoch [25][820/3757] lr: 2.000e-02, eta: 2 days, 4:45:37, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1632, loss: 2.1632, grad_norm: 4.1162 2020-07-25 20:18:09,630 - mmaction - INFO - Epoch [25][840/3757] lr: 2.000e-02, eta: 2 days, 4:45:25, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1715, loss: 2.1715, grad_norm: 4.0150 2020-07-25 20:18:22,999 - mmaction - INFO - Epoch [25][860/3757] lr: 2.000e-02, eta: 2 days, 4:45:12, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7508, loss_cls: 2.1519, loss: 2.1519, grad_norm: 3.9361 2020-07-25 20:18:36,203 - mmaction - INFO - Epoch [25][880/3757] lr: 2.000e-02, eta: 2 days, 4:44:58, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.9742 2020-07-25 20:18:50,069 - mmaction - INFO - Epoch [25][900/3757] lr: 2.000e-02, eta: 2 days, 4:44:46, time: 0.693, data_time: 0.003, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1935, loss: 2.1935, grad_norm: 4.0114 2020-07-25 20:19:03,064 - mmaction - INFO - Epoch [25][920/3757] lr: 2.000e-02, eta: 2 days, 4:44:32, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1569, loss: 2.1569, grad_norm: 4.0078 2020-07-25 20:19:16,569 - mmaction - INFO - Epoch [25][940/3757] lr: 2.000e-02, eta: 2 days, 4:44:19, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2861, loss: 2.2861, grad_norm: 3.9378 2020-07-25 20:19:29,948 - mmaction - INFO - Epoch [25][960/3757] lr: 2.000e-02, eta: 2 days, 4:44:06, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1515, loss: 2.1515, grad_norm: 4.1144 2020-07-25 20:19:43,578 - mmaction - INFO - Epoch [25][980/3757] lr: 2.000e-02, eta: 2 days, 4:43:53, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7336, loss_cls: 2.2895, loss: 2.2895, grad_norm: 4.2270 2020-07-25 20:19:57,534 - mmaction - INFO - Epoch [25][1000/3757] lr: 2.000e-02, eta: 2 days, 4:43:42, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7258, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.9431 2020-07-25 20:20:10,307 - mmaction - INFO - Epoch [25][1020/3757] lr: 2.000e-02, eta: 2 days, 4:43:27, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.9662 2020-07-25 20:20:23,704 - mmaction - INFO - Epoch [25][1040/3757] lr: 2.000e-02, eta: 2 days, 4:43:13, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.9682 2020-07-25 20:20:38,247 - mmaction - INFO - Epoch [25][1060/3757] lr: 2.000e-02, eta: 2 days, 4:43:04, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.9706 2020-07-25 20:20:51,209 - mmaction - INFO - Epoch [25][1080/3757] lr: 2.000e-02, eta: 2 days, 4:42:49, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.9933 2020-07-25 20:21:04,467 - mmaction - INFO - Epoch [25][1100/3757] lr: 2.000e-02, eta: 2 days, 4:42:36, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.9200 2020-07-25 20:21:18,915 - mmaction - INFO - Epoch [25][1120/3757] lr: 2.000e-02, eta: 2 days, 4:42:26, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.9065 2020-07-25 20:21:31,786 - mmaction - INFO - Epoch [25][1140/3757] lr: 2.000e-02, eta: 2 days, 4:42:11, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7211, loss_cls: 2.2898, loss: 2.2898, grad_norm: 4.0331 2020-07-25 20:21:45,031 - mmaction - INFO - Epoch [25][1160/3757] lr: 2.000e-02, eta: 2 days, 4:41:57, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2848, loss: 2.2848, grad_norm: 4.0359 2020-07-25 20:21:58,272 - mmaction - INFO - Epoch [25][1180/3757] lr: 2.000e-02, eta: 2 days, 4:41:44, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.9540 2020-07-25 20:22:12,510 - mmaction - INFO - Epoch [25][1200/3757] lr: 2.000e-02, eta: 2 days, 4:41:33, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7523, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.9064 2020-07-25 20:22:26,786 - mmaction - INFO - Epoch [25][1220/3757] lr: 2.000e-02, eta: 2 days, 4:41:23, time: 0.714, data_time: 0.002, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2223, loss: 2.2223, grad_norm: 4.0185 2020-07-25 20:22:39,964 - mmaction - INFO - Epoch [25][1240/3757] lr: 2.000e-02, eta: 2 days, 4:41:09, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.1966, loss: 2.1966, grad_norm: 4.0158 2020-07-25 20:22:53,059 - mmaction - INFO - Epoch [25][1260/3757] lr: 2.000e-02, eta: 2 days, 4:40:55, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7695, loss_cls: 2.1086, loss: 2.1086, grad_norm: 3.9795 2020-07-25 20:23:06,978 - mmaction - INFO - Epoch [25][1280/3757] lr: 2.000e-02, eta: 2 days, 4:40:43, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4602, top5_acc: 0.7359, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.8877 2020-07-25 20:23:19,830 - mmaction - INFO - Epoch [25][1300/3757] lr: 2.000e-02, eta: 2 days, 4:40:28, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.9537 2020-07-25 20:23:34,368 - mmaction - INFO - Epoch [25][1320/3757] lr: 2.000e-02, eta: 2 days, 4:40:19, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3325, loss: 2.3325, grad_norm: 3.9725 2020-07-25 20:23:47,501 - mmaction - INFO - Epoch [25][1340/3757] lr: 2.000e-02, eta: 2 days, 4:40:05, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.9790 2020-07-25 20:24:00,556 - mmaction - INFO - Epoch [25][1360/3757] lr: 2.000e-02, eta: 2 days, 4:39:50, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.0996 2020-07-25 20:24:14,079 - mmaction - INFO - Epoch [25][1380/3757] lr: 2.000e-02, eta: 2 days, 4:39:38, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.8740 2020-07-25 20:24:27,287 - mmaction - INFO - Epoch [25][1400/3757] lr: 2.000e-02, eta: 2 days, 4:39:24, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.9200 2020-07-25 20:24:42,144 - mmaction - INFO - Epoch [25][1420/3757] lr: 2.000e-02, eta: 2 days, 4:39:15, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.9693 2020-07-25 20:24:55,962 - mmaction - INFO - Epoch [25][1440/3757] lr: 2.000e-02, eta: 2 days, 4:39:03, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.8418 2020-07-25 20:25:09,167 - mmaction - INFO - Epoch [25][1460/3757] lr: 2.000e-02, eta: 2 days, 4:38:50, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2117, loss: 2.2117, grad_norm: 4.0357 2020-07-25 20:25:22,567 - mmaction - INFO - Epoch [25][1480/3757] lr: 2.000e-02, eta: 2 days, 4:38:36, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0796, loss: 2.0796, grad_norm: 4.0129 2020-07-25 20:25:35,638 - mmaction - INFO - Epoch [25][1500/3757] lr: 2.000e-02, eta: 2 days, 4:38:22, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.9873 2020-07-25 20:25:49,504 - mmaction - INFO - Epoch [25][1520/3757] lr: 2.000e-02, eta: 2 days, 4:38:10, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.9588 2020-07-25 20:26:02,638 - mmaction - INFO - Epoch [25][1540/3757] lr: 2.000e-02, eta: 2 days, 4:37:57, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3247, loss: 2.3247, grad_norm: 4.0839 2020-07-25 20:26:15,925 - mmaction - INFO - Epoch [25][1560/3757] lr: 2.000e-02, eta: 2 days, 4:37:43, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.1947, loss: 2.1947, grad_norm: 4.0559 2020-07-25 20:26:29,441 - mmaction - INFO - Epoch [25][1580/3757] lr: 2.000e-02, eta: 2 days, 4:37:30, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.7800 2020-07-25 20:26:43,258 - mmaction - INFO - Epoch [25][1600/3757] lr: 2.000e-02, eta: 2 days, 4:37:18, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1704, loss: 2.1704, grad_norm: 4.0281 2020-07-25 20:26:57,038 - mmaction - INFO - Epoch [25][1620/3757] lr: 2.000e-02, eta: 2 days, 4:37:06, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.9179 2020-07-25 20:27:10,967 - mmaction - INFO - Epoch [25][1640/3757] lr: 2.000e-02, eta: 2 days, 4:36:55, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.9757 2020-07-25 20:27:24,271 - mmaction - INFO - Epoch [25][1660/3757] lr: 2.000e-02, eta: 2 days, 4:36:41, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.9754 2020-07-25 20:27:38,030 - mmaction - INFO - Epoch [25][1680/3757] lr: 2.000e-02, eta: 2 days, 4:36:29, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.9572 2020-07-25 20:27:51,570 - mmaction - INFO - Epoch [25][1700/3757] lr: 2.000e-02, eta: 2 days, 4:36:17, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.9755 2020-07-25 20:28:05,383 - mmaction - INFO - Epoch [25][1720/3757] lr: 2.000e-02, eta: 2 days, 4:36:05, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.9184 2020-07-25 20:28:18,855 - mmaction - INFO - Epoch [25][1740/3757] lr: 2.000e-02, eta: 2 days, 4:35:52, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2237, loss: 2.2237, grad_norm: 4.0299 2020-07-25 20:28:32,567 - mmaction - INFO - Epoch [25][1760/3757] lr: 2.000e-02, eta: 2 days, 4:35:39, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.9357 2020-07-25 20:28:45,782 - mmaction - INFO - Epoch [25][1780/3757] lr: 2.000e-02, eta: 2 days, 4:35:26, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1568, loss: 2.1568, grad_norm: 4.0728 2020-07-25 20:29:00,152 - mmaction - INFO - Epoch [25][1800/3757] lr: 2.000e-02, eta: 2 days, 4:35:16, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.1530, loss: 2.1530, grad_norm: 4.0784 2020-07-25 20:29:12,972 - mmaction - INFO - Epoch [25][1820/3757] lr: 2.000e-02, eta: 2 days, 4:35:01, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.2179, loss: 2.2179, grad_norm: 3.9697 2020-07-25 20:29:26,565 - mmaction - INFO - Epoch [25][1840/3757] lr: 2.000e-02, eta: 2 days, 4:34:48, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.9306 2020-07-25 20:29:39,751 - mmaction - INFO - Epoch [25][1860/3757] lr: 2.000e-02, eta: 2 days, 4:34:34, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.8709 2020-07-25 20:29:53,575 - mmaction - INFO - Epoch [25][1880/3757] lr: 2.000e-02, eta: 2 days, 4:34:22, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2754, loss: 2.2754, grad_norm: 4.0880 2020-07-25 20:30:06,913 - mmaction - INFO - Epoch [25][1900/3757] lr: 2.000e-02, eta: 2 days, 4:34:09, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2544, loss: 2.2544, grad_norm: 3.9983 2020-07-25 20:30:20,329 - mmaction - INFO - Epoch [25][1920/3757] lr: 2.000e-02, eta: 2 days, 4:33:56, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2894, loss: 2.2894, grad_norm: 4.1401 2020-07-25 20:30:33,330 - mmaction - INFO - Epoch [25][1940/3757] lr: 2.000e-02, eta: 2 days, 4:33:41, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2616, loss: 2.2616, grad_norm: 4.1749 2020-07-25 20:30:47,419 - mmaction - INFO - Epoch [25][1960/3757] lr: 2.000e-02, eta: 2 days, 4:33:30, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.8986 2020-07-25 20:31:00,795 - mmaction - INFO - Epoch [25][1980/3757] lr: 2.000e-02, eta: 2 days, 4:33:17, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7242, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.9576 2020-07-25 20:31:13,888 - mmaction - INFO - Epoch [25][2000/3757] lr: 2.000e-02, eta: 2 days, 4:33:03, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.9408 2020-07-25 20:31:28,661 - mmaction - INFO - Epoch [25][2020/3757] lr: 2.000e-02, eta: 2 days, 4:32:54, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.2798, loss: 2.2798, grad_norm: 4.0034 2020-07-25 20:31:42,470 - mmaction - INFO - Epoch [25][2040/3757] lr: 2.000e-02, eta: 2 days, 4:32:42, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.8914 2020-07-25 20:31:56,468 - mmaction - INFO - Epoch [25][2060/3757] lr: 2.000e-02, eta: 2 days, 4:32:31, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1869, loss: 2.1869, grad_norm: 4.1390 2020-07-25 20:32:09,989 - mmaction - INFO - Epoch [25][2080/3757] lr: 2.000e-02, eta: 2 days, 4:32:18, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.9023 2020-07-25 20:32:23,586 - mmaction - INFO - Epoch [25][2100/3757] lr: 2.000e-02, eta: 2 days, 4:32:05, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7492, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.9903 2020-07-25 20:32:37,846 - mmaction - INFO - Epoch [25][2120/3757] lr: 2.000e-02, eta: 2 days, 4:31:55, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.2423, loss: 2.2423, grad_norm: 4.1073 2020-07-25 20:32:50,873 - mmaction - INFO - Epoch [25][2140/3757] lr: 2.000e-02, eta: 2 days, 4:31:41, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.9771 2020-07-25 20:33:05,569 - mmaction - INFO - Epoch [25][2160/3757] lr: 2.000e-02, eta: 2 days, 4:31:31, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2218, loss: 2.2218, grad_norm: 4.0351 2020-07-25 20:33:18,795 - mmaction - INFO - Epoch [25][2180/3757] lr: 2.000e-02, eta: 2 days, 4:31:18, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.9672 2020-07-25 20:33:33,448 - mmaction - INFO - Epoch [25][2200/3757] lr: 2.000e-02, eta: 2 days, 4:31:08, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7406, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.9756 2020-07-25 20:33:47,389 - mmaction - INFO - Epoch [25][2220/3757] lr: 2.000e-02, eta: 2 days, 4:30:57, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2732, loss: 2.2732, grad_norm: 4.0183 2020-07-25 20:34:01,215 - mmaction - INFO - Epoch [25][2240/3757] lr: 2.000e-02, eta: 2 days, 4:30:45, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2837, loss: 2.2837, grad_norm: 4.0011 2020-07-25 20:34:14,171 - mmaction - INFO - Epoch [25][2260/3757] lr: 2.000e-02, eta: 2 days, 4:30:30, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.9866 2020-07-25 20:34:28,889 - mmaction - INFO - Epoch [25][2280/3757] lr: 2.000e-02, eta: 2 days, 4:30:21, time: 0.736, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.9869 2020-07-25 20:34:43,281 - mmaction - INFO - Epoch [25][2300/3757] lr: 2.000e-02, eta: 2 days, 4:30:11, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.9094 2020-07-25 20:34:56,848 - mmaction - INFO - Epoch [25][2320/3757] lr: 2.000e-02, eta: 2 days, 4:29:58, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2951, loss: 2.2951, grad_norm: 4.0806 2020-07-25 20:35:10,521 - mmaction - INFO - Epoch [25][2340/3757] lr: 2.000e-02, eta: 2 days, 4:29:46, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.9128 2020-07-25 20:35:24,213 - mmaction - INFO - Epoch [25][2360/3757] lr: 2.000e-02, eta: 2 days, 4:29:34, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2125, loss: 2.2125, grad_norm: 4.0000 2020-07-25 20:35:37,899 - mmaction - INFO - Epoch [25][2380/3757] lr: 2.000e-02, eta: 2 days, 4:29:21, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.9652 2020-07-25 20:35:51,481 - mmaction - INFO - Epoch [25][2400/3757] lr: 2.000e-02, eta: 2 days, 4:29:09, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.3391, loss: 2.3391, grad_norm: 4.0400 2020-07-25 20:36:05,202 - mmaction - INFO - Epoch [25][2420/3757] lr: 2.000e-02, eta: 2 days, 4:28:56, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.8207 2020-07-25 20:36:18,910 - mmaction - INFO - Epoch [25][2440/3757] lr: 2.000e-02, eta: 2 days, 4:28:44, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3027, loss: 2.3027, grad_norm: 4.0230 2020-07-25 20:36:32,925 - mmaction - INFO - Epoch [25][2460/3757] lr: 2.000e-02, eta: 2 days, 4:28:33, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.8578 2020-07-25 20:36:45,888 - mmaction - INFO - Epoch [25][2480/3757] lr: 2.000e-02, eta: 2 days, 4:28:19, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2370, loss: 2.2370, grad_norm: 4.0001 2020-07-25 20:36:59,366 - mmaction - INFO - Epoch [25][2500/3757] lr: 2.000e-02, eta: 2 days, 4:28:06, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.8524 2020-07-25 20:37:13,059 - mmaction - INFO - Epoch [25][2520/3757] lr: 2.000e-02, eta: 2 days, 4:27:53, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2435, loss: 2.2435, grad_norm: 4.0365 2020-07-25 20:37:27,158 - mmaction - INFO - Epoch [25][2540/3757] lr: 2.000e-02, eta: 2 days, 4:27:42, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2013, loss: 2.2013, grad_norm: 4.0515 2020-07-25 20:37:40,304 - mmaction - INFO - Epoch [25][2560/3757] lr: 2.000e-02, eta: 2 days, 4:27:28, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.3291, loss: 2.3291, grad_norm: 3.9825 2020-07-25 20:37:54,193 - mmaction - INFO - Epoch [25][2580/3757] lr: 2.000e-02, eta: 2 days, 4:27:16, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.8669 2020-07-25 20:38:08,003 - mmaction - INFO - Epoch [25][2600/3757] lr: 2.000e-02, eta: 2 days, 4:27:05, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1803, loss: 2.1803, grad_norm: 4.0860 2020-07-25 20:38:22,265 - mmaction - INFO - Epoch [25][2620/3757] lr: 2.000e-02, eta: 2 days, 4:26:54, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.9283 2020-07-25 20:38:35,080 - mmaction - INFO - Epoch [25][2640/3757] lr: 2.000e-02, eta: 2 days, 4:26:39, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.9207 2020-07-25 20:38:48,585 - mmaction - INFO - Epoch [25][2660/3757] lr: 2.000e-02, eta: 2 days, 4:26:26, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.8322 2020-07-25 20:39:02,592 - mmaction - INFO - Epoch [25][2680/3757] lr: 2.000e-02, eta: 2 days, 4:26:15, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.9300 2020-07-25 20:39:16,326 - mmaction - INFO - Epoch [25][2700/3757] lr: 2.000e-02, eta: 2 days, 4:26:02, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.7965 2020-07-25 20:39:29,183 - mmaction - INFO - Epoch [25][2720/3757] lr: 2.000e-02, eta: 2 days, 4:25:48, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.9133 2020-07-25 20:39:42,467 - mmaction - INFO - Epoch [25][2740/3757] lr: 2.000e-02, eta: 2 days, 4:25:34, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3353, loss: 2.3353, grad_norm: 4.0941 2020-07-25 20:39:55,632 - mmaction - INFO - Epoch [25][2760/3757] lr: 2.000e-02, eta: 2 days, 4:25:20, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.9630 2020-07-25 20:40:09,479 - mmaction - INFO - Epoch [25][2780/3757] lr: 2.000e-02, eta: 2 days, 4:25:08, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2895, loss: 2.2895, grad_norm: 3.8540 2020-07-25 20:40:23,190 - mmaction - INFO - Epoch [25][2800/3757] lr: 2.000e-02, eta: 2 days, 4:24:56, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.9738 2020-07-25 20:40:36,847 - mmaction - INFO - Epoch [25][2820/3757] lr: 2.000e-02, eta: 2 days, 4:24:44, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2712, loss: 2.2712, grad_norm: 4.0075 2020-07-25 20:40:49,749 - mmaction - INFO - Epoch [25][2840/3757] lr: 2.000e-02, eta: 2 days, 4:24:29, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1214, loss: 2.1214, grad_norm: 4.0881 2020-07-25 20:41:03,824 - mmaction - INFO - Epoch [25][2860/3757] lr: 2.000e-02, eta: 2 days, 4:24:18, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.2458, loss: 2.2458, grad_norm: 4.0394 2020-07-25 20:41:17,384 - mmaction - INFO - Epoch [25][2880/3757] lr: 2.000e-02, eta: 2 days, 4:24:05, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7391, loss_cls: 2.2183, loss: 2.2183, grad_norm: 4.0779 2020-07-25 20:41:31,563 - mmaction - INFO - Epoch [25][2900/3757] lr: 2.000e-02, eta: 2 days, 4:23:54, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.9638 2020-07-25 20:41:45,187 - mmaction - INFO - Epoch [25][2920/3757] lr: 2.000e-02, eta: 2 days, 4:23:42, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2778, loss: 2.2778, grad_norm: 4.0779 2020-07-25 20:41:59,506 - mmaction - INFO - Epoch [25][2940/3757] lr: 2.000e-02, eta: 2 days, 4:23:32, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.9776 2020-07-25 20:42:12,807 - mmaction - INFO - Epoch [25][2960/3757] lr: 2.000e-02, eta: 2 days, 4:23:18, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7469, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.8558 2020-07-25 20:42:27,597 - mmaction - INFO - Epoch [25][2980/3757] lr: 2.000e-02, eta: 2 days, 4:23:09, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2765, loss: 2.2765, grad_norm: 3.9371 2020-07-25 20:42:40,258 - mmaction - INFO - Epoch [25][3000/3757] lr: 2.000e-02, eta: 2 days, 4:22:54, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2237, loss: 2.2237, grad_norm: 4.0532 2020-07-25 20:42:55,519 - mmaction - INFO - Epoch [25][3020/3757] lr: 2.000e-02, eta: 2 days, 4:22:46, time: 0.761, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1147, loss: 2.1147, grad_norm: 4.0658 2020-07-25 20:43:09,319 - mmaction - INFO - Epoch [25][3040/3757] lr: 2.000e-02, eta: 2 days, 4:22:34, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.9659 2020-07-25 20:43:22,799 - mmaction - INFO - Epoch [25][3060/3757] lr: 2.000e-02, eta: 2 days, 4:22:21, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7281, loss_cls: 2.2929, loss: 2.2929, grad_norm: 3.8981 2020-07-25 20:43:36,996 - mmaction - INFO - Epoch [25][3080/3757] lr: 2.000e-02, eta: 2 days, 4:22:10, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1678, loss: 2.1678, grad_norm: 4.0884 2020-07-25 20:43:50,132 - mmaction - INFO - Epoch [25][3100/3757] lr: 2.000e-02, eta: 2 days, 4:21:56, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7297, loss_cls: 2.3187, loss: 2.3187, grad_norm: 4.1223 2020-07-25 20:44:03,472 - mmaction - INFO - Epoch [25][3120/3757] lr: 2.000e-02, eta: 2 days, 4:21:43, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.2710, loss: 2.2710, grad_norm: 3.9178 2020-07-25 20:44:17,983 - mmaction - INFO - Epoch [25][3140/3757] lr: 2.000e-02, eta: 2 days, 4:21:33, time: 0.725, data_time: 0.003, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.8850 2020-07-25 20:44:31,641 - mmaction - INFO - Epoch [25][3160/3757] lr: 2.000e-02, eta: 2 days, 4:21:21, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.9629 2020-07-25 20:44:45,455 - mmaction - INFO - Epoch [25][3180/3757] lr: 2.000e-02, eta: 2 days, 4:21:09, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1579, loss: 2.1579, grad_norm: 4.0349 2020-07-25 20:44:59,374 - mmaction - INFO - Epoch [25][3200/3757] lr: 2.000e-02, eta: 2 days, 4:20:57, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.9919 2020-07-25 20:45:12,612 - mmaction - INFO - Epoch [25][3220/3757] lr: 2.000e-02, eta: 2 days, 4:20:44, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.8303 2020-07-25 20:45:25,714 - mmaction - INFO - Epoch [25][3240/3757] lr: 2.000e-02, eta: 2 days, 4:20:29, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.9424 2020-07-25 20:45:39,249 - mmaction - INFO - Epoch [25][3260/3757] lr: 2.000e-02, eta: 2 days, 4:20:17, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2085, loss: 2.2085, grad_norm: 4.0683 2020-07-25 20:45:52,671 - mmaction - INFO - Epoch [25][3280/3757] lr: 2.000e-02, eta: 2 days, 4:20:03, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2309, loss: 2.2309, grad_norm: 3.9524 2020-07-25 20:46:07,110 - mmaction - INFO - Epoch [25][3300/3757] lr: 2.000e-02, eta: 2 days, 4:19:53, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.8793 2020-07-25 20:46:20,339 - mmaction - INFO - Epoch [25][3320/3757] lr: 2.000e-02, eta: 2 days, 4:19:40, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2983, loss: 2.2983, grad_norm: 4.1042 2020-07-25 20:46:33,673 - mmaction - INFO - Epoch [25][3340/3757] lr: 2.000e-02, eta: 2 days, 4:19:26, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.9501 2020-07-25 20:46:46,940 - mmaction - INFO - Epoch [25][3360/3757] lr: 2.000e-02, eta: 2 days, 4:19:13, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.8807 2020-07-25 20:47:01,600 - mmaction - INFO - Epoch [25][3380/3757] lr: 2.000e-02, eta: 2 days, 4:19:03, time: 0.737, data_time: 0.009, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.9689 2020-07-25 20:47:14,595 - mmaction - INFO - Epoch [25][3400/3757] lr: 2.000e-02, eta: 2 days, 4:18:49, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2311, loss: 2.2311, grad_norm: 4.0047 2020-07-25 20:47:27,665 - mmaction - INFO - Epoch [25][3420/3757] lr: 2.000e-02, eta: 2 days, 4:18:35, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.0128 2020-07-25 20:47:41,053 - mmaction - INFO - Epoch [25][3440/3757] lr: 2.000e-02, eta: 2 days, 4:18:21, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.8741 2020-07-25 20:47:54,543 - mmaction - INFO - Epoch [25][3460/3757] lr: 2.000e-02, eta: 2 days, 4:18:09, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.7668 2020-07-25 20:48:07,950 - mmaction - INFO - Epoch [25][3480/3757] lr: 2.000e-02, eta: 2 days, 4:17:55, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.9077 2020-07-25 20:48:22,368 - mmaction - INFO - Epoch [25][3500/3757] lr: 2.000e-02, eta: 2 days, 4:17:45, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.6984, loss_cls: 2.2542, loss: 2.2542, grad_norm: 4.0152 2020-07-25 20:48:35,386 - mmaction - INFO - Epoch [25][3520/3757] lr: 2.000e-02, eta: 2 days, 4:17:31, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.9239 2020-07-25 20:48:49,482 - mmaction - INFO - Epoch [25][3540/3757] lr: 2.000e-02, eta: 2 days, 4:17:20, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.0949 2020-07-25 20:49:03,048 - mmaction - INFO - Epoch [25][3560/3757] lr: 2.000e-02, eta: 2 days, 4:17:07, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.9638 2020-07-25 20:49:16,170 - mmaction - INFO - Epoch [25][3580/3757] lr: 2.000e-02, eta: 2 days, 4:16:53, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.8087 2020-07-25 20:49:29,936 - mmaction - INFO - Epoch [25][3600/3757] lr: 2.000e-02, eta: 2 days, 4:16:41, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7477, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.9456 2020-07-25 20:49:43,666 - mmaction - INFO - Epoch [25][3620/3757] lr: 2.000e-02, eta: 2 days, 4:16:29, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.9542 2020-07-25 20:49:57,017 - mmaction - INFO - Epoch [25][3640/3757] lr: 2.000e-02, eta: 2 days, 4:16:15, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.3044, loss: 2.3044, grad_norm: 3.9143 2020-07-25 20:50:10,577 - mmaction - INFO - Epoch [25][3660/3757] lr: 2.000e-02, eta: 2 days, 4:16:03, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2450, loss: 2.2450, grad_norm: 4.0060 2020-07-25 20:50:24,208 - mmaction - INFO - Epoch [25][3680/3757] lr: 2.000e-02, eta: 2 days, 4:15:50, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7359, loss_cls: 2.2077, loss: 2.2077, grad_norm: 4.2016 2020-07-25 20:50:38,105 - mmaction - INFO - Epoch [25][3700/3757] lr: 2.000e-02, eta: 2 days, 4:15:38, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3097, loss: 2.3097, grad_norm: 3.8154 2020-07-25 20:50:51,534 - mmaction - INFO - Epoch [25][3720/3757] lr: 2.000e-02, eta: 2 days, 4:15:25, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2458, loss: 2.2458, grad_norm: 4.1714 2020-07-25 20:51:04,576 - mmaction - INFO - Epoch [25][3740/3757] lr: 2.000e-02, eta: 2 days, 4:15:11, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7375, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.9299 2020-07-25 20:51:16,130 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-25 20:51:40,238 - mmaction - INFO - Epoch [26][20/3757] lr: 2.000e-02, eta: 2 days, 4:14:41, time: 1.144, data_time: 0.488, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0715, loss: 2.0715, grad_norm: 3.9110 2020-07-25 20:51:52,827 - mmaction - INFO - Epoch [26][40/3757] lr: 2.000e-02, eta: 2 days, 4:14:25, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.1887, loss: 2.1887, grad_norm: 4.0200 2020-07-25 20:52:06,186 - mmaction - INFO - Epoch [26][60/3757] lr: 2.000e-02, eta: 2 days, 4:14:12, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.2938, loss: 2.2938, grad_norm: 3.9138 2020-07-25 20:52:20,340 - mmaction - INFO - Epoch [26][80/3757] lr: 2.000e-02, eta: 2 days, 4:14:01, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.8934 2020-07-25 20:52:33,773 - mmaction - INFO - Epoch [26][100/3757] lr: 2.000e-02, eta: 2 days, 4:13:48, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2223, loss: 2.2223, grad_norm: 4.0731 2020-07-25 20:52:48,135 - mmaction - INFO - Epoch [26][120/3757] lr: 2.000e-02, eta: 2 days, 4:13:37, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.2633, loss: 2.2633, grad_norm: 4.0297 2020-07-25 20:53:00,848 - mmaction - INFO - Epoch [26][140/3757] lr: 2.000e-02, eta: 2 days, 4:13:22, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0795, loss: 2.0795, grad_norm: 3.8452 2020-07-25 20:53:13,991 - mmaction - INFO - Epoch [26][160/3757] lr: 2.000e-02, eta: 2 days, 4:13:08, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7297, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.1199 2020-07-25 20:53:27,440 - mmaction - INFO - Epoch [26][180/3757] lr: 2.000e-02, eta: 2 days, 4:12:55, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2485, loss: 2.2485, grad_norm: 4.0189 2020-07-25 20:53:40,808 - mmaction - INFO - Epoch [26][200/3757] lr: 2.000e-02, eta: 2 days, 4:12:42, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7211, loss_cls: 2.3039, loss: 2.3039, grad_norm: 3.9914 2020-07-25 20:53:54,298 - mmaction - INFO - Epoch [26][220/3757] lr: 2.000e-02, eta: 2 days, 4:12:29, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2715, loss: 2.2715, grad_norm: 3.9981 2020-07-25 20:54:08,781 - mmaction - INFO - Epoch [26][240/3757] lr: 2.000e-02, eta: 2 days, 4:12:19, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1753, loss: 2.1753, grad_norm: 4.0681 2020-07-25 20:54:21,848 - mmaction - INFO - Epoch [26][260/3757] lr: 2.000e-02, eta: 2 days, 4:12:05, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7312, loss_cls: 2.2840, loss: 2.2840, grad_norm: 4.0127 2020-07-25 20:54:36,361 - mmaction - INFO - Epoch [26][280/3757] lr: 2.000e-02, eta: 2 days, 4:11:55, time: 0.721, data_time: 0.004, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.9799 2020-07-25 20:54:48,959 - mmaction - INFO - Epoch [26][300/3757] lr: 2.000e-02, eta: 2 days, 4:11:39, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7695, loss_cls: 2.0790, loss: 2.0790, grad_norm: 3.9102 2020-07-25 20:55:02,989 - mmaction - INFO - Epoch [26][320/3757] lr: 2.000e-02, eta: 2 days, 4:11:28, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1943, loss: 2.1943, grad_norm: 4.1676 2020-07-25 20:55:16,972 - mmaction - INFO - Epoch [26][340/3757] lr: 2.000e-02, eta: 2 days, 4:11:16, time: 0.699, data_time: 0.002, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1153, loss: 2.1153, grad_norm: 3.9134 2020-07-25 20:55:31,416 - mmaction - INFO - Epoch [26][360/3757] lr: 2.000e-02, eta: 2 days, 4:11:06, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.9249 2020-07-25 20:55:44,142 - mmaction - INFO - Epoch [26][380/3757] lr: 2.000e-02, eta: 2 days, 4:10:51, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.8968 2020-07-25 20:55:57,971 - mmaction - INFO - Epoch [26][400/3757] lr: 2.000e-02, eta: 2 days, 4:10:39, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.9823 2020-07-25 20:56:11,264 - mmaction - INFO - Epoch [26][420/3757] lr: 2.000e-02, eta: 2 days, 4:10:26, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2511, loss: 2.2511, grad_norm: 4.0833 2020-07-25 20:56:25,654 - mmaction - INFO - Epoch [26][440/3757] lr: 2.000e-02, eta: 2 days, 4:10:15, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1419, loss: 2.1419, grad_norm: 3.9331 2020-07-25 20:56:38,680 - mmaction - INFO - Epoch [26][460/3757] lr: 2.000e-02, eta: 2 days, 4:10:01, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2229, loss: 2.2229, grad_norm: 4.0266 2020-07-25 20:56:51,833 - mmaction - INFO - Epoch [26][480/3757] lr: 2.000e-02, eta: 2 days, 4:09:47, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2519, loss: 2.2519, grad_norm: 4.0593 2020-07-25 20:57:05,182 - mmaction - INFO - Epoch [26][500/3757] lr: 2.000e-02, eta: 2 days, 4:09:34, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.2234, loss: 2.2234, grad_norm: 4.0470 2020-07-25 20:57:19,409 - mmaction - INFO - Epoch [26][520/3757] lr: 2.000e-02, eta: 2 days, 4:09:23, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7562, loss_cls: 2.1897, loss: 2.1897, grad_norm: 4.1227 2020-07-25 20:57:32,438 - mmaction - INFO - Epoch [26][540/3757] lr: 2.000e-02, eta: 2 days, 4:09:09, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2376, loss: 2.2376, grad_norm: 4.1065 2020-07-25 20:57:45,739 - mmaction - INFO - Epoch [26][560/3757] lr: 2.000e-02, eta: 2 days, 4:08:55, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.1402, loss: 2.1402, grad_norm: 4.0603 2020-07-25 20:57:59,807 - mmaction - INFO - Epoch [26][580/3757] lr: 2.000e-02, eta: 2 days, 4:08:44, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2949, loss: 2.2949, grad_norm: 4.1515 2020-07-25 20:58:13,421 - mmaction - INFO - Epoch [26][600/3757] lr: 2.000e-02, eta: 2 days, 4:08:31, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.8295 2020-07-25 20:58:26,671 - mmaction - INFO - Epoch [26][620/3757] lr: 2.000e-02, eta: 2 days, 4:08:18, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.0924 2020-07-25 20:58:39,787 - mmaction - INFO - Epoch [26][640/3757] lr: 2.000e-02, eta: 2 days, 4:08:04, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2794, loss: 2.2794, grad_norm: 4.0261 2020-07-25 20:58:53,502 - mmaction - INFO - Epoch [26][660/3757] lr: 2.000e-02, eta: 2 days, 4:07:51, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.9449 2020-07-25 20:59:07,315 - mmaction - INFO - Epoch [26][680/3757] lr: 2.000e-02, eta: 2 days, 4:07:39, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.8354 2020-07-25 20:59:20,854 - mmaction - INFO - Epoch [26][700/3757] lr: 2.000e-02, eta: 2 days, 4:07:27, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.9419 2020-07-25 20:59:34,097 - mmaction - INFO - Epoch [26][720/3757] lr: 2.000e-02, eta: 2 days, 4:07:13, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7523, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.9775 2020-07-25 20:59:48,174 - mmaction - INFO - Epoch [26][740/3757] lr: 2.000e-02, eta: 2 days, 4:07:02, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7617, loss_cls: 2.0976, loss: 2.0976, grad_norm: 4.0180 2020-07-25 21:00:01,124 - mmaction - INFO - Epoch [26][760/3757] lr: 2.000e-02, eta: 2 days, 4:06:47, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.9539 2020-07-25 21:00:16,853 - mmaction - INFO - Epoch [26][780/3757] lr: 2.000e-02, eta: 2 days, 4:06:40, time: 0.782, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7477, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.9759 2020-07-25 21:00:29,836 - mmaction - INFO - Epoch [26][800/3757] lr: 2.000e-02, eta: 2 days, 4:06:26, time: 0.655, data_time: 0.018, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7523, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.8452 2020-07-25 21:00:45,066 - mmaction - INFO - Epoch [26][820/3757] lr: 2.000e-02, eta: 2 days, 4:06:19, time: 0.764, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7188, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.9284 2020-07-25 21:00:57,715 - mmaction - INFO - Epoch [26][840/3757] lr: 2.000e-02, eta: 2 days, 4:06:03, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.8637 2020-07-25 21:01:11,814 - mmaction - INFO - Epoch [26][860/3757] lr: 2.000e-02, eta: 2 days, 4:05:52, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.8998 2020-07-25 21:01:24,723 - mmaction - INFO - Epoch [26][880/3757] lr: 2.000e-02, eta: 2 days, 4:05:37, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1620, loss: 2.1620, grad_norm: 3.9048 2020-07-25 21:01:38,119 - mmaction - INFO - Epoch [26][900/3757] lr: 2.000e-02, eta: 2 days, 4:05:24, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.9248 2020-07-25 21:01:52,600 - mmaction - INFO - Epoch [26][920/3757] lr: 2.000e-02, eta: 2 days, 4:05:14, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.9611 2020-07-25 21:02:06,699 - mmaction - INFO - Epoch [26][940/3757] lr: 2.000e-02, eta: 2 days, 4:05:03, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.2200, loss: 2.2200, grad_norm: 4.1050 2020-07-25 21:02:20,780 - mmaction - INFO - Epoch [26][960/3757] lr: 2.000e-02, eta: 2 days, 4:04:52, time: 0.707, data_time: 0.009, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.9534 2020-07-25 21:02:33,759 - mmaction - INFO - Epoch [26][980/3757] lr: 2.000e-02, eta: 2 days, 4:04:37, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2032, loss: 2.2032, grad_norm: 4.0264 2020-07-25 21:02:46,815 - mmaction - INFO - Epoch [26][1000/3757] lr: 2.000e-02, eta: 2 days, 4:04:23, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.9488 2020-07-25 21:03:00,258 - mmaction - INFO - Epoch [26][1020/3757] lr: 2.000e-02, eta: 2 days, 4:04:10, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.9131 2020-07-25 21:03:14,215 - mmaction - INFO - Epoch [26][1040/3757] lr: 2.000e-02, eta: 2 days, 4:03:58, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.9799 2020-07-25 21:03:27,644 - mmaction - INFO - Epoch [26][1060/3757] lr: 2.000e-02, eta: 2 days, 4:03:45, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.2571, loss: 2.2571, grad_norm: 4.0023 2020-07-25 21:03:41,677 - mmaction - INFO - Epoch [26][1080/3757] lr: 2.000e-02, eta: 2 days, 4:03:34, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.9317 2020-07-25 21:03:55,624 - mmaction - INFO - Epoch [26][1100/3757] lr: 2.000e-02, eta: 2 days, 4:03:22, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2150, loss: 2.2150, grad_norm: 4.0427 2020-07-25 21:04:09,864 - mmaction - INFO - Epoch [26][1120/3757] lr: 2.000e-02, eta: 2 days, 4:03:12, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.8994 2020-07-25 21:04:24,352 - mmaction - INFO - Epoch [26][1140/3757] lr: 2.000e-02, eta: 2 days, 4:03:02, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7453, loss_cls: 2.2001, loss: 2.2001, grad_norm: 4.1246 2020-07-25 21:04:37,780 - mmaction - INFO - Epoch [26][1160/3757] lr: 2.000e-02, eta: 2 days, 4:02:49, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.1751, loss: 2.1751, grad_norm: 3.9878 2020-07-25 21:04:51,330 - mmaction - INFO - Epoch [26][1180/3757] lr: 2.000e-02, eta: 2 days, 4:02:36, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.9443 2020-07-25 21:05:04,635 - mmaction - INFO - Epoch [26][1200/3757] lr: 2.000e-02, eta: 2 days, 4:02:22, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.2363, loss: 2.2363, grad_norm: 4.0949 2020-07-25 21:05:18,497 - mmaction - INFO - Epoch [26][1220/3757] lr: 2.000e-02, eta: 2 days, 4:02:10, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7500, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.0714 2020-07-25 21:05:32,074 - mmaction - INFO - Epoch [26][1240/3757] lr: 2.000e-02, eta: 2 days, 4:01:58, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.2028, loss: 2.2028, grad_norm: 4.0871 2020-07-25 21:05:45,487 - mmaction - INFO - Epoch [26][1260/3757] lr: 2.000e-02, eta: 2 days, 4:01:44, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.8691 2020-07-25 21:05:59,137 - mmaction - INFO - Epoch [26][1280/3757] lr: 2.000e-02, eta: 2 days, 4:01:32, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1304, loss: 2.1304, grad_norm: 3.9813 2020-07-25 21:06:12,999 - mmaction - INFO - Epoch [26][1300/3757] lr: 2.000e-02, eta: 2 days, 4:01:20, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2335, loss: 2.2335, grad_norm: 4.0533 2020-07-25 21:06:26,869 - mmaction - INFO - Epoch [26][1320/3757] lr: 2.000e-02, eta: 2 days, 4:01:08, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.9550 2020-07-25 21:06:40,900 - mmaction - INFO - Epoch [26][1340/3757] lr: 2.000e-02, eta: 2 days, 4:00:57, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0555, loss: 2.0555, grad_norm: 3.9741 2020-07-25 21:06:54,302 - mmaction - INFO - Epoch [26][1360/3757] lr: 2.000e-02, eta: 2 days, 4:00:44, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7281, loss_cls: 2.3031, loss: 2.3031, grad_norm: 4.2515 2020-07-25 21:07:08,180 - mmaction - INFO - Epoch [26][1380/3757] lr: 2.000e-02, eta: 2 days, 4:00:32, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.9728 2020-07-25 21:07:22,935 - mmaction - INFO - Epoch [26][1400/3757] lr: 2.000e-02, eta: 2 days, 4:00:23, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.9873 2020-07-25 21:07:36,390 - mmaction - INFO - Epoch [26][1420/3757] lr: 2.000e-02, eta: 2 days, 4:00:10, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2101, loss: 2.2101, grad_norm: 4.0994 2020-07-25 21:07:50,310 - mmaction - INFO - Epoch [26][1440/3757] lr: 2.000e-02, eta: 2 days, 3:59:58, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.9753 2020-07-25 21:08:04,272 - mmaction - INFO - Epoch [26][1460/3757] lr: 2.000e-02, eta: 2 days, 3:59:46, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.8788 2020-07-25 21:08:17,169 - mmaction - INFO - Epoch [26][1480/3757] lr: 2.000e-02, eta: 2 days, 3:59:32, time: 0.644, data_time: 0.003, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.8829 2020-07-25 21:08:31,914 - mmaction - INFO - Epoch [26][1500/3757] lr: 2.000e-02, eta: 2 days, 3:59:22, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2494, loss: 2.2494, grad_norm: 3.9858 2020-07-25 21:08:45,415 - mmaction - INFO - Epoch [26][1520/3757] lr: 2.000e-02, eta: 2 days, 3:59:09, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.9560 2020-07-25 21:08:59,755 - mmaction - INFO - Epoch [26][1540/3757] lr: 2.000e-02, eta: 2 days, 3:58:59, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.2117, loss: 2.2117, grad_norm: 4.0211 2020-07-25 21:09:13,613 - mmaction - INFO - Epoch [26][1560/3757] lr: 2.000e-02, eta: 2 days, 3:58:47, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7391, loss_cls: 2.2328, loss: 2.2328, grad_norm: 4.0713 2020-07-25 21:09:27,189 - mmaction - INFO - Epoch [26][1580/3757] lr: 2.000e-02, eta: 2 days, 3:58:34, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.9801 2020-07-25 21:09:40,706 - mmaction - INFO - Epoch [26][1600/3757] lr: 2.000e-02, eta: 2 days, 3:58:22, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.9327 2020-07-25 21:09:53,883 - mmaction - INFO - Epoch [26][1620/3757] lr: 2.000e-02, eta: 2 days, 3:58:07, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2959, loss: 2.2959, grad_norm: 3.8600 2020-07-25 21:10:07,493 - mmaction - INFO - Epoch [26][1640/3757] lr: 2.000e-02, eta: 2 days, 3:57:55, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7219, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.9077 2020-07-25 21:10:20,421 - mmaction - INFO - Epoch [26][1660/3757] lr: 2.000e-02, eta: 2 days, 3:57:40, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1397, loss: 2.1397, grad_norm: 4.0987 2020-07-25 21:10:33,964 - mmaction - INFO - Epoch [26][1680/3757] lr: 2.000e-02, eta: 2 days, 3:57:28, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.9346 2020-07-25 21:10:48,089 - mmaction - INFO - Epoch [26][1700/3757] lr: 2.000e-02, eta: 2 days, 3:57:16, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2762, loss: 2.2762, grad_norm: 3.9182 2020-07-25 21:11:01,003 - mmaction - INFO - Epoch [26][1720/3757] lr: 2.000e-02, eta: 2 days, 3:57:02, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2496, loss: 2.2496, grad_norm: 4.0774 2020-07-25 21:11:15,547 - mmaction - INFO - Epoch [26][1740/3757] lr: 2.000e-02, eta: 2 days, 3:56:52, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0713, loss: 2.0713, grad_norm: 3.9501 2020-07-25 21:11:28,850 - mmaction - INFO - Epoch [26][1760/3757] lr: 2.000e-02, eta: 2 days, 3:56:38, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.0798, loss: 2.0798, grad_norm: 3.8673 2020-07-25 21:11:43,588 - mmaction - INFO - Epoch [26][1780/3757] lr: 2.000e-02, eta: 2 days, 3:56:29, time: 0.736, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.9320 2020-07-25 21:11:57,685 - mmaction - INFO - Epoch [26][1800/3757] lr: 2.000e-02, eta: 2 days, 3:56:18, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2321, loss: 2.2321, grad_norm: 4.1807 2020-07-25 21:12:11,034 - mmaction - INFO - Epoch [26][1820/3757] lr: 2.000e-02, eta: 2 days, 3:56:05, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1497, loss: 2.1497, grad_norm: 4.0536 2020-07-25 21:12:23,822 - mmaction - INFO - Epoch [26][1840/3757] lr: 2.000e-02, eta: 2 days, 3:55:50, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1887, loss: 2.1887, grad_norm: 4.0149 2020-07-25 21:12:37,840 - mmaction - INFO - Epoch [26][1860/3757] lr: 2.000e-02, eta: 2 days, 3:55:38, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.2090, loss: 2.2090, grad_norm: 4.0227 2020-07-25 21:12:51,860 - mmaction - INFO - Epoch [26][1880/3757] lr: 2.000e-02, eta: 2 days, 3:55:27, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2827, loss: 2.2827, grad_norm: 4.1622 2020-07-25 21:13:04,952 - mmaction - INFO - Epoch [26][1900/3757] lr: 2.000e-02, eta: 2 days, 3:55:12, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.8398 2020-07-25 21:13:17,946 - mmaction - INFO - Epoch [26][1920/3757] lr: 2.000e-02, eta: 2 days, 3:54:58, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.0963 2020-07-25 21:13:31,503 - mmaction - INFO - Epoch [26][1940/3757] lr: 2.000e-02, eta: 2 days, 3:54:45, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.2728, loss: 2.2728, grad_norm: 4.0922 2020-07-25 21:13:45,863 - mmaction - INFO - Epoch [26][1960/3757] lr: 2.000e-02, eta: 2 days, 3:54:35, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.0055 2020-07-25 21:13:59,439 - mmaction - INFO - Epoch [26][1980/3757] lr: 2.000e-02, eta: 2 days, 3:54:22, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2540, loss: 2.2540, grad_norm: 4.0114 2020-07-25 21:14:12,204 - mmaction - INFO - Epoch [26][2000/3757] lr: 2.000e-02, eta: 2 days, 3:54:07, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.2662, loss: 2.2662, grad_norm: 4.0497 2020-07-25 21:14:25,458 - mmaction - INFO - Epoch [26][2020/3757] lr: 2.000e-02, eta: 2 days, 3:53:53, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1829, loss: 2.1829, grad_norm: 3.9396 2020-07-25 21:14:39,111 - mmaction - INFO - Epoch [26][2040/3757] lr: 2.000e-02, eta: 2 days, 3:53:41, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.9972 2020-07-25 21:14:52,458 - mmaction - INFO - Epoch [26][2060/3757] lr: 2.000e-02, eta: 2 days, 3:53:28, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7172, loss_cls: 2.2833, loss: 2.2833, grad_norm: 3.9237 2020-07-25 21:15:05,618 - mmaction - INFO - Epoch [26][2080/3757] lr: 2.000e-02, eta: 2 days, 3:53:14, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.2283, loss: 2.2283, grad_norm: 3.9074 2020-07-25 21:15:18,622 - mmaction - INFO - Epoch [26][2100/3757] lr: 2.000e-02, eta: 2 days, 3:52:59, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2604, loss: 2.2604, grad_norm: 4.0187 2020-07-25 21:15:33,075 - mmaction - INFO - Epoch [26][2120/3757] lr: 2.000e-02, eta: 2 days, 3:52:49, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.2258, loss: 2.2258, grad_norm: 3.8506 2020-07-25 21:15:46,835 - mmaction - INFO - Epoch [26][2140/3757] lr: 2.000e-02, eta: 2 days, 3:52:37, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.9731 2020-07-25 21:15:59,600 - mmaction - INFO - Epoch [26][2160/3757] lr: 2.000e-02, eta: 2 days, 3:52:22, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1971, loss: 2.1971, grad_norm: 4.1174 2020-07-25 21:16:13,119 - mmaction - INFO - Epoch [26][2180/3757] lr: 2.000e-02, eta: 2 days, 3:52:09, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7414, loss_cls: 2.2366, loss: 2.2366, grad_norm: 4.0421 2020-07-25 21:16:26,449 - mmaction - INFO - Epoch [26][2200/3757] lr: 2.000e-02, eta: 2 days, 3:51:56, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.9281 2020-07-25 21:16:40,798 - mmaction - INFO - Epoch [26][2220/3757] lr: 2.000e-02, eta: 2 days, 3:51:45, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.9287 2020-07-25 21:16:53,751 - mmaction - INFO - Epoch [26][2240/3757] lr: 2.000e-02, eta: 2 days, 3:51:31, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.9742 2020-07-25 21:17:07,478 - mmaction - INFO - Epoch [26][2260/3757] lr: 2.000e-02, eta: 2 days, 3:51:18, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.9980 2020-07-25 21:17:20,209 - mmaction - INFO - Epoch [26][2280/3757] lr: 2.000e-02, eta: 2 days, 3:51:03, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1587, loss: 2.1587, grad_norm: 4.0537 2020-07-25 21:17:34,708 - mmaction - INFO - Epoch [26][2300/3757] lr: 2.000e-02, eta: 2 days, 3:50:53, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7398, loss_cls: 2.2779, loss: 2.2779, grad_norm: 4.0280 2020-07-25 21:17:47,550 - mmaction - INFO - Epoch [26][2320/3757] lr: 2.000e-02, eta: 2 days, 3:50:38, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7445, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.9821 2020-07-25 21:18:01,438 - mmaction - INFO - Epoch [26][2340/3757] lr: 2.000e-02, eta: 2 days, 3:50:26, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.3013, loss: 2.3013, grad_norm: 4.0060 2020-07-25 21:18:15,157 - mmaction - INFO - Epoch [26][2360/3757] lr: 2.000e-02, eta: 2 days, 3:50:14, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.8043 2020-07-25 21:18:27,932 - mmaction - INFO - Epoch [26][2380/3757] lr: 2.000e-02, eta: 2 days, 3:49:59, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.9933 2020-07-25 21:18:41,138 - mmaction - INFO - Epoch [26][2400/3757] lr: 2.000e-02, eta: 2 days, 3:49:45, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.8222 2020-07-25 21:18:55,431 - mmaction - INFO - Epoch [26][2420/3757] lr: 2.000e-02, eta: 2 days, 3:49:34, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.1990, loss: 2.1990, grad_norm: 4.0182 2020-07-25 21:19:09,022 - mmaction - INFO - Epoch [26][2440/3757] lr: 2.000e-02, eta: 2 days, 3:49:22, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.9211 2020-07-25 21:19:23,466 - mmaction - INFO - Epoch [26][2460/3757] lr: 2.000e-02, eta: 2 days, 3:49:11, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7164, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.9529 2020-07-25 21:19:36,327 - mmaction - INFO - Epoch [26][2480/3757] lr: 2.000e-02, eta: 2 days, 3:48:57, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.9774 2020-07-25 21:19:50,488 - mmaction - INFO - Epoch [26][2500/3757] lr: 2.000e-02, eta: 2 days, 3:48:46, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.1588, loss: 2.1588, grad_norm: 4.0212 2020-07-25 21:20:03,642 - mmaction - INFO - Epoch [26][2520/3757] lr: 2.000e-02, eta: 2 days, 3:48:32, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.2270, loss: 2.2270, grad_norm: 4.0141 2020-07-25 21:20:16,706 - mmaction - INFO - Epoch [26][2540/3757] lr: 2.000e-02, eta: 2 days, 3:48:18, time: 0.654, data_time: 0.002, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.9614 2020-07-25 21:20:30,590 - mmaction - INFO - Epoch [26][2560/3757] lr: 2.000e-02, eta: 2 days, 3:48:06, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.2272, loss: 2.2272, grad_norm: 4.0467 2020-07-25 21:20:44,712 - mmaction - INFO - Epoch [26][2580/3757] lr: 2.000e-02, eta: 2 days, 3:47:55, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.0316 2020-07-25 21:20:58,944 - mmaction - INFO - Epoch [26][2600/3757] lr: 2.000e-02, eta: 2 days, 3:47:44, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.9404 2020-07-25 21:21:12,418 - mmaction - INFO - Epoch [26][2620/3757] lr: 2.000e-02, eta: 2 days, 3:47:31, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7203, loss_cls: 2.3428, loss: 2.3428, grad_norm: 4.0140 2020-07-25 21:21:26,061 - mmaction - INFO - Epoch [26][2640/3757] lr: 2.000e-02, eta: 2 days, 3:47:18, time: 0.685, data_time: 0.009, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7070, loss_cls: 2.3196, loss: 2.3196, grad_norm: 3.8008 2020-07-25 21:21:39,229 - mmaction - INFO - Epoch [26][2660/3757] lr: 2.000e-02, eta: 2 days, 3:47:04, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7195, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.9937 2020-07-25 21:21:52,842 - mmaction - INFO - Epoch [26][2680/3757] lr: 2.000e-02, eta: 2 days, 3:46:52, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.8612 2020-07-25 21:22:05,879 - mmaction - INFO - Epoch [26][2700/3757] lr: 2.000e-02, eta: 2 days, 3:46:37, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.2240, loss: 2.2240, grad_norm: 4.1456 2020-07-25 21:22:20,013 - mmaction - INFO - Epoch [26][2720/3757] lr: 2.000e-02, eta: 2 days, 3:46:26, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.0258 2020-07-25 21:22:32,922 - mmaction - INFO - Epoch [26][2740/3757] lr: 2.000e-02, eta: 2 days, 3:46:12, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7391, loss_cls: 2.1992, loss: 2.1992, grad_norm: 4.1185 2020-07-25 21:22:47,019 - mmaction - INFO - Epoch [26][2760/3757] lr: 2.000e-02, eta: 2 days, 3:46:00, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.0546 2020-07-25 21:22:59,747 - mmaction - INFO - Epoch [26][2780/3757] lr: 2.000e-02, eta: 2 days, 3:45:45, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1635, loss: 2.1635, grad_norm: 3.9261 2020-07-25 21:23:13,432 - mmaction - INFO - Epoch [26][2800/3757] lr: 2.000e-02, eta: 2 days, 3:45:33, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.2891, loss: 2.2891, grad_norm: 3.9365 2020-07-25 21:23:26,440 - mmaction - INFO - Epoch [26][2820/3757] lr: 2.000e-02, eta: 2 days, 3:45:19, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.2589, loss: 2.2589, grad_norm: 4.1167 2020-07-25 21:23:39,612 - mmaction - INFO - Epoch [26][2840/3757] lr: 2.000e-02, eta: 2 days, 3:45:05, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7242, loss_cls: 2.2942, loss: 2.2942, grad_norm: 4.0720 2020-07-25 21:23:53,968 - mmaction - INFO - Epoch [26][2860/3757] lr: 2.000e-02, eta: 2 days, 3:44:54, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2470, loss: 2.2470, grad_norm: 4.0097 2020-07-25 21:24:07,637 - mmaction - INFO - Epoch [26][2880/3757] lr: 2.000e-02, eta: 2 days, 3:44:42, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.8082 2020-07-25 21:24:21,413 - mmaction - INFO - Epoch [26][2900/3757] lr: 2.000e-02, eta: 2 days, 3:44:29, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2767, loss: 2.2767, grad_norm: 4.0618 2020-07-25 21:24:34,366 - mmaction - INFO - Epoch [26][2920/3757] lr: 2.000e-02, eta: 2 days, 3:44:15, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.2205, loss: 2.2205, grad_norm: 4.1710 2020-07-25 21:24:47,764 - mmaction - INFO - Epoch [26][2940/3757] lr: 2.000e-02, eta: 2 days, 3:44:02, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.9972 2020-07-25 21:25:01,441 - mmaction - INFO - Epoch [26][2960/3757] lr: 2.000e-02, eta: 2 days, 3:43:49, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1806, loss: 2.1806, grad_norm: 4.0624 2020-07-25 21:25:14,652 - mmaction - INFO - Epoch [26][2980/3757] lr: 2.000e-02, eta: 2 days, 3:43:36, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2896, loss: 2.2896, grad_norm: 4.0992 2020-07-25 21:25:28,873 - mmaction - INFO - Epoch [26][3000/3757] lr: 2.000e-02, eta: 2 days, 3:43:25, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3338, loss: 2.3338, grad_norm: 4.0153 2020-07-25 21:25:41,939 - mmaction - INFO - Epoch [26][3020/3757] lr: 2.000e-02, eta: 2 days, 3:43:10, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.9409 2020-07-25 21:25:55,475 - mmaction - INFO - Epoch [26][3040/3757] lr: 2.000e-02, eta: 2 days, 3:42:57, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2500, loss: 2.2500, grad_norm: 3.8421 2020-07-25 21:26:09,400 - mmaction - INFO - Epoch [26][3060/3757] lr: 2.000e-02, eta: 2 days, 3:42:46, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2043, loss: 2.2043, grad_norm: 4.0175 2020-07-25 21:26:23,551 - mmaction - INFO - Epoch [26][3080/3757] lr: 2.000e-02, eta: 2 days, 3:42:35, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.9264 2020-07-25 21:26:36,760 - mmaction - INFO - Epoch [26][3100/3757] lr: 2.000e-02, eta: 2 days, 3:42:21, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2262, loss: 2.2262, grad_norm: 4.0348 2020-07-25 21:26:50,586 - mmaction - INFO - Epoch [26][3120/3757] lr: 2.000e-02, eta: 2 days, 3:42:09, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.2441, loss: 2.2441, grad_norm: 4.0990 2020-07-25 21:27:03,936 - mmaction - INFO - Epoch [26][3140/3757] lr: 2.000e-02, eta: 2 days, 3:41:56, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.9825 2020-07-25 21:27:18,384 - mmaction - INFO - Epoch [26][3160/3757] lr: 2.000e-02, eta: 2 days, 3:41:45, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.2000, loss: 2.2000, grad_norm: 4.0566 2020-07-25 21:27:31,160 - mmaction - INFO - Epoch [26][3180/3757] lr: 2.000e-02, eta: 2 days, 3:41:30, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.9755 2020-07-25 21:27:44,579 - mmaction - INFO - Epoch [26][3200/3757] lr: 2.000e-02, eta: 2 days, 3:41:17, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2391, loss: 2.2391, grad_norm: 4.1264 2020-07-25 21:27:58,672 - mmaction - INFO - Epoch [26][3220/3757] lr: 2.000e-02, eta: 2 days, 3:41:06, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.8937 2020-07-25 21:28:11,374 - mmaction - INFO - Epoch [26][3240/3757] lr: 2.000e-02, eta: 2 days, 3:40:51, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.3124, loss: 2.3124, grad_norm: 4.0176 2020-07-25 21:28:26,052 - mmaction - INFO - Epoch [26][3260/3757] lr: 2.000e-02, eta: 2 days, 3:40:41, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1885, loss: 2.1885, grad_norm: 4.1645 2020-07-25 21:28:39,582 - mmaction - INFO - Epoch [26][3280/3757] lr: 2.000e-02, eta: 2 days, 3:40:28, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2727, loss: 2.2727, grad_norm: 3.9771 2020-07-25 21:28:53,238 - mmaction - INFO - Epoch [26][3300/3757] lr: 2.000e-02, eta: 2 days, 3:40:16, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.8894 2020-07-25 21:29:06,889 - mmaction - INFO - Epoch [26][3320/3757] lr: 2.000e-02, eta: 2 days, 3:40:03, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7523, loss_cls: 2.1886, loss: 2.1886, grad_norm: 4.0880 2020-07-25 21:29:19,997 - mmaction - INFO - Epoch [26][3340/3757] lr: 2.000e-02, eta: 2 days, 3:39:49, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.9683 2020-07-25 21:29:33,799 - mmaction - INFO - Epoch [26][3360/3757] lr: 2.000e-02, eta: 2 days, 3:39:37, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3199, loss: 2.3199, grad_norm: 3.8779 2020-07-25 21:29:47,217 - mmaction - INFO - Epoch [26][3380/3757] lr: 2.000e-02, eta: 2 days, 3:39:24, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7555, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.9939 2020-07-25 21:30:01,449 - mmaction - INFO - Epoch [26][3400/3757] lr: 2.000e-02, eta: 2 days, 3:39:13, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7242, loss_cls: 2.2947, loss: 2.2947, grad_norm: 3.9330 2020-07-25 21:30:14,461 - mmaction - INFO - Epoch [26][3420/3757] lr: 2.000e-02, eta: 2 days, 3:38:59, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7641, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9771 2020-07-25 21:30:27,628 - mmaction - INFO - Epoch [26][3440/3757] lr: 2.000e-02, eta: 2 days, 3:38:44, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.9845 2020-07-25 21:30:40,905 - mmaction - INFO - Epoch [26][3460/3757] lr: 2.000e-02, eta: 2 days, 3:38:31, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2180, loss: 2.2180, grad_norm: 4.0711 2020-07-25 21:30:54,510 - mmaction - INFO - Epoch [26][3480/3757] lr: 2.000e-02, eta: 2 days, 3:38:18, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7234, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.9291 2020-07-25 21:31:08,020 - mmaction - INFO - Epoch [26][3500/3757] lr: 2.000e-02, eta: 2 days, 3:38:05, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2557, loss: 2.2557, grad_norm: 4.0263 2020-07-25 21:31:22,449 - mmaction - INFO - Epoch [26][3520/3757] lr: 2.000e-02, eta: 2 days, 3:37:55, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.9005 2020-07-25 21:31:35,398 - mmaction - INFO - Epoch [26][3540/3757] lr: 2.000e-02, eta: 2 days, 3:37:40, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.9461 2020-07-25 21:31:48,540 - mmaction - INFO - Epoch [26][3560/3757] lr: 2.000e-02, eta: 2 days, 3:37:27, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.8688 2020-07-25 21:32:01,856 - mmaction - INFO - Epoch [26][3580/3757] lr: 2.000e-02, eta: 2 days, 3:37:13, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2555, loss: 2.2555, grad_norm: 4.0442 2020-07-25 21:32:15,217 - mmaction - INFO - Epoch [26][3600/3757] lr: 2.000e-02, eta: 2 days, 3:37:00, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2556, loss: 2.2556, grad_norm: 4.0276 2020-07-25 21:32:28,763 - mmaction - INFO - Epoch [26][3620/3757] lr: 2.000e-02, eta: 2 days, 3:36:47, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2642, loss: 2.2642, grad_norm: 4.0391 2020-07-25 21:32:41,863 - mmaction - INFO - Epoch [26][3640/3757] lr: 2.000e-02, eta: 2 days, 3:36:33, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.8667 2020-07-25 21:32:55,250 - mmaction - INFO - Epoch [26][3660/3757] lr: 2.000e-02, eta: 2 days, 3:36:19, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2551, loss: 2.2551, grad_norm: 4.1008 2020-07-25 21:33:08,448 - mmaction - INFO - Epoch [26][3680/3757] lr: 2.000e-02, eta: 2 days, 3:36:06, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7523, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.9589 2020-07-25 21:33:22,374 - mmaction - INFO - Epoch [26][3700/3757] lr: 2.000e-02, eta: 2 days, 3:35:54, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.9187 2020-07-25 21:33:36,065 - mmaction - INFO - Epoch [26][3720/3757] lr: 2.000e-02, eta: 2 days, 3:35:42, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7453, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.9561 2020-07-25 21:33:49,153 - mmaction - INFO - Epoch [26][3740/3757] lr: 2.000e-02, eta: 2 days, 3:35:27, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.2187, loss: 2.2187, grad_norm: 4.0186 2020-07-25 21:34:00,968 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-07-25 21:34:26,841 - mmaction - INFO - Epoch [27][20/3757] lr: 2.000e-02, eta: 2 days, 3:35:03, time: 1.234, data_time: 0.607, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1394, loss: 2.1394, grad_norm: 4.1022 2020-07-25 21:34:39,903 - mmaction - INFO - Epoch [27][40/3757] lr: 2.000e-02, eta: 2 days, 3:34:48, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.9243 2020-07-25 21:34:53,281 - mmaction - INFO - Epoch [27][60/3757] lr: 2.000e-02, eta: 2 days, 3:34:35, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.0905 2020-07-25 21:35:05,900 - mmaction - INFO - Epoch [27][80/3757] lr: 2.000e-02, eta: 2 days, 3:34:20, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 2.0469, loss: 2.0469, grad_norm: 4.1526 2020-07-25 21:35:18,925 - mmaction - INFO - Epoch [27][100/3757] lr: 2.000e-02, eta: 2 days, 3:34:05, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1731, loss: 2.1731, grad_norm: 3.9538 2020-07-25 21:35:32,143 - mmaction - INFO - Epoch [27][120/3757] lr: 2.000e-02, eta: 2 days, 3:33:51, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.9638 2020-07-25 21:35:45,341 - mmaction - INFO - Epoch [27][140/3757] lr: 2.000e-02, eta: 2 days, 3:33:37, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7242, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.8742 2020-07-25 21:35:58,471 - mmaction - INFO - Epoch [27][160/3757] lr: 2.000e-02, eta: 2 days, 3:33:24, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.8766 2020-07-25 21:36:11,608 - mmaction - INFO - Epoch [27][180/3757] lr: 2.000e-02, eta: 2 days, 3:33:09, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.9902 2020-07-25 21:36:24,948 - mmaction - INFO - Epoch [27][200/3757] lr: 2.000e-02, eta: 2 days, 3:32:56, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2527, loss: 2.2527, grad_norm: 3.8958 2020-07-25 21:36:38,860 - mmaction - INFO - Epoch [27][220/3757] lr: 2.000e-02, eta: 2 days, 3:32:44, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.0148 2020-07-25 21:36:52,004 - mmaction - INFO - Epoch [27][240/3757] lr: 2.000e-02, eta: 2 days, 3:32:30, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.2021, loss: 2.2021, grad_norm: 4.0124 2020-07-25 21:37:05,353 - mmaction - INFO - Epoch [27][260/3757] lr: 2.000e-02, eta: 2 days, 3:32:17, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.6770 2020-07-25 21:37:18,626 - mmaction - INFO - Epoch [27][280/3757] lr: 2.000e-02, eta: 2 days, 3:32:03, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1490, loss: 2.1490, grad_norm: 4.0258 2020-07-25 21:37:31,944 - mmaction - INFO - Epoch [27][300/3757] lr: 2.000e-02, eta: 2 days, 3:31:50, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.9857 2020-07-25 21:37:45,848 - mmaction - INFO - Epoch [27][320/3757] lr: 2.000e-02, eta: 2 days, 3:31:38, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1307, loss: 2.1307, grad_norm: 4.1337 2020-07-25 21:37:59,799 - mmaction - INFO - Epoch [27][340/3757] lr: 2.000e-02, eta: 2 days, 3:31:26, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1466, loss: 2.1466, grad_norm: 4.0369 2020-07-25 21:38:14,079 - mmaction - INFO - Epoch [27][360/3757] lr: 2.000e-02, eta: 2 days, 3:31:16, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.9099 2020-07-25 21:38:27,370 - mmaction - INFO - Epoch [27][380/3757] lr: 2.000e-02, eta: 2 days, 3:31:02, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1188, loss: 2.1188, grad_norm: 4.0137 2020-07-25 21:38:40,476 - mmaction - INFO - Epoch [27][400/3757] lr: 2.000e-02, eta: 2 days, 3:30:48, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.2671, loss: 2.2671, grad_norm: 4.0054 2020-07-25 21:38:54,259 - mmaction - INFO - Epoch [27][420/3757] lr: 2.000e-02, eta: 2 days, 3:30:36, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7461, loss_cls: 2.2034, loss: 2.2034, grad_norm: 4.1547 2020-07-25 21:39:07,703 - mmaction - INFO - Epoch [27][440/3757] lr: 2.000e-02, eta: 2 days, 3:30:23, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.9201 2020-07-25 21:39:22,215 - mmaction - INFO - Epoch [27][460/3757] lr: 2.000e-02, eta: 2 days, 3:30:13, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7250, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.9827 2020-07-25 21:39:35,867 - mmaction - INFO - Epoch [27][480/3757] lr: 2.000e-02, eta: 2 days, 3:30:00, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2489, loss: 2.2489, grad_norm: 4.1204 2020-07-25 21:39:49,639 - mmaction - INFO - Epoch [27][500/3757] lr: 2.000e-02, eta: 2 days, 3:29:48, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.9962 2020-07-25 21:40:02,874 - mmaction - INFO - Epoch [27][520/3757] lr: 2.000e-02, eta: 2 days, 3:29:34, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7359, loss_cls: 2.1794, loss: 2.1794, grad_norm: 4.0030 2020-07-25 21:40:16,829 - mmaction - INFO - Epoch [27][540/3757] lr: 2.000e-02, eta: 2 days, 3:29:23, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1761, loss: 2.1761, grad_norm: 4.0171 2020-07-25 21:40:31,074 - mmaction - INFO - Epoch [27][560/3757] lr: 2.000e-02, eta: 2 days, 3:29:12, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.8092 2020-07-25 21:40:45,075 - mmaction - INFO - Epoch [27][580/3757] lr: 2.000e-02, eta: 2 days, 3:29:00, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.9707 2020-07-25 21:40:58,121 - mmaction - INFO - Epoch [27][600/3757] lr: 2.000e-02, eta: 2 days, 3:28:46, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.9666 2020-07-25 21:41:12,119 - mmaction - INFO - Epoch [27][620/3757] lr: 2.000e-02, eta: 2 days, 3:28:34, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.8608 2020-07-25 21:41:26,500 - mmaction - INFO - Epoch [27][640/3757] lr: 2.000e-02, eta: 2 days, 3:28:24, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1318, loss: 2.1318, grad_norm: 4.0496 2020-07-25 21:41:40,011 - mmaction - INFO - Epoch [27][660/3757] lr: 2.000e-02, eta: 2 days, 3:28:11, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2894, loss: 2.2894, grad_norm: 4.0365 2020-07-25 21:41:53,368 - mmaction - INFO - Epoch [27][680/3757] lr: 2.000e-02, eta: 2 days, 3:27:57, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1538, loss: 2.1538, grad_norm: 4.0505 2020-07-25 21:42:07,264 - mmaction - INFO - Epoch [27][700/3757] lr: 2.000e-02, eta: 2 days, 3:27:46, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7297, loss_cls: 2.2987, loss: 2.2987, grad_norm: 4.0859 2020-07-25 21:42:21,624 - mmaction - INFO - Epoch [27][720/3757] lr: 2.000e-02, eta: 2 days, 3:27:35, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9336 2020-07-25 21:42:34,376 - mmaction - INFO - Epoch [27][740/3757] lr: 2.000e-02, eta: 2 days, 3:27:20, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.9805 2020-07-25 21:42:47,682 - mmaction - INFO - Epoch [27][760/3757] lr: 2.000e-02, eta: 2 days, 3:27:06, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7281, loss_cls: 2.2983, loss: 2.2983, grad_norm: 3.9003 2020-07-25 21:43:01,383 - mmaction - INFO - Epoch [27][780/3757] lr: 2.000e-02, eta: 2 days, 3:26:54, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.9337 2020-07-25 21:43:14,833 - mmaction - INFO - Epoch [27][800/3757] lr: 2.000e-02, eta: 2 days, 3:26:41, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3140, loss: 2.3140, grad_norm: 3.9292 2020-07-25 21:43:27,810 - mmaction - INFO - Epoch [27][820/3757] lr: 2.000e-02, eta: 2 days, 3:26:27, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.6502 2020-07-25 21:43:41,531 - mmaction - INFO - Epoch [27][840/3757] lr: 2.000e-02, eta: 2 days, 3:26:14, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.0831 2020-07-25 21:43:55,654 - mmaction - INFO - Epoch [27][860/3757] lr: 2.000e-02, eta: 2 days, 3:26:03, time: 0.712, data_time: 0.009, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9902 2020-07-25 21:44:09,476 - mmaction - INFO - Epoch [27][880/3757] lr: 2.000e-02, eta: 2 days, 3:25:51, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.1863, loss: 2.1863, grad_norm: 4.1280 2020-07-25 21:44:22,767 - mmaction - INFO - Epoch [27][900/3757] lr: 2.000e-02, eta: 2 days, 3:25:37, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.9218 2020-07-25 21:44:36,706 - mmaction - INFO - Epoch [27][920/3757] lr: 2.000e-02, eta: 2 days, 3:25:25, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7516, loss_cls: 2.1508, loss: 2.1508, grad_norm: 4.0406 2020-07-25 21:44:49,966 - mmaction - INFO - Epoch [27][940/3757] lr: 2.000e-02, eta: 2 days, 3:25:12, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.2151, loss: 2.2151, grad_norm: 4.0843 2020-07-25 21:45:03,513 - mmaction - INFO - Epoch [27][960/3757] lr: 2.000e-02, eta: 2 days, 3:24:59, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.8630 2020-07-25 21:45:17,553 - mmaction - INFO - Epoch [27][980/3757] lr: 2.000e-02, eta: 2 days, 3:24:48, time: 0.701, data_time: 0.002, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.9000 2020-07-25 21:45:31,666 - mmaction - INFO - Epoch [27][1000/3757] lr: 2.000e-02, eta: 2 days, 3:24:36, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1501, loss: 2.1501, grad_norm: 4.0661 2020-07-25 21:45:44,511 - mmaction - INFO - Epoch [27][1020/3757] lr: 2.000e-02, eta: 2 days, 3:24:22, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3314, loss: 2.3314, grad_norm: 4.0681 2020-07-25 21:45:58,700 - mmaction - INFO - Epoch [27][1040/3757] lr: 2.000e-02, eta: 2 days, 3:24:10, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.9081 2020-07-25 21:46:11,741 - mmaction - INFO - Epoch [27][1060/3757] lr: 2.000e-02, eta: 2 days, 3:23:56, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1308, loss: 2.1308, grad_norm: 4.0141 2020-07-25 21:46:25,163 - mmaction - INFO - Epoch [27][1080/3757] lr: 2.000e-02, eta: 2 days, 3:23:43, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2065, loss: 2.2065, grad_norm: 4.1615 2020-07-25 21:46:38,484 - mmaction - INFO - Epoch [27][1100/3757] lr: 2.000e-02, eta: 2 days, 3:23:30, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.2260, loss: 2.2260, grad_norm: 4.0563 2020-07-25 21:46:52,354 - mmaction - INFO - Epoch [27][1120/3757] lr: 2.000e-02, eta: 2 days, 3:23:18, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2011, loss: 2.2011, grad_norm: 4.0049 2020-07-25 21:47:06,317 - mmaction - INFO - Epoch [27][1140/3757] lr: 2.000e-02, eta: 2 days, 3:23:06, time: 0.698, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7195, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.9475 2020-07-25 21:47:20,142 - mmaction - INFO - Epoch [27][1160/3757] lr: 2.000e-02, eta: 2 days, 3:22:54, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1876, loss: 2.1876, grad_norm: 4.0184 2020-07-25 21:47:33,295 - mmaction - INFO - Epoch [27][1180/3757] lr: 2.000e-02, eta: 2 days, 3:22:40, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1630, loss: 2.1630, grad_norm: 4.0966 2020-07-25 21:47:47,250 - mmaction - INFO - Epoch [27][1200/3757] lr: 2.000e-02, eta: 2 days, 3:22:28, time: 0.697, data_time: 0.002, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.9789 2020-07-25 21:48:00,826 - mmaction - INFO - Epoch [27][1220/3757] lr: 2.000e-02, eta: 2 days, 3:22:15, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2933, loss: 2.2933, grad_norm: 4.1156 2020-07-25 21:48:14,269 - mmaction - INFO - Epoch [27][1240/3757] lr: 2.000e-02, eta: 2 days, 3:22:02, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2390, loss: 2.2390, grad_norm: 4.1145 2020-07-25 21:48:28,335 - mmaction - INFO - Epoch [27][1260/3757] lr: 2.000e-02, eta: 2 days, 3:21:51, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.2364, loss: 2.2364, grad_norm: 4.0882 2020-07-25 21:48:42,704 - mmaction - INFO - Epoch [27][1280/3757] lr: 2.000e-02, eta: 2 days, 3:21:40, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.8371 2020-07-25 21:48:55,795 - mmaction - INFO - Epoch [27][1300/3757] lr: 2.000e-02, eta: 2 days, 3:21:26, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2363, loss: 2.2363, grad_norm: 4.1669 2020-07-25 21:49:10,494 - mmaction - INFO - Epoch [27][1320/3757] lr: 2.000e-02, eta: 2 days, 3:21:17, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0982, loss: 2.0982, grad_norm: 3.7838 2020-07-25 21:49:23,258 - mmaction - INFO - Epoch [27][1340/3757] lr: 2.000e-02, eta: 2 days, 3:21:02, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.8875 2020-07-25 21:49:36,298 - mmaction - INFO - Epoch [27][1360/3757] lr: 2.000e-02, eta: 2 days, 3:20:47, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.8621 2020-07-25 21:49:50,248 - mmaction - INFO - Epoch [27][1380/3757] lr: 2.000e-02, eta: 2 days, 3:20:36, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7133, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.9783 2020-07-25 21:50:04,513 - mmaction - INFO - Epoch [27][1400/3757] lr: 2.000e-02, eta: 2 days, 3:20:25, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7133, loss_cls: 2.3057, loss: 2.3057, grad_norm: 4.0805 2020-07-25 21:50:18,117 - mmaction - INFO - Epoch [27][1420/3757] lr: 2.000e-02, eta: 2 days, 3:20:12, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7297, loss_cls: 2.2350, loss: 2.2350, grad_norm: 4.0817 2020-07-25 21:50:31,323 - mmaction - INFO - Epoch [27][1440/3757] lr: 2.000e-02, eta: 2 days, 3:19:58, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2270, loss: 2.2270, grad_norm: 4.0774 2020-07-25 21:50:44,407 - mmaction - INFO - Epoch [27][1460/3757] lr: 2.000e-02, eta: 2 days, 3:19:44, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.3196, loss: 2.3196, grad_norm: 3.8853 2020-07-25 21:50:58,045 - mmaction - INFO - Epoch [27][1480/3757] lr: 2.000e-02, eta: 2 days, 3:19:32, time: 0.687, data_time: 0.009, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7305, loss_cls: 2.1786, loss: 2.1786, grad_norm: 4.0933 2020-07-25 21:51:11,244 - mmaction - INFO - Epoch [27][1500/3757] lr: 2.000e-02, eta: 2 days, 3:19:18, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.2002, loss: 2.2002, grad_norm: 4.0040 2020-07-25 21:51:25,026 - mmaction - INFO - Epoch [27][1520/3757] lr: 2.000e-02, eta: 2 days, 3:19:06, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1423, loss: 2.1423, grad_norm: 4.0182 2020-07-25 21:51:39,084 - mmaction - INFO - Epoch [27][1540/3757] lr: 2.000e-02, eta: 2 days, 3:18:54, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.2374, loss: 2.2374, grad_norm: 4.2051 2020-07-25 21:51:52,143 - mmaction - INFO - Epoch [27][1560/3757] lr: 2.000e-02, eta: 2 days, 3:18:40, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.9861 2020-07-25 21:52:05,506 - mmaction - INFO - Epoch [27][1580/3757] lr: 2.000e-02, eta: 2 days, 3:18:27, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2170, loss: 2.2170, grad_norm: 4.0023 2020-07-25 21:52:18,567 - mmaction - INFO - Epoch [27][1600/3757] lr: 2.000e-02, eta: 2 days, 3:18:12, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3398, loss: 2.3398, grad_norm: 4.0346 2020-07-25 21:52:32,354 - mmaction - INFO - Epoch [27][1620/3757] lr: 2.000e-02, eta: 2 days, 3:18:00, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2573, loss: 2.2573, grad_norm: 4.0039 2020-07-25 21:52:46,598 - mmaction - INFO - Epoch [27][1640/3757] lr: 2.000e-02, eta: 2 days, 3:17:49, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.9063 2020-07-25 21:53:00,698 - mmaction - INFO - Epoch [27][1660/3757] lr: 2.000e-02, eta: 2 days, 3:17:38, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.1357, loss: 2.1357, grad_norm: 3.9457 2020-07-25 21:53:13,783 - mmaction - INFO - Epoch [27][1680/3757] lr: 2.000e-02, eta: 2 days, 3:17:24, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.8459 2020-07-25 21:53:26,995 - mmaction - INFO - Epoch [27][1700/3757] lr: 2.000e-02, eta: 2 days, 3:17:10, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.9166 2020-07-25 21:53:40,528 - mmaction - INFO - Epoch [27][1720/3757] lr: 2.000e-02, eta: 2 days, 3:16:57, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7555, loss_cls: 2.1104, loss: 2.1104, grad_norm: 4.0861 2020-07-25 21:53:54,604 - mmaction - INFO - Epoch [27][1740/3757] lr: 2.000e-02, eta: 2 days, 3:16:46, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2552, loss: 2.2552, grad_norm: 4.0437 2020-07-25 21:54:07,621 - mmaction - INFO - Epoch [27][1760/3757] lr: 2.000e-02, eta: 2 days, 3:16:31, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7500, loss_cls: 2.1689, loss: 2.1689, grad_norm: 4.0043 2020-07-25 21:54:21,051 - mmaction - INFO - Epoch [27][1780/3757] lr: 2.000e-02, eta: 2 days, 3:16:18, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.0084 2020-07-25 21:54:34,553 - mmaction - INFO - Epoch [27][1800/3757] lr: 2.000e-02, eta: 2 days, 3:16:05, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.0232 2020-07-25 21:54:48,529 - mmaction - INFO - Epoch [27][1820/3757] lr: 2.000e-02, eta: 2 days, 3:15:53, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2165, loss: 2.2165, grad_norm: 4.0428 2020-07-25 21:55:01,791 - mmaction - INFO - Epoch [27][1840/3757] lr: 2.000e-02, eta: 2 days, 3:15:40, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.9686 2020-07-25 21:55:14,996 - mmaction - INFO - Epoch [27][1860/3757] lr: 2.000e-02, eta: 2 days, 3:15:26, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2708, loss: 2.2708, grad_norm: 4.0011 2020-07-25 21:55:28,175 - mmaction - INFO - Epoch [27][1880/3757] lr: 2.000e-02, eta: 2 days, 3:15:12, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.9976 2020-07-25 21:55:42,160 - mmaction - INFO - Epoch [27][1900/3757] lr: 2.000e-02, eta: 2 days, 3:15:01, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.9957 2020-07-25 21:55:55,469 - mmaction - INFO - Epoch [27][1920/3757] lr: 2.000e-02, eta: 2 days, 3:14:47, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1174, loss: 2.1174, grad_norm: 4.0478 2020-07-25 21:56:09,071 - mmaction - INFO - Epoch [27][1940/3757] lr: 2.000e-02, eta: 2 days, 3:14:34, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0631, loss: 2.0631, grad_norm: 3.9092 2020-07-25 21:56:22,827 - mmaction - INFO - Epoch [27][1960/3757] lr: 2.000e-02, eta: 2 days, 3:14:22, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7133, loss_cls: 2.2616, loss: 2.2616, grad_norm: 4.1896 2020-07-25 21:56:36,875 - mmaction - INFO - Epoch [27][1980/3757] lr: 2.000e-02, eta: 2 days, 3:14:11, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.9509 2020-07-25 21:56:49,748 - mmaction - INFO - Epoch [27][2000/3757] lr: 2.000e-02, eta: 2 days, 3:13:56, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2420, loss: 2.2420, grad_norm: 4.1415 2020-07-25 21:57:03,075 - mmaction - INFO - Epoch [27][2020/3757] lr: 2.000e-02, eta: 2 days, 3:13:42, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1689, loss: 2.1689, grad_norm: 4.0500 2020-07-25 21:57:16,244 - mmaction - INFO - Epoch [27][2040/3757] lr: 2.000e-02, eta: 2 days, 3:13:28, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.2679, loss: 2.2679, grad_norm: 4.1006 2020-07-25 21:57:30,268 - mmaction - INFO - Epoch [27][2060/3757] lr: 2.000e-02, eta: 2 days, 3:13:17, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2679, loss: 2.2679, grad_norm: 4.0062 2020-07-25 21:57:43,711 - mmaction - INFO - Epoch [27][2080/3757] lr: 2.000e-02, eta: 2 days, 3:13:04, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7484, loss_cls: 2.1982, loss: 2.1982, grad_norm: 4.1720 2020-07-25 21:57:56,997 - mmaction - INFO - Epoch [27][2100/3757] lr: 2.000e-02, eta: 2 days, 3:12:50, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0751, loss: 2.0751, grad_norm: 3.9564 2020-07-25 21:58:11,412 - mmaction - INFO - Epoch [27][2120/3757] lr: 2.000e-02, eta: 2 days, 3:12:40, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.2491, loss: 2.2491, grad_norm: 4.2778 2020-07-25 21:58:24,347 - mmaction - INFO - Epoch [27][2140/3757] lr: 2.000e-02, eta: 2 days, 3:12:25, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1708, loss: 2.1708, grad_norm: 4.0378 2020-07-25 21:58:38,532 - mmaction - INFO - Epoch [27][2160/3757] lr: 2.000e-02, eta: 2 days, 3:12:14, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0858, loss: 2.0858, grad_norm: 4.0464 2020-07-25 21:58:51,861 - mmaction - INFO - Epoch [27][2180/3757] lr: 2.000e-02, eta: 2 days, 3:12:01, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2100, loss: 2.2100, grad_norm: 4.0357 2020-07-25 21:59:04,980 - mmaction - INFO - Epoch [27][2200/3757] lr: 2.000e-02, eta: 2 days, 3:11:46, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7242, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.9898 2020-07-25 21:59:19,335 - mmaction - INFO - Epoch [27][2220/3757] lr: 2.000e-02, eta: 2 days, 3:11:36, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.2207, loss: 2.2207, grad_norm: 4.0731 2020-07-25 21:59:33,253 - mmaction - INFO - Epoch [27][2240/3757] lr: 2.000e-02, eta: 2 days, 3:11:24, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.9579 2020-07-25 21:59:46,678 - mmaction - INFO - Epoch [27][2260/3757] lr: 2.000e-02, eta: 2 days, 3:11:11, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.9376 2020-07-25 22:00:01,218 - mmaction - INFO - Epoch [27][2280/3757] lr: 2.000e-02, eta: 2 days, 3:11:01, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.8709 2020-07-25 22:00:15,654 - mmaction - INFO - Epoch [27][2300/3757] lr: 2.000e-02, eta: 2 days, 3:10:50, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.2802, loss: 2.2802, grad_norm: 3.8434 2020-07-25 22:00:29,840 - mmaction - INFO - Epoch [27][2320/3757] lr: 2.000e-02, eta: 2 days, 3:10:39, time: 0.716, data_time: 0.017, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1373, loss: 2.1373, grad_norm: 4.0722 2020-07-25 22:00:42,815 - mmaction - INFO - Epoch [27][2340/3757] lr: 2.000e-02, eta: 2 days, 3:10:25, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2073, loss: 2.2073, grad_norm: 4.0489 2020-07-25 22:00:55,979 - mmaction - INFO - Epoch [27][2360/3757] lr: 2.000e-02, eta: 2 days, 3:10:11, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3040, loss: 2.3040, grad_norm: 3.9894 2020-07-25 22:01:10,117 - mmaction - INFO - Epoch [27][2380/3757] lr: 2.000e-02, eta: 2 days, 3:10:00, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.2137, loss: 2.2137, grad_norm: 4.0361 2020-07-25 22:01:23,621 - mmaction - INFO - Epoch [27][2400/3757] lr: 2.000e-02, eta: 2 days, 3:09:47, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.9610 2020-07-25 22:01:37,189 - mmaction - INFO - Epoch [27][2420/3757] lr: 2.000e-02, eta: 2 days, 3:09:34, time: 0.681, data_time: 0.009, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.9609 2020-07-25 22:01:51,092 - mmaction - INFO - Epoch [27][2440/3757] lr: 2.000e-02, eta: 2 days, 3:09:22, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.9603 2020-07-25 22:02:05,840 - mmaction - INFO - Epoch [27][2460/3757] lr: 2.000e-02, eta: 2 days, 3:09:13, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.9228 2020-07-25 22:02:18,598 - mmaction - INFO - Epoch [27][2480/3757] lr: 2.000e-02, eta: 2 days, 3:08:57, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1754, loss: 2.1754, grad_norm: 4.0206 2020-07-25 22:02:33,413 - mmaction - INFO - Epoch [27][2500/3757] lr: 2.000e-02, eta: 2 days, 3:08:48, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.2299, loss: 2.2299, grad_norm: 4.0396 2020-07-25 22:02:46,257 - mmaction - INFO - Epoch [27][2520/3757] lr: 2.000e-02, eta: 2 days, 3:08:33, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.9180 2020-07-25 22:02:59,615 - mmaction - INFO - Epoch [27][2540/3757] lr: 2.000e-02, eta: 2 days, 3:08:20, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.8808 2020-07-25 22:03:13,162 - mmaction - INFO - Epoch [27][2560/3757] lr: 2.000e-02, eta: 2 days, 3:08:07, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.2527, loss: 2.2527, grad_norm: 4.0130 2020-07-25 22:03:26,471 - mmaction - INFO - Epoch [27][2580/3757] lr: 2.000e-02, eta: 2 days, 3:07:54, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.8148 2020-07-25 22:03:40,534 - mmaction - INFO - Epoch [27][2600/3757] lr: 2.000e-02, eta: 2 days, 3:07:42, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.9679 2020-07-25 22:03:53,549 - mmaction - INFO - Epoch [27][2620/3757] lr: 2.000e-02, eta: 2 days, 3:07:27, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.9685 2020-07-25 22:04:06,787 - mmaction - INFO - Epoch [27][2640/3757] lr: 2.000e-02, eta: 2 days, 3:07:14, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7258, loss_cls: 2.3061, loss: 2.3061, grad_norm: 4.0571 2020-07-25 22:04:20,363 - mmaction - INFO - Epoch [27][2660/3757] lr: 2.000e-02, eta: 2 days, 3:07:01, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.9115 2020-07-25 22:04:34,498 - mmaction - INFO - Epoch [27][2680/3757] lr: 2.000e-02, eta: 2 days, 3:06:50, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2079, loss: 2.2079, grad_norm: 4.0259 2020-07-25 22:04:47,705 - mmaction - INFO - Epoch [27][2700/3757] lr: 2.000e-02, eta: 2 days, 3:06:36, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2377, loss: 2.2377, grad_norm: 4.0869 2020-07-25 22:05:01,917 - mmaction - INFO - Epoch [27][2720/3757] lr: 2.000e-02, eta: 2 days, 3:06:25, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.9780 2020-07-25 22:05:14,806 - mmaction - INFO - Epoch [27][2740/3757] lr: 2.000e-02, eta: 2 days, 3:06:10, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7070, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.9320 2020-07-25 22:05:28,480 - mmaction - INFO - Epoch [27][2760/3757] lr: 2.000e-02, eta: 2 days, 3:05:58, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.8445 2020-07-25 22:05:41,909 - mmaction - INFO - Epoch [27][2780/3757] lr: 2.000e-02, eta: 2 days, 3:05:45, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7047, loss_cls: 2.2623, loss: 2.2623, grad_norm: 4.0076 2020-07-25 22:05:55,891 - mmaction - INFO - Epoch [27][2800/3757] lr: 2.000e-02, eta: 2 days, 3:05:33, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7492, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.8654 2020-07-25 22:06:09,024 - mmaction - INFO - Epoch [27][2820/3757] lr: 2.000e-02, eta: 2 days, 3:05:19, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.2592, loss: 2.2592, grad_norm: 4.1953 2020-07-25 22:06:22,906 - mmaction - INFO - Epoch [27][2840/3757] lr: 2.000e-02, eta: 2 days, 3:05:07, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.9544 2020-07-25 22:06:37,451 - mmaction - INFO - Epoch [27][2860/3757] lr: 2.000e-02, eta: 2 days, 3:04:57, time: 0.732, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2859, loss: 2.2859, grad_norm: 4.0608 2020-07-25 22:06:51,245 - mmaction - INFO - Epoch [27][2880/3757] lr: 2.000e-02, eta: 2 days, 3:04:44, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7445, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.1874 2020-07-25 22:07:04,227 - mmaction - INFO - Epoch [27][2900/3757] lr: 2.000e-02, eta: 2 days, 3:04:30, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1521, loss: 2.1521, grad_norm: 3.9593 2020-07-25 22:07:17,537 - mmaction - INFO - Epoch [27][2920/3757] lr: 2.000e-02, eta: 2 days, 3:04:17, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.2110, loss: 2.2110, grad_norm: 4.0309 2020-07-25 22:07:30,980 - mmaction - INFO - Epoch [27][2940/3757] lr: 2.000e-02, eta: 2 days, 3:04:04, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.9999 2020-07-25 22:07:44,880 - mmaction - INFO - Epoch [27][2960/3757] lr: 2.000e-02, eta: 2 days, 3:03:52, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.2943, loss: 2.2943, grad_norm: 4.0606 2020-07-25 22:07:58,361 - mmaction - INFO - Epoch [27][2980/3757] lr: 2.000e-02, eta: 2 days, 3:03:39, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.1833, loss: 2.1833, grad_norm: 4.0924 2020-07-25 22:08:12,588 - mmaction - INFO - Epoch [27][3000/3757] lr: 2.000e-02, eta: 2 days, 3:03:27, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.8880 2020-07-25 22:08:26,697 - mmaction - INFO - Epoch [27][3020/3757] lr: 2.000e-02, eta: 2 days, 3:03:16, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.9600 2020-07-25 22:08:41,145 - mmaction - INFO - Epoch [27][3040/3757] lr: 2.000e-02, eta: 2 days, 3:03:06, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.0957, loss: 2.0957, grad_norm: 3.9974 2020-07-25 22:08:54,705 - mmaction - INFO - Epoch [27][3060/3757] lr: 2.000e-02, eta: 2 days, 3:02:53, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7547, loss_cls: 2.2039, loss: 2.2039, grad_norm: 4.1870 2020-07-25 22:09:08,044 - mmaction - INFO - Epoch [27][3080/3757] lr: 2.000e-02, eta: 2 days, 3:02:39, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7336, loss_cls: 2.2843, loss: 2.2843, grad_norm: 4.0646 2020-07-25 22:09:22,830 - mmaction - INFO - Epoch [27][3100/3757] lr: 2.000e-02, eta: 2 days, 3:02:30, time: 0.745, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2385, loss: 2.2385, grad_norm: 3.9981 2020-07-25 22:09:36,378 - mmaction - INFO - Epoch [27][3120/3757] lr: 2.000e-02, eta: 2 days, 3:02:17, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.1129, loss: 2.1129, grad_norm: 4.0275 2020-07-25 22:09:49,950 - mmaction - INFO - Epoch [27][3140/3757] lr: 2.000e-02, eta: 2 days, 3:02:04, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.9118 2020-07-25 22:10:03,316 - mmaction - INFO - Epoch [27][3160/3757] lr: 2.000e-02, eta: 2 days, 3:01:51, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2249, loss: 2.2249, grad_norm: 4.0371 2020-07-25 22:10:16,831 - mmaction - INFO - Epoch [27][3180/3757] lr: 2.000e-02, eta: 2 days, 3:01:38, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.8837 2020-07-25 22:10:30,618 - mmaction - INFO - Epoch [27][3200/3757] lr: 2.000e-02, eta: 2 days, 3:01:26, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1298, loss: 2.1298, grad_norm: 4.0142 2020-07-25 22:10:43,511 - mmaction - INFO - Epoch [27][3220/3757] lr: 2.000e-02, eta: 2 days, 3:01:11, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.3164, loss: 2.3164, grad_norm: 4.0814 2020-07-25 22:10:57,230 - mmaction - INFO - Epoch [27][3240/3757] lr: 2.000e-02, eta: 2 days, 3:00:59, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7617, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.9863 2020-07-25 22:11:10,439 - mmaction - INFO - Epoch [27][3260/3757] lr: 2.000e-02, eta: 2 days, 3:00:45, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1320, loss: 2.1320, grad_norm: 3.8132 2020-07-25 22:11:23,797 - mmaction - INFO - Epoch [27][3280/3757] lr: 2.000e-02, eta: 2 days, 3:00:32, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3079, loss: 2.3079, grad_norm: 4.1029 2020-07-25 22:11:37,255 - mmaction - INFO - Epoch [27][3300/3757] lr: 2.000e-02, eta: 2 days, 3:00:18, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7516, loss_cls: 2.1698, loss: 2.1698, grad_norm: 4.0203 2020-07-25 22:11:50,420 - mmaction - INFO - Epoch [27][3320/3757] lr: 2.000e-02, eta: 2 days, 3:00:05, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.2194, loss: 2.2194, grad_norm: 3.9533 2020-07-25 22:12:04,087 - mmaction - INFO - Epoch [27][3340/3757] lr: 2.000e-02, eta: 2 days, 2:59:52, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2591, loss: 2.2591, grad_norm: 4.0061 2020-07-25 22:12:17,862 - mmaction - INFO - Epoch [27][3360/3757] lr: 2.000e-02, eta: 2 days, 2:59:40, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.9504 2020-07-25 22:12:31,752 - mmaction - INFO - Epoch [27][3380/3757] lr: 2.000e-02, eta: 2 days, 2:59:28, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3279, loss: 2.3279, grad_norm: 4.0349 2020-07-25 22:12:45,650 - mmaction - INFO - Epoch [27][3400/3757] lr: 2.000e-02, eta: 2 days, 2:59:16, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2365, loss: 2.2365, grad_norm: 4.0732 2020-07-25 22:12:58,879 - mmaction - INFO - Epoch [27][3420/3757] lr: 2.000e-02, eta: 2 days, 2:59:02, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.3148, loss: 2.3148, grad_norm: 3.9092 2020-07-25 22:13:13,554 - mmaction - INFO - Epoch [27][3440/3757] lr: 2.000e-02, eta: 2 days, 2:58:52, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.2818, loss: 2.2818, grad_norm: 4.0053 2020-07-25 22:13:27,249 - mmaction - INFO - Epoch [27][3460/3757] lr: 2.000e-02, eta: 2 days, 2:58:40, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.0065 2020-07-25 22:13:41,264 - mmaction - INFO - Epoch [27][3480/3757] lr: 2.000e-02, eta: 2 days, 2:58:28, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3306, loss: 2.3306, grad_norm: 4.0750 2020-07-25 22:13:54,785 - mmaction - INFO - Epoch [27][3500/3757] lr: 2.000e-02, eta: 2 days, 2:58:15, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.8811 2020-07-25 22:14:08,274 - mmaction - INFO - Epoch [27][3520/3757] lr: 2.000e-02, eta: 2 days, 2:58:02, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7414, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.9814 2020-07-25 22:14:22,271 - mmaction - INFO - Epoch [27][3540/3757] lr: 2.000e-02, eta: 2 days, 2:57:50, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2254, loss: 2.2254, grad_norm: 4.0291 2020-07-25 22:14:36,161 - mmaction - INFO - Epoch [27][3560/3757] lr: 2.000e-02, eta: 2 days, 2:57:38, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.1851, loss: 2.1851, grad_norm: 4.0068 2020-07-25 22:14:49,381 - mmaction - INFO - Epoch [27][3580/3757] lr: 2.000e-02, eta: 2 days, 2:57:25, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.9405 2020-07-25 22:15:02,796 - mmaction - INFO - Epoch [27][3600/3757] lr: 2.000e-02, eta: 2 days, 2:57:12, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.9579 2020-07-25 22:15:17,079 - mmaction - INFO - Epoch [27][3620/3757] lr: 2.000e-02, eta: 2 days, 2:57:01, time: 0.715, data_time: 0.002, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.3049, loss: 2.3049, grad_norm: 4.0974 2020-07-25 22:15:30,869 - mmaction - INFO - Epoch [27][3640/3757] lr: 2.000e-02, eta: 2 days, 2:56:48, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1738, loss: 2.1738, grad_norm: 4.0216 2020-07-25 22:15:43,975 - mmaction - INFO - Epoch [27][3660/3757] lr: 2.000e-02, eta: 2 days, 2:56:34, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7398, loss_cls: 2.2249, loss: 2.2249, grad_norm: 4.0538 2020-07-25 22:15:57,716 - mmaction - INFO - Epoch [27][3680/3757] lr: 2.000e-02, eta: 2 days, 2:56:22, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7477, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.9068 2020-07-25 22:16:10,770 - mmaction - INFO - Epoch [27][3700/3757] lr: 2.000e-02, eta: 2 days, 2:56:08, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.2032, loss: 2.2032, grad_norm: 4.1242 2020-07-25 22:16:25,297 - mmaction - INFO - Epoch [27][3720/3757] lr: 2.000e-02, eta: 2 days, 2:55:57, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2605, loss: 2.2605, grad_norm: 4.0483 2020-07-25 22:16:38,346 - mmaction - INFO - Epoch [27][3740/3757] lr: 2.000e-02, eta: 2 days, 2:55:43, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7180, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.8511 2020-07-25 22:16:50,114 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-07-25 22:17:17,103 - mmaction - INFO - Epoch [28][20/3757] lr: 2.000e-02, eta: 2 days, 2:55:20, time: 1.270, data_time: 0.635, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.9107 2020-07-25 22:17:29,456 - mmaction - INFO - Epoch [28][40/3757] lr: 2.000e-02, eta: 2 days, 2:55:04, time: 0.619, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.9098 2020-07-25 22:17:42,926 - mmaction - INFO - Epoch [28][60/3757] lr: 2.000e-02, eta: 2 days, 2:54:51, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2184, loss: 2.2184, grad_norm: 4.1121 2020-07-25 22:17:56,197 - mmaction - INFO - Epoch [28][80/3757] lr: 2.000e-02, eta: 2 days, 2:54:38, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7398, loss_cls: 2.2189, loss: 2.2189, grad_norm: 4.1587 2020-07-25 22:18:10,477 - mmaction - INFO - Epoch [28][100/3757] lr: 2.000e-02, eta: 2 days, 2:54:27, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.9819 2020-07-25 22:18:24,305 - mmaction - INFO - Epoch [28][120/3757] lr: 2.000e-02, eta: 2 days, 2:54:15, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1135, loss: 2.1135, grad_norm: 4.0384 2020-07-25 22:18:37,409 - mmaction - INFO - Epoch [28][140/3757] lr: 2.000e-02, eta: 2 days, 2:54:00, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1641, loss: 2.1641, grad_norm: 4.0828 2020-07-25 22:18:50,766 - mmaction - INFO - Epoch [28][160/3757] lr: 2.000e-02, eta: 2 days, 2:53:47, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.8845 2020-07-25 22:19:04,311 - mmaction - INFO - Epoch [28][180/3757] lr: 2.000e-02, eta: 2 days, 2:53:34, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2193, loss: 2.2193, grad_norm: 4.0660 2020-07-25 22:19:17,896 - mmaction - INFO - Epoch [28][200/3757] lr: 2.000e-02, eta: 2 days, 2:53:21, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.9554 2020-07-25 22:19:31,561 - mmaction - INFO - Epoch [28][220/3757] lr: 2.000e-02, eta: 2 days, 2:53:09, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.0516 2020-07-25 22:19:45,704 - mmaction - INFO - Epoch [28][240/3757] lr: 2.000e-02, eta: 2 days, 2:52:57, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.8351 2020-07-25 22:19:59,194 - mmaction - INFO - Epoch [28][260/3757] lr: 2.000e-02, eta: 2 days, 2:52:44, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2616, loss: 2.2616, grad_norm: 4.0380 2020-07-25 22:20:13,174 - mmaction - INFO - Epoch [28][280/3757] lr: 2.000e-02, eta: 2 days, 2:52:33, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.9213 2020-07-25 22:20:26,310 - mmaction - INFO - Epoch [28][300/3757] lr: 2.000e-02, eta: 2 days, 2:52:19, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7531, loss_cls: 2.1248, loss: 2.1248, grad_norm: 4.0557 2020-07-25 22:20:40,228 - mmaction - INFO - Epoch [28][320/3757] lr: 2.000e-02, eta: 2 days, 2:52:07, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3206, loss: 2.3206, grad_norm: 4.1799 2020-07-25 22:20:53,563 - mmaction - INFO - Epoch [28][340/3757] lr: 2.000e-02, eta: 2 days, 2:51:53, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.9327 2020-07-25 22:21:07,284 - mmaction - INFO - Epoch [28][360/3757] lr: 2.000e-02, eta: 2 days, 2:51:41, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.9342 2020-07-25 22:21:20,813 - mmaction - INFO - Epoch [28][380/3757] lr: 2.000e-02, eta: 2 days, 2:51:28, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7383, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.8937 2020-07-25 22:21:34,422 - mmaction - INFO - Epoch [28][400/3757] lr: 2.000e-02, eta: 2 days, 2:51:15, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.9933 2020-07-25 22:21:47,427 - mmaction - INFO - Epoch [28][420/3757] lr: 2.000e-02, eta: 2 days, 2:51:01, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1431, loss: 2.1431, grad_norm: 4.0034 2020-07-25 22:22:00,731 - mmaction - INFO - Epoch [28][440/3757] lr: 2.000e-02, eta: 2 days, 2:50:47, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7484, loss_cls: 2.2353, loss: 2.2353, grad_norm: 4.0533 2020-07-25 22:22:15,271 - mmaction - INFO - Epoch [28][460/3757] lr: 2.000e-02, eta: 2 days, 2:50:37, time: 0.732, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.1412, loss: 2.1412, grad_norm: 4.0435 2020-07-25 22:22:28,273 - mmaction - INFO - Epoch [28][480/3757] lr: 2.000e-02, eta: 2 days, 2:50:23, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1850, loss: 2.1850, grad_norm: 4.1433 2020-07-25 22:22:42,893 - mmaction - INFO - Epoch [28][500/3757] lr: 2.000e-02, eta: 2 days, 2:50:13, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1533, loss: 2.1533, grad_norm: 4.0032 2020-07-25 22:22:56,532 - mmaction - INFO - Epoch [28][520/3757] lr: 2.000e-02, eta: 2 days, 2:50:00, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.9707 2020-07-25 22:23:09,741 - mmaction - INFO - Epoch [28][540/3757] lr: 2.000e-02, eta: 2 days, 2:49:46, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1340, loss: 2.1340, grad_norm: 4.1301 2020-07-25 22:23:22,974 - mmaction - INFO - Epoch [28][560/3757] lr: 2.000e-02, eta: 2 days, 2:49:32, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.9386 2020-07-25 22:23:36,998 - mmaction - INFO - Epoch [28][580/3757] lr: 2.000e-02, eta: 2 days, 2:49:21, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2479, loss: 2.2479, grad_norm: 4.2236 2020-07-25 22:23:50,878 - mmaction - INFO - Epoch [28][600/3757] lr: 2.000e-02, eta: 2 days, 2:49:09, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7211, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.9867 2020-07-25 22:24:05,660 - mmaction - INFO - Epoch [28][620/3757] lr: 2.000e-02, eta: 2 days, 2:48:59, time: 0.738, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1417, loss: 2.1417, grad_norm: 4.0156 2020-07-25 22:24:19,296 - mmaction - INFO - Epoch [28][640/3757] lr: 2.000e-02, eta: 2 days, 2:48:47, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.9376 2020-07-25 22:24:33,629 - mmaction - INFO - Epoch [28][660/3757] lr: 2.000e-02, eta: 2 days, 2:48:36, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.2193, loss: 2.2193, grad_norm: 4.0426 2020-07-25 22:24:47,518 - mmaction - INFO - Epoch [28][680/3757] lr: 2.000e-02, eta: 2 days, 2:48:24, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.9990 2020-07-25 22:25:01,270 - mmaction - INFO - Epoch [28][700/3757] lr: 2.000e-02, eta: 2 days, 2:48:11, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7625, loss_cls: 2.0690, loss: 2.0690, grad_norm: 3.9797 2020-07-25 22:25:14,619 - mmaction - INFO - Epoch [28][720/3757] lr: 2.000e-02, eta: 2 days, 2:47:58, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2113, loss: 2.2113, grad_norm: 4.1604 2020-07-25 22:25:28,441 - mmaction - INFO - Epoch [28][740/3757] lr: 2.000e-02, eta: 2 days, 2:47:46, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.9554 2020-07-25 22:25:42,110 - mmaction - INFO - Epoch [28][760/3757] lr: 2.000e-02, eta: 2 days, 2:47:33, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.3150, loss: 2.3150, grad_norm: 3.9878 2020-07-25 22:25:55,408 - mmaction - INFO - Epoch [28][780/3757] lr: 2.000e-02, eta: 2 days, 2:47:20, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.7754 2020-07-25 22:26:09,014 - mmaction - INFO - Epoch [28][800/3757] lr: 2.000e-02, eta: 2 days, 2:47:07, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.2618, loss: 2.2618, grad_norm: 4.0211 2020-07-25 22:26:22,901 - mmaction - INFO - Epoch [28][820/3757] lr: 2.000e-02, eta: 2 days, 2:46:55, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.2273, loss: 2.2273, grad_norm: 4.0762 2020-07-25 22:26:36,435 - mmaction - INFO - Epoch [28][840/3757] lr: 2.000e-02, eta: 2 days, 2:46:42, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.9487 2020-07-25 22:26:50,841 - mmaction - INFO - Epoch [28][860/3757] lr: 2.000e-02, eta: 2 days, 2:46:31, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7258, loss_cls: 2.2243, loss: 2.2243, grad_norm: 3.9687 2020-07-25 22:27:03,744 - mmaction - INFO - Epoch [28][880/3757] lr: 2.000e-02, eta: 2 days, 2:46:17, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7070, loss_cls: 2.3091, loss: 2.3091, grad_norm: 4.1000 2020-07-25 22:27:17,825 - mmaction - INFO - Epoch [28][900/3757] lr: 2.000e-02, eta: 2 days, 2:46:05, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.8238 2020-07-25 22:27:31,139 - mmaction - INFO - Epoch [28][920/3757] lr: 2.000e-02, eta: 2 days, 2:45:52, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2166, loss: 2.2166, grad_norm: 4.1339 2020-07-25 22:27:45,315 - mmaction - INFO - Epoch [28][940/3757] lr: 2.000e-02, eta: 2 days, 2:45:41, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.2565, loss: 2.2565, grad_norm: 4.1010 2020-07-25 22:27:58,201 - mmaction - INFO - Epoch [28][960/3757] lr: 2.000e-02, eta: 2 days, 2:45:26, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0841, loss: 2.0841, grad_norm: 3.7344 2020-07-25 22:28:13,422 - mmaction - INFO - Epoch [28][980/3757] lr: 2.000e-02, eta: 2 days, 2:45:17, time: 0.758, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.9383 2020-07-25 22:28:26,639 - mmaction - INFO - Epoch [28][1000/3757] lr: 2.000e-02, eta: 2 days, 2:45:04, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2030, loss: 2.2030, grad_norm: 4.0539 2020-07-25 22:28:39,802 - mmaction - INFO - Epoch [28][1020/3757] lr: 2.000e-02, eta: 2 days, 2:44:50, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7148, loss_cls: 2.2687, loss: 2.2687, grad_norm: 4.0339 2020-07-25 22:28:54,176 - mmaction - INFO - Epoch [28][1040/3757] lr: 2.000e-02, eta: 2 days, 2:44:39, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0865, loss: 2.0865, grad_norm: 3.9440 2020-07-25 22:29:07,731 - mmaction - INFO - Epoch [28][1060/3757] lr: 2.000e-02, eta: 2 days, 2:44:26, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.2817, loss: 2.2817, grad_norm: 4.0716 2020-07-25 22:29:21,915 - mmaction - INFO - Epoch [28][1080/3757] lr: 2.000e-02, eta: 2 days, 2:44:15, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2545, loss: 2.2545, grad_norm: 4.1655 2020-07-25 22:29:35,062 - mmaction - INFO - Epoch [28][1100/3757] lr: 2.000e-02, eta: 2 days, 2:44:01, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.9767 2020-07-25 22:29:48,643 - mmaction - INFO - Epoch [28][1120/3757] lr: 2.000e-02, eta: 2 days, 2:43:48, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.1572, loss: 2.1572, grad_norm: 4.0757 2020-07-25 22:30:02,584 - mmaction - INFO - Epoch [28][1140/3757] lr: 2.000e-02, eta: 2 days, 2:43:36, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2288, loss: 2.2288, grad_norm: 4.1272 2020-07-25 22:30:16,544 - mmaction - INFO - Epoch [28][1160/3757] lr: 2.000e-02, eta: 2 days, 2:43:25, time: 0.698, data_time: 0.002, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.0426 2020-07-25 22:30:29,829 - mmaction - INFO - Epoch [28][1180/3757] lr: 2.000e-02, eta: 2 days, 2:43:11, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1244, loss: 2.1244, grad_norm: 4.0539 2020-07-25 22:30:43,925 - mmaction - INFO - Epoch [28][1200/3757] lr: 2.000e-02, eta: 2 days, 2:43:00, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.1923, loss: 2.1923, grad_norm: 4.1466 2020-07-25 22:30:57,876 - mmaction - INFO - Epoch [28][1220/3757] lr: 2.000e-02, eta: 2 days, 2:42:48, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1716, loss: 2.1716, grad_norm: 4.0689 2020-07-25 22:31:11,828 - mmaction - INFO - Epoch [28][1240/3757] lr: 2.000e-02, eta: 2 days, 2:42:36, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7352, loss_cls: 2.2771, loss: 2.2771, grad_norm: 4.0240 2020-07-25 22:31:25,488 - mmaction - INFO - Epoch [28][1260/3757] lr: 2.000e-02, eta: 2 days, 2:42:23, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1696, loss: 2.1696, grad_norm: 4.0237 2020-07-25 22:31:38,443 - mmaction - INFO - Epoch [28][1280/3757] lr: 2.000e-02, eta: 2 days, 2:42:09, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.9735 2020-07-25 22:31:52,352 - mmaction - INFO - Epoch [28][1300/3757] lr: 2.000e-02, eta: 2 days, 2:41:57, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7523, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.9012 2020-07-25 22:32:05,761 - mmaction - INFO - Epoch [28][1320/3757] lr: 2.000e-02, eta: 2 days, 2:41:44, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7562, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.1325 2020-07-25 22:32:19,885 - mmaction - INFO - Epoch [28][1340/3757] lr: 2.000e-02, eta: 2 days, 2:41:32, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7531, loss_cls: 2.1808, loss: 2.1808, grad_norm: 4.1261 2020-07-25 22:32:33,200 - mmaction - INFO - Epoch [28][1360/3757] lr: 2.000e-02, eta: 2 days, 2:41:19, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2633, loss: 2.2633, grad_norm: 4.0599 2020-07-25 22:32:46,935 - mmaction - INFO - Epoch [28][1380/3757] lr: 2.000e-02, eta: 2 days, 2:41:06, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.9193 2020-07-25 22:33:00,084 - mmaction - INFO - Epoch [28][1400/3757] lr: 2.000e-02, eta: 2 days, 2:40:52, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7453, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.7406 2020-07-25 22:33:13,072 - mmaction - INFO - Epoch [28][1420/3757] lr: 2.000e-02, eta: 2 days, 2:40:38, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.8612 2020-07-25 22:33:26,794 - mmaction - INFO - Epoch [28][1440/3757] lr: 2.000e-02, eta: 2 days, 2:40:25, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1837, loss: 2.1837, grad_norm: 3.9777 2020-07-25 22:33:40,314 - mmaction - INFO - Epoch [28][1460/3757] lr: 2.000e-02, eta: 2 days, 2:40:12, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.9530 2020-07-25 22:33:53,337 - mmaction - INFO - Epoch [28][1480/3757] lr: 2.000e-02, eta: 2 days, 2:39:58, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.8909 2020-07-25 22:34:06,410 - mmaction - INFO - Epoch [28][1500/3757] lr: 2.000e-02, eta: 2 days, 2:39:44, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.8727 2020-07-25 22:34:19,531 - mmaction - INFO - Epoch [28][1520/3757] lr: 2.000e-02, eta: 2 days, 2:39:30, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1780, loss: 2.1780, grad_norm: 4.0416 2020-07-25 22:34:33,072 - mmaction - INFO - Epoch [28][1540/3757] lr: 2.000e-02, eta: 2 days, 2:39:17, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.0023 2020-07-25 22:34:47,012 - mmaction - INFO - Epoch [28][1560/3757] lr: 2.000e-02, eta: 2 days, 2:39:05, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.1535, loss: 2.1535, grad_norm: 4.0144 2020-07-25 22:35:00,311 - mmaction - INFO - Epoch [28][1580/3757] lr: 2.000e-02, eta: 2 days, 2:38:52, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.8594 2020-07-25 22:35:14,321 - mmaction - INFO - Epoch [28][1600/3757] lr: 2.000e-02, eta: 2 days, 2:38:40, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1066, loss: 2.1066, grad_norm: 3.9273 2020-07-25 22:35:27,315 - mmaction - INFO - Epoch [28][1620/3757] lr: 2.000e-02, eta: 2 days, 2:38:26, time: 0.656, data_time: 0.009, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3008, loss: 2.3008, grad_norm: 4.1938 2020-07-25 22:35:41,107 - mmaction - INFO - Epoch [28][1640/3757] lr: 2.000e-02, eta: 2 days, 2:38:13, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.9959 2020-07-25 22:35:55,430 - mmaction - INFO - Epoch [28][1660/3757] lr: 2.000e-02, eta: 2 days, 2:38:02, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2016, loss: 2.2016, grad_norm: 4.0544 2020-07-25 22:36:08,496 - mmaction - INFO - Epoch [28][1680/3757] lr: 2.000e-02, eta: 2 days, 2:37:48, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.9628 2020-07-25 22:36:22,578 - mmaction - INFO - Epoch [28][1700/3757] lr: 2.000e-02, eta: 2 days, 2:37:37, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.9032 2020-07-25 22:36:36,266 - mmaction - INFO - Epoch [28][1720/3757] lr: 2.000e-02, eta: 2 days, 2:37:24, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7586, loss_cls: 2.1182, loss: 2.1182, grad_norm: 4.0051 2020-07-25 22:36:49,395 - mmaction - INFO - Epoch [28][1740/3757] lr: 2.000e-02, eta: 2 days, 2:37:10, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7195, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.8466 2020-07-25 22:37:02,864 - mmaction - INFO - Epoch [28][1760/3757] lr: 2.000e-02, eta: 2 days, 2:36:57, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.2206, loss: 2.2206, grad_norm: 4.0482 2020-07-25 22:37:16,516 - mmaction - INFO - Epoch [28][1780/3757] lr: 2.000e-02, eta: 2 days, 2:36:44, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.3047, loss: 2.3047, grad_norm: 4.1353 2020-07-25 22:37:30,682 - mmaction - INFO - Epoch [28][1800/3757] lr: 2.000e-02, eta: 2 days, 2:36:33, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7258, loss_cls: 2.2585, loss: 2.2585, grad_norm: 3.8891 2020-07-25 22:37:44,953 - mmaction - INFO - Epoch [28][1820/3757] lr: 2.000e-02, eta: 2 days, 2:36:22, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2351, loss: 2.2351, grad_norm: 4.0089 2020-07-25 22:37:58,133 - mmaction - INFO - Epoch [28][1840/3757] lr: 2.000e-02, eta: 2 days, 2:36:08, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.2760, loss: 2.2760, grad_norm: 4.1174 2020-07-25 22:38:11,842 - mmaction - INFO - Epoch [28][1860/3757] lr: 2.000e-02, eta: 2 days, 2:35:56, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.3102, loss: 2.3102, grad_norm: 4.0408 2020-07-25 22:38:26,317 - mmaction - INFO - Epoch [28][1880/3757] lr: 2.000e-02, eta: 2 days, 2:35:45, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.9332 2020-07-25 22:38:39,466 - mmaction - INFO - Epoch [28][1900/3757] lr: 2.000e-02, eta: 2 days, 2:35:31, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.9602 2020-07-25 22:38:54,612 - mmaction - INFO - Epoch [28][1920/3757] lr: 2.000e-02, eta: 2 days, 2:35:22, time: 0.752, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.0767 2020-07-25 22:39:07,514 - mmaction - INFO - Epoch [28][1940/3757] lr: 2.000e-02, eta: 2 days, 2:35:08, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1891, loss: 2.1891, grad_norm: 4.0496 2020-07-25 22:39:20,794 - mmaction - INFO - Epoch [28][1960/3757] lr: 2.000e-02, eta: 2 days, 2:34:54, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.9277 2020-07-25 22:39:35,044 - mmaction - INFO - Epoch [28][1980/3757] lr: 2.000e-02, eta: 2 days, 2:34:43, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2540, loss: 2.2540, grad_norm: 4.0686 2020-07-25 22:39:48,192 - mmaction - INFO - Epoch [28][2000/3757] lr: 2.000e-02, eta: 2 days, 2:34:29, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.9534 2020-07-25 22:40:01,838 - mmaction - INFO - Epoch [28][2020/3757] lr: 2.000e-02, eta: 2 days, 2:34:17, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1667, loss: 2.1667, grad_norm: 3.9039 2020-07-25 22:40:15,025 - mmaction - INFO - Epoch [28][2040/3757] lr: 2.000e-02, eta: 2 days, 2:34:03, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.9735 2020-07-25 22:40:29,114 - mmaction - INFO - Epoch [28][2060/3757] lr: 2.000e-02, eta: 2 days, 2:33:51, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1957, loss: 2.1957, grad_norm: 4.0742 2020-07-25 22:40:42,334 - mmaction - INFO - Epoch [28][2080/3757] lr: 2.000e-02, eta: 2 days, 2:33:37, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.2839, loss: 2.2839, grad_norm: 4.0386 2020-07-25 22:40:56,052 - mmaction - INFO - Epoch [28][2100/3757] lr: 2.000e-02, eta: 2 days, 2:33:25, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.8794 2020-07-25 22:41:09,404 - mmaction - INFO - Epoch [28][2120/3757] lr: 2.000e-02, eta: 2 days, 2:33:11, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.9984 2020-07-25 22:41:22,891 - mmaction - INFO - Epoch [28][2140/3757] lr: 2.000e-02, eta: 2 days, 2:32:58, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7484, loss_cls: 2.2124, loss: 2.2124, grad_norm: 4.0327 2020-07-25 22:41:36,231 - mmaction - INFO - Epoch [28][2160/3757] lr: 2.000e-02, eta: 2 days, 2:32:45, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3095, loss: 2.3095, grad_norm: 4.0838 2020-07-25 22:41:49,999 - mmaction - INFO - Epoch [28][2180/3757] lr: 2.000e-02, eta: 2 days, 2:32:33, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.8368 2020-07-25 22:42:03,750 - mmaction - INFO - Epoch [28][2200/3757] lr: 2.000e-02, eta: 2 days, 2:32:20, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2491, loss: 2.2491, grad_norm: 4.0677 2020-07-25 22:42:17,580 - mmaction - INFO - Epoch [28][2220/3757] lr: 2.000e-02, eta: 2 days, 2:32:08, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2181, loss: 2.2181, grad_norm: 4.0186 2020-07-25 22:42:30,733 - mmaction - INFO - Epoch [28][2240/3757] lr: 2.000e-02, eta: 2 days, 2:31:54, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7484, loss_cls: 2.1810, loss: 2.1810, grad_norm: 4.0695 2020-07-25 22:42:44,511 - mmaction - INFO - Epoch [28][2260/3757] lr: 2.000e-02, eta: 2 days, 2:31:41, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1778, loss: 2.1778, grad_norm: 4.0734 2020-07-25 22:42:57,716 - mmaction - INFO - Epoch [28][2280/3757] lr: 2.000e-02, eta: 2 days, 2:31:28, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2053, loss: 2.2053, grad_norm: 4.2260 2020-07-25 22:43:11,873 - mmaction - INFO - Epoch [28][2300/3757] lr: 2.000e-02, eta: 2 days, 2:31:17, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.9701 2020-07-25 22:43:24,742 - mmaction - INFO - Epoch [28][2320/3757] lr: 2.000e-02, eta: 2 days, 2:31:02, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1780, loss: 2.1780, grad_norm: 3.9749 2020-07-25 22:43:38,336 - mmaction - INFO - Epoch [28][2340/3757] lr: 2.000e-02, eta: 2 days, 2:30:49, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2274, loss: 2.2274, grad_norm: 4.1055 2020-07-25 22:43:52,696 - mmaction - INFO - Epoch [28][2360/3757] lr: 2.000e-02, eta: 2 days, 2:30:38, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7414, loss_cls: 2.1997, loss: 2.1997, grad_norm: 4.0126 2020-07-25 22:44:06,749 - mmaction - INFO - Epoch [28][2380/3757] lr: 2.000e-02, eta: 2 days, 2:30:27, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2451, loss: 2.2451, grad_norm: 3.9853 2020-07-25 22:44:20,328 - mmaction - INFO - Epoch [28][2400/3757] lr: 2.000e-02, eta: 2 days, 2:30:14, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.2406, loss: 2.2406, grad_norm: 4.1024 2020-07-25 22:44:33,646 - mmaction - INFO - Epoch [28][2420/3757] lr: 2.000e-02, eta: 2 days, 2:30:00, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7094, loss_cls: 2.2903, loss: 2.2903, grad_norm: 4.0280 2020-07-25 22:44:47,233 - mmaction - INFO - Epoch [28][2440/3757] lr: 2.000e-02, eta: 2 days, 2:29:48, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.8665 2020-07-25 22:45:01,018 - mmaction - INFO - Epoch [28][2460/3757] lr: 2.000e-02, eta: 2 days, 2:29:35, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2463, loss: 2.2463, grad_norm: 4.0829 2020-07-25 22:45:15,707 - mmaction - INFO - Epoch [28][2480/3757] lr: 2.000e-02, eta: 2 days, 2:29:25, time: 0.735, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.8119 2020-07-25 22:45:28,348 - mmaction - INFO - Epoch [28][2500/3757] lr: 2.000e-02, eta: 2 days, 2:29:10, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.9718 2020-07-25 22:45:42,323 - mmaction - INFO - Epoch [28][2520/3757] lr: 2.000e-02, eta: 2 days, 2:28:58, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7305, loss_cls: 2.2615, loss: 2.2615, grad_norm: 4.0129 2020-07-25 22:45:56,128 - mmaction - INFO - Epoch [28][2540/3757] lr: 2.000e-02, eta: 2 days, 2:28:46, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2055, loss: 2.2055, grad_norm: 4.0895 2020-07-25 22:46:09,200 - mmaction - INFO - Epoch [28][2560/3757] lr: 2.000e-02, eta: 2 days, 2:28:32, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.1894, loss: 2.1894, grad_norm: 4.1258 2020-07-25 22:46:22,841 - mmaction - INFO - Epoch [28][2580/3757] lr: 2.000e-02, eta: 2 days, 2:28:19, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1387, loss: 2.1387, grad_norm: 4.0131 2020-07-25 22:46:36,790 - mmaction - INFO - Epoch [28][2600/3757] lr: 2.000e-02, eta: 2 days, 2:28:07, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2467, loss: 2.2467, grad_norm: 4.0879 2020-07-25 22:46:50,625 - mmaction - INFO - Epoch [28][2620/3757] lr: 2.000e-02, eta: 2 days, 2:27:55, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.9481 2020-07-25 22:47:04,439 - mmaction - INFO - Epoch [28][2640/3757] lr: 2.000e-02, eta: 2 days, 2:27:43, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.9753 2020-07-25 22:47:17,288 - mmaction - INFO - Epoch [28][2660/3757] lr: 2.000e-02, eta: 2 days, 2:27:28, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.9830 2020-07-25 22:47:31,923 - mmaction - INFO - Epoch [28][2680/3757] lr: 2.000e-02, eta: 2 days, 2:27:18, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1796, loss: 2.1796, grad_norm: 4.0551 2020-07-25 22:47:45,913 - mmaction - INFO - Epoch [28][2700/3757] lr: 2.000e-02, eta: 2 days, 2:27:06, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.9993 2020-07-25 22:47:59,369 - mmaction - INFO - Epoch [28][2720/3757] lr: 2.000e-02, eta: 2 days, 2:26:53, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.2773, loss: 2.2773, grad_norm: 4.0511 2020-07-25 22:48:12,559 - mmaction - INFO - Epoch [28][2740/3757] lr: 2.000e-02, eta: 2 days, 2:26:39, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2401, loss: 2.2401, grad_norm: 4.0881 2020-07-25 22:48:26,050 - mmaction - INFO - Epoch [28][2760/3757] lr: 2.000e-02, eta: 2 days, 2:26:26, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.0029 2020-07-25 22:48:39,816 - mmaction - INFO - Epoch [28][2780/3757] lr: 2.000e-02, eta: 2 days, 2:26:13, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2167, loss: 2.2167, grad_norm: 4.0128 2020-07-25 22:48:53,426 - mmaction - INFO - Epoch [28][2800/3757] lr: 2.000e-02, eta: 2 days, 2:26:01, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2298, loss: 2.2298, grad_norm: 4.0159 2020-07-25 22:49:07,025 - mmaction - INFO - Epoch [28][2820/3757] lr: 2.000e-02, eta: 2 days, 2:25:48, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7266, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.9151 2020-07-25 22:49:21,601 - mmaction - INFO - Epoch [28][2840/3757] lr: 2.000e-02, eta: 2 days, 2:25:38, time: 0.728, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.8985 2020-07-25 22:49:35,083 - mmaction - INFO - Epoch [28][2860/3757] lr: 2.000e-02, eta: 2 days, 2:25:25, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2236, loss: 2.2236, grad_norm: 4.0709 2020-07-25 22:49:48,133 - mmaction - INFO - Epoch [28][2880/3757] lr: 2.000e-02, eta: 2 days, 2:25:11, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1945, loss: 2.1945, grad_norm: 4.0713 2020-07-25 22:50:02,501 - mmaction - INFO - Epoch [28][2900/3757] lr: 2.000e-02, eta: 2 days, 2:25:00, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.2452, loss: 2.2452, grad_norm: 4.0637 2020-07-25 22:50:15,895 - mmaction - INFO - Epoch [28][2920/3757] lr: 2.000e-02, eta: 2 days, 2:24:46, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1920, loss: 2.1920, grad_norm: 4.0450 2020-07-25 22:50:28,949 - mmaction - INFO - Epoch [28][2940/3757] lr: 2.000e-02, eta: 2 days, 2:24:32, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.8885 2020-07-25 22:50:42,560 - mmaction - INFO - Epoch [28][2960/3757] lr: 2.000e-02, eta: 2 days, 2:24:19, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.9936 2020-07-25 22:50:56,037 - mmaction - INFO - Epoch [28][2980/3757] lr: 2.000e-02, eta: 2 days, 2:24:06, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.9325 2020-07-25 22:51:09,084 - mmaction - INFO - Epoch [28][3000/3757] lr: 2.000e-02, eta: 2 days, 2:23:52, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1273, loss: 2.1273, grad_norm: 4.0311 2020-07-25 22:51:22,563 - mmaction - INFO - Epoch [28][3020/3757] lr: 2.000e-02, eta: 2 days, 2:23:39, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1786, loss: 2.1786, grad_norm: 4.0051 2020-07-25 22:51:35,842 - mmaction - INFO - Epoch [28][3040/3757] lr: 2.000e-02, eta: 2 days, 2:23:25, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.1822, loss: 2.1822, grad_norm: 4.0422 2020-07-25 22:51:50,470 - mmaction - INFO - Epoch [28][3060/3757] lr: 2.000e-02, eta: 2 days, 2:23:15, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1712, loss: 2.1712, grad_norm: 4.0319 2020-07-25 22:52:03,264 - mmaction - INFO - Epoch [28][3080/3757] lr: 2.000e-02, eta: 2 days, 2:23:00, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2735, loss: 2.2735, grad_norm: 4.0862 2020-07-25 22:52:17,547 - mmaction - INFO - Epoch [28][3100/3757] lr: 2.000e-02, eta: 2 days, 2:22:49, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.9822 2020-07-25 22:52:31,064 - mmaction - INFO - Epoch [28][3120/3757] lr: 2.000e-02, eta: 2 days, 2:22:36, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1458, loss: 2.1458, grad_norm: 4.0560 2020-07-25 22:52:45,275 - mmaction - INFO - Epoch [28][3140/3757] lr: 2.000e-02, eta: 2 days, 2:22:25, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7211, loss_cls: 2.3089, loss: 2.3089, grad_norm: 3.9130 2020-07-25 22:52:58,631 - mmaction - INFO - Epoch [28][3160/3757] lr: 2.000e-02, eta: 2 days, 2:22:12, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.8237 2020-07-25 22:53:11,684 - mmaction - INFO - Epoch [28][3180/3757] lr: 2.000e-02, eta: 2 days, 2:21:57, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1102, loss: 2.1102, grad_norm: 4.0262 2020-07-25 22:53:24,963 - mmaction - INFO - Epoch [28][3200/3757] lr: 2.000e-02, eta: 2 days, 2:21:44, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7211, loss_cls: 2.2853, loss: 2.2853, grad_norm: 3.9865 2020-07-25 22:53:38,287 - mmaction - INFO - Epoch [28][3220/3757] lr: 2.000e-02, eta: 2 days, 2:21:30, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7117, loss_cls: 2.2827, loss: 2.2827, grad_norm: 4.0069 2020-07-25 22:53:52,316 - mmaction - INFO - Epoch [28][3240/3757] lr: 2.000e-02, eta: 2 days, 2:21:18, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.9193 2020-07-25 22:54:05,442 - mmaction - INFO - Epoch [28][3260/3757] lr: 2.000e-02, eta: 2 days, 2:21:05, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3025, loss: 2.3025, grad_norm: 4.0134 2020-07-25 22:54:18,794 - mmaction - INFO - Epoch [28][3280/3757] lr: 2.000e-02, eta: 2 days, 2:20:51, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7477, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.9331 2020-07-25 22:54:32,121 - mmaction - INFO - Epoch [28][3300/3757] lr: 2.000e-02, eta: 2 days, 2:20:37, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2263, loss: 2.2263, grad_norm: 4.0696 2020-07-25 22:54:45,923 - mmaction - INFO - Epoch [28][3320/3757] lr: 2.000e-02, eta: 2 days, 2:20:25, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.0566 2020-07-25 22:54:59,514 - mmaction - INFO - Epoch [28][3340/3757] lr: 2.000e-02, eta: 2 days, 2:20:12, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.9316 2020-07-25 22:55:13,607 - mmaction - INFO - Epoch [28][3360/3757] lr: 2.000e-02, eta: 2 days, 2:20:01, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7383, loss_cls: 2.2210, loss: 2.2210, grad_norm: 4.1433 2020-07-25 22:55:26,432 - mmaction - INFO - Epoch [28][3380/3757] lr: 2.000e-02, eta: 2 days, 2:19:46, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2723, loss: 2.2723, grad_norm: 4.0705 2020-07-25 22:55:39,837 - mmaction - INFO - Epoch [28][3400/3757] lr: 2.000e-02, eta: 2 days, 2:19:33, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0948, loss: 2.0948, grad_norm: 3.8076 2020-07-25 22:55:53,228 - mmaction - INFO - Epoch [28][3420/3757] lr: 2.000e-02, eta: 2 days, 2:19:19, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2420, loss: 2.2420, grad_norm: 4.1301 2020-07-25 22:56:06,689 - mmaction - INFO - Epoch [28][3440/3757] lr: 2.000e-02, eta: 2 days, 2:19:06, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.3140, loss: 2.3140, grad_norm: 4.0818 2020-07-25 22:56:20,503 - mmaction - INFO - Epoch [28][3460/3757] lr: 2.000e-02, eta: 2 days, 2:18:54, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.8772 2020-07-25 22:56:34,485 - mmaction - INFO - Epoch [28][3480/3757] lr: 2.000e-02, eta: 2 days, 2:18:42, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.9935 2020-07-25 22:56:47,529 - mmaction - INFO - Epoch [28][3500/3757] lr: 2.000e-02, eta: 2 days, 2:18:28, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2341, loss: 2.2341, grad_norm: 4.0176 2020-07-25 22:57:01,326 - mmaction - INFO - Epoch [28][3520/3757] lr: 2.000e-02, eta: 2 days, 2:18:16, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7305, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.9913 2020-07-25 22:57:15,246 - mmaction - INFO - Epoch [28][3540/3757] lr: 2.000e-02, eta: 2 days, 2:18:04, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.9715 2020-07-25 22:57:28,222 - mmaction - INFO - Epoch [28][3560/3757] lr: 2.000e-02, eta: 2 days, 2:17:49, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.2051, loss: 2.2051, grad_norm: 4.1102 2020-07-25 22:57:41,827 - mmaction - INFO - Epoch [28][3580/3757] lr: 2.000e-02, eta: 2 days, 2:17:37, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7484, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.0296 2020-07-25 22:57:55,554 - mmaction - INFO - Epoch [28][3600/3757] lr: 2.000e-02, eta: 2 days, 2:17:24, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.9851 2020-07-25 22:58:09,040 - mmaction - INFO - Epoch [28][3620/3757] lr: 2.000e-02, eta: 2 days, 2:17:11, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.8543 2020-07-25 22:58:22,877 - mmaction - INFO - Epoch [28][3640/3757] lr: 2.000e-02, eta: 2 days, 2:16:59, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.8999 2020-07-25 22:58:35,860 - mmaction - INFO - Epoch [28][3660/3757] lr: 2.000e-02, eta: 2 days, 2:16:44, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.3314, loss: 2.3314, grad_norm: 4.0346 2020-07-25 22:58:49,227 - mmaction - INFO - Epoch [28][3680/3757] lr: 2.000e-02, eta: 2 days, 2:16:31, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.9633 2020-07-25 22:59:02,134 - mmaction - INFO - Epoch [28][3700/3757] lr: 2.000e-02, eta: 2 days, 2:16:16, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2405, loss: 2.2405, grad_norm: 4.1759 2020-07-25 22:59:15,415 - mmaction - INFO - Epoch [28][3720/3757] lr: 2.000e-02, eta: 2 days, 2:16:03, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1731, loss: 2.1731, grad_norm: 3.9957 2020-07-25 22:59:28,576 - mmaction - INFO - Epoch [28][3740/3757] lr: 2.000e-02, eta: 2 days, 2:15:49, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7125, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.9350 2020-07-25 22:59:40,253 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-25 23:00:01,821 - mmaction - INFO - Epoch [29][20/3757] lr: 2.000e-02, eta: 2 days, 2:15:13, time: 1.016, data_time: 0.399, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.9252 2020-07-25 23:00:15,884 - mmaction - INFO - Epoch [29][40/3757] lr: 2.000e-02, eta: 2 days, 2:15:00, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0308, loss: 2.0308, grad_norm: 3.9995 2020-07-25 23:00:28,761 - mmaction - INFO - Epoch [29][60/3757] lr: 2.000e-02, eta: 2 days, 2:14:46, time: 0.659, data_time: 0.029, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1121, loss: 2.1121, grad_norm: 3.9278 2020-07-25 23:00:42,194 - mmaction - INFO - Epoch [29][80/3757] lr: 2.000e-02, eta: 2 days, 2:14:33, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.9866 2020-07-25 23:00:55,442 - mmaction - INFO - Epoch [29][100/3757] lr: 2.000e-02, eta: 2 days, 2:14:19, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.0948, loss: 2.0948, grad_norm: 3.9537 2020-07-25 23:01:08,723 - mmaction - INFO - Epoch [29][120/3757] lr: 2.000e-02, eta: 2 days, 2:14:06, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.1000, loss: 2.1000, grad_norm: 4.0102 2020-07-25 23:01:21,883 - mmaction - INFO - Epoch [29][140/3757] lr: 2.000e-02, eta: 2 days, 2:13:52, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1906, loss: 2.1906, grad_norm: 4.0358 2020-07-25 23:01:35,022 - mmaction - INFO - Epoch [29][160/3757] lr: 2.000e-02, eta: 2 days, 2:13:38, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1682, loss: 2.1682, grad_norm: 4.0824 2020-07-25 23:01:48,252 - mmaction - INFO - Epoch [29][180/3757] lr: 2.000e-02, eta: 2 days, 2:13:24, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.9697 2020-07-25 23:02:01,548 - mmaction - INFO - Epoch [29][200/3757] lr: 2.000e-02, eta: 2 days, 2:13:10, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.2061, loss: 2.2061, grad_norm: 4.1687 2020-07-25 23:02:15,402 - mmaction - INFO - Epoch [29][220/3757] lr: 2.000e-02, eta: 2 days, 2:12:58, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.7971 2020-07-25 23:02:28,421 - mmaction - INFO - Epoch [29][240/3757] lr: 2.000e-02, eta: 2 days, 2:12:44, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0916, loss: 2.0916, grad_norm: 4.0525 2020-07-25 23:02:41,853 - mmaction - INFO - Epoch [29][260/3757] lr: 2.000e-02, eta: 2 days, 2:12:31, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.2397, loss: 2.2397, grad_norm: 4.1001 2020-07-25 23:02:55,175 - mmaction - INFO - Epoch [29][280/3757] lr: 2.000e-02, eta: 2 days, 2:12:17, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.0046 2020-07-25 23:03:08,899 - mmaction - INFO - Epoch [29][300/3757] lr: 2.000e-02, eta: 2 days, 2:12:05, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.9984 2020-07-25 23:03:22,786 - mmaction - INFO - Epoch [29][320/3757] lr: 2.000e-02, eta: 2 days, 2:11:53, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.9966 2020-07-25 23:03:35,915 - mmaction - INFO - Epoch [29][340/3757] lr: 2.000e-02, eta: 2 days, 2:11:39, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1322, loss: 2.1322, grad_norm: 4.1124 2020-07-25 23:03:49,897 - mmaction - INFO - Epoch [29][360/3757] lr: 2.000e-02, eta: 2 days, 2:11:27, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.8962 2020-07-25 23:04:02,811 - mmaction - INFO - Epoch [29][380/3757] lr: 2.000e-02, eta: 2 days, 2:11:12, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2185, loss: 2.2185, grad_norm: 4.0687 2020-07-25 23:04:15,843 - mmaction - INFO - Epoch [29][400/3757] lr: 2.000e-02, eta: 2 days, 2:10:58, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.9015 2020-07-25 23:04:29,697 - mmaction - INFO - Epoch [29][420/3757] lr: 2.000e-02, eta: 2 days, 2:10:46, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9727 2020-07-25 23:04:43,770 - mmaction - INFO - Epoch [29][440/3757] lr: 2.000e-02, eta: 2 days, 2:10:34, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1440, loss: 2.1440, grad_norm: 4.0427 2020-07-25 23:04:57,910 - mmaction - INFO - Epoch [29][460/3757] lr: 2.000e-02, eta: 2 days, 2:10:23, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.8821 2020-07-25 23:05:11,093 - mmaction - INFO - Epoch [29][480/3757] lr: 2.000e-02, eta: 2 days, 2:10:09, time: 0.662, data_time: 0.009, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1968, loss: 2.1968, grad_norm: 4.0584 2020-07-25 23:05:25,260 - mmaction - INFO - Epoch [29][500/3757] lr: 2.000e-02, eta: 2 days, 2:09:58, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.8758 2020-07-25 23:05:38,890 - mmaction - INFO - Epoch [29][520/3757] lr: 2.000e-02, eta: 2 days, 2:09:45, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7391, loss_cls: 2.1778, loss: 2.1778, grad_norm: 4.0493 2020-07-25 23:05:52,497 - mmaction - INFO - Epoch [29][540/3757] lr: 2.000e-02, eta: 2 days, 2:09:32, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1222, loss: 2.1222, grad_norm: 4.0961 2020-07-25 23:06:05,929 - mmaction - INFO - Epoch [29][560/3757] lr: 2.000e-02, eta: 2 days, 2:09:19, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1549, loss: 2.1549, grad_norm: 4.1197 2020-07-25 23:06:19,683 - mmaction - INFO - Epoch [29][580/3757] lr: 2.000e-02, eta: 2 days, 2:09:06, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.9018 2020-07-25 23:06:32,987 - mmaction - INFO - Epoch [29][600/3757] lr: 2.000e-02, eta: 2 days, 2:08:53, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.8588 2020-07-25 23:06:47,058 - mmaction - INFO - Epoch [29][620/3757] lr: 2.000e-02, eta: 2 days, 2:08:41, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.9477 2020-07-25 23:07:00,311 - mmaction - INFO - Epoch [29][640/3757] lr: 2.000e-02, eta: 2 days, 2:08:28, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.1939, loss: 2.1939, grad_norm: 4.0152 2020-07-25 23:07:13,711 - mmaction - INFO - Epoch [29][660/3757] lr: 2.000e-02, eta: 2 days, 2:08:14, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1930, loss: 2.1930, grad_norm: 4.0156 2020-07-25 23:07:27,405 - mmaction - INFO - Epoch [29][680/3757] lr: 2.000e-02, eta: 2 days, 2:08:02, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1663, loss: 2.1663, grad_norm: 3.9616 2020-07-25 23:07:41,206 - mmaction - INFO - Epoch [29][700/3757] lr: 2.000e-02, eta: 2 days, 2:07:49, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.9308 2020-07-25 23:07:54,931 - mmaction - INFO - Epoch [29][720/3757] lr: 2.000e-02, eta: 2 days, 2:07:37, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.9812 2020-07-25 23:08:08,103 - mmaction - INFO - Epoch [29][740/3757] lr: 2.000e-02, eta: 2 days, 2:07:23, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1105, loss: 2.1105, grad_norm: 3.8547 2020-07-25 23:08:21,469 - mmaction - INFO - Epoch [29][760/3757] lr: 2.000e-02, eta: 2 days, 2:07:10, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1436, loss: 2.1436, grad_norm: 4.0731 2020-07-25 23:08:35,261 - mmaction - INFO - Epoch [29][780/3757] lr: 2.000e-02, eta: 2 days, 2:06:57, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7336, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.9592 2020-07-25 23:08:49,418 - mmaction - INFO - Epoch [29][800/3757] lr: 2.000e-02, eta: 2 days, 2:06:46, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.9436 2020-07-25 23:09:03,168 - mmaction - INFO - Epoch [29][820/3757] lr: 2.000e-02, eta: 2 days, 2:06:33, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0607, loss: 2.0607, grad_norm: 3.8813 2020-07-25 23:09:16,953 - mmaction - INFO - Epoch [29][840/3757] lr: 2.000e-02, eta: 2 days, 2:06:21, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.9780 2020-07-25 23:09:30,720 - mmaction - INFO - Epoch [29][860/3757] lr: 2.000e-02, eta: 2 days, 2:06:09, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2338, loss: 2.2338, grad_norm: 4.1100 2020-07-25 23:09:44,524 - mmaction - INFO - Epoch [29][880/3757] lr: 2.000e-02, eta: 2 days, 2:05:56, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2215, loss: 2.2215, grad_norm: 4.0838 2020-07-25 23:09:58,789 - mmaction - INFO - Epoch [29][900/3757] lr: 2.000e-02, eta: 2 days, 2:05:45, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0674, loss: 2.0674, grad_norm: 3.9315 2020-07-25 23:10:11,820 - mmaction - INFO - Epoch [29][920/3757] lr: 2.000e-02, eta: 2 days, 2:05:31, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2390, loss: 2.2390, grad_norm: 4.1144 2020-07-25 23:10:25,305 - mmaction - INFO - Epoch [29][940/3757] lr: 2.000e-02, eta: 2 days, 2:05:18, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2429, loss: 2.2429, grad_norm: 4.0382 2020-07-25 23:10:38,675 - mmaction - INFO - Epoch [29][960/3757] lr: 2.000e-02, eta: 2 days, 2:05:05, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.9284 2020-07-25 23:10:52,215 - mmaction - INFO - Epoch [29][980/3757] lr: 2.000e-02, eta: 2 days, 2:04:51, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2338, loss: 2.2338, grad_norm: 4.1080 2020-07-25 23:11:06,511 - mmaction - INFO - Epoch [29][1000/3757] lr: 2.000e-02, eta: 2 days, 2:04:41, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.9342 2020-07-25 23:11:19,218 - mmaction - INFO - Epoch [29][1020/3757] lr: 2.000e-02, eta: 2 days, 2:04:25, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.2258, loss: 2.2258, grad_norm: 4.1436 2020-07-25 23:11:32,494 - mmaction - INFO - Epoch [29][1040/3757] lr: 2.000e-02, eta: 2 days, 2:04:12, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7070, loss_cls: 2.3371, loss: 2.3371, grad_norm: 3.9672 2020-07-25 23:11:45,824 - mmaction - INFO - Epoch [29][1060/3757] lr: 2.000e-02, eta: 2 days, 2:03:58, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.8859 2020-07-25 23:12:00,115 - mmaction - INFO - Epoch [29][1080/3757] lr: 2.000e-02, eta: 2 days, 2:03:47, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.9603 2020-07-25 23:12:14,018 - mmaction - INFO - Epoch [29][1100/3757] lr: 2.000e-02, eta: 2 days, 2:03:35, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2631, loss: 2.2631, grad_norm: 4.0521 2020-07-25 23:12:26,881 - mmaction - INFO - Epoch [29][1120/3757] lr: 2.000e-02, eta: 2 days, 2:03:20, time: 0.650, data_time: 0.009, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1972, loss: 2.1972, grad_norm: 3.9453 2020-07-25 23:12:40,220 - mmaction - INFO - Epoch [29][1140/3757] lr: 2.000e-02, eta: 2 days, 2:03:07, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1813, loss: 2.1813, grad_norm: 4.0725 2020-07-25 23:12:54,744 - mmaction - INFO - Epoch [29][1160/3757] lr: 2.000e-02, eta: 2 days, 2:02:57, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2237, loss: 2.2237, grad_norm: 4.0291 2020-07-25 23:13:08,026 - mmaction - INFO - Epoch [29][1180/3757] lr: 2.000e-02, eta: 2 days, 2:02:43, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2142, loss: 2.2142, grad_norm: 4.1595 2020-07-25 23:13:21,477 - mmaction - INFO - Epoch [29][1200/3757] lr: 2.000e-02, eta: 2 days, 2:02:30, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.9724 2020-07-25 23:13:35,520 - mmaction - INFO - Epoch [29][1220/3757] lr: 2.000e-02, eta: 2 days, 2:02:18, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.2358, loss: 2.2358, grad_norm: 4.0524 2020-07-25 23:13:49,642 - mmaction - INFO - Epoch [29][1240/3757] lr: 2.000e-02, eta: 2 days, 2:02:07, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0976, loss: 2.0976, grad_norm: 3.8290 2020-07-25 23:14:03,646 - mmaction - INFO - Epoch [29][1260/3757] lr: 2.000e-02, eta: 2 days, 2:01:55, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.0729, loss: 2.0729, grad_norm: 4.0504 2020-07-25 23:14:17,913 - mmaction - INFO - Epoch [29][1280/3757] lr: 2.000e-02, eta: 2 days, 2:01:44, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7117, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.9842 2020-07-25 23:14:31,816 - mmaction - INFO - Epoch [29][1300/3757] lr: 2.000e-02, eta: 2 days, 2:01:32, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.0045 2020-07-25 23:14:44,896 - mmaction - INFO - Epoch [29][1320/3757] lr: 2.000e-02, eta: 2 days, 2:01:17, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1444, loss: 2.1444, grad_norm: 4.1612 2020-07-25 23:14:58,229 - mmaction - INFO - Epoch [29][1340/3757] lr: 2.000e-02, eta: 2 days, 2:01:04, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.2374, loss: 2.2374, grad_norm: 4.0120 2020-07-25 23:15:11,508 - mmaction - INFO - Epoch [29][1360/3757] lr: 2.000e-02, eta: 2 days, 2:00:50, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7250, loss_cls: 2.1689, loss: 2.1689, grad_norm: 4.0123 2020-07-25 23:15:24,924 - mmaction - INFO - Epoch [29][1380/3757] lr: 2.000e-02, eta: 2 days, 2:00:37, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.8203 2020-07-25 23:15:39,066 - mmaction - INFO - Epoch [29][1400/3757] lr: 2.000e-02, eta: 2 days, 2:00:25, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.2847, loss: 2.2847, grad_norm: 4.1160 2020-07-25 23:15:51,991 - mmaction - INFO - Epoch [29][1420/3757] lr: 2.000e-02, eta: 2 days, 2:00:11, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.9886 2020-07-25 23:16:05,658 - mmaction - INFO - Epoch [29][1440/3757] lr: 2.000e-02, eta: 2 days, 1:59:58, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.9487 2020-07-25 23:16:19,602 - mmaction - INFO - Epoch [29][1460/3757] lr: 2.000e-02, eta: 2 days, 1:59:46, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.2097, loss: 2.2097, grad_norm: 4.0094 2020-07-25 23:16:32,881 - mmaction - INFO - Epoch [29][1480/3757] lr: 2.000e-02, eta: 2 days, 1:59:33, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2617, loss: 2.2617, grad_norm: 4.0432 2020-07-25 23:16:47,086 - mmaction - INFO - Epoch [29][1500/3757] lr: 2.000e-02, eta: 2 days, 1:59:21, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0806, loss: 2.0806, grad_norm: 3.8464 2020-07-25 23:17:00,419 - mmaction - INFO - Epoch [29][1520/3757] lr: 2.000e-02, eta: 2 days, 1:59:08, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7375, loss_cls: 2.2144, loss: 2.2144, grad_norm: 4.0590 2020-07-25 23:17:14,195 - mmaction - INFO - Epoch [29][1540/3757] lr: 2.000e-02, eta: 2 days, 1:58:56, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1731, loss: 2.1731, grad_norm: 3.8701 2020-07-25 23:17:27,454 - mmaction - INFO - Epoch [29][1560/3757] lr: 2.000e-02, eta: 2 days, 1:58:42, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1696, loss: 2.1696, grad_norm: 4.0368 2020-07-25 23:17:40,756 - mmaction - INFO - Epoch [29][1580/3757] lr: 2.000e-02, eta: 2 days, 1:58:28, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1605, loss: 2.1605, grad_norm: 3.9243 2020-07-25 23:17:55,510 - mmaction - INFO - Epoch [29][1600/3757] lr: 2.000e-02, eta: 2 days, 1:58:18, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2296, loss: 2.2296, grad_norm: 4.0689 2020-07-25 23:18:09,070 - mmaction - INFO - Epoch [29][1620/3757] lr: 2.000e-02, eta: 2 days, 1:58:05, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.8357 2020-07-25 23:18:22,757 - mmaction - INFO - Epoch [29][1640/3757] lr: 2.000e-02, eta: 2 days, 1:57:53, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.2711, loss: 2.2711, grad_norm: 3.9740 2020-07-25 23:18:35,926 - mmaction - INFO - Epoch [29][1660/3757] lr: 2.000e-02, eta: 2 days, 1:57:39, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.9118 2020-07-25 23:18:49,239 - mmaction - INFO - Epoch [29][1680/3757] lr: 2.000e-02, eta: 2 days, 1:57:25, time: 0.664, data_time: 0.009, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2309, loss: 2.2309, grad_norm: 4.2460 2020-07-25 23:19:02,426 - mmaction - INFO - Epoch [29][1700/3757] lr: 2.000e-02, eta: 2 days, 1:57:11, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.9569 2020-07-25 23:19:16,167 - mmaction - INFO - Epoch [29][1720/3757] lr: 2.000e-02, eta: 2 days, 1:56:59, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7242, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.9909 2020-07-25 23:19:30,662 - mmaction - INFO - Epoch [29][1740/3757] lr: 2.000e-02, eta: 2 days, 1:56:48, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7422, loss_cls: 2.2181, loss: 2.2181, grad_norm: 3.8806 2020-07-25 23:19:44,173 - mmaction - INFO - Epoch [29][1760/3757] lr: 2.000e-02, eta: 2 days, 1:56:35, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.9045 2020-07-25 23:19:57,360 - mmaction - INFO - Epoch [29][1780/3757] lr: 2.000e-02, eta: 2 days, 1:56:22, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.8988 2020-07-25 23:20:10,523 - mmaction - INFO - Epoch [29][1800/3757] lr: 2.000e-02, eta: 2 days, 1:56:08, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2432, loss: 2.2432, grad_norm: 4.0052 2020-07-25 23:20:23,851 - mmaction - INFO - Epoch [29][1820/3757] lr: 2.000e-02, eta: 2 days, 1:55:54, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.0889 2020-07-25 23:20:36,919 - mmaction - INFO - Epoch [29][1840/3757] lr: 2.000e-02, eta: 2 days, 1:55:40, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.9304 2020-07-25 23:20:50,650 - mmaction - INFO - Epoch [29][1860/3757] lr: 2.000e-02, eta: 2 days, 1:55:27, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.1484, loss: 2.1484, grad_norm: 4.0723 2020-07-25 23:21:04,926 - mmaction - INFO - Epoch [29][1880/3757] lr: 2.000e-02, eta: 2 days, 1:55:16, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1595, loss: 2.1595, grad_norm: 4.0242 2020-07-25 23:21:17,911 - mmaction - INFO - Epoch [29][1900/3757] lr: 2.000e-02, eta: 2 days, 1:55:02, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1899, loss: 2.1899, grad_norm: 4.0081 2020-07-25 23:21:31,314 - mmaction - INFO - Epoch [29][1920/3757] lr: 2.000e-02, eta: 2 days, 1:54:48, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.9299 2020-07-25 23:21:44,559 - mmaction - INFO - Epoch [29][1940/3757] lr: 2.000e-02, eta: 2 days, 1:54:35, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7641, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.1733 2020-07-25 23:21:58,094 - mmaction - INFO - Epoch [29][1960/3757] lr: 2.000e-02, eta: 2 days, 1:54:22, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.9885 2020-07-25 23:22:11,771 - mmaction - INFO - Epoch [29][1980/3757] lr: 2.000e-02, eta: 2 days, 1:54:09, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7422, loss_cls: 2.2218, loss: 2.2218, grad_norm: 4.0458 2020-07-25 23:22:25,118 - mmaction - INFO - Epoch [29][2000/3757] lr: 2.000e-02, eta: 2 days, 1:53:56, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.9242 2020-07-25 23:22:38,006 - mmaction - INFO - Epoch [29][2020/3757] lr: 2.000e-02, eta: 2 days, 1:53:41, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1729, loss: 2.1729, grad_norm: 4.0258 2020-07-25 23:22:51,290 - mmaction - INFO - Epoch [29][2040/3757] lr: 2.000e-02, eta: 2 days, 1:53:28, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7516, loss_cls: 2.1679, loss: 2.1679, grad_norm: 4.0450 2020-07-25 23:23:05,481 - mmaction - INFO - Epoch [29][2060/3757] lr: 2.000e-02, eta: 2 days, 1:53:16, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.2056, loss: 2.2056, grad_norm: 4.0916 2020-07-25 23:23:18,924 - mmaction - INFO - Epoch [29][2080/3757] lr: 2.000e-02, eta: 2 days, 1:53:03, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.9316 2020-07-25 23:23:32,197 - mmaction - INFO - Epoch [29][2100/3757] lr: 2.000e-02, eta: 2 days, 1:52:49, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.9907 2020-07-25 23:23:45,359 - mmaction - INFO - Epoch [29][2120/3757] lr: 2.000e-02, eta: 2 days, 1:52:35, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.2622, loss: 2.2622, grad_norm: 4.0330 2020-07-25 23:23:58,800 - mmaction - INFO - Epoch [29][2140/3757] lr: 2.000e-02, eta: 2 days, 1:52:22, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1841, loss: 2.1841, grad_norm: 4.0213 2020-07-25 23:24:13,060 - mmaction - INFO - Epoch [29][2160/3757] lr: 2.000e-02, eta: 2 days, 1:52:11, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.9462 2020-07-25 23:24:26,087 - mmaction - INFO - Epoch [29][2180/3757] lr: 2.000e-02, eta: 2 days, 1:51:57, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7555, loss_cls: 2.2305, loss: 2.2305, grad_norm: 4.0693 2020-07-25 23:24:40,176 - mmaction - INFO - Epoch [29][2200/3757] lr: 2.000e-02, eta: 2 days, 1:51:45, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7398, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.9917 2020-07-25 23:24:53,296 - mmaction - INFO - Epoch [29][2220/3757] lr: 2.000e-02, eta: 2 days, 1:51:31, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.9664 2020-07-25 23:25:07,207 - mmaction - INFO - Epoch [29][2240/3757] lr: 2.000e-02, eta: 2 days, 1:51:19, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7516, loss_cls: 2.1947, loss: 2.1947, grad_norm: 3.9760 2020-07-25 23:25:20,584 - mmaction - INFO - Epoch [29][2260/3757] lr: 2.000e-02, eta: 2 days, 1:51:06, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.9029 2020-07-25 23:25:35,520 - mmaction - INFO - Epoch [29][2280/3757] lr: 2.000e-02, eta: 2 days, 1:50:56, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1611, loss: 2.1611, grad_norm: 4.0356 2020-07-25 23:25:48,985 - mmaction - INFO - Epoch [29][2300/3757] lr: 2.000e-02, eta: 2 days, 1:50:43, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.9830 2020-07-25 23:26:02,311 - mmaction - INFO - Epoch [29][2320/3757] lr: 2.000e-02, eta: 2 days, 1:50:29, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.9996 2020-07-25 23:26:16,653 - mmaction - INFO - Epoch [29][2340/3757] lr: 2.000e-02, eta: 2 days, 1:50:18, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7289, loss_cls: 2.1452, loss: 2.1452, grad_norm: 4.0362 2020-07-25 23:26:30,507 - mmaction - INFO - Epoch [29][2360/3757] lr: 2.000e-02, eta: 2 days, 1:50:06, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.9932 2020-07-25 23:26:44,713 - mmaction - INFO - Epoch [29][2380/3757] lr: 2.000e-02, eta: 2 days, 1:49:55, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1632, loss: 2.1632, grad_norm: 4.0645 2020-07-25 23:26:57,671 - mmaction - INFO - Epoch [29][2400/3757] lr: 2.000e-02, eta: 2 days, 1:49:40, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2227, loss: 2.2227, grad_norm: 4.2419 2020-07-25 23:27:11,038 - mmaction - INFO - Epoch [29][2420/3757] lr: 2.000e-02, eta: 2 days, 1:49:27, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2506, loss: 2.2506, grad_norm: 4.0677 2020-07-25 23:27:24,597 - mmaction - INFO - Epoch [29][2440/3757] lr: 2.000e-02, eta: 2 days, 1:49:14, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.9968 2020-07-25 23:27:37,702 - mmaction - INFO - Epoch [29][2460/3757] lr: 2.000e-02, eta: 2 days, 1:49:00, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.2039, loss: 2.2039, grad_norm: 4.0352 2020-07-25 23:27:51,533 - mmaction - INFO - Epoch [29][2480/3757] lr: 2.000e-02, eta: 2 days, 1:48:48, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1512, loss: 2.1512, grad_norm: 4.1001 2020-07-25 23:28:04,667 - mmaction - INFO - Epoch [29][2500/3757] lr: 2.000e-02, eta: 2 days, 1:48:34, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4617, top5_acc: 0.7211, loss_cls: 2.2787, loss: 2.2787, grad_norm: 4.0986 2020-07-25 23:28:18,364 - mmaction - INFO - Epoch [29][2520/3757] lr: 2.000e-02, eta: 2 days, 1:48:21, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1809, loss: 2.1809, grad_norm: 4.0377 2020-07-25 23:28:31,783 - mmaction - INFO - Epoch [29][2540/3757] lr: 2.000e-02, eta: 2 days, 1:48:08, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0958, loss: 2.0958, grad_norm: 4.0622 2020-07-25 23:28:46,117 - mmaction - INFO - Epoch [29][2560/3757] lr: 2.000e-02, eta: 2 days, 1:47:57, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.9433 2020-07-25 23:28:59,607 - mmaction - INFO - Epoch [29][2580/3757] lr: 2.000e-02, eta: 2 days, 1:47:44, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1611, loss: 2.1611, grad_norm: 4.0259 2020-07-25 23:29:12,863 - mmaction - INFO - Epoch [29][2600/3757] lr: 2.000e-02, eta: 2 days, 1:47:30, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.9795 2020-07-25 23:29:25,949 - mmaction - INFO - Epoch [29][2620/3757] lr: 2.000e-02, eta: 2 days, 1:47:16, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7328, loss_cls: 2.2565, loss: 2.2565, grad_norm: 4.0097 2020-07-25 23:29:40,572 - mmaction - INFO - Epoch [29][2640/3757] lr: 2.000e-02, eta: 2 days, 1:47:06, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.9252 2020-07-25 23:29:53,305 - mmaction - INFO - Epoch [29][2660/3757] lr: 2.000e-02, eta: 2 days, 1:46:51, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1287, loss: 2.1287, grad_norm: 4.1016 2020-07-25 23:30:07,433 - mmaction - INFO - Epoch [29][2680/3757] lr: 2.000e-02, eta: 2 days, 1:46:39, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2313, loss: 2.2313, grad_norm: 4.0083 2020-07-25 23:30:20,485 - mmaction - INFO - Epoch [29][2700/3757] lr: 2.000e-02, eta: 2 days, 1:46:25, time: 0.652, data_time: 0.002, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.9390 2020-07-25 23:30:34,436 - mmaction - INFO - Epoch [29][2720/3757] lr: 2.000e-02, eta: 2 days, 1:46:13, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4264, loss: 2.4264, grad_norm: 4.1794 2020-07-25 23:30:48,497 - mmaction - INFO - Epoch [29][2740/3757] lr: 2.000e-02, eta: 2 days, 1:46:01, time: 0.703, data_time: 0.003, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7383, loss_cls: 2.2265, loss: 2.2265, grad_norm: 4.0333 2020-07-25 23:31:01,883 - mmaction - INFO - Epoch [29][2760/3757] lr: 2.000e-02, eta: 2 days, 1:45:48, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.9959 2020-07-25 23:31:14,992 - mmaction - INFO - Epoch [29][2780/3757] lr: 2.000e-02, eta: 2 days, 1:45:34, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.7922 2020-07-25 23:31:28,422 - mmaction - INFO - Epoch [29][2800/3757] lr: 2.000e-02, eta: 2 days, 1:45:20, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.3075, loss: 2.3075, grad_norm: 3.8698 2020-07-25 23:31:41,971 - mmaction - INFO - Epoch [29][2820/3757] lr: 2.000e-02, eta: 2 days, 1:45:08, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.1597, loss: 2.1597, grad_norm: 4.0541 2020-07-25 23:31:55,896 - mmaction - INFO - Epoch [29][2840/3757] lr: 2.000e-02, eta: 2 days, 1:44:55, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7539, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.8875 2020-07-25 23:32:08,877 - mmaction - INFO - Epoch [29][2860/3757] lr: 2.000e-02, eta: 2 days, 1:44:41, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1750, loss: 2.1750, grad_norm: 4.0766 2020-07-25 23:32:22,175 - mmaction - INFO - Epoch [29][2880/3757] lr: 2.000e-02, eta: 2 days, 1:44:27, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.9523 2020-07-25 23:32:35,519 - mmaction - INFO - Epoch [29][2900/3757] lr: 2.000e-02, eta: 2 days, 1:44:14, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.9236 2020-07-25 23:32:48,748 - mmaction - INFO - Epoch [29][2920/3757] lr: 2.000e-02, eta: 2 days, 1:44:00, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2134, loss: 2.2134, grad_norm: 4.0807 2020-07-25 23:33:01,965 - mmaction - INFO - Epoch [29][2940/3757] lr: 2.000e-02, eta: 2 days, 1:43:47, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7508, loss_cls: 2.1533, loss: 2.1533, grad_norm: 4.0584 2020-07-25 23:33:15,214 - mmaction - INFO - Epoch [29][2960/3757] lr: 2.000e-02, eta: 2 days, 1:43:33, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.9903 2020-07-25 23:33:28,368 - mmaction - INFO - Epoch [29][2980/3757] lr: 2.000e-02, eta: 2 days, 1:43:19, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1035, loss: 2.1035, grad_norm: 4.0685 2020-07-25 23:33:42,005 - mmaction - INFO - Epoch [29][3000/3757] lr: 2.000e-02, eta: 2 days, 1:43:06, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2153, loss: 2.2153, grad_norm: 4.0304 2020-07-25 23:33:56,290 - mmaction - INFO - Epoch [29][3020/3757] lr: 2.000e-02, eta: 2 days, 1:42:55, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.9548 2020-07-25 23:34:10,009 - mmaction - INFO - Epoch [29][3040/3757] lr: 2.000e-02, eta: 2 days, 1:42:42, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7391, loss_cls: 2.2048, loss: 2.2048, grad_norm: 4.0211 2020-07-25 23:34:24,596 - mmaction - INFO - Epoch [29][3060/3757] lr: 2.000e-02, eta: 2 days, 1:42:32, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7562, loss_cls: 2.1894, loss: 2.1894, grad_norm: 4.0946 2020-07-25 23:34:37,515 - mmaction - INFO - Epoch [29][3080/3757] lr: 2.000e-02, eta: 2 days, 1:42:17, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7359, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.9801 2020-07-25 23:34:51,607 - mmaction - INFO - Epoch [29][3100/3757] lr: 2.000e-02, eta: 2 days, 1:42:06, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2224, loss: 2.2224, grad_norm: 4.1494 2020-07-25 23:35:04,904 - mmaction - INFO - Epoch [29][3120/3757] lr: 2.000e-02, eta: 2 days, 1:41:52, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1565, loss: 2.1565, grad_norm: 4.0431 2020-07-25 23:35:18,674 - mmaction - INFO - Epoch [29][3140/3757] lr: 2.000e-02, eta: 2 days, 1:41:40, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.9005 2020-07-25 23:35:31,633 - mmaction - INFO - Epoch [29][3160/3757] lr: 2.000e-02, eta: 2 days, 1:41:25, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7211, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.2943 2020-07-25 23:35:45,052 - mmaction - INFO - Epoch [29][3180/3757] lr: 2.000e-02, eta: 2 days, 1:41:12, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2683, loss: 2.2683, grad_norm: 4.1195 2020-07-25 23:35:58,059 - mmaction - INFO - Epoch [29][3200/3757] lr: 2.000e-02, eta: 2 days, 1:40:58, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.9046 2020-07-25 23:36:12,859 - mmaction - INFO - Epoch [29][3220/3757] lr: 2.000e-02, eta: 2 days, 1:40:48, time: 0.740, data_time: 0.004, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.9544 2020-07-25 23:36:25,692 - mmaction - INFO - Epoch [29][3240/3757] lr: 2.000e-02, eta: 2 days, 1:40:33, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.9335 2020-07-25 23:36:38,759 - mmaction - INFO - Epoch [29][3260/3757] lr: 2.000e-02, eta: 2 days, 1:40:19, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7250, loss_cls: 2.3123, loss: 2.3123, grad_norm: 4.0064 2020-07-25 23:36:52,094 - mmaction - INFO - Epoch [29][3280/3757] lr: 2.000e-02, eta: 2 days, 1:40:06, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7289, loss_cls: 2.2305, loss: 2.2305, grad_norm: 4.1270 2020-07-25 23:37:05,869 - mmaction - INFO - Epoch [29][3300/3757] lr: 2.000e-02, eta: 2 days, 1:39:53, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7281, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.9568 2020-07-25 23:37:20,003 - mmaction - INFO - Epoch [29][3320/3757] lr: 2.000e-02, eta: 2 days, 1:39:42, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1423, loss: 2.1423, grad_norm: 4.0521 2020-07-25 23:37:33,643 - mmaction - INFO - Epoch [29][3340/3757] lr: 2.000e-02, eta: 2 days, 1:39:29, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7461, loss_cls: 2.2253, loss: 2.2253, grad_norm: 4.0631 2020-07-25 23:37:47,000 - mmaction - INFO - Epoch [29][3360/3757] lr: 2.000e-02, eta: 2 days, 1:39:15, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2674, loss: 2.2674, grad_norm: 4.2273 2020-07-25 23:38:00,089 - mmaction - INFO - Epoch [29][3380/3757] lr: 2.000e-02, eta: 2 days, 1:39:01, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1702, loss: 2.1702, grad_norm: 4.0775 2020-07-25 23:38:13,254 - mmaction - INFO - Epoch [29][3400/3757] lr: 2.000e-02, eta: 2 days, 1:38:47, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7266, loss_cls: 2.1742, loss: 2.1742, grad_norm: 4.0175 2020-07-25 23:38:26,544 - mmaction - INFO - Epoch [29][3420/3757] lr: 2.000e-02, eta: 2 days, 1:38:34, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2570, loss: 2.2570, grad_norm: 4.1941 2020-07-25 23:38:40,786 - mmaction - INFO - Epoch [29][3440/3757] lr: 2.000e-02, eta: 2 days, 1:38:23, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1797, loss: 2.1797, grad_norm: 4.0451 2020-07-25 23:38:53,845 - mmaction - INFO - Epoch [29][3460/3757] lr: 2.000e-02, eta: 2 days, 1:38:08, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2351, loss: 2.2351, grad_norm: 4.0136 2020-07-25 23:39:08,157 - mmaction - INFO - Epoch [29][3480/3757] lr: 2.000e-02, eta: 2 days, 1:37:57, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.9874 2020-07-25 23:39:21,168 - mmaction - INFO - Epoch [29][3500/3757] lr: 2.000e-02, eta: 2 days, 1:37:43, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1638, loss: 2.1638, grad_norm: 4.0591 2020-07-25 23:39:35,873 - mmaction - INFO - Epoch [29][3520/3757] lr: 2.000e-02, eta: 2 days, 1:37:33, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2760, loss: 2.2760, grad_norm: 4.1732 2020-07-25 23:39:48,600 - mmaction - INFO - Epoch [29][3540/3757] lr: 2.000e-02, eta: 2 days, 1:37:18, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.9924 2020-07-25 23:40:02,107 - mmaction - INFO - Epoch [29][3560/3757] lr: 2.000e-02, eta: 2 days, 1:37:05, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3647, loss: 2.3647, grad_norm: 3.9827 2020-07-25 23:40:15,884 - mmaction - INFO - Epoch [29][3580/3757] lr: 2.000e-02, eta: 2 days, 1:36:52, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.9840 2020-07-25 23:40:28,721 - mmaction - INFO - Epoch [29][3600/3757] lr: 2.000e-02, eta: 2 days, 1:36:37, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.9195 2020-07-25 23:40:42,922 - mmaction - INFO - Epoch [29][3620/3757] lr: 2.000e-02, eta: 2 days, 1:36:26, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1795, loss: 2.1795, grad_norm: 4.0205 2020-07-25 23:40:56,124 - mmaction - INFO - Epoch [29][3640/3757] lr: 2.000e-02, eta: 2 days, 1:36:12, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2368, loss: 2.2368, grad_norm: 4.1150 2020-07-25 23:41:08,967 - mmaction - INFO - Epoch [29][3660/3757] lr: 2.000e-02, eta: 2 days, 1:35:58, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.2349, loss: 2.2349, grad_norm: 4.0012 2020-07-25 23:41:22,490 - mmaction - INFO - Epoch [29][3680/3757] lr: 2.000e-02, eta: 2 days, 1:35:45, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.9566 2020-07-25 23:41:35,367 - mmaction - INFO - Epoch [29][3700/3757] lr: 2.000e-02, eta: 2 days, 1:35:30, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1876, loss: 2.1876, grad_norm: 4.1797 2020-07-25 23:41:48,675 - mmaction - INFO - Epoch [29][3720/3757] lr: 2.000e-02, eta: 2 days, 1:35:16, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.2323, loss: 2.2323, grad_norm: 4.2023 2020-07-25 23:42:01,703 - mmaction - INFO - Epoch [29][3740/3757] lr: 2.000e-02, eta: 2 days, 1:35:02, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.2594, loss: 2.2594, grad_norm: 4.0774 2020-07-25 23:42:13,275 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-07-25 23:42:40,877 - mmaction - INFO - Epoch [30][20/3757] lr: 2.000e-02, eta: 2 days, 1:34:41, time: 1.315, data_time: 0.632, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1740, loss: 2.1740, grad_norm: 4.0370 2020-07-25 23:42:53,756 - mmaction - INFO - Epoch [30][40/3757] lr: 2.000e-02, eta: 2 days, 1:34:26, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2598, loss: 2.2598, grad_norm: 4.1065 2020-07-25 23:43:06,572 - mmaction - INFO - Epoch [30][60/3757] lr: 2.000e-02, eta: 2 days, 1:34:12, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.9328 2020-07-25 23:43:20,316 - mmaction - INFO - Epoch [30][80/3757] lr: 2.000e-02, eta: 2 days, 1:33:59, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0216, loss: 2.0216, grad_norm: 3.8537 2020-07-25 23:43:33,604 - mmaction - INFO - Epoch [30][100/3757] lr: 2.000e-02, eta: 2 days, 1:33:46, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7273, loss_cls: 2.1507, loss: 2.1507, grad_norm: 4.0361 2020-07-25 23:43:47,396 - mmaction - INFO - Epoch [30][120/3757] lr: 2.000e-02, eta: 2 days, 1:33:33, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.9068 2020-07-25 23:44:00,079 - mmaction - INFO - Epoch [30][140/3757] lr: 2.000e-02, eta: 2 days, 1:33:18, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1494, loss: 2.1494, grad_norm: 4.1143 2020-07-25 23:44:13,561 - mmaction - INFO - Epoch [30][160/3757] lr: 2.000e-02, eta: 2 days, 1:33:05, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1419, loss: 2.1419, grad_norm: 3.9318 2020-07-25 23:44:26,710 - mmaction - INFO - Epoch [30][180/3757] lr: 2.000e-02, eta: 2 days, 1:32:51, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.9812 2020-07-25 23:44:39,817 - mmaction - INFO - Epoch [30][200/3757] lr: 2.000e-02, eta: 2 days, 1:32:37, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.9764 2020-07-25 23:44:53,486 - mmaction - INFO - Epoch [30][220/3757] lr: 2.000e-02, eta: 2 days, 1:32:24, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.9926 2020-07-25 23:45:06,243 - mmaction - INFO - Epoch [30][240/3757] lr: 2.000e-02, eta: 2 days, 1:32:09, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.9222 2020-07-25 23:45:19,489 - mmaction - INFO - Epoch [30][260/3757] lr: 2.000e-02, eta: 2 days, 1:31:56, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1326, loss: 2.1326, grad_norm: 3.8353 2020-07-25 23:45:32,846 - mmaction - INFO - Epoch [30][280/3757] lr: 2.000e-02, eta: 2 days, 1:31:42, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.9541 2020-07-25 23:45:45,654 - mmaction - INFO - Epoch [30][300/3757] lr: 2.000e-02, eta: 2 days, 1:31:27, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1329, loss: 2.1329, grad_norm: 4.1720 2020-07-25 23:45:59,064 - mmaction - INFO - Epoch [30][320/3757] lr: 2.000e-02, eta: 2 days, 1:31:14, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1084, loss: 2.1084, grad_norm: 4.0533 2020-07-25 23:46:12,690 - mmaction - INFO - Epoch [30][340/3757] lr: 2.000e-02, eta: 2 days, 1:31:01, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1076, loss: 2.1076, grad_norm: 4.0839 2020-07-25 23:46:26,271 - mmaction - INFO - Epoch [30][360/3757] lr: 2.000e-02, eta: 2 days, 1:30:48, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.0371 2020-07-25 23:46:39,450 - mmaction - INFO - Epoch [30][380/3757] lr: 2.000e-02, eta: 2 days, 1:30:35, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.1251 2020-07-25 23:46:52,827 - mmaction - INFO - Epoch [30][400/3757] lr: 2.000e-02, eta: 2 days, 1:30:21, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.9546 2020-07-25 23:47:06,394 - mmaction - INFO - Epoch [30][420/3757] lr: 2.000e-02, eta: 2 days, 1:30:08, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.9177 2020-07-25 23:47:19,605 - mmaction - INFO - Epoch [30][440/3757] lr: 2.000e-02, eta: 2 days, 1:29:54, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.2356, loss: 2.2356, grad_norm: 4.2117 2020-07-25 23:47:32,262 - mmaction - INFO - Epoch [30][460/3757] lr: 2.000e-02, eta: 2 days, 1:29:39, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.9462 2020-07-25 23:47:46,538 - mmaction - INFO - Epoch [30][480/3757] lr: 2.000e-02, eta: 2 days, 1:29:28, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.8678 2020-07-25 23:47:59,972 - mmaction - INFO - Epoch [30][500/3757] lr: 2.000e-02, eta: 2 days, 1:29:15, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1677, loss: 2.1677, grad_norm: 4.2076 2020-07-25 23:48:12,655 - mmaction - INFO - Epoch [30][520/3757] lr: 2.000e-02, eta: 2 days, 1:29:00, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.1971, loss: 2.1971, grad_norm: 3.9320 2020-07-25 23:48:25,526 - mmaction - INFO - Epoch [30][540/3757] lr: 2.000e-02, eta: 2 days, 1:28:45, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1364, loss: 2.1364, grad_norm: 3.9481 2020-07-25 23:48:39,210 - mmaction - INFO - Epoch [30][560/3757] lr: 2.000e-02, eta: 2 days, 1:28:32, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1342, loss: 2.1342, grad_norm: 4.0310 2020-07-25 23:48:52,173 - mmaction - INFO - Epoch [30][580/3757] lr: 2.000e-02, eta: 2 days, 1:28:18, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1348, loss: 2.1348, grad_norm: 4.0260 2020-07-25 23:49:05,152 - mmaction - INFO - Epoch [30][600/3757] lr: 2.000e-02, eta: 2 days, 1:28:04, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.9560 2020-07-25 23:49:19,275 - mmaction - INFO - Epoch [30][620/3757] lr: 2.000e-02, eta: 2 days, 1:27:52, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.1108, loss: 2.1108, grad_norm: 4.2003 2020-07-25 23:49:32,078 - mmaction - INFO - Epoch [30][640/3757] lr: 2.000e-02, eta: 2 days, 1:27:37, time: 0.639, data_time: 0.002, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1462, loss: 2.1462, grad_norm: 4.0888 2020-07-25 23:49:45,654 - mmaction - INFO - Epoch [30][660/3757] lr: 2.000e-02, eta: 2 days, 1:27:24, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.8829 2020-07-25 23:49:59,157 - mmaction - INFO - Epoch [30][680/3757] lr: 2.000e-02, eta: 2 days, 1:27:11, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1251, loss: 2.1251, grad_norm: 4.0260 2020-07-25 23:50:11,981 - mmaction - INFO - Epoch [30][700/3757] lr: 2.000e-02, eta: 2 days, 1:26:57, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.8849 2020-07-25 23:50:24,839 - mmaction - INFO - Epoch [30][720/3757] lr: 2.000e-02, eta: 2 days, 1:26:42, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.9695 2020-07-25 23:50:38,004 - mmaction - INFO - Epoch [30][740/3757] lr: 2.000e-02, eta: 2 days, 1:26:28, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 1.9720, loss: 1.9720, grad_norm: 4.1476 2020-07-25 23:50:52,158 - mmaction - INFO - Epoch [30][760/3757] lr: 2.000e-02, eta: 2 days, 1:26:16, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0581, loss: 2.0581, grad_norm: 4.2268 2020-07-25 23:51:05,725 - mmaction - INFO - Epoch [30][780/3757] lr: 2.000e-02, eta: 2 days, 1:26:03, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7375, loss_cls: 2.2276, loss: 2.2276, grad_norm: 4.0735 2020-07-25 23:51:19,171 - mmaction - INFO - Epoch [30][800/3757] lr: 2.000e-02, eta: 2 days, 1:25:50, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.9698 2020-07-25 23:51:32,054 - mmaction - INFO - Epoch [30][820/3757] lr: 2.000e-02, eta: 2 days, 1:25:36, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1888, loss: 2.1888, grad_norm: 4.0460 2020-07-25 23:51:45,788 - mmaction - INFO - Epoch [30][840/3757] lr: 2.000e-02, eta: 2 days, 1:25:23, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.1948, loss: 2.1948, grad_norm: 4.0114 2020-07-25 23:51:58,796 - mmaction - INFO - Epoch [30][860/3757] lr: 2.000e-02, eta: 2 days, 1:25:09, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.2088, loss: 2.2088, grad_norm: 4.0823 2020-07-25 23:52:12,175 - mmaction - INFO - Epoch [30][880/3757] lr: 2.000e-02, eta: 2 days, 1:24:56, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1068, loss: 2.1068, grad_norm: 4.0926 2020-07-25 23:52:25,348 - mmaction - INFO - Epoch [30][900/3757] lr: 2.000e-02, eta: 2 days, 1:24:42, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.9723 2020-07-25 23:52:38,860 - mmaction - INFO - Epoch [30][920/3757] lr: 2.000e-02, eta: 2 days, 1:24:29, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1426, loss: 2.1426, grad_norm: 4.0895 2020-07-25 23:52:51,868 - mmaction - INFO - Epoch [30][940/3757] lr: 2.000e-02, eta: 2 days, 1:24:14, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.9610 2020-07-25 23:53:05,890 - mmaction - INFO - Epoch [30][960/3757] lr: 2.000e-02, eta: 2 days, 1:24:02, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.2265, loss: 2.2265, grad_norm: 4.0180 2020-07-25 23:53:19,204 - mmaction - INFO - Epoch [30][980/3757] lr: 2.000e-02, eta: 2 days, 1:23:49, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.3153, loss: 2.3153, grad_norm: 3.9580 2020-07-25 23:53:32,316 - mmaction - INFO - Epoch [30][1000/3757] lr: 2.000e-02, eta: 2 days, 1:23:35, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0612, loss: 2.0612, grad_norm: 3.8832 2020-07-25 23:53:46,085 - mmaction - INFO - Epoch [30][1020/3757] lr: 2.000e-02, eta: 2 days, 1:23:22, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.9847 2020-07-25 23:53:58,970 - mmaction - INFO - Epoch [30][1040/3757] lr: 2.000e-02, eta: 2 days, 1:23:08, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.1781, loss: 2.1781, grad_norm: 4.1159 2020-07-25 23:54:12,340 - mmaction - INFO - Epoch [30][1060/3757] lr: 2.000e-02, eta: 2 days, 1:22:54, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.1807, loss: 2.1807, grad_norm: 4.1237 2020-07-25 23:54:26,289 - mmaction - INFO - Epoch [30][1080/3757] lr: 2.000e-02, eta: 2 days, 1:22:42, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.9996 2020-07-25 23:54:40,159 - mmaction - INFO - Epoch [30][1100/3757] lr: 2.000e-02, eta: 2 days, 1:22:30, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.0690, loss: 2.0690, grad_norm: 3.9792 2020-07-25 23:54:53,661 - mmaction - INFO - Epoch [30][1120/3757] lr: 2.000e-02, eta: 2 days, 1:22:17, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.1177, loss: 2.1177, grad_norm: 4.0190 2020-07-25 23:55:06,599 - mmaction - INFO - Epoch [30][1140/3757] lr: 2.000e-02, eta: 2 days, 1:22:02, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1208, loss: 2.1208, grad_norm: 3.8582 2020-07-25 23:55:20,148 - mmaction - INFO - Epoch [30][1160/3757] lr: 2.000e-02, eta: 2 days, 1:21:50, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2413, loss: 2.2413, grad_norm: 4.0338 2020-07-25 23:55:34,000 - mmaction - INFO - Epoch [30][1180/3757] lr: 2.000e-02, eta: 2 days, 1:21:37, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.9918 2020-07-25 23:55:46,921 - mmaction - INFO - Epoch [30][1200/3757] lr: 2.000e-02, eta: 2 days, 1:21:23, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.0278 2020-07-25 23:56:00,633 - mmaction - INFO - Epoch [30][1220/3757] lr: 2.000e-02, eta: 2 days, 1:21:10, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.9842 2020-07-25 23:56:13,290 - mmaction - INFO - Epoch [30][1240/3757] lr: 2.000e-02, eta: 2 days, 1:20:55, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1475, loss: 2.1475, grad_norm: 4.0169 2020-07-25 23:56:26,840 - mmaction - INFO - Epoch [30][1260/3757] lr: 2.000e-02, eta: 2 days, 1:20:42, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2967, loss: 2.2967, grad_norm: 4.0703 2020-07-25 23:56:40,720 - mmaction - INFO - Epoch [30][1280/3757] lr: 2.000e-02, eta: 2 days, 1:20:30, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.9602 2020-07-25 23:56:53,536 - mmaction - INFO - Epoch [30][1300/3757] lr: 2.000e-02, eta: 2 days, 1:20:15, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.9968 2020-07-25 23:57:06,345 - mmaction - INFO - Epoch [30][1320/3757] lr: 2.000e-02, eta: 2 days, 1:20:01, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.8633 2020-07-25 23:57:20,835 - mmaction - INFO - Epoch [30][1340/3757] lr: 2.000e-02, eta: 2 days, 1:19:50, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1840, loss: 2.1840, grad_norm: 4.1664 2020-07-25 23:57:33,304 - mmaction - INFO - Epoch [30][1360/3757] lr: 2.000e-02, eta: 2 days, 1:19:34, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.9671 2020-07-25 23:57:47,058 - mmaction - INFO - Epoch [30][1380/3757] lr: 2.000e-02, eta: 2 days, 1:19:22, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2256, loss: 2.2256, grad_norm: 4.0093 2020-07-25 23:58:00,429 - mmaction - INFO - Epoch [30][1400/3757] lr: 2.000e-02, eta: 2 days, 1:19:08, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.9420 2020-07-25 23:58:13,202 - mmaction - INFO - Epoch [30][1420/3757] lr: 2.000e-02, eta: 2 days, 1:18:54, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7359, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.8603 2020-07-25 23:58:26,330 - mmaction - INFO - Epoch [30][1440/3757] lr: 2.000e-02, eta: 2 days, 1:18:40, time: 0.657, data_time: 0.002, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.9012 2020-07-25 23:58:39,867 - mmaction - INFO - Epoch [30][1460/3757] lr: 2.000e-02, eta: 2 days, 1:18:26, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7414, loss_cls: 2.2245, loss: 2.2245, grad_norm: 4.1525 2020-07-25 23:58:53,292 - mmaction - INFO - Epoch [30][1480/3757] lr: 2.000e-02, eta: 2 days, 1:18:13, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1621, loss: 2.1621, grad_norm: 4.1485 2020-07-25 23:59:06,512 - mmaction - INFO - Epoch [30][1500/3757] lr: 2.000e-02, eta: 2 days, 1:17:59, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.9538 2020-07-25 23:59:19,479 - mmaction - INFO - Epoch [30][1520/3757] lr: 2.000e-02, eta: 2 days, 1:17:45, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0924, loss: 2.0924, grad_norm: 3.9661 2020-07-25 23:59:32,379 - mmaction - INFO - Epoch [30][1540/3757] lr: 2.000e-02, eta: 2 days, 1:17:30, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7344, loss_cls: 2.2421, loss: 2.2421, grad_norm: 4.1366 2020-07-25 23:59:45,171 - mmaction - INFO - Epoch [30][1560/3757] lr: 2.000e-02, eta: 2 days, 1:17:16, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2970, loss: 2.2970, grad_norm: 4.1262 2020-07-25 23:59:59,127 - mmaction - INFO - Epoch [30][1580/3757] lr: 2.000e-02, eta: 2 days, 1:17:04, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.8814 2020-07-26 00:00:14,164 - mmaction - INFO - Epoch [30][1600/3757] lr: 2.000e-02, eta: 2 days, 1:16:54, time: 0.737, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.9737 2020-07-26 00:00:27,172 - mmaction - INFO - Epoch [30][1620/3757] lr: 2.000e-02, eta: 2 days, 1:16:40, time: 0.662, data_time: 0.028, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2388, loss: 2.2388, grad_norm: 4.0933 2020-07-26 00:00:40,097 - mmaction - INFO - Epoch [30][1640/3757] lr: 2.000e-02, eta: 2 days, 1:16:26, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2271, loss: 2.2271, grad_norm: 4.0815 2020-07-26 00:00:53,762 - mmaction - INFO - Epoch [30][1660/3757] lr: 2.000e-02, eta: 2 days, 1:16:13, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1573, loss: 2.1573, grad_norm: 4.1254 2020-07-26 00:01:07,357 - mmaction - INFO - Epoch [30][1680/3757] lr: 2.000e-02, eta: 2 days, 1:16:00, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2317, loss: 2.2317, grad_norm: 4.1356 2020-07-26 00:01:20,463 - mmaction - INFO - Epoch [30][1700/3757] lr: 2.000e-02, eta: 2 days, 1:15:46, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2383, loss: 2.2383, grad_norm: 4.1882 2020-07-26 00:01:33,395 - mmaction - INFO - Epoch [30][1720/3757] lr: 2.000e-02, eta: 2 days, 1:15:31, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7484, loss_cls: 2.1346, loss: 2.1346, grad_norm: 4.1618 2020-07-26 00:01:47,033 - mmaction - INFO - Epoch [30][1740/3757] lr: 2.000e-02, eta: 2 days, 1:15:19, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1976, loss: 2.1976, grad_norm: 4.1585 2020-07-26 00:02:00,423 - mmaction - INFO - Epoch [30][1760/3757] lr: 2.000e-02, eta: 2 days, 1:15:05, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0607, loss: 2.0607, grad_norm: 4.2492 2020-07-26 00:02:13,656 - mmaction - INFO - Epoch [30][1780/3757] lr: 2.000e-02, eta: 2 days, 1:14:52, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2161, loss: 2.2161, grad_norm: 4.2316 2020-07-26 00:02:27,264 - mmaction - INFO - Epoch [30][1800/3757] lr: 2.000e-02, eta: 2 days, 1:14:39, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2318, loss: 2.2318, grad_norm: 4.0346 2020-07-26 00:02:40,046 - mmaction - INFO - Epoch [30][1820/3757] lr: 2.000e-02, eta: 2 days, 1:14:24, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7742, loss_cls: 2.0677, loss: 2.0677, grad_norm: 4.0311 2020-07-26 00:02:53,285 - mmaction - INFO - Epoch [30][1840/3757] lr: 2.000e-02, eta: 2 days, 1:14:10, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.1885, loss: 2.1885, grad_norm: 4.0073 2020-07-26 00:03:07,005 - mmaction - INFO - Epoch [30][1860/3757] lr: 2.000e-02, eta: 2 days, 1:13:58, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4523, top5_acc: 0.7133, loss_cls: 2.3200, loss: 2.3200, grad_norm: 4.0609 2020-07-26 00:03:20,734 - mmaction - INFO - Epoch [30][1880/3757] lr: 2.000e-02, eta: 2 days, 1:13:45, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1786, loss: 2.1786, grad_norm: 4.0688 2020-07-26 00:03:34,890 - mmaction - INFO - Epoch [30][1900/3757] lr: 2.000e-02, eta: 2 days, 1:13:34, time: 0.707, data_time: 0.002, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2343, loss: 2.2343, grad_norm: 4.0069 2020-07-26 00:03:48,221 - mmaction - INFO - Epoch [30][1920/3757] lr: 2.000e-02, eta: 2 days, 1:13:20, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.2860, loss: 2.2860, grad_norm: 3.9991 2020-07-26 00:04:01,001 - mmaction - INFO - Epoch [30][1940/3757] lr: 2.000e-02, eta: 2 days, 1:13:05, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1394, loss: 2.1394, grad_norm: 3.9573 2020-07-26 00:04:14,866 - mmaction - INFO - Epoch [30][1960/3757] lr: 2.000e-02, eta: 2 days, 1:12:53, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.3332, loss: 2.3332, grad_norm: 4.0155 2020-07-26 00:04:28,372 - mmaction - INFO - Epoch [30][1980/3757] lr: 2.000e-02, eta: 2 days, 1:12:40, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.0792 2020-07-26 00:04:41,708 - mmaction - INFO - Epoch [30][2000/3757] lr: 2.000e-02, eta: 2 days, 1:12:26, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.9771 2020-07-26 00:04:55,361 - mmaction - INFO - Epoch [30][2020/3757] lr: 2.000e-02, eta: 2 days, 1:12:14, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.1876, loss: 2.1876, grad_norm: 4.1420 2020-07-26 00:05:08,444 - mmaction - INFO - Epoch [30][2040/3757] lr: 2.000e-02, eta: 2 days, 1:11:59, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7500, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.9645 2020-07-26 00:05:21,644 - mmaction - INFO - Epoch [30][2060/3757] lr: 2.000e-02, eta: 2 days, 1:11:46, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7672, loss_cls: 2.1075, loss: 2.1075, grad_norm: 4.0949 2020-07-26 00:05:34,949 - mmaction - INFO - Epoch [30][2080/3757] lr: 2.000e-02, eta: 2 days, 1:11:32, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.1779, loss: 2.1779, grad_norm: 4.1569 2020-07-26 00:05:49,307 - mmaction - INFO - Epoch [30][2100/3757] lr: 2.000e-02, eta: 2 days, 1:11:21, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.9464 2020-07-26 00:06:02,198 - mmaction - INFO - Epoch [30][2120/3757] lr: 2.000e-02, eta: 2 days, 1:11:07, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7117, loss_cls: 2.2741, loss: 2.2741, grad_norm: 3.9869 2020-07-26 00:06:15,147 - mmaction - INFO - Epoch [30][2140/3757] lr: 2.000e-02, eta: 2 days, 1:10:52, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1719, loss: 2.1719, grad_norm: 4.0336 2020-07-26 00:06:28,304 - mmaction - INFO - Epoch [30][2160/3757] lr: 2.000e-02, eta: 2 days, 1:10:38, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3209, loss: 2.3209, grad_norm: 4.1310 2020-07-26 00:06:42,315 - mmaction - INFO - Epoch [30][2180/3757] lr: 2.000e-02, eta: 2 days, 1:10:26, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.9860 2020-07-26 00:06:56,072 - mmaction - INFO - Epoch [30][2200/3757] lr: 2.000e-02, eta: 2 days, 1:10:14, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1642, loss: 2.1642, grad_norm: 4.0601 2020-07-26 00:07:09,776 - mmaction - INFO - Epoch [30][2220/3757] lr: 2.000e-02, eta: 2 days, 1:10:01, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2138, loss: 2.2138, grad_norm: 4.0681 2020-07-26 00:07:22,777 - mmaction - INFO - Epoch [30][2240/3757] lr: 2.000e-02, eta: 2 days, 1:09:47, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2588, loss: 2.2588, grad_norm: 3.9283 2020-07-26 00:07:36,140 - mmaction - INFO - Epoch [30][2260/3757] lr: 2.000e-02, eta: 2 days, 1:09:33, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.9888 2020-07-26 00:07:49,496 - mmaction - INFO - Epoch [30][2280/3757] lr: 2.000e-02, eta: 2 days, 1:09:20, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2279, loss: 2.2279, grad_norm: 4.0012 2020-07-26 00:08:02,589 - mmaction - INFO - Epoch [30][2300/3757] lr: 2.000e-02, eta: 2 days, 1:09:06, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.9193 2020-07-26 00:08:15,913 - mmaction - INFO - Epoch [30][2320/3757] lr: 2.000e-02, eta: 2 days, 1:08:53, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3278, loss: 2.3278, grad_norm: 4.0844 2020-07-26 00:08:29,886 - mmaction - INFO - Epoch [30][2340/3757] lr: 2.000e-02, eta: 2 days, 1:08:40, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.9659 2020-07-26 00:08:43,502 - mmaction - INFO - Epoch [30][2360/3757] lr: 2.000e-02, eta: 2 days, 1:08:28, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7484, loss_cls: 2.2251, loss: 2.2251, grad_norm: 4.1959 2020-07-26 00:08:56,320 - mmaction - INFO - Epoch [30][2380/3757] lr: 2.000e-02, eta: 2 days, 1:08:13, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2675, loss: 2.2675, grad_norm: 4.1121 2020-07-26 00:09:09,266 - mmaction - INFO - Epoch [30][2400/3757] lr: 2.000e-02, eta: 2 days, 1:07:59, time: 0.646, data_time: 0.002, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.9600 2020-07-26 00:09:22,892 - mmaction - INFO - Epoch [30][2420/3757] lr: 2.000e-02, eta: 2 days, 1:07:46, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7344, loss_cls: 2.2936, loss: 2.2936, grad_norm: 4.0567 2020-07-26 00:09:36,437 - mmaction - INFO - Epoch [30][2440/3757] lr: 2.000e-02, eta: 2 days, 1:07:33, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2407, loss: 2.2407, grad_norm: 4.0156 2020-07-26 00:09:49,830 - mmaction - INFO - Epoch [30][2460/3757] lr: 2.000e-02, eta: 2 days, 1:07:19, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.9870 2020-07-26 00:10:02,976 - mmaction - INFO - Epoch [30][2480/3757] lr: 2.000e-02, eta: 2 days, 1:07:05, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1870, loss: 2.1870, grad_norm: 4.0761 2020-07-26 00:10:16,642 - mmaction - INFO - Epoch [30][2500/3757] lr: 2.000e-02, eta: 2 days, 1:06:53, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.9349 2020-07-26 00:10:30,075 - mmaction - INFO - Epoch [30][2520/3757] lr: 2.000e-02, eta: 2 days, 1:06:39, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0713, loss: 2.0713, grad_norm: 4.0737 2020-07-26 00:10:44,434 - mmaction - INFO - Epoch [30][2540/3757] lr: 2.000e-02, eta: 2 days, 1:06:28, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.9474 2020-07-26 00:10:57,455 - mmaction - INFO - Epoch [30][2560/3757] lr: 2.000e-02, eta: 2 days, 1:06:14, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.9517 2020-07-26 00:11:10,729 - mmaction - INFO - Epoch [30][2580/3757] lr: 2.000e-02, eta: 2 days, 1:06:00, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2585, loss: 2.2585, grad_norm: 3.9799 2020-07-26 00:11:23,967 - mmaction - INFO - Epoch [30][2600/3757] lr: 2.000e-02, eta: 2 days, 1:05:47, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.9715 2020-07-26 00:11:37,848 - mmaction - INFO - Epoch [30][2620/3757] lr: 2.000e-02, eta: 2 days, 1:05:35, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9738 2020-07-26 00:11:52,190 - mmaction - INFO - Epoch [30][2640/3757] lr: 2.000e-02, eta: 2 days, 1:05:23, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2733, loss: 2.2733, grad_norm: 4.0415 2020-07-26 00:12:05,133 - mmaction - INFO - Epoch [30][2660/3757] lr: 2.000e-02, eta: 2 days, 1:05:09, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2567, loss: 2.2567, grad_norm: 4.0064 2020-07-26 00:12:19,135 - mmaction - INFO - Epoch [30][2680/3757] lr: 2.000e-02, eta: 2 days, 1:04:57, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2199, loss: 2.2199, grad_norm: 4.1308 2020-07-26 00:12:32,426 - mmaction - INFO - Epoch [30][2700/3757] lr: 2.000e-02, eta: 2 days, 1:04:44, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.8971 2020-07-26 00:12:45,692 - mmaction - INFO - Epoch [30][2720/3757] lr: 2.000e-02, eta: 2 days, 1:04:30, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.2322, loss: 2.2322, grad_norm: 4.0969 2020-07-26 00:12:59,175 - mmaction - INFO - Epoch [30][2740/3757] lr: 2.000e-02, eta: 2 days, 1:04:17, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.9356 2020-07-26 00:13:12,260 - mmaction - INFO - Epoch [30][2760/3757] lr: 2.000e-02, eta: 2 days, 1:04:03, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2361, loss: 2.2361, grad_norm: 4.0302 2020-07-26 00:13:25,376 - mmaction - INFO - Epoch [30][2780/3757] lr: 2.000e-02, eta: 2 days, 1:03:49, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.9064 2020-07-26 00:13:39,276 - mmaction - INFO - Epoch [30][2800/3757] lr: 2.000e-02, eta: 2 days, 1:03:36, time: 0.694, data_time: 0.002, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2652, loss: 2.2652, grad_norm: 4.0289 2020-07-26 00:13:53,780 - mmaction - INFO - Epoch [30][2820/3757] lr: 2.000e-02, eta: 2 days, 1:03:26, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1137, loss: 2.1137, grad_norm: 4.0469 2020-07-26 00:14:07,527 - mmaction - INFO - Epoch [30][2840/3757] lr: 2.000e-02, eta: 2 days, 1:03:13, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.0904, loss: 2.0904, grad_norm: 4.0513 2020-07-26 00:14:20,576 - mmaction - INFO - Epoch [30][2860/3757] lr: 2.000e-02, eta: 2 days, 1:02:59, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7453, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.9649 2020-07-26 00:14:34,247 - mmaction - INFO - Epoch [30][2880/3757] lr: 2.000e-02, eta: 2 days, 1:02:46, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.1537, loss: 2.1537, grad_norm: 4.0939 2020-07-26 00:14:48,104 - mmaction - INFO - Epoch [30][2900/3757] lr: 2.000e-02, eta: 2 days, 1:02:34, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7539, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.9366 2020-07-26 00:15:01,303 - mmaction - INFO - Epoch [30][2920/3757] lr: 2.000e-02, eta: 2 days, 1:02:20, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1744, loss: 2.1744, grad_norm: 4.1049 2020-07-26 00:15:14,682 - mmaction - INFO - Epoch [30][2940/3757] lr: 2.000e-02, eta: 2 days, 1:02:07, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.8004 2020-07-26 00:15:27,903 - mmaction - INFO - Epoch [30][2960/3757] lr: 2.000e-02, eta: 2 days, 1:01:53, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.2116, loss: 2.2116, grad_norm: 4.1057 2020-07-26 00:15:41,255 - mmaction - INFO - Epoch [30][2980/3757] lr: 2.000e-02, eta: 2 days, 1:01:39, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.9237 2020-07-26 00:15:54,683 - mmaction - INFO - Epoch [30][3000/3757] lr: 2.000e-02, eta: 2 days, 1:01:26, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1530, loss: 2.1530, grad_norm: 3.9104 2020-07-26 00:16:08,156 - mmaction - INFO - Epoch [30][3020/3757] lr: 2.000e-02, eta: 2 days, 1:01:13, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.9562 2020-07-26 00:16:22,292 - mmaction - INFO - Epoch [30][3040/3757] lr: 2.000e-02, eta: 2 days, 1:01:02, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7211, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.9111 2020-07-26 00:16:35,928 - mmaction - INFO - Epoch [30][3060/3757] lr: 2.000e-02, eta: 2 days, 1:00:49, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.9599 2020-07-26 00:16:50,540 - mmaction - INFO - Epoch [30][3080/3757] lr: 2.000e-02, eta: 2 days, 1:00:38, time: 0.733, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2808, loss: 2.2808, grad_norm: 4.0212 2020-07-26 00:17:03,684 - mmaction - INFO - Epoch [30][3100/3757] lr: 2.000e-02, eta: 2 days, 1:00:24, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.8993 2020-07-26 00:17:16,833 - mmaction - INFO - Epoch [30][3120/3757] lr: 2.000e-02, eta: 2 days, 1:00:10, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7531, loss_cls: 2.2036, loss: 2.2036, grad_norm: 4.1493 2020-07-26 00:17:30,835 - mmaction - INFO - Epoch [30][3140/3757] lr: 2.000e-02, eta: 2 days, 0:59:58, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.9974 2020-07-26 00:17:44,380 - mmaction - INFO - Epoch [30][3160/3757] lr: 2.000e-02, eta: 2 days, 0:59:45, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1484, loss: 2.1484, grad_norm: 4.2402 2020-07-26 00:17:58,293 - mmaction - INFO - Epoch [30][3180/3757] lr: 2.000e-02, eta: 2 days, 0:59:33, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.8810 2020-07-26 00:18:12,083 - mmaction - INFO - Epoch [30][3200/3757] lr: 2.000e-02, eta: 2 days, 0:59:21, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1727, loss: 2.1727, grad_norm: 4.0941 2020-07-26 00:18:25,784 - mmaction - INFO - Epoch [30][3220/3757] lr: 2.000e-02, eta: 2 days, 0:59:08, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2652, loss: 2.2652, grad_norm: 4.1077 2020-07-26 00:18:39,906 - mmaction - INFO - Epoch [30][3240/3757] lr: 2.000e-02, eta: 2 days, 0:58:57, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.9771 2020-07-26 00:18:53,178 - mmaction - INFO - Epoch [30][3260/3757] lr: 2.000e-02, eta: 2 days, 0:58:43, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1805, loss: 2.1805, grad_norm: 4.0003 2020-07-26 00:19:06,360 - mmaction - INFO - Epoch [30][3280/3757] lr: 2.000e-02, eta: 2 days, 0:58:29, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7391, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.9518 2020-07-26 00:19:20,195 - mmaction - INFO - Epoch [30][3300/3757] lr: 2.000e-02, eta: 2 days, 0:58:17, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.9936 2020-07-26 00:19:35,724 - mmaction - INFO - Epoch [30][3320/3757] lr: 2.000e-02, eta: 2 days, 0:58:08, time: 0.775, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.9404 2020-07-26 00:19:49,134 - mmaction - INFO - Epoch [30][3340/3757] lr: 2.000e-02, eta: 2 days, 0:57:55, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.9813 2020-07-26 00:20:02,419 - mmaction - INFO - Epoch [30][3360/3757] lr: 2.000e-02, eta: 2 days, 0:57:41, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.2061, loss: 2.2061, grad_norm: 4.2219 2020-07-26 00:20:16,388 - mmaction - INFO - Epoch [30][3380/3757] lr: 2.000e-02, eta: 2 days, 0:57:29, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1118, loss: 2.1118, grad_norm: 4.0222 2020-07-26 00:20:30,507 - mmaction - INFO - Epoch [30][3400/3757] lr: 2.000e-02, eta: 2 days, 0:57:18, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.9773 2020-07-26 00:20:43,693 - mmaction - INFO - Epoch [30][3420/3757] lr: 2.000e-02, eta: 2 days, 0:57:04, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.1932, loss: 2.1932, grad_norm: 4.1120 2020-07-26 00:20:57,396 - mmaction - INFO - Epoch [30][3440/3757] lr: 2.000e-02, eta: 2 days, 0:56:51, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.8365 2020-07-26 00:21:12,320 - mmaction - INFO - Epoch [30][3460/3757] lr: 2.000e-02, eta: 2 days, 0:56:41, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1872, loss: 2.1872, grad_norm: 4.0274 2020-07-26 00:21:26,876 - mmaction - INFO - Epoch [30][3480/3757] lr: 2.000e-02, eta: 2 days, 0:56:31, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.9745 2020-07-26 00:21:39,865 - mmaction - INFO - Epoch [30][3500/3757] lr: 2.000e-02, eta: 2 days, 0:56:17, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3195, loss: 2.3195, grad_norm: 3.8739 2020-07-26 00:21:55,118 - mmaction - INFO - Epoch [30][3520/3757] lr: 2.000e-02, eta: 2 days, 0:56:08, time: 0.763, data_time: 0.003, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2852, loss: 2.2852, grad_norm: 4.2381 2020-07-26 00:22:08,318 - mmaction - INFO - Epoch [30][3540/3757] lr: 2.000e-02, eta: 2 days, 0:55:53, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.3170, loss: 2.3170, grad_norm: 4.1209 2020-07-26 00:22:23,547 - mmaction - INFO - Epoch [30][3560/3757] lr: 2.000e-02, eta: 2 days, 0:55:45, time: 0.767, data_time: 0.009, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.1968, loss: 2.1968, grad_norm: 4.0353 2020-07-26 00:22:37,247 - mmaction - INFO - Epoch [30][3580/3757] lr: 2.000e-02, eta: 2 days, 0:55:32, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2798, loss: 2.2798, grad_norm: 4.0357 2020-07-26 00:22:50,967 - mmaction - INFO - Epoch [30][3600/3757] lr: 2.000e-02, eta: 2 days, 0:55:19, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.9860 2020-07-26 00:23:05,099 - mmaction - INFO - Epoch [30][3620/3757] lr: 2.000e-02, eta: 2 days, 0:55:08, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.9626 2020-07-26 00:23:18,396 - mmaction - INFO - Epoch [30][3640/3757] lr: 2.000e-02, eta: 2 days, 0:54:54, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1741, loss: 2.1741, grad_norm: 4.0233 2020-07-26 00:23:31,616 - mmaction - INFO - Epoch [30][3660/3757] lr: 2.000e-02, eta: 2 days, 0:54:40, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.1054, loss: 2.1054, grad_norm: 4.0043 2020-07-26 00:23:45,082 - mmaction - INFO - Epoch [30][3680/3757] lr: 2.000e-02, eta: 2 days, 0:54:27, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.8810 2020-07-26 00:23:58,718 - mmaction - INFO - Epoch [30][3700/3757] lr: 2.000e-02, eta: 2 days, 0:54:14, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7297, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.9785 2020-07-26 00:24:12,752 - mmaction - INFO - Epoch [30][3720/3757] lr: 2.000e-02, eta: 2 days, 0:54:03, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1776, loss: 2.1776, grad_norm: 4.0257 2020-07-26 00:24:25,857 - mmaction - INFO - Epoch [30][3740/3757] lr: 2.000e-02, eta: 2 days, 0:53:48, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2491, loss: 2.2491, grad_norm: 4.0921 2020-07-26 00:24:37,686 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-26 00:25:03,361 - mmaction - INFO - Epoch [31][20/3757] lr: 2.000e-02, eta: 2 days, 0:53:22, time: 1.200, data_time: 0.523, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1449, loss: 2.1449, grad_norm: 4.0824 2020-07-26 00:25:15,606 - mmaction - INFO - Epoch [31][40/3757] lr: 2.000e-02, eta: 2 days, 0:53:06, time: 0.612, data_time: 0.002, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7664, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.9502 2020-07-26 00:25:28,855 - mmaction - INFO - Epoch [31][60/3757] lr: 2.000e-02, eta: 2 days, 0:52:52, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.8482 2020-07-26 00:25:44,082 - mmaction - INFO - Epoch [31][80/3757] lr: 2.000e-02, eta: 2 days, 0:52:43, time: 0.761, data_time: 0.003, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2341, loss: 2.2341, grad_norm: 4.0193 2020-07-26 00:25:56,744 - mmaction - INFO - Epoch [31][100/3757] lr: 2.000e-02, eta: 2 days, 0:52:28, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.9177 2020-07-26 00:26:11,209 - mmaction - INFO - Epoch [31][120/3757] lr: 2.000e-02, eta: 2 days, 0:52:17, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1093, loss: 2.1093, grad_norm: 3.8534 2020-07-26 00:26:24,752 - mmaction - INFO - Epoch [31][140/3757] lr: 2.000e-02, eta: 2 days, 0:52:04, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.9592 2020-07-26 00:26:37,946 - mmaction - INFO - Epoch [31][160/3757] lr: 2.000e-02, eta: 2 days, 0:51:50, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.1856, loss: 2.1856, grad_norm: 4.1410 2020-07-26 00:26:51,864 - mmaction - INFO - Epoch [31][180/3757] lr: 2.000e-02, eta: 2 days, 0:51:38, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.9747 2020-07-26 00:27:05,847 - mmaction - INFO - Epoch [31][200/3757] lr: 2.000e-02, eta: 2 days, 0:51:26, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1696, loss: 2.1696, grad_norm: 4.0589 2020-07-26 00:27:19,893 - mmaction - INFO - Epoch [31][220/3757] lr: 2.000e-02, eta: 2 days, 0:51:14, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 2.0216, loss: 2.0216, grad_norm: 4.0355 2020-07-26 00:27:32,898 - mmaction - INFO - Epoch [31][240/3757] lr: 2.000e-02, eta: 2 days, 0:51:00, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1958, loss: 2.1958, grad_norm: 4.1003 2020-07-26 00:27:46,883 - mmaction - INFO - Epoch [31][260/3757] lr: 2.000e-02, eta: 2 days, 0:50:48, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2390, loss: 2.2390, grad_norm: 4.0373 2020-07-26 00:28:00,522 - mmaction - INFO - Epoch [31][280/3757] lr: 2.000e-02, eta: 2 days, 0:50:35, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0670, loss: 2.0670, grad_norm: 4.0330 2020-07-26 00:28:14,386 - mmaction - INFO - Epoch [31][300/3757] lr: 2.000e-02, eta: 2 days, 0:50:23, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.2333, loss: 2.2333, grad_norm: 4.2362 2020-07-26 00:28:28,696 - mmaction - INFO - Epoch [31][320/3757] lr: 2.000e-02, eta: 2 days, 0:50:12, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.9911 2020-07-26 00:28:42,138 - mmaction - INFO - Epoch [31][340/3757] lr: 2.000e-02, eta: 2 days, 0:49:58, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1165, loss: 2.1165, grad_norm: 4.0177 2020-07-26 00:28:56,323 - mmaction - INFO - Epoch [31][360/3757] lr: 2.000e-02, eta: 2 days, 0:49:47, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.8923 2020-07-26 00:29:09,939 - mmaction - INFO - Epoch [31][380/3757] lr: 2.000e-02, eta: 2 days, 0:49:34, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7602, loss_cls: 2.1064, loss: 2.1064, grad_norm: 3.9408 2020-07-26 00:29:24,576 - mmaction - INFO - Epoch [31][400/3757] lr: 2.000e-02, eta: 2 days, 0:49:23, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7398, loss_cls: 2.1771, loss: 2.1771, grad_norm: 4.0374 2020-07-26 00:29:38,118 - mmaction - INFO - Epoch [31][420/3757] lr: 2.000e-02, eta: 2 days, 0:49:10, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.0998, loss: 2.0998, grad_norm: 4.0899 2020-07-26 00:29:52,122 - mmaction - INFO - Epoch [31][440/3757] lr: 2.000e-02, eta: 2 days, 0:48:58, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.9463 2020-07-26 00:30:05,969 - mmaction - INFO - Epoch [31][460/3757] lr: 2.000e-02, eta: 2 days, 0:48:46, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1736, loss: 2.1736, grad_norm: 4.0572 2020-07-26 00:30:19,665 - mmaction - INFO - Epoch [31][480/3757] lr: 2.000e-02, eta: 2 days, 0:48:34, time: 0.685, data_time: 0.002, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.9657 2020-07-26 00:30:33,642 - mmaction - INFO - Epoch [31][500/3757] lr: 2.000e-02, eta: 2 days, 0:48:21, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1763, loss: 2.1763, grad_norm: 4.1241 2020-07-26 00:30:47,473 - mmaction - INFO - Epoch [31][520/3757] lr: 2.000e-02, eta: 2 days, 0:48:09, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.2216, loss: 2.2216, grad_norm: 4.2091 2020-07-26 00:31:02,408 - mmaction - INFO - Epoch [31][540/3757] lr: 2.000e-02, eta: 2 days, 0:47:59, time: 0.746, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.9843 2020-07-26 00:31:16,250 - mmaction - INFO - Epoch [31][560/3757] lr: 2.000e-02, eta: 2 days, 0:47:47, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1996, loss: 2.1996, grad_norm: 4.0782 2020-07-26 00:31:30,401 - mmaction - INFO - Epoch [31][580/3757] lr: 2.000e-02, eta: 2 days, 0:47:35, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.8933 2020-07-26 00:31:44,706 - mmaction - INFO - Epoch [31][600/3757] lr: 2.000e-02, eta: 2 days, 0:47:24, time: 0.718, data_time: 0.009, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1599, loss: 2.1599, grad_norm: 4.0670 2020-07-26 00:31:58,380 - mmaction - INFO - Epoch [31][620/3757] lr: 2.000e-02, eta: 2 days, 0:47:11, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1093, loss: 2.1093, grad_norm: 3.8567 2020-07-26 00:32:11,637 - mmaction - INFO - Epoch [31][640/3757] lr: 2.000e-02, eta: 2 days, 0:46:58, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.9767 2020-07-26 00:32:27,418 - mmaction - INFO - Epoch [31][660/3757] lr: 2.000e-02, eta: 2 days, 0:46:50, time: 0.789, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.9989 2020-07-26 00:32:41,067 - mmaction - INFO - Epoch [31][680/3757] lr: 2.000e-02, eta: 2 days, 0:46:37, time: 0.682, data_time: 0.002, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.0674, loss: 2.0674, grad_norm: 4.0401 2020-07-26 00:32:54,336 - mmaction - INFO - Epoch [31][700/3757] lr: 2.000e-02, eta: 2 days, 0:46:23, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.0991, loss: 2.0991, grad_norm: 4.0791 2020-07-26 00:33:07,604 - mmaction - INFO - Epoch [31][720/3757] lr: 2.000e-02, eta: 2 days, 0:46:09, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0651, loss: 2.0651, grad_norm: 4.0392 2020-07-26 00:33:21,532 - mmaction - INFO - Epoch [31][740/3757] lr: 2.000e-02, eta: 2 days, 0:45:58, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1550, loss: 2.1550, grad_norm: 4.0665 2020-07-26 00:33:35,002 - mmaction - INFO - Epoch [31][760/3757] lr: 2.000e-02, eta: 2 days, 0:45:44, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.9372 2020-07-26 00:33:48,714 - mmaction - INFO - Epoch [31][780/3757] lr: 2.000e-02, eta: 2 days, 0:45:32, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1430, loss: 2.1430, grad_norm: 4.2023 2020-07-26 00:34:03,048 - mmaction - INFO - Epoch [31][800/3757] lr: 2.000e-02, eta: 2 days, 0:45:20, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1542, loss: 2.1542, grad_norm: 4.0000 2020-07-26 00:34:16,731 - mmaction - INFO - Epoch [31][820/3757] lr: 2.000e-02, eta: 2 days, 0:45:08, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1969, loss: 2.1969, grad_norm: 4.1132 2020-07-26 00:34:31,272 - mmaction - INFO - Epoch [31][840/3757] lr: 2.000e-02, eta: 2 days, 0:44:57, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1537, loss: 2.1537, grad_norm: 3.9564 2020-07-26 00:34:44,714 - mmaction - INFO - Epoch [31][860/3757] lr: 2.000e-02, eta: 2 days, 0:44:44, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1236, loss: 2.1236, grad_norm: 3.9626 2020-07-26 00:34:58,961 - mmaction - INFO - Epoch [31][880/3757] lr: 2.000e-02, eta: 2 days, 0:44:32, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1803, loss: 2.1803, grad_norm: 4.0405 2020-07-26 00:35:11,928 - mmaction - INFO - Epoch [31][900/3757] lr: 2.000e-02, eta: 2 days, 0:44:18, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.1961, loss: 2.1961, grad_norm: 4.0994 2020-07-26 00:35:26,362 - mmaction - INFO - Epoch [31][920/3757] lr: 2.000e-02, eta: 2 days, 0:44:07, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.9556 2020-07-26 00:35:40,198 - mmaction - INFO - Epoch [31][940/3757] lr: 2.000e-02, eta: 2 days, 0:43:55, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2384, loss: 2.2384, grad_norm: 4.0053 2020-07-26 00:35:54,261 - mmaction - INFO - Epoch [31][960/3757] lr: 2.000e-02, eta: 2 days, 0:43:43, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.0609 2020-07-26 00:36:07,806 - mmaction - INFO - Epoch [31][980/3757] lr: 2.000e-02, eta: 2 days, 0:43:30, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.0428 2020-07-26 00:36:21,437 - mmaction - INFO - Epoch [31][1000/3757] lr: 2.000e-02, eta: 2 days, 0:43:17, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1178, loss: 2.1178, grad_norm: 4.0158 2020-07-26 00:36:36,159 - mmaction - INFO - Epoch [31][1020/3757] lr: 2.000e-02, eta: 2 days, 0:43:07, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1614, loss: 2.1614, grad_norm: 4.1251 2020-07-26 00:36:49,894 - mmaction - INFO - Epoch [31][1040/3757] lr: 2.000e-02, eta: 2 days, 0:42:54, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1239, loss: 2.1239, grad_norm: 4.0170 2020-07-26 00:37:04,548 - mmaction - INFO - Epoch [31][1060/3757] lr: 2.000e-02, eta: 2 days, 0:42:43, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1652, loss: 2.1652, grad_norm: 4.0264 2020-07-26 00:37:17,533 - mmaction - INFO - Epoch [31][1080/3757] lr: 2.000e-02, eta: 2 days, 0:42:29, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.9668 2020-07-26 00:37:31,607 - mmaction - INFO - Epoch [31][1100/3757] lr: 2.000e-02, eta: 2 days, 0:42:17, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.2348, loss: 2.2348, grad_norm: 4.0432 2020-07-26 00:37:45,539 - mmaction - INFO - Epoch [31][1120/3757] lr: 2.000e-02, eta: 2 days, 0:42:05, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.9937 2020-07-26 00:37:59,841 - mmaction - INFO - Epoch [31][1140/3757] lr: 2.000e-02, eta: 2 days, 0:41:54, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.1007, loss: 2.1007, grad_norm: 4.0944 2020-07-26 00:38:13,058 - mmaction - INFO - Epoch [31][1160/3757] lr: 2.000e-02, eta: 2 days, 0:41:40, time: 0.661, data_time: 0.003, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.2079, loss: 2.2079, grad_norm: 4.0767 2020-07-26 00:38:26,339 - mmaction - INFO - Epoch [31][1180/3757] lr: 2.000e-02, eta: 2 days, 0:41:27, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2363, loss: 2.2363, grad_norm: 4.0176 2020-07-26 00:38:41,073 - mmaction - INFO - Epoch [31][1200/3757] lr: 2.000e-02, eta: 2 days, 0:41:16, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1322, loss: 2.1322, grad_norm: 4.0127 2020-07-26 00:38:54,702 - mmaction - INFO - Epoch [31][1220/3757] lr: 2.000e-02, eta: 2 days, 0:41:03, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2302, loss: 2.2302, grad_norm: 4.0591 2020-07-26 00:39:08,196 - mmaction - INFO - Epoch [31][1240/3757] lr: 2.000e-02, eta: 2 days, 0:40:50, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1190, loss: 2.1190, grad_norm: 4.0346 2020-07-26 00:39:21,430 - mmaction - INFO - Epoch [31][1260/3757] lr: 2.000e-02, eta: 2 days, 0:40:37, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1158, loss: 2.1158, grad_norm: 4.1290 2020-07-26 00:39:34,776 - mmaction - INFO - Epoch [31][1280/3757] lr: 2.000e-02, eta: 2 days, 0:40:23, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1814, loss: 2.1814, grad_norm: 4.1359 2020-07-26 00:39:49,677 - mmaction - INFO - Epoch [31][1300/3757] lr: 2.000e-02, eta: 2 days, 0:40:13, time: 0.743, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0572, loss: 2.0572, grad_norm: 4.1129 2020-07-26 00:40:02,940 - mmaction - INFO - Epoch [31][1320/3757] lr: 2.000e-02, eta: 2 days, 0:39:59, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.9679 2020-07-26 00:40:16,264 - mmaction - INFO - Epoch [31][1340/3757] lr: 2.000e-02, eta: 2 days, 0:39:46, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.8928 2020-07-26 00:40:30,425 - mmaction - INFO - Epoch [31][1360/3757] lr: 2.000e-02, eta: 2 days, 0:39:34, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.1241 2020-07-26 00:40:44,004 - mmaction - INFO - Epoch [31][1380/3757] lr: 2.000e-02, eta: 2 days, 0:39:21, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7070, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.9697 2020-07-26 00:40:57,381 - mmaction - INFO - Epoch [31][1400/3757] lr: 2.000e-02, eta: 2 days, 0:39:08, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7398, loss_cls: 2.2437, loss: 2.2437, grad_norm: 4.1092 2020-07-26 00:41:12,499 - mmaction - INFO - Epoch [31][1420/3757] lr: 2.000e-02, eta: 2 days, 0:38:58, time: 0.760, data_time: 0.009, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2923, loss: 2.2923, grad_norm: 4.0470 2020-07-26 00:41:25,749 - mmaction - INFO - Epoch [31][1440/3757] lr: 2.000e-02, eta: 2 days, 0:38:45, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.9361 2020-07-26 00:41:39,623 - mmaction - INFO - Epoch [31][1460/3757] lr: 2.000e-02, eta: 2 days, 0:38:32, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.8472 2020-07-26 00:41:52,688 - mmaction - INFO - Epoch [31][1480/3757] lr: 2.000e-02, eta: 2 days, 0:38:18, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2107, loss: 2.2107, grad_norm: 4.0956 2020-07-26 00:42:06,015 - mmaction - INFO - Epoch [31][1500/3757] lr: 2.000e-02, eta: 2 days, 0:38:05, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7680, loss_cls: 2.1177, loss: 2.1177, grad_norm: 3.9037 2020-07-26 00:42:20,320 - mmaction - INFO - Epoch [31][1520/3757] lr: 2.000e-02, eta: 2 days, 0:37:53, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.1887, loss: 2.1887, grad_norm: 4.0864 2020-07-26 00:42:33,502 - mmaction - INFO - Epoch [31][1540/3757] lr: 2.000e-02, eta: 2 days, 0:37:40, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0487, loss: 2.0487, grad_norm: 4.1036 2020-07-26 00:42:47,262 - mmaction - INFO - Epoch [31][1560/3757] lr: 2.000e-02, eta: 2 days, 0:37:27, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1611, loss: 2.1611, grad_norm: 4.1365 2020-07-26 00:43:01,010 - mmaction - INFO - Epoch [31][1580/3757] lr: 2.000e-02, eta: 2 days, 0:37:14, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1656, loss: 2.1656, grad_norm: 4.1745 2020-07-26 00:43:15,592 - mmaction - INFO - Epoch [31][1600/3757] lr: 2.000e-02, eta: 2 days, 0:37:04, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.9357 2020-07-26 00:43:28,455 - mmaction - INFO - Epoch [31][1620/3757] lr: 2.000e-02, eta: 2 days, 0:36:49, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.8623 2020-07-26 00:43:41,791 - mmaction - INFO - Epoch [31][1640/3757] lr: 2.000e-02, eta: 2 days, 0:36:36, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.9556 2020-07-26 00:43:55,440 - mmaction - INFO - Epoch [31][1660/3757] lr: 2.000e-02, eta: 2 days, 0:36:23, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.1181, loss: 2.1181, grad_norm: 4.1077 2020-07-26 00:44:09,434 - mmaction - INFO - Epoch [31][1680/3757] lr: 2.000e-02, eta: 2 days, 0:36:11, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.2251, loss: 2.2251, grad_norm: 4.1422 2020-07-26 00:44:22,599 - mmaction - INFO - Epoch [31][1700/3757] lr: 2.000e-02, eta: 2 days, 0:35:57, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0957, loss: 2.0957, grad_norm: 3.9225 2020-07-26 00:44:36,345 - mmaction - INFO - Epoch [31][1720/3757] lr: 2.000e-02, eta: 2 days, 0:35:44, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2635, loss: 2.2635, grad_norm: 4.0950 2020-07-26 00:44:49,554 - mmaction - INFO - Epoch [31][1740/3757] lr: 2.000e-02, eta: 2 days, 0:35:31, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.9607 2020-07-26 00:45:03,220 - mmaction - INFO - Epoch [31][1760/3757] lr: 2.000e-02, eta: 2 days, 0:35:18, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2730, loss: 2.2730, grad_norm: 4.0878 2020-07-26 00:45:16,442 - mmaction - INFO - Epoch [31][1780/3757] lr: 2.000e-02, eta: 2 days, 0:35:04, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2320, loss: 2.2320, grad_norm: 4.0210 2020-07-26 00:45:30,674 - mmaction - INFO - Epoch [31][1800/3757] lr: 2.000e-02, eta: 2 days, 0:34:52, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7648, loss_cls: 2.1061, loss: 2.1061, grad_norm: 3.8287 2020-07-26 00:45:43,770 - mmaction - INFO - Epoch [31][1820/3757] lr: 2.000e-02, eta: 2 days, 0:34:38, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7172, loss_cls: 2.2804, loss: 2.2804, grad_norm: 3.9890 2020-07-26 00:45:58,114 - mmaction - INFO - Epoch [31][1840/3757] lr: 2.000e-02, eta: 2 days, 0:34:27, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.9852 2020-07-26 00:46:11,815 - mmaction - INFO - Epoch [31][1860/3757] lr: 2.000e-02, eta: 2 days, 0:34:15, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7578, loss_cls: 2.1058, loss: 2.1058, grad_norm: 4.0892 2020-07-26 00:46:24,866 - mmaction - INFO - Epoch [31][1880/3757] lr: 2.000e-02, eta: 2 days, 0:34:00, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7359, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.9525 2020-07-26 00:46:38,312 - mmaction - INFO - Epoch [31][1900/3757] lr: 2.000e-02, eta: 2 days, 0:33:47, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.9756 2020-07-26 00:46:52,093 - mmaction - INFO - Epoch [31][1920/3757] lr: 2.000e-02, eta: 2 days, 0:33:35, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.2207, loss: 2.2207, grad_norm: 4.1531 2020-07-26 00:47:05,190 - mmaction - INFO - Epoch [31][1940/3757] lr: 2.000e-02, eta: 2 days, 0:33:21, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1526, loss: 2.1526, grad_norm: 4.1297 2020-07-26 00:47:19,217 - mmaction - INFO - Epoch [31][1960/3757] lr: 2.000e-02, eta: 2 days, 0:33:09, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2536, loss: 2.2536, grad_norm: 4.0701 2020-07-26 00:47:33,187 - mmaction - INFO - Epoch [31][1980/3757] lr: 2.000e-02, eta: 2 days, 0:32:56, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.9577 2020-07-26 00:47:47,587 - mmaction - INFO - Epoch [31][2000/3757] lr: 2.000e-02, eta: 2 days, 0:32:45, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7383, loss_cls: 2.1843, loss: 2.1843, grad_norm: 4.0823 2020-07-26 00:48:01,193 - mmaction - INFO - Epoch [31][2020/3757] lr: 2.000e-02, eta: 2 days, 0:32:33, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.9777 2020-07-26 00:48:15,847 - mmaction - INFO - Epoch [31][2040/3757] lr: 2.000e-02, eta: 2 days, 0:32:22, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.9968 2020-07-26 00:48:28,691 - mmaction - INFO - Epoch [31][2060/3757] lr: 2.000e-02, eta: 2 days, 0:32:07, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7391, loss_cls: 2.2703, loss: 2.2703, grad_norm: 4.2361 2020-07-26 00:48:43,082 - mmaction - INFO - Epoch [31][2080/3757] lr: 2.000e-02, eta: 2 days, 0:31:56, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.8481 2020-07-26 00:48:55,808 - mmaction - INFO - Epoch [31][2100/3757] lr: 2.000e-02, eta: 2 days, 0:31:41, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1249, loss: 2.1249, grad_norm: 4.0828 2020-07-26 00:49:10,023 - mmaction - INFO - Epoch [31][2120/3757] lr: 2.000e-02, eta: 2 days, 0:31:30, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.0800, loss: 2.0800, grad_norm: 3.9696 2020-07-26 00:49:23,845 - mmaction - INFO - Epoch [31][2140/3757] lr: 2.000e-02, eta: 2 days, 0:31:17, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.2124, loss: 2.2124, grad_norm: 4.2609 2020-07-26 00:49:37,554 - mmaction - INFO - Epoch [31][2160/3757] lr: 2.000e-02, eta: 2 days, 0:31:04, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2979, loss: 2.2979, grad_norm: 4.0690 2020-07-26 00:49:51,483 - mmaction - INFO - Epoch [31][2180/3757] lr: 2.000e-02, eta: 2 days, 0:30:52, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1579, loss: 2.1579, grad_norm: 4.0195 2020-07-26 00:50:04,550 - mmaction - INFO - Epoch [31][2200/3757] lr: 2.000e-02, eta: 2 days, 0:30:38, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.9099 2020-07-26 00:50:18,836 - mmaction - INFO - Epoch [31][2220/3757] lr: 2.000e-02, eta: 2 days, 0:30:27, time: 0.715, data_time: 0.002, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2453, loss: 2.2453, grad_norm: 4.0597 2020-07-26 00:50:32,626 - mmaction - INFO - Epoch [31][2240/3757] lr: 2.000e-02, eta: 2 days, 0:30:14, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.4066, loss: 2.4066, grad_norm: 4.0718 2020-07-26 00:50:45,973 - mmaction - INFO - Epoch [31][2260/3757] lr: 2.000e-02, eta: 2 days, 0:30:01, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.9797 2020-07-26 00:50:59,973 - mmaction - INFO - Epoch [31][2280/3757] lr: 2.000e-02, eta: 2 days, 0:29:49, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3256, loss: 2.3256, grad_norm: 4.0218 2020-07-26 00:51:12,903 - mmaction - INFO - Epoch [31][2300/3757] lr: 2.000e-02, eta: 2 days, 0:29:35, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.8749 2020-07-26 00:51:26,295 - mmaction - INFO - Epoch [31][2320/3757] lr: 2.000e-02, eta: 2 days, 0:29:21, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 2.0212, loss: 2.0212, grad_norm: 3.9921 2020-07-26 00:51:40,002 - mmaction - INFO - Epoch [31][2340/3757] lr: 2.000e-02, eta: 2 days, 0:29:08, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.2152, loss: 2.2152, grad_norm: 4.1083 2020-07-26 00:51:53,146 - mmaction - INFO - Epoch [31][2360/3757] lr: 2.000e-02, eta: 2 days, 0:28:54, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2571, loss: 2.2571, grad_norm: 4.0591 2020-07-26 00:52:06,677 - mmaction - INFO - Epoch [31][2380/3757] lr: 2.000e-02, eta: 2 days, 0:28:41, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.0536 2020-07-26 00:52:21,070 - mmaction - INFO - Epoch [31][2400/3757] lr: 2.000e-02, eta: 2 days, 0:28:30, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.0123 2020-07-26 00:52:37,177 - mmaction - INFO - Epoch [31][2420/3757] lr: 2.000e-02, eta: 2 days, 0:28:23, time: 0.805, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.1652, loss: 2.1652, grad_norm: 4.1328 2020-07-26 00:52:50,210 - mmaction - INFO - Epoch [31][2440/3757] lr: 2.000e-02, eta: 2 days, 0:28:09, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.2118, loss: 2.2118, grad_norm: 4.1087 2020-07-26 00:53:03,409 - mmaction - INFO - Epoch [31][2460/3757] lr: 2.000e-02, eta: 2 days, 0:27:55, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.9111 2020-07-26 00:53:16,967 - mmaction - INFO - Epoch [31][2480/3757] lr: 2.000e-02, eta: 2 days, 0:27:42, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.2134, loss: 2.2134, grad_norm: 4.0335 2020-07-26 00:53:30,234 - mmaction - INFO - Epoch [31][2500/3757] lr: 2.000e-02, eta: 2 days, 0:27:28, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1447, loss: 2.1447, grad_norm: 4.0589 2020-07-26 00:53:44,059 - mmaction - INFO - Epoch [31][2520/3757] lr: 2.000e-02, eta: 2 days, 0:27:16, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1656, loss: 2.1656, grad_norm: 4.1532 2020-07-26 00:53:58,327 - mmaction - INFO - Epoch [31][2540/3757] lr: 2.000e-02, eta: 2 days, 0:27:04, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7305, loss_cls: 2.2974, loss: 2.2974, grad_norm: 4.1426 2020-07-26 00:54:11,678 - mmaction - INFO - Epoch [31][2560/3757] lr: 2.000e-02, eta: 2 days, 0:26:51, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7555, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.9180 2020-07-26 00:54:25,201 - mmaction - INFO - Epoch [31][2580/3757] lr: 2.000e-02, eta: 2 days, 0:26:38, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.1924, loss: 2.1924, grad_norm: 4.1936 2020-07-26 00:54:38,452 - mmaction - INFO - Epoch [31][2600/3757] lr: 2.000e-02, eta: 2 days, 0:26:24, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2406, loss: 2.2406, grad_norm: 4.1261 2020-07-26 00:54:52,922 - mmaction - INFO - Epoch [31][2620/3757] lr: 2.000e-02, eta: 2 days, 0:26:13, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7570, loss_cls: 2.0991, loss: 2.0991, grad_norm: 3.9346 2020-07-26 00:55:05,880 - mmaction - INFO - Epoch [31][2640/3757] lr: 2.000e-02, eta: 2 days, 0:25:59, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.9417 2020-07-26 00:55:20,236 - mmaction - INFO - Epoch [31][2660/3757] lr: 2.000e-02, eta: 2 days, 0:25:48, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2032, loss: 2.2032, grad_norm: 4.0282 2020-07-26 00:55:33,485 - mmaction - INFO - Epoch [31][2680/3757] lr: 2.000e-02, eta: 2 days, 0:25:34, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.2757, loss: 2.2757, grad_norm: 3.9528 2020-07-26 00:55:46,527 - mmaction - INFO - Epoch [31][2700/3757] lr: 2.000e-02, eta: 2 days, 0:25:20, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.9518 2020-07-26 00:56:00,478 - mmaction - INFO - Epoch [31][2720/3757] lr: 2.000e-02, eta: 2 days, 0:25:07, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2257, loss: 2.2257, grad_norm: 4.0624 2020-07-26 00:56:14,222 - mmaction - INFO - Epoch [31][2740/3757] lr: 2.000e-02, eta: 2 days, 0:24:55, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7328, loss_cls: 2.2768, loss: 2.2768, grad_norm: 4.0972 2020-07-26 00:56:27,686 - mmaction - INFO - Epoch [31][2760/3757] lr: 2.000e-02, eta: 2 days, 0:24:42, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.9267 2020-07-26 00:56:41,199 - mmaction - INFO - Epoch [31][2780/3757] lr: 2.000e-02, eta: 2 days, 0:24:29, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.0956, loss: 2.0956, grad_norm: 4.1905 2020-07-26 00:56:54,563 - mmaction - INFO - Epoch [31][2800/3757] lr: 2.000e-02, eta: 2 days, 0:24:15, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.1115, loss: 2.1115, grad_norm: 4.0260 2020-07-26 00:57:08,053 - mmaction - INFO - Epoch [31][2820/3757] lr: 2.000e-02, eta: 2 days, 0:24:02, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.9389 2020-07-26 00:57:21,840 - mmaction - INFO - Epoch [31][2840/3757] lr: 2.000e-02, eta: 2 days, 0:23:49, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.9902 2020-07-26 00:57:35,120 - mmaction - INFO - Epoch [31][2860/3757] lr: 2.000e-02, eta: 2 days, 0:23:36, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1841, loss: 2.1841, grad_norm: 4.0015 2020-07-26 00:57:48,479 - mmaction - INFO - Epoch [31][2880/3757] lr: 2.000e-02, eta: 2 days, 0:23:22, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7289, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.9177 2020-07-26 00:58:01,796 - mmaction - INFO - Epoch [31][2900/3757] lr: 2.000e-02, eta: 2 days, 0:23:09, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.2571, loss: 2.2571, grad_norm: 3.9828 2020-07-26 00:58:14,933 - mmaction - INFO - Epoch [31][2920/3757] lr: 2.000e-02, eta: 2 days, 0:22:55, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7484, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.9662 2020-07-26 00:58:29,100 - mmaction - INFO - Epoch [31][2940/3757] lr: 2.000e-02, eta: 2 days, 0:22:43, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.9022 2020-07-26 00:58:42,759 - mmaction - INFO - Epoch [31][2960/3757] lr: 2.000e-02, eta: 2 days, 0:22:30, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.8409 2020-07-26 00:58:56,196 - mmaction - INFO - Epoch [31][2980/3757] lr: 2.000e-02, eta: 2 days, 0:22:17, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.9343 2020-07-26 00:59:09,708 - mmaction - INFO - Epoch [31][3000/3757] lr: 2.000e-02, eta: 2 days, 0:22:04, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7289, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.8993 2020-07-26 00:59:24,301 - mmaction - INFO - Epoch [31][3020/3757] lr: 2.000e-02, eta: 2 days, 0:21:53, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.8925 2020-07-26 00:59:38,085 - mmaction - INFO - Epoch [31][3040/3757] lr: 2.000e-02, eta: 2 days, 0:21:41, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.9499 2020-07-26 00:59:51,311 - mmaction - INFO - Epoch [31][3060/3757] lr: 2.000e-02, eta: 2 days, 0:21:27, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.3001, loss: 2.3001, grad_norm: 3.9924 2020-07-26 01:00:07,068 - mmaction - INFO - Epoch [31][3080/3757] lr: 2.000e-02, eta: 2 days, 0:21:18, time: 0.777, data_time: 0.008, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.2784, loss: 2.2784, grad_norm: 3.9809 2020-07-26 01:00:20,472 - mmaction - INFO - Epoch [31][3100/3757] lr: 2.000e-02, eta: 2 days, 0:21:05, time: 0.683, data_time: 0.017, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2337, loss: 2.2337, grad_norm: 4.0403 2020-07-26 01:00:33,523 - mmaction - INFO - Epoch [31][3120/3757] lr: 2.000e-02, eta: 2 days, 0:20:51, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.0690 2020-07-26 01:00:46,654 - mmaction - INFO - Epoch [31][3140/3757] lr: 2.000e-02, eta: 2 days, 0:20:37, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.0995, loss: 2.0995, grad_norm: 3.9633 2020-07-26 01:01:01,506 - mmaction - INFO - Epoch [31][3160/3757] lr: 2.000e-02, eta: 2 days, 0:20:27, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2830, loss: 2.2830, grad_norm: 4.1808 2020-07-26 01:01:15,537 - mmaction - INFO - Epoch [31][3180/3757] lr: 2.000e-02, eta: 2 days, 0:20:15, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.3311, loss: 2.3311, grad_norm: 4.0638 2020-07-26 01:01:29,594 - mmaction - INFO - Epoch [31][3200/3757] lr: 2.000e-02, eta: 2 days, 0:20:03, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.2226, loss: 2.2226, grad_norm: 4.1617 2020-07-26 01:01:42,660 - mmaction - INFO - Epoch [31][3220/3757] lr: 2.000e-02, eta: 2 days, 0:19:49, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.0629, loss: 2.0629, grad_norm: 3.8529 2020-07-26 01:01:55,841 - mmaction - INFO - Epoch [31][3240/3757] lr: 2.000e-02, eta: 2 days, 0:19:35, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.1779, loss: 2.1779, grad_norm: 4.1106 2020-07-26 01:02:09,471 - mmaction - INFO - Epoch [31][3260/3757] lr: 2.000e-02, eta: 2 days, 0:19:22, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.9824 2020-07-26 01:02:22,733 - mmaction - INFO - Epoch [31][3280/3757] lr: 2.000e-02, eta: 2 days, 0:19:09, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.9068 2020-07-26 01:02:36,058 - mmaction - INFO - Epoch [31][3300/3757] lr: 2.000e-02, eta: 2 days, 0:18:55, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.8907 2020-07-26 01:02:50,812 - mmaction - INFO - Epoch [31][3320/3757] lr: 2.000e-02, eta: 2 days, 0:18:45, time: 0.739, data_time: 0.003, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.9330 2020-07-26 01:03:03,907 - mmaction - INFO - Epoch [31][3340/3757] lr: 2.000e-02, eta: 2 days, 0:18:31, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.9250 2020-07-26 01:03:16,751 - mmaction - INFO - Epoch [31][3360/3757] lr: 2.000e-02, eta: 2 days, 0:18:16, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7469, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.8919 2020-07-26 01:03:30,928 - mmaction - INFO - Epoch [31][3380/3757] lr: 2.000e-02, eta: 2 days, 0:18:04, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3398, loss: 2.3398, grad_norm: 4.1021 2020-07-26 01:03:44,506 - mmaction - INFO - Epoch [31][3400/3757] lr: 2.000e-02, eta: 2 days, 0:17:51, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.9699 2020-07-26 01:03:57,387 - mmaction - INFO - Epoch [31][3420/3757] lr: 2.000e-02, eta: 2 days, 0:17:37, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1758, loss: 2.1758, grad_norm: 4.1149 2020-07-26 01:04:11,047 - mmaction - INFO - Epoch [31][3440/3757] lr: 2.000e-02, eta: 2 days, 0:17:24, time: 0.686, data_time: 0.009, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7422, loss_cls: 2.0878, loss: 2.0878, grad_norm: 3.8788 2020-07-26 01:04:24,991 - mmaction - INFO - Epoch [31][3460/3757] lr: 2.000e-02, eta: 2 days, 0:17:12, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.9924 2020-07-26 01:04:37,862 - mmaction - INFO - Epoch [31][3480/3757] lr: 2.000e-02, eta: 2 days, 0:16:57, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1261, loss: 2.1261, grad_norm: 4.0732 2020-07-26 01:04:52,090 - mmaction - INFO - Epoch [31][3500/3757] lr: 2.000e-02, eta: 2 days, 0:16:46, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.2518, loss: 2.2518, grad_norm: 4.1080 2020-07-26 01:05:05,580 - mmaction - INFO - Epoch [31][3520/3757] lr: 2.000e-02, eta: 2 days, 0:16:33, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7195, loss_cls: 2.2714, loss: 2.2714, grad_norm: 4.0127 2020-07-26 01:05:19,111 - mmaction - INFO - Epoch [31][3540/3757] lr: 2.000e-02, eta: 2 days, 0:16:19, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7500, loss_cls: 2.2063, loss: 2.2063, grad_norm: 4.0582 2020-07-26 01:05:33,519 - mmaction - INFO - Epoch [31][3560/3757] lr: 2.000e-02, eta: 2 days, 0:16:08, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.1685, loss: 2.1685, grad_norm: 4.0140 2020-07-26 01:05:47,129 - mmaction - INFO - Epoch [31][3580/3757] lr: 2.000e-02, eta: 2 days, 0:15:55, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2255, loss: 2.2255, grad_norm: 4.1279 2020-07-26 01:06:01,499 - mmaction - INFO - Epoch [31][3600/3757] lr: 2.000e-02, eta: 2 days, 0:15:44, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1708, loss: 2.1708, grad_norm: 4.0078 2020-07-26 01:06:14,839 - mmaction - INFO - Epoch [31][3620/3757] lr: 2.000e-02, eta: 2 days, 0:15:31, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.9929 2020-07-26 01:06:28,256 - mmaction - INFO - Epoch [31][3640/3757] lr: 2.000e-02, eta: 2 days, 0:15:17, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2176, loss: 2.2176, grad_norm: 4.1245 2020-07-26 01:06:43,119 - mmaction - INFO - Epoch [31][3660/3757] lr: 2.000e-02, eta: 2 days, 0:15:07, time: 0.741, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7109, loss_cls: 2.2500, loss: 2.2500, grad_norm: 3.7993 2020-07-26 01:06:55,642 - mmaction - INFO - Epoch [31][3680/3757] lr: 2.000e-02, eta: 2 days, 0:14:52, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.8706 2020-07-26 01:07:09,494 - mmaction - INFO - Epoch [31][3700/3757] lr: 2.000e-02, eta: 2 days, 0:14:39, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.9329 2020-07-26 01:07:22,450 - mmaction - INFO - Epoch [31][3720/3757] lr: 2.000e-02, eta: 2 days, 0:14:25, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.9329 2020-07-26 01:07:36,289 - mmaction - INFO - Epoch [31][3740/3757] lr: 2.000e-02, eta: 2 days, 0:14:13, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7461, loss_cls: 2.2043, loss: 2.2043, grad_norm: 4.0088 2020-07-26 01:07:47,595 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-07-26 01:08:13,039 - mmaction - INFO - Epoch [32][20/3757] lr: 2.000e-02, eta: 2 days, 0:13:45, time: 1.180, data_time: 0.548, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.9801 2020-07-26 01:08:25,322 - mmaction - INFO - Epoch [32][40/3757] lr: 2.000e-02, eta: 2 days, 0:13:29, time: 0.614, data_time: 0.002, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.9827 2020-07-26 01:08:38,188 - mmaction - INFO - Epoch [32][60/3757] lr: 2.000e-02, eta: 2 days, 0:13:15, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0583, loss: 2.0583, grad_norm: 4.0011 2020-07-26 01:08:52,235 - mmaction - INFO - Epoch [32][80/3757] lr: 2.000e-02, eta: 2 days, 0:13:03, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.8891 2020-07-26 01:09:05,961 - mmaction - INFO - Epoch [32][100/3757] lr: 2.000e-02, eta: 2 days, 0:12:50, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.9539 2020-07-26 01:09:19,407 - mmaction - INFO - Epoch [32][120/3757] lr: 2.000e-02, eta: 2 days, 0:12:37, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0640, loss: 2.0640, grad_norm: 4.2134 2020-07-26 01:09:33,251 - mmaction - INFO - Epoch [32][140/3757] lr: 2.000e-02, eta: 2 days, 0:12:24, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0528, loss: 2.0528, grad_norm: 4.1176 2020-07-26 01:09:46,241 - mmaction - INFO - Epoch [32][160/3757] lr: 2.000e-02, eta: 2 days, 0:12:10, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2606, loss: 2.2606, grad_norm: 4.1117 2020-07-26 01:09:59,815 - mmaction - INFO - Epoch [32][180/3757] lr: 2.000e-02, eta: 2 days, 0:11:57, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1789, loss: 2.1789, grad_norm: 4.2227 2020-07-26 01:10:13,084 - mmaction - INFO - Epoch [32][200/3757] lr: 2.000e-02, eta: 2 days, 0:11:44, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.1225 2020-07-26 01:10:27,076 - mmaction - INFO - Epoch [32][220/3757] lr: 2.000e-02, eta: 2 days, 0:11:31, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.1322, loss: 2.1322, grad_norm: 4.1627 2020-07-26 01:10:39,873 - mmaction - INFO - Epoch [32][240/3757] lr: 2.000e-02, eta: 2 days, 0:11:17, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.9602 2020-07-26 01:10:52,990 - mmaction - INFO - Epoch [32][260/3757] lr: 2.000e-02, eta: 2 days, 0:11:03, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.1097, loss: 2.1097, grad_norm: 3.9787 2020-07-26 01:11:06,690 - mmaction - INFO - Epoch [32][280/3757] lr: 2.000e-02, eta: 2 days, 0:10:50, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.9149 2020-07-26 01:11:20,534 - mmaction - INFO - Epoch [32][300/3757] lr: 2.000e-02, eta: 2 days, 0:10:38, time: 0.694, data_time: 0.009, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1090, loss: 2.1090, grad_norm: 4.1849 2020-07-26 01:11:33,636 - mmaction - INFO - Epoch [32][320/3757] lr: 2.000e-02, eta: 2 days, 0:10:23, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.1967, loss: 2.1967, grad_norm: 4.1214 2020-07-26 01:11:47,473 - mmaction - INFO - Epoch [32][340/3757] lr: 2.000e-02, eta: 2 days, 0:10:11, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.0275 2020-07-26 01:12:00,897 - mmaction - INFO - Epoch [32][360/3757] lr: 2.000e-02, eta: 2 days, 0:09:58, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7219, loss_cls: 2.1613, loss: 2.1613, grad_norm: 4.0418 2020-07-26 01:12:14,624 - mmaction - INFO - Epoch [32][380/3757] lr: 2.000e-02, eta: 2 days, 0:09:45, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1178, loss: 2.1178, grad_norm: 4.0062 2020-07-26 01:12:27,962 - mmaction - INFO - Epoch [32][400/3757] lr: 2.000e-02, eta: 2 days, 0:09:31, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.0463 2020-07-26 01:12:42,023 - mmaction - INFO - Epoch [32][420/3757] lr: 2.000e-02, eta: 2 days, 0:09:20, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0701, loss: 2.0701, grad_norm: 4.0953 2020-07-26 01:12:56,453 - mmaction - INFO - Epoch [32][440/3757] lr: 2.000e-02, eta: 2 days, 0:09:08, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2143, loss: 2.2143, grad_norm: 4.0962 2020-07-26 01:13:09,273 - mmaction - INFO - Epoch [32][460/3757] lr: 2.000e-02, eta: 2 days, 0:08:54, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.9563 2020-07-26 01:13:23,007 - mmaction - INFO - Epoch [32][480/3757] lr: 2.000e-02, eta: 2 days, 0:08:41, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1295, loss: 2.1295, grad_norm: 4.1279 2020-07-26 01:13:36,615 - mmaction - INFO - Epoch [32][500/3757] lr: 2.000e-02, eta: 2 days, 0:08:28, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.0975, loss: 2.0975, grad_norm: 4.0444 2020-07-26 01:13:49,813 - mmaction - INFO - Epoch [32][520/3757] lr: 2.000e-02, eta: 2 days, 0:08:14, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.9522 2020-07-26 01:14:03,271 - mmaction - INFO - Epoch [32][540/3757] lr: 2.000e-02, eta: 2 days, 0:08:01, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1347, loss: 2.1347, grad_norm: 4.0928 2020-07-26 01:14:16,293 - mmaction - INFO - Epoch [32][560/3757] lr: 2.000e-02, eta: 2 days, 0:07:47, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2155, loss: 2.2155, grad_norm: 4.0788 2020-07-26 01:14:30,380 - mmaction - INFO - Epoch [32][580/3757] lr: 2.000e-02, eta: 2 days, 0:07:35, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1831, loss: 2.1831, grad_norm: 4.0370 2020-07-26 01:14:43,889 - mmaction - INFO - Epoch [32][600/3757] lr: 2.000e-02, eta: 2 days, 0:07:22, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2354, loss: 2.2354, grad_norm: 4.0852 2020-07-26 01:14:56,759 - mmaction - INFO - Epoch [32][620/3757] lr: 2.000e-02, eta: 2 days, 0:07:07, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0966, loss: 2.0966, grad_norm: 3.9938 2020-07-26 01:15:10,942 - mmaction - INFO - Epoch [32][640/3757] lr: 2.000e-02, eta: 2 days, 0:06:56, time: 0.710, data_time: 0.002, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7305, loss_cls: 2.2716, loss: 2.2716, grad_norm: 4.2003 2020-07-26 01:15:24,217 - mmaction - INFO - Epoch [32][660/3757] lr: 2.000e-02, eta: 2 days, 0:06:42, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1789, loss: 2.1789, grad_norm: 4.0315 2020-07-26 01:15:37,959 - mmaction - INFO - Epoch [32][680/3757] lr: 2.000e-02, eta: 2 days, 0:06:29, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1474, loss: 2.1474, grad_norm: 4.0575 2020-07-26 01:15:50,823 - mmaction - INFO - Epoch [32][700/3757] lr: 2.000e-02, eta: 2 days, 0:06:15, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7398, loss_cls: 2.2308, loss: 2.2308, grad_norm: 4.0465 2020-07-26 01:16:04,745 - mmaction - INFO - Epoch [32][720/3757] lr: 2.000e-02, eta: 2 days, 0:06:03, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.1947, loss: 2.1947, grad_norm: 4.1367 2020-07-26 01:16:18,550 - mmaction - INFO - Epoch [32][740/3757] lr: 2.000e-02, eta: 2 days, 0:05:50, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.9819 2020-07-26 01:16:31,962 - mmaction - INFO - Epoch [32][760/3757] lr: 2.000e-02, eta: 2 days, 0:05:37, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.9895 2020-07-26 01:16:45,709 - mmaction - INFO - Epoch [32][780/3757] lr: 2.000e-02, eta: 2 days, 0:05:24, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.0610, loss: 2.0610, grad_norm: 3.9850 2020-07-26 01:16:59,300 - mmaction - INFO - Epoch [32][800/3757] lr: 2.000e-02, eta: 2 days, 0:05:11, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1470, loss: 2.1470, grad_norm: 4.0167 2020-07-26 01:17:13,213 - mmaction - INFO - Epoch [32][820/3757] lr: 2.000e-02, eta: 2 days, 0:04:59, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.9238 2020-07-26 01:17:26,283 - mmaction - INFO - Epoch [32][840/3757] lr: 2.000e-02, eta: 2 days, 0:04:45, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7539, loss_cls: 2.1413, loss: 2.1413, grad_norm: 4.0870 2020-07-26 01:17:40,004 - mmaction - INFO - Epoch [32][860/3757] lr: 2.000e-02, eta: 2 days, 0:04:32, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2036, loss: 2.2036, grad_norm: 4.0395 2020-07-26 01:17:53,383 - mmaction - INFO - Epoch [32][880/3757] lr: 2.000e-02, eta: 2 days, 0:04:19, time: 0.669, data_time: 0.002, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.9451 2020-07-26 01:18:06,827 - mmaction - INFO - Epoch [32][900/3757] lr: 2.000e-02, eta: 2 days, 0:04:05, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1331, loss: 2.1331, grad_norm: 4.0096 2020-07-26 01:18:20,389 - mmaction - INFO - Epoch [32][920/3757] lr: 2.000e-02, eta: 2 days, 0:03:52, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.1935, loss: 2.1935, grad_norm: 4.1544 2020-07-26 01:18:33,879 - mmaction - INFO - Epoch [32][940/3757] lr: 2.000e-02, eta: 2 days, 0:03:39, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.9333 2020-07-26 01:18:47,682 - mmaction - INFO - Epoch [32][960/3757] lr: 2.000e-02, eta: 2 days, 0:03:27, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.9367 2020-07-26 01:19:01,162 - mmaction - INFO - Epoch [32][980/3757] lr: 2.000e-02, eta: 2 days, 0:03:13, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1877, loss: 2.1877, grad_norm: 4.0935 2020-07-26 01:19:14,575 - mmaction - INFO - Epoch [32][1000/3757] lr: 2.000e-02, eta: 2 days, 0:03:00, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.2125, loss: 2.2125, grad_norm: 4.1255 2020-07-26 01:19:28,157 - mmaction - INFO - Epoch [32][1020/3757] lr: 2.000e-02, eta: 2 days, 0:02:47, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7508, loss_cls: 2.1577, loss: 2.1577, grad_norm: 4.1148 2020-07-26 01:19:41,795 - mmaction - INFO - Epoch [32][1040/3757] lr: 2.000e-02, eta: 2 days, 0:02:34, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.9835 2020-07-26 01:19:55,330 - mmaction - INFO - Epoch [32][1060/3757] lr: 2.000e-02, eta: 2 days, 0:02:21, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7172, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.9372 2020-07-26 01:20:08,814 - mmaction - INFO - Epoch [32][1080/3757] lr: 2.000e-02, eta: 2 days, 0:02:08, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1557, loss: 2.1557, grad_norm: 4.0370 2020-07-26 01:20:22,710 - mmaction - INFO - Epoch [32][1100/3757] lr: 2.000e-02, eta: 2 days, 0:01:56, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1873, loss: 2.1873, grad_norm: 4.0327 2020-07-26 01:20:35,559 - mmaction - INFO - Epoch [32][1120/3757] lr: 2.000e-02, eta: 2 days, 0:01:41, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0889, loss: 2.0889, grad_norm: 4.0435 2020-07-26 01:20:48,798 - mmaction - INFO - Epoch [32][1140/3757] lr: 2.000e-02, eta: 2 days, 0:01:27, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2321, loss: 2.2321, grad_norm: 4.1638 2020-07-26 01:21:03,000 - mmaction - INFO - Epoch [32][1160/3757] lr: 2.000e-02, eta: 2 days, 0:01:16, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.9159 2020-07-26 01:21:17,300 - mmaction - INFO - Epoch [32][1180/3757] lr: 2.000e-02, eta: 2 days, 0:01:04, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.1553, loss: 2.1553, grad_norm: 4.1216 2020-07-26 01:21:30,218 - mmaction - INFO - Epoch [32][1200/3757] lr: 2.000e-02, eta: 2 days, 0:00:50, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1608, loss: 2.1608, grad_norm: 4.0099 2020-07-26 01:21:44,128 - mmaction - INFO - Epoch [32][1220/3757] lr: 2.000e-02, eta: 2 days, 0:00:37, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2529, loss: 2.2529, grad_norm: 4.1888 2020-07-26 01:21:57,780 - mmaction - INFO - Epoch [32][1240/3757] lr: 2.000e-02, eta: 2 days, 0:00:25, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2114, loss: 2.2114, grad_norm: 4.0276 2020-07-26 01:22:10,919 - mmaction - INFO - Epoch [32][1260/3757] lr: 2.000e-02, eta: 2 days, 0:00:10, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1490, loss: 2.1490, grad_norm: 4.0185 2020-07-26 01:22:24,723 - mmaction - INFO - Epoch [32][1280/3757] lr: 2.000e-02, eta: 1 day, 23:59:58, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2448, loss: 2.2448, grad_norm: 4.2281 2020-07-26 01:22:38,243 - mmaction - INFO - Epoch [32][1300/3757] lr: 2.000e-02, eta: 1 day, 23:59:45, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.9600 2020-07-26 01:22:52,358 - mmaction - INFO - Epoch [32][1320/3757] lr: 2.000e-02, eta: 1 day, 23:59:33, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.0439 2020-07-26 01:23:05,559 - mmaction - INFO - Epoch [32][1340/3757] lr: 2.000e-02, eta: 1 day, 23:59:19, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.0180 2020-07-26 01:23:19,357 - mmaction - INFO - Epoch [32][1360/3757] lr: 2.000e-02, eta: 1 day, 23:59:07, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4516, top5_acc: 0.7195, loss_cls: 2.3532, loss: 2.3532, grad_norm: 4.0926 2020-07-26 01:23:32,746 - mmaction - INFO - Epoch [32][1380/3757] lr: 2.000e-02, eta: 1 day, 23:58:53, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.9683 2020-07-26 01:23:46,536 - mmaction - INFO - Epoch [32][1400/3757] lr: 2.000e-02, eta: 1 day, 23:58:41, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.9249 2020-07-26 01:24:00,109 - mmaction - INFO - Epoch [32][1420/3757] lr: 2.000e-02, eta: 1 day, 23:58:28, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.9675 2020-07-26 01:24:13,120 - mmaction - INFO - Epoch [32][1440/3757] lr: 2.000e-02, eta: 1 day, 23:58:13, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7430, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.9768 2020-07-26 01:24:28,152 - mmaction - INFO - Epoch [32][1460/3757] lr: 2.000e-02, eta: 1 day, 23:58:04, time: 0.754, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.8902 2020-07-26 01:24:41,011 - mmaction - INFO - Epoch [32][1480/3757] lr: 2.000e-02, eta: 1 day, 23:57:49, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.1926, loss: 2.1926, grad_norm: 4.0408 2020-07-26 01:24:55,254 - mmaction - INFO - Epoch [32][1500/3757] lr: 2.000e-02, eta: 1 day, 23:57:38, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.9292 2020-07-26 01:25:08,524 - mmaction - INFO - Epoch [32][1520/3757] lr: 2.000e-02, eta: 1 day, 23:57:24, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7430, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.0208 2020-07-26 01:25:21,509 - mmaction - INFO - Epoch [32][1540/3757] lr: 2.000e-02, eta: 1 day, 23:57:10, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1741, loss: 2.1741, grad_norm: 4.0589 2020-07-26 01:25:35,411 - mmaction - INFO - Epoch [32][1560/3757] lr: 2.000e-02, eta: 1 day, 23:56:57, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2296, loss: 2.2296, grad_norm: 4.0418 2020-07-26 01:25:49,177 - mmaction - INFO - Epoch [32][1580/3757] lr: 2.000e-02, eta: 1 day, 23:56:45, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7258, loss_cls: 2.2933, loss: 2.2933, grad_norm: 4.1047 2020-07-26 01:26:02,998 - mmaction - INFO - Epoch [32][1600/3757] lr: 2.000e-02, eta: 1 day, 23:56:32, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1266, loss: 2.1266, grad_norm: 4.1404 2020-07-26 01:26:17,990 - mmaction - INFO - Epoch [32][1620/3757] lr: 2.000e-02, eta: 1 day, 23:56:22, time: 0.752, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.9523 2020-07-26 01:26:30,975 - mmaction - INFO - Epoch [32][1640/3757] lr: 2.000e-02, eta: 1 day, 23:56:08, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.2923, loss: 2.2923, grad_norm: 3.9624 2020-07-26 01:26:44,753 - mmaction - INFO - Epoch [32][1660/3757] lr: 2.000e-02, eta: 1 day, 23:55:56, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7500, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.9758 2020-07-26 01:26:58,350 - mmaction - INFO - Epoch [32][1680/3757] lr: 2.000e-02, eta: 1 day, 23:55:42, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1906, loss: 2.1906, grad_norm: 4.1945 2020-07-26 01:27:12,188 - mmaction - INFO - Epoch [32][1700/3757] lr: 2.000e-02, eta: 1 day, 23:55:30, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7102, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.8589 2020-07-26 01:27:25,311 - mmaction - INFO - Epoch [32][1720/3757] lr: 2.000e-02, eta: 1 day, 23:55:16, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7508, loss_cls: 2.1470, loss: 2.1470, grad_norm: 4.0967 2020-07-26 01:27:38,812 - mmaction - INFO - Epoch [32][1740/3757] lr: 2.000e-02, eta: 1 day, 23:55:03, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7477, loss_cls: 2.1426, loss: 2.1426, grad_norm: 4.0865 2020-07-26 01:27:52,612 - mmaction - INFO - Epoch [32][1760/3757] lr: 2.000e-02, eta: 1 day, 23:54:50, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7391, loss_cls: 2.2743, loss: 2.2743, grad_norm: 4.3516 2020-07-26 01:28:05,815 - mmaction - INFO - Epoch [32][1780/3757] lr: 2.000e-02, eta: 1 day, 23:54:37, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2093, loss: 2.2093, grad_norm: 4.0005 2020-07-26 01:28:18,792 - mmaction - INFO - Epoch [32][1800/3757] lr: 2.000e-02, eta: 1 day, 23:54:22, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1540, loss: 2.1540, grad_norm: 4.1677 2020-07-26 01:28:33,280 - mmaction - INFO - Epoch [32][1820/3757] lr: 2.000e-02, eta: 1 day, 23:54:11, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.0345 2020-07-26 01:28:46,672 - mmaction - INFO - Epoch [32][1840/3757] lr: 2.000e-02, eta: 1 day, 23:53:58, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0694, loss: 2.0694, grad_norm: 3.9017 2020-07-26 01:28:59,536 - mmaction - INFO - Epoch [32][1860/3757] lr: 2.000e-02, eta: 1 day, 23:53:43, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7234, loss_cls: 2.2124, loss: 2.2124, grad_norm: 4.0521 2020-07-26 01:29:13,991 - mmaction - INFO - Epoch [32][1880/3757] lr: 2.000e-02, eta: 1 day, 23:53:32, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.8672 2020-07-26 01:29:27,344 - mmaction - INFO - Epoch [32][1900/3757] lr: 2.000e-02, eta: 1 day, 23:53:19, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.0706, loss: 2.0706, grad_norm: 3.9140 2020-07-26 01:29:40,994 - mmaction - INFO - Epoch [32][1920/3757] lr: 2.000e-02, eta: 1 day, 23:53:06, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0894, loss: 2.0894, grad_norm: 3.9491 2020-07-26 01:29:54,101 - mmaction - INFO - Epoch [32][1940/3757] lr: 2.000e-02, eta: 1 day, 23:52:52, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0163, loss: 2.0163, grad_norm: 3.8734 2020-07-26 01:30:07,574 - mmaction - INFO - Epoch [32][1960/3757] lr: 2.000e-02, eta: 1 day, 23:52:39, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.1034, loss: 2.1034, grad_norm: 4.0205 2020-07-26 01:30:21,587 - mmaction - INFO - Epoch [32][1980/3757] lr: 2.000e-02, eta: 1 day, 23:52:26, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2336, loss: 2.2336, grad_norm: 4.1099 2020-07-26 01:30:34,614 - mmaction - INFO - Epoch [32][2000/3757] lr: 2.000e-02, eta: 1 day, 23:52:12, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.1938, loss: 2.1938, grad_norm: 4.0875 2020-07-26 01:30:48,351 - mmaction - INFO - Epoch [32][2020/3757] lr: 2.000e-02, eta: 1 day, 23:51:59, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.1126, loss: 2.1126, grad_norm: 4.0039 2020-07-26 01:31:01,751 - mmaction - INFO - Epoch [32][2040/3757] lr: 2.000e-02, eta: 1 day, 23:51:46, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.1650, loss: 2.1650, grad_norm: 4.0273 2020-07-26 01:31:16,288 - mmaction - INFO - Epoch [32][2060/3757] lr: 2.000e-02, eta: 1 day, 23:51:35, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1506, loss: 2.1506, grad_norm: 4.0156 2020-07-26 01:31:28,910 - mmaction - INFO - Epoch [32][2080/3757] lr: 2.000e-02, eta: 1 day, 23:51:20, time: 0.632, data_time: 0.003, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7289, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.9965 2020-07-26 01:31:44,094 - mmaction - INFO - Epoch [32][2100/3757] lr: 2.000e-02, eta: 1 day, 23:51:10, time: 0.753, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2266, loss: 2.2266, grad_norm: 4.0264 2020-07-26 01:31:56,936 - mmaction - INFO - Epoch [32][2120/3757] lr: 2.000e-02, eta: 1 day, 23:50:56, time: 0.648, data_time: 0.009, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2903, loss: 2.2903, grad_norm: 4.0273 2020-07-26 01:32:10,784 - mmaction - INFO - Epoch [32][2140/3757] lr: 2.000e-02, eta: 1 day, 23:50:43, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2172, loss: 2.2172, grad_norm: 4.0483 2020-07-26 01:32:23,554 - mmaction - INFO - Epoch [32][2160/3757] lr: 2.000e-02, eta: 1 day, 23:50:29, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.9707 2020-07-26 01:32:37,117 - mmaction - INFO - Epoch [32][2180/3757] lr: 2.000e-02, eta: 1 day, 23:50:16, time: 0.678, data_time: 0.002, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7359, loss_cls: 2.2521, loss: 2.2521, grad_norm: 4.1424 2020-07-26 01:32:50,614 - mmaction - INFO - Epoch [32][2200/3757] lr: 2.000e-02, eta: 1 day, 23:50:03, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0848, loss: 2.0848, grad_norm: 4.0045 2020-07-26 01:33:04,265 - mmaction - INFO - Epoch [32][2220/3757] lr: 2.000e-02, eta: 1 day, 23:49:50, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2302, loss: 2.2302, grad_norm: 4.0296 2020-07-26 01:33:17,298 - mmaction - INFO - Epoch [32][2240/3757] lr: 2.000e-02, eta: 1 day, 23:49:35, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.2220, loss: 2.2220, grad_norm: 4.0287 2020-07-26 01:33:30,406 - mmaction - INFO - Epoch [32][2260/3757] lr: 2.000e-02, eta: 1 day, 23:49:22, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.2504, loss: 2.2504, grad_norm: 4.0131 2020-07-26 01:33:44,553 - mmaction - INFO - Epoch [32][2280/3757] lr: 2.000e-02, eta: 1 day, 23:49:10, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2202, loss: 2.2202, grad_norm: 4.0250 2020-07-26 01:33:58,247 - mmaction - INFO - Epoch [32][2300/3757] lr: 2.000e-02, eta: 1 day, 23:48:57, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.9256 2020-07-26 01:34:12,024 - mmaction - INFO - Epoch [32][2320/3757] lr: 2.000e-02, eta: 1 day, 23:48:44, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.8376 2020-07-26 01:34:25,011 - mmaction - INFO - Epoch [32][2340/3757] lr: 2.000e-02, eta: 1 day, 23:48:30, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1694, loss: 2.1694, grad_norm: 4.2080 2020-07-26 01:34:38,706 - mmaction - INFO - Epoch [32][2360/3757] lr: 2.000e-02, eta: 1 day, 23:48:17, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7492, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.9001 2020-07-26 01:34:51,699 - mmaction - INFO - Epoch [32][2380/3757] lr: 2.000e-02, eta: 1 day, 23:48:03, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.2183, loss: 2.2183, grad_norm: 4.0940 2020-07-26 01:35:05,421 - mmaction - INFO - Epoch [32][2400/3757] lr: 2.000e-02, eta: 1 day, 23:47:50, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.8760 2020-07-26 01:35:18,650 - mmaction - INFO - Epoch [32][2420/3757] lr: 2.000e-02, eta: 1 day, 23:47:37, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7094, loss_cls: 2.2726, loss: 2.2726, grad_norm: 4.1298 2020-07-26 01:35:31,746 - mmaction - INFO - Epoch [32][2440/3757] lr: 2.000e-02, eta: 1 day, 23:47:22, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.0799 2020-07-26 01:35:45,107 - mmaction - INFO - Epoch [32][2460/3757] lr: 2.000e-02, eta: 1 day, 23:47:09, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1554, loss: 2.1554, grad_norm: 4.1265 2020-07-26 01:35:58,181 - mmaction - INFO - Epoch [32][2480/3757] lr: 2.000e-02, eta: 1 day, 23:46:55, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1900, loss: 2.1900, grad_norm: 4.1030 2020-07-26 01:36:12,321 - mmaction - INFO - Epoch [32][2500/3757] lr: 2.000e-02, eta: 1 day, 23:46:43, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.1430, loss: 2.1430, grad_norm: 4.2425 2020-07-26 01:36:26,082 - mmaction - INFO - Epoch [32][2520/3757] lr: 2.000e-02, eta: 1 day, 23:46:30, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7477, loss_cls: 2.1427, loss: 2.1427, grad_norm: 4.0387 2020-07-26 01:36:38,977 - mmaction - INFO - Epoch [32][2540/3757] lr: 2.000e-02, eta: 1 day, 23:46:16, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.9682 2020-07-26 01:36:52,785 - mmaction - INFO - Epoch [32][2560/3757] lr: 2.000e-02, eta: 1 day, 23:46:03, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1369, loss: 2.1369, grad_norm: 4.0245 2020-07-26 01:37:05,592 - mmaction - INFO - Epoch [32][2580/3757] lr: 2.000e-02, eta: 1 day, 23:45:49, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1054, loss: 2.1054, grad_norm: 4.1379 2020-07-26 01:37:19,270 - mmaction - INFO - Epoch [32][2600/3757] lr: 2.000e-02, eta: 1 day, 23:45:36, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2391, loss: 2.2391, grad_norm: 4.0798 2020-07-26 01:37:32,013 - mmaction - INFO - Epoch [32][2620/3757] lr: 2.000e-02, eta: 1 day, 23:45:21, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0181, loss: 2.0181, grad_norm: 3.8414 2020-07-26 01:37:45,735 - mmaction - INFO - Epoch [32][2640/3757] lr: 2.000e-02, eta: 1 day, 23:45:08, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.9364 2020-07-26 01:37:58,825 - mmaction - INFO - Epoch [32][2660/3757] lr: 2.000e-02, eta: 1 day, 23:44:54, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2083, loss: 2.2083, grad_norm: 4.2828 2020-07-26 01:38:12,405 - mmaction - INFO - Epoch [32][2680/3757] lr: 2.000e-02, eta: 1 day, 23:44:41, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.9976 2020-07-26 01:38:25,898 - mmaction - INFO - Epoch [32][2700/3757] lr: 2.000e-02, eta: 1 day, 23:44:28, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2587, loss: 2.2587, grad_norm: 4.0576 2020-07-26 01:38:39,616 - mmaction - INFO - Epoch [32][2720/3757] lr: 2.000e-02, eta: 1 day, 23:44:15, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2569, loss: 2.2569, grad_norm: 4.0586 2020-07-26 01:38:52,889 - mmaction - INFO - Epoch [32][2740/3757] lr: 2.000e-02, eta: 1 day, 23:44:02, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1810, loss: 2.1810, grad_norm: 4.0414 2020-07-26 01:39:06,878 - mmaction - INFO - Epoch [32][2760/3757] lr: 2.000e-02, eta: 1 day, 23:43:50, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2403, loss: 2.2403, grad_norm: 4.0658 2020-07-26 01:39:20,815 - mmaction - INFO - Epoch [32][2780/3757] lr: 2.000e-02, eta: 1 day, 23:43:38, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.7276 2020-07-26 01:39:35,253 - mmaction - INFO - Epoch [32][2800/3757] lr: 2.000e-02, eta: 1 day, 23:43:26, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7805, loss_cls: 2.0400, loss: 2.0400, grad_norm: 4.0580 2020-07-26 01:39:48,836 - mmaction - INFO - Epoch [32][2820/3757] lr: 2.000e-02, eta: 1 day, 23:43:13, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2193, loss: 2.2193, grad_norm: 4.0605 2020-07-26 01:40:02,283 - mmaction - INFO - Epoch [32][2840/3757] lr: 2.000e-02, eta: 1 day, 23:43:00, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.9652 2020-07-26 01:40:16,024 - mmaction - INFO - Epoch [32][2860/3757] lr: 2.000e-02, eta: 1 day, 23:42:47, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7523, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.0145 2020-07-26 01:40:29,807 - mmaction - INFO - Epoch [32][2880/3757] lr: 2.000e-02, eta: 1 day, 23:42:35, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.3214, loss: 2.3214, grad_norm: 4.0334 2020-07-26 01:40:43,887 - mmaction - INFO - Epoch [32][2900/3757] lr: 2.000e-02, eta: 1 day, 23:42:23, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.2394, loss: 2.2394, grad_norm: 4.0123 2020-07-26 01:40:58,517 - mmaction - INFO - Epoch [32][2920/3757] lr: 2.000e-02, eta: 1 day, 23:42:12, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.2897, loss: 2.2897, grad_norm: 3.9525 2020-07-26 01:41:11,929 - mmaction - INFO - Epoch [32][2940/3757] lr: 2.000e-02, eta: 1 day, 23:41:59, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.9567 2020-07-26 01:41:25,319 - mmaction - INFO - Epoch [32][2960/3757] lr: 2.000e-02, eta: 1 day, 23:41:45, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1862, loss: 2.1862, grad_norm: 4.1035 2020-07-26 01:41:38,551 - mmaction - INFO - Epoch [32][2980/3757] lr: 2.000e-02, eta: 1 day, 23:41:32, time: 0.665, data_time: 0.009, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2088, loss: 2.2088, grad_norm: 4.0992 2020-07-26 01:41:51,599 - mmaction - INFO - Epoch [32][3000/3757] lr: 2.000e-02, eta: 1 day, 23:41:17, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.2308, loss: 2.2308, grad_norm: 4.0095 2020-07-26 01:42:05,504 - mmaction - INFO - Epoch [32][3020/3757] lr: 2.000e-02, eta: 1 day, 23:41:05, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.9693 2020-07-26 01:42:18,740 - mmaction - INFO - Epoch [32][3040/3757] lr: 2.000e-02, eta: 1 day, 23:40:51, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1897, loss: 2.1897, grad_norm: 4.0201 2020-07-26 01:42:32,063 - mmaction - INFO - Epoch [32][3060/3757] lr: 2.000e-02, eta: 1 day, 23:40:38, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1564, loss: 2.1564, grad_norm: 4.1226 2020-07-26 01:42:46,034 - mmaction - INFO - Epoch [32][3080/3757] lr: 2.000e-02, eta: 1 day, 23:40:25, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1883, loss: 2.1883, grad_norm: 4.0820 2020-07-26 01:43:00,009 - mmaction - INFO - Epoch [32][3100/3757] lr: 2.000e-02, eta: 1 day, 23:40:13, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.0254 2020-07-26 01:43:13,863 - mmaction - INFO - Epoch [32][3120/3757] lr: 2.000e-02, eta: 1 day, 23:40:01, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1801, loss: 2.1801, grad_norm: 3.8945 2020-07-26 01:43:26,693 - mmaction - INFO - Epoch [32][3140/3757] lr: 2.000e-02, eta: 1 day, 23:39:46, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1872, loss: 2.1872, grad_norm: 4.0139 2020-07-26 01:43:40,287 - mmaction - INFO - Epoch [32][3160/3757] lr: 2.000e-02, eta: 1 day, 23:39:33, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1518, loss: 2.1518, grad_norm: 4.2369 2020-07-26 01:43:53,554 - mmaction - INFO - Epoch [32][3180/3757] lr: 2.000e-02, eta: 1 day, 23:39:20, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.9915 2020-07-26 01:44:07,343 - mmaction - INFO - Epoch [32][3200/3757] lr: 2.000e-02, eta: 1 day, 23:39:07, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7453, loss_cls: 2.2260, loss: 2.2260, grad_norm: 3.9343 2020-07-26 01:44:20,549 - mmaction - INFO - Epoch [32][3220/3757] lr: 2.000e-02, eta: 1 day, 23:38:53, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.2065, loss: 2.2065, grad_norm: 4.0842 2020-07-26 01:44:33,531 - mmaction - INFO - Epoch [32][3240/3757] lr: 2.000e-02, eta: 1 day, 23:38:39, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7469, loss_cls: 2.2204, loss: 2.2204, grad_norm: 4.1982 2020-07-26 01:44:47,273 - mmaction - INFO - Epoch [32][3260/3757] lr: 2.000e-02, eta: 1 day, 23:38:26, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.9725 2020-07-26 01:45:00,134 - mmaction - INFO - Epoch [32][3280/3757] lr: 2.000e-02, eta: 1 day, 23:38:12, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.1987 2020-07-26 01:45:13,363 - mmaction - INFO - Epoch [32][3300/3757] lr: 2.000e-02, eta: 1 day, 23:37:58, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.1314, loss: 2.1314, grad_norm: 4.0419 2020-07-26 01:45:26,594 - mmaction - INFO - Epoch [32][3320/3757] lr: 2.000e-02, eta: 1 day, 23:37:44, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.0977 2020-07-26 01:45:40,149 - mmaction - INFO - Epoch [32][3340/3757] lr: 2.000e-02, eta: 1 day, 23:37:31, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.9974 2020-07-26 01:45:53,001 - mmaction - INFO - Epoch [32][3360/3757] lr: 2.000e-02, eta: 1 day, 23:37:16, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1619, loss: 2.1619, grad_norm: 4.0270 2020-07-26 01:46:06,345 - mmaction - INFO - Epoch [32][3380/3757] lr: 2.000e-02, eta: 1 day, 23:37:03, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2796, loss: 2.2796, grad_norm: 4.0944 2020-07-26 01:46:20,055 - mmaction - INFO - Epoch [32][3400/3757] lr: 2.000e-02, eta: 1 day, 23:36:50, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3138, loss: 2.3138, grad_norm: 4.0707 2020-07-26 01:46:33,676 - mmaction - INFO - Epoch [32][3420/3757] lr: 2.000e-02, eta: 1 day, 23:36:37, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7367, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.8621 2020-07-26 01:46:46,604 - mmaction - INFO - Epoch [32][3440/3757] lr: 2.000e-02, eta: 1 day, 23:36:23, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1817, loss: 2.1817, grad_norm: 4.2609 2020-07-26 01:46:59,676 - mmaction - INFO - Epoch [32][3460/3757] lr: 2.000e-02, eta: 1 day, 23:36:09, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2025, loss: 2.2025, grad_norm: 4.0325 2020-07-26 01:47:13,039 - mmaction - INFO - Epoch [32][3480/3757] lr: 2.000e-02, eta: 1 day, 23:35:55, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.9581 2020-07-26 01:47:26,942 - mmaction - INFO - Epoch [32][3500/3757] lr: 2.000e-02, eta: 1 day, 23:35:43, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2290, loss: 2.2290, grad_norm: 4.0012 2020-07-26 01:47:39,844 - mmaction - INFO - Epoch [32][3520/3757] lr: 2.000e-02, eta: 1 day, 23:35:29, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.9635 2020-07-26 01:47:52,829 - mmaction - INFO - Epoch [32][3540/3757] lr: 2.000e-02, eta: 1 day, 23:35:14, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2636, loss: 2.2636, grad_norm: 4.0813 2020-07-26 01:48:06,093 - mmaction - INFO - Epoch [32][3560/3757] lr: 2.000e-02, eta: 1 day, 23:35:01, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.8840 2020-07-26 01:48:19,885 - mmaction - INFO - Epoch [32][3580/3757] lr: 2.000e-02, eta: 1 day, 23:34:48, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.9556 2020-07-26 01:48:33,048 - mmaction - INFO - Epoch [32][3600/3757] lr: 2.000e-02, eta: 1 day, 23:34:34, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2088, loss: 2.2088, grad_norm: 4.0446 2020-07-26 01:48:46,826 - mmaction - INFO - Epoch [32][3620/3757] lr: 2.000e-02, eta: 1 day, 23:34:22, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7320, loss_cls: 2.1880, loss: 2.1880, grad_norm: 4.1554 2020-07-26 01:49:00,072 - mmaction - INFO - Epoch [32][3640/3757] lr: 2.000e-02, eta: 1 day, 23:34:08, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2574, loss: 2.2574, grad_norm: 4.0151 2020-07-26 01:49:14,914 - mmaction - INFO - Epoch [32][3660/3757] lr: 2.000e-02, eta: 1 day, 23:33:58, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2389, loss: 2.2389, grad_norm: 4.1679 2020-07-26 01:49:27,402 - mmaction - INFO - Epoch [32][3680/3757] lr: 2.000e-02, eta: 1 day, 23:33:42, time: 0.624, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7602, loss_cls: 2.1318, loss: 2.1318, grad_norm: 4.0867 2020-07-26 01:49:40,742 - mmaction - INFO - Epoch [32][3700/3757] lr: 2.000e-02, eta: 1 day, 23:33:29, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7469, loss_cls: 2.2106, loss: 2.2106, grad_norm: 4.1226 2020-07-26 01:49:54,699 - mmaction - INFO - Epoch [32][3720/3757] lr: 2.000e-02, eta: 1 day, 23:33:16, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.0992, loss: 2.0992, grad_norm: 3.9602 2020-07-26 01:50:09,365 - mmaction - INFO - Epoch [32][3740/3757] lr: 2.000e-02, eta: 1 day, 23:33:06, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1613, loss: 2.1613, grad_norm: 4.0865 2020-07-26 01:50:20,309 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-26 01:50:42,176 - mmaction - INFO - Epoch [33][20/3757] lr: 2.000e-02, eta: 1 day, 23:32:31, time: 1.009, data_time: 0.356, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1320, loss: 2.1320, grad_norm: 3.9547 2020-07-26 01:50:54,594 - mmaction - INFO - Epoch [33][40/3757] lr: 2.000e-02, eta: 1 day, 23:32:15, time: 0.619, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.0856 2020-07-26 01:51:08,234 - mmaction - INFO - Epoch [33][60/3757] lr: 2.000e-02, eta: 1 day, 23:32:03, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.2007, loss: 2.2007, grad_norm: 4.1736 2020-07-26 01:51:21,200 - mmaction - INFO - Epoch [33][80/3757] lr: 2.000e-02, eta: 1 day, 23:31:48, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.9725 2020-07-26 01:51:34,949 - mmaction - INFO - Epoch [33][100/3757] lr: 2.000e-02, eta: 1 day, 23:31:36, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7602, loss_cls: 2.0525, loss: 2.0525, grad_norm: 4.0615 2020-07-26 01:51:49,121 - mmaction - INFO - Epoch [33][120/3757] lr: 2.000e-02, eta: 1 day, 23:31:24, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7148, loss_cls: 2.2548, loss: 2.2548, grad_norm: 4.1074 2020-07-26 01:52:02,820 - mmaction - INFO - Epoch [33][140/3757] lr: 2.000e-02, eta: 1 day, 23:31:11, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.9382 2020-07-26 01:52:16,160 - mmaction - INFO - Epoch [33][160/3757] lr: 2.000e-02, eta: 1 day, 23:30:57, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7812, loss_cls: 1.9744, loss: 1.9744, grad_norm: 4.0441 2020-07-26 01:52:29,013 - mmaction - INFO - Epoch [33][180/3757] lr: 2.000e-02, eta: 1 day, 23:30:43, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7719, loss_cls: 2.0408, loss: 2.0408, grad_norm: 4.1268 2020-07-26 01:52:43,015 - mmaction - INFO - Epoch [33][200/3757] lr: 2.000e-02, eta: 1 day, 23:30:31, time: 0.700, data_time: 0.002, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0606, loss: 2.0606, grad_norm: 4.0968 2020-07-26 01:52:55,772 - mmaction - INFO - Epoch [33][220/3757] lr: 2.000e-02, eta: 1 day, 23:30:16, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2188, loss: 2.2188, grad_norm: 3.9959 2020-07-26 01:53:09,255 - mmaction - INFO - Epoch [33][240/3757] lr: 2.000e-02, eta: 1 day, 23:30:03, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7609, loss_cls: 2.1063, loss: 2.1063, grad_norm: 4.0632 2020-07-26 01:53:22,546 - mmaction - INFO - Epoch [33][260/3757] lr: 2.000e-02, eta: 1 day, 23:29:49, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1918, loss: 2.1918, grad_norm: 4.1905 2020-07-26 01:53:35,554 - mmaction - INFO - Epoch [33][280/3757] lr: 2.000e-02, eta: 1 day, 23:29:35, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.9858 2020-07-26 01:53:50,012 - mmaction - INFO - Epoch [33][300/3757] lr: 2.000e-02, eta: 1 day, 23:29:24, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7516, loss_cls: 2.0752, loss: 2.0752, grad_norm: 3.8803 2020-07-26 01:54:03,304 - mmaction - INFO - Epoch [33][320/3757] lr: 2.000e-02, eta: 1 day, 23:29:10, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.1331, loss: 2.1331, grad_norm: 4.0985 2020-07-26 01:54:16,655 - mmaction - INFO - Epoch [33][340/3757] lr: 2.000e-02, eta: 1 day, 23:28:57, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0505, loss: 2.0505, grad_norm: 4.2027 2020-07-26 01:54:30,287 - mmaction - INFO - Epoch [33][360/3757] lr: 2.000e-02, eta: 1 day, 23:28:44, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1911, loss: 2.1911, grad_norm: 4.0696 2020-07-26 01:54:43,643 - mmaction - INFO - Epoch [33][380/3757] lr: 2.000e-02, eta: 1 day, 23:28:30, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.9510 2020-07-26 01:54:56,363 - mmaction - INFO - Epoch [33][400/3757] lr: 2.000e-02, eta: 1 day, 23:28:16, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1587, loss: 2.1587, grad_norm: 4.0683 2020-07-26 01:55:09,969 - mmaction - INFO - Epoch [33][420/3757] lr: 2.000e-02, eta: 1 day, 23:28:03, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1126, loss: 2.1126, grad_norm: 4.1560 2020-07-26 01:55:23,152 - mmaction - INFO - Epoch [33][440/3757] lr: 2.000e-02, eta: 1 day, 23:27:49, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1199, loss: 2.1199, grad_norm: 4.0413 2020-07-26 01:55:36,275 - mmaction - INFO - Epoch [33][460/3757] lr: 2.000e-02, eta: 1 day, 23:27:35, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1121, loss: 2.1121, grad_norm: 4.0658 2020-07-26 01:55:49,476 - mmaction - INFO - Epoch [33][480/3757] lr: 2.000e-02, eta: 1 day, 23:27:21, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.9412 2020-07-26 01:56:02,496 - mmaction - INFO - Epoch [33][500/3757] lr: 2.000e-02, eta: 1 day, 23:27:07, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.9132 2020-07-26 01:56:16,797 - mmaction - INFO - Epoch [33][520/3757] lr: 2.000e-02, eta: 1 day, 23:26:55, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7383, loss_cls: 2.2541, loss: 2.2541, grad_norm: 4.0577 2020-07-26 01:56:30,029 - mmaction - INFO - Epoch [33][540/3757] lr: 2.000e-02, eta: 1 day, 23:26:42, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.9301 2020-07-26 01:56:44,268 - mmaction - INFO - Epoch [33][560/3757] lr: 2.000e-02, eta: 1 day, 23:26:30, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.1168 2020-07-26 01:56:57,261 - mmaction - INFO - Epoch [33][580/3757] lr: 2.000e-02, eta: 1 day, 23:26:16, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7148, loss_cls: 2.2654, loss: 2.2654, grad_norm: 4.0821 2020-07-26 01:57:10,383 - mmaction - INFO - Epoch [33][600/3757] lr: 2.000e-02, eta: 1 day, 23:26:01, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.9942 2020-07-26 01:57:24,425 - mmaction - INFO - Epoch [33][620/3757] lr: 2.000e-02, eta: 1 day, 23:25:50, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0976, loss: 2.0976, grad_norm: 3.9024 2020-07-26 01:57:38,270 - mmaction - INFO - Epoch [33][640/3757] lr: 2.000e-02, eta: 1 day, 23:25:37, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1760, loss: 2.1760, grad_norm: 4.0725 2020-07-26 01:57:52,060 - mmaction - INFO - Epoch [33][660/3757] lr: 2.000e-02, eta: 1 day, 23:25:24, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.9747 2020-07-26 01:58:04,741 - mmaction - INFO - Epoch [33][680/3757] lr: 2.000e-02, eta: 1 day, 23:25:10, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.4586, top5_acc: 0.7297, loss_cls: 2.2637, loss: 2.2637, grad_norm: 4.1367 2020-07-26 01:58:18,061 - mmaction - INFO - Epoch [33][700/3757] lr: 2.000e-02, eta: 1 day, 23:24:56, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1667, loss: 2.1667, grad_norm: 3.9093 2020-07-26 01:58:31,761 - mmaction - INFO - Epoch [33][720/3757] lr: 2.000e-02, eta: 1 day, 23:24:43, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.9750 2020-07-26 01:58:44,734 - mmaction - INFO - Epoch [33][740/3757] lr: 2.000e-02, eta: 1 day, 23:24:29, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1112, loss: 2.1112, grad_norm: 3.9982 2020-07-26 01:58:57,617 - mmaction - INFO - Epoch [33][760/3757] lr: 2.000e-02, eta: 1 day, 23:24:14, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7586, loss_cls: 2.1397, loss: 2.1397, grad_norm: 4.0041 2020-07-26 01:59:11,456 - mmaction - INFO - Epoch [33][780/3757] lr: 2.000e-02, eta: 1 day, 23:24:02, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.9651 2020-07-26 01:59:24,813 - mmaction - INFO - Epoch [33][800/3757] lr: 2.000e-02, eta: 1 day, 23:23:49, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2331, loss: 2.2331, grad_norm: 4.0203 2020-07-26 01:59:37,892 - mmaction - INFO - Epoch [33][820/3757] lr: 2.000e-02, eta: 1 day, 23:23:34, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0485, loss: 2.0485, grad_norm: 4.2848 2020-07-26 01:59:52,165 - mmaction - INFO - Epoch [33][840/3757] lr: 2.000e-02, eta: 1 day, 23:23:23, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1183, loss: 2.1183, grad_norm: 4.0689 2020-07-26 02:00:09,247 - mmaction - INFO - Epoch [33][860/3757] lr: 2.000e-02, eta: 1 day, 23:23:17, time: 0.851, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7188, loss_cls: 2.2361, loss: 2.2361, grad_norm: 4.0387 2020-07-26 02:00:21,563 - mmaction - INFO - Epoch [33][880/3757] lr: 2.000e-02, eta: 1 day, 23:23:02, time: 0.619, data_time: 0.008, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1445, loss: 2.1445, grad_norm: 4.0613 2020-07-26 02:00:34,491 - mmaction - INFO - Epoch [33][900/3757] lr: 2.000e-02, eta: 1 day, 23:22:47, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7469, loss_cls: 2.1544, loss: 2.1544, grad_norm: 4.0226 2020-07-26 02:00:47,646 - mmaction - INFO - Epoch [33][920/3757] lr: 2.000e-02, eta: 1 day, 23:22:33, time: 0.663, data_time: 0.009, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7539, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.9827 2020-07-26 02:01:00,860 - mmaction - INFO - Epoch [33][940/3757] lr: 2.000e-02, eta: 1 day, 23:22:19, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2725, loss: 2.2725, grad_norm: 4.0486 2020-07-26 02:01:14,286 - mmaction - INFO - Epoch [33][960/3757] lr: 2.000e-02, eta: 1 day, 23:22:06, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7562, loss_cls: 2.1357, loss: 2.1357, grad_norm: 3.9155 2020-07-26 02:01:27,571 - mmaction - INFO - Epoch [33][980/3757] lr: 2.000e-02, eta: 1 day, 23:21:52, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1653, loss: 2.1653, grad_norm: 4.0856 2020-07-26 02:01:40,656 - mmaction - INFO - Epoch [33][1000/3757] lr: 2.000e-02, eta: 1 day, 23:21:38, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1604, loss: 2.1604, grad_norm: 4.0828 2020-07-26 02:01:54,232 - mmaction - INFO - Epoch [33][1020/3757] lr: 2.000e-02, eta: 1 day, 23:21:25, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1986, loss: 2.1986, grad_norm: 4.1095 2020-07-26 02:02:07,384 - mmaction - INFO - Epoch [33][1040/3757] lr: 2.000e-02, eta: 1 day, 23:21:11, time: 0.659, data_time: 0.020, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1809, loss: 2.1809, grad_norm: 4.1036 2020-07-26 02:02:20,661 - mmaction - INFO - Epoch [33][1060/3757] lr: 2.000e-02, eta: 1 day, 23:20:58, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7719, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.9780 2020-07-26 02:02:33,686 - mmaction - INFO - Epoch [33][1080/3757] lr: 2.000e-02, eta: 1 day, 23:20:44, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2409, loss: 2.2409, grad_norm: 4.0624 2020-07-26 02:02:47,705 - mmaction - INFO - Epoch [33][1100/3757] lr: 2.000e-02, eta: 1 day, 23:20:32, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.8768 2020-07-26 02:03:00,479 - mmaction - INFO - Epoch [33][1120/3757] lr: 2.000e-02, eta: 1 day, 23:20:17, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1606, loss: 2.1606, grad_norm: 4.0288 2020-07-26 02:03:14,302 - mmaction - INFO - Epoch [33][1140/3757] lr: 2.000e-02, eta: 1 day, 23:20:04, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1842, loss: 2.1842, grad_norm: 4.0357 2020-07-26 02:03:27,597 - mmaction - INFO - Epoch [33][1160/3757] lr: 2.000e-02, eta: 1 day, 23:19:51, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.8862 2020-07-26 02:03:40,582 - mmaction - INFO - Epoch [33][1180/3757] lr: 2.000e-02, eta: 1 day, 23:19:36, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.0528 2020-07-26 02:03:53,895 - mmaction - INFO - Epoch [33][1200/3757] lr: 2.000e-02, eta: 1 day, 23:19:23, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2381, loss: 2.2381, grad_norm: 4.2424 2020-07-26 02:04:07,022 - mmaction - INFO - Epoch [33][1220/3757] lr: 2.000e-02, eta: 1 day, 23:19:09, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.1040, loss: 2.1040, grad_norm: 3.9332 2020-07-26 02:04:20,943 - mmaction - INFO - Epoch [33][1240/3757] lr: 2.000e-02, eta: 1 day, 23:18:57, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2086, loss: 2.2086, grad_norm: 4.0511 2020-07-26 02:04:33,944 - mmaction - INFO - Epoch [33][1260/3757] lr: 2.000e-02, eta: 1 day, 23:18:42, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2885, loss: 2.2885, grad_norm: 4.1355 2020-07-26 02:04:47,819 - mmaction - INFO - Epoch [33][1280/3757] lr: 2.000e-02, eta: 1 day, 23:18:30, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2495, loss: 2.2495, grad_norm: 4.1069 2020-07-26 02:05:01,697 - mmaction - INFO - Epoch [33][1300/3757] lr: 2.000e-02, eta: 1 day, 23:18:17, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.0787 2020-07-26 02:05:14,576 - mmaction - INFO - Epoch [33][1320/3757] lr: 2.000e-02, eta: 1 day, 23:18:03, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.9983 2020-07-26 02:05:27,894 - mmaction - INFO - Epoch [33][1340/3757] lr: 2.000e-02, eta: 1 day, 23:17:49, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2591, loss: 2.2591, grad_norm: 4.0749 2020-07-26 02:05:40,847 - mmaction - INFO - Epoch [33][1360/3757] lr: 2.000e-02, eta: 1 day, 23:17:35, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2538, loss: 2.2538, grad_norm: 4.0902 2020-07-26 02:05:54,015 - mmaction - INFO - Epoch [33][1380/3757] lr: 2.000e-02, eta: 1 day, 23:17:21, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1314, loss: 2.1314, grad_norm: 4.1314 2020-07-26 02:06:07,817 - mmaction - INFO - Epoch [33][1400/3757] lr: 2.000e-02, eta: 1 day, 23:17:09, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1710, loss: 2.1710, grad_norm: 4.0221 2020-07-26 02:06:20,816 - mmaction - INFO - Epoch [33][1420/3757] lr: 2.000e-02, eta: 1 day, 23:16:54, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.2065, loss: 2.2065, grad_norm: 4.1193 2020-07-26 02:06:34,119 - mmaction - INFO - Epoch [33][1440/3757] lr: 2.000e-02, eta: 1 day, 23:16:41, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7398, loss_cls: 2.1875, loss: 2.1875, grad_norm: 4.1028 2020-07-26 02:06:47,182 - mmaction - INFO - Epoch [33][1460/3757] lr: 2.000e-02, eta: 1 day, 23:16:27, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0596, loss: 2.0596, grad_norm: 3.9787 2020-07-26 02:07:01,337 - mmaction - INFO - Epoch [33][1480/3757] lr: 2.000e-02, eta: 1 day, 23:16:15, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7523, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.9855 2020-07-26 02:07:14,928 - mmaction - INFO - Epoch [33][1500/3757] lr: 2.000e-02, eta: 1 day, 23:16:02, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0445, loss: 2.0445, grad_norm: 4.0741 2020-07-26 02:07:27,837 - mmaction - INFO - Epoch [33][1520/3757] lr: 2.000e-02, eta: 1 day, 23:15:47, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1358, loss: 2.1358, grad_norm: 4.0030 2020-07-26 02:07:40,962 - mmaction - INFO - Epoch [33][1540/3757] lr: 2.000e-02, eta: 1 day, 23:15:33, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2102, loss: 2.2102, grad_norm: 4.1571 2020-07-26 02:07:54,578 - mmaction - INFO - Epoch [33][1560/3757] lr: 2.000e-02, eta: 1 day, 23:15:21, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.9757 2020-07-26 02:08:09,500 - mmaction - INFO - Epoch [33][1580/3757] lr: 2.000e-02, eta: 1 day, 23:15:10, time: 0.746, data_time: 0.004, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3354, loss: 2.3354, grad_norm: 3.9708 2020-07-26 02:08:22,567 - mmaction - INFO - Epoch [33][1600/3757] lr: 2.000e-02, eta: 1 day, 23:14:56, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0630, loss: 2.0630, grad_norm: 3.9697 2020-07-26 02:08:35,513 - mmaction - INFO - Epoch [33][1620/3757] lr: 2.000e-02, eta: 1 day, 23:14:42, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7141, loss_cls: 2.2756, loss: 2.2756, grad_norm: 4.0129 2020-07-26 02:08:50,193 - mmaction - INFO - Epoch [33][1640/3757] lr: 2.000e-02, eta: 1 day, 23:14:31, time: 0.738, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.9891 2020-07-26 02:09:03,538 - mmaction - INFO - Epoch [33][1660/3757] lr: 2.000e-02, eta: 1 day, 23:14:17, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1458, loss: 2.1458, grad_norm: 4.0974 2020-07-26 02:09:16,481 - mmaction - INFO - Epoch [33][1680/3757] lr: 2.000e-02, eta: 1 day, 23:14:03, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1504, loss: 2.1504, grad_norm: 4.2103 2020-07-26 02:09:30,648 - mmaction - INFO - Epoch [33][1700/3757] lr: 2.000e-02, eta: 1 day, 23:13:51, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2394, loss: 2.2394, grad_norm: 4.0069 2020-07-26 02:09:44,163 - mmaction - INFO - Epoch [33][1720/3757] lr: 2.000e-02, eta: 1 day, 23:13:38, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2029, loss: 2.2029, grad_norm: 3.9761 2020-07-26 02:09:57,910 - mmaction - INFO - Epoch [33][1740/3757] lr: 2.000e-02, eta: 1 day, 23:13:25, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.9688 2020-07-26 02:10:11,472 - mmaction - INFO - Epoch [33][1760/3757] lr: 2.000e-02, eta: 1 day, 23:13:13, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.9088 2020-07-26 02:10:24,292 - mmaction - INFO - Epoch [33][1780/3757] lr: 2.000e-02, eta: 1 day, 23:12:58, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0551, loss: 2.0551, grad_norm: 3.8907 2020-07-26 02:10:37,551 - mmaction - INFO - Epoch [33][1800/3757] lr: 2.000e-02, eta: 1 day, 23:12:44, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2341, loss: 2.2341, grad_norm: 4.0943 2020-07-26 02:10:51,484 - mmaction - INFO - Epoch [33][1820/3757] lr: 2.000e-02, eta: 1 day, 23:12:32, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2338, loss: 2.2338, grad_norm: 4.1537 2020-07-26 02:11:04,520 - mmaction - INFO - Epoch [33][1840/3757] lr: 2.000e-02, eta: 1 day, 23:12:18, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.9195 2020-07-26 02:11:17,686 - mmaction - INFO - Epoch [33][1860/3757] lr: 2.000e-02, eta: 1 day, 23:12:04, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.9458 2020-07-26 02:11:31,442 - mmaction - INFO - Epoch [33][1880/3757] lr: 2.000e-02, eta: 1 day, 23:11:51, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.9076 2020-07-26 02:11:45,854 - mmaction - INFO - Epoch [33][1900/3757] lr: 2.000e-02, eta: 1 day, 23:11:40, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.9848 2020-07-26 02:11:59,471 - mmaction - INFO - Epoch [33][1920/3757] lr: 2.000e-02, eta: 1 day, 23:11:27, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.0649 2020-07-26 02:12:13,826 - mmaction - INFO - Epoch [33][1940/3757] lr: 2.000e-02, eta: 1 day, 23:11:16, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2010, loss: 2.2010, grad_norm: 4.1144 2020-07-26 02:12:26,559 - mmaction - INFO - Epoch [33][1960/3757] lr: 2.000e-02, eta: 1 day, 23:11:01, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.1245, loss: 2.1245, grad_norm: 4.1625 2020-07-26 02:12:39,608 - mmaction - INFO - Epoch [33][1980/3757] lr: 2.000e-02, eta: 1 day, 23:10:47, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0787, loss: 2.0787, grad_norm: 3.9491 2020-07-26 02:12:52,800 - mmaction - INFO - Epoch [33][2000/3757] lr: 2.000e-02, eta: 1 day, 23:10:33, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1713, loss: 2.1713, grad_norm: 4.0184 2020-07-26 02:13:05,988 - mmaction - INFO - Epoch [33][2020/3757] lr: 2.000e-02, eta: 1 day, 23:10:19, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.1879, loss: 2.1879, grad_norm: 4.0304 2020-07-26 02:13:19,443 - mmaction - INFO - Epoch [33][2040/3757] lr: 2.000e-02, eta: 1 day, 23:10:06, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.1148, loss: 2.1148, grad_norm: 4.0339 2020-07-26 02:13:32,586 - mmaction - INFO - Epoch [33][2060/3757] lr: 2.000e-02, eta: 1 day, 23:09:52, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.8981 2020-07-26 02:13:46,202 - mmaction - INFO - Epoch [33][2080/3757] lr: 2.000e-02, eta: 1 day, 23:09:39, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.0356 2020-07-26 02:13:59,968 - mmaction - INFO - Epoch [33][2100/3757] lr: 2.000e-02, eta: 1 day, 23:09:26, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2830, loss: 2.2830, grad_norm: 4.1005 2020-07-26 02:14:12,713 - mmaction - INFO - Epoch [33][2120/3757] lr: 2.000e-02, eta: 1 day, 23:09:11, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.9276 2020-07-26 02:14:25,644 - mmaction - INFO - Epoch [33][2140/3757] lr: 2.000e-02, eta: 1 day, 23:08:57, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1653, loss: 2.1653, grad_norm: 4.0303 2020-07-26 02:14:39,118 - mmaction - INFO - Epoch [33][2160/3757] lr: 2.000e-02, eta: 1 day, 23:08:44, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.9705 2020-07-26 02:14:52,841 - mmaction - INFO - Epoch [33][2180/3757] lr: 2.000e-02, eta: 1 day, 23:08:31, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2121, loss: 2.2121, grad_norm: 4.1896 2020-07-26 02:15:06,673 - mmaction - INFO - Epoch [33][2200/3757] lr: 2.000e-02, eta: 1 day, 23:08:19, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.1811, loss: 2.1811, grad_norm: 4.1269 2020-07-26 02:15:21,098 - mmaction - INFO - Epoch [33][2220/3757] lr: 2.000e-02, eta: 1 day, 23:08:07, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1353, loss: 2.1353, grad_norm: 4.0459 2020-07-26 02:15:34,794 - mmaction - INFO - Epoch [33][2240/3757] lr: 2.000e-02, eta: 1 day, 23:07:55, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2112, loss: 2.2112, grad_norm: 4.1100 2020-07-26 02:15:48,188 - mmaction - INFO - Epoch [33][2260/3757] lr: 2.000e-02, eta: 1 day, 23:07:41, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2559, loss: 2.2559, grad_norm: 4.0654 2020-07-26 02:16:01,504 - mmaction - INFO - Epoch [33][2280/3757] lr: 2.000e-02, eta: 1 day, 23:07:27, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2132, loss: 2.2132, grad_norm: 4.1282 2020-07-26 02:16:14,801 - mmaction - INFO - Epoch [33][2300/3757] lr: 2.000e-02, eta: 1 day, 23:07:14, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1883, loss: 2.1883, grad_norm: 4.1528 2020-07-26 02:16:28,067 - mmaction - INFO - Epoch [33][2320/3757] lr: 2.000e-02, eta: 1 day, 23:07:00, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2697, loss: 2.2697, grad_norm: 4.0373 2020-07-26 02:16:42,141 - mmaction - INFO - Epoch [33][2340/3757] lr: 2.000e-02, eta: 1 day, 23:06:48, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.9659 2020-07-26 02:16:56,277 - mmaction - INFO - Epoch [33][2360/3757] lr: 2.000e-02, eta: 1 day, 23:06:36, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.9720 2020-07-26 02:17:10,686 - mmaction - INFO - Epoch [33][2380/3757] lr: 2.000e-02, eta: 1 day, 23:06:25, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1760, loss: 2.1760, grad_norm: 4.0666 2020-07-26 02:17:24,707 - mmaction - INFO - Epoch [33][2400/3757] lr: 2.000e-02, eta: 1 day, 23:06:13, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.1735 2020-07-26 02:17:37,735 - mmaction - INFO - Epoch [33][2420/3757] lr: 2.000e-02, eta: 1 day, 23:05:58, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7477, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.9770 2020-07-26 02:17:51,744 - mmaction - INFO - Epoch [33][2440/3757] lr: 2.000e-02, eta: 1 day, 23:05:46, time: 0.705, data_time: 0.009, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.0434 2020-07-26 02:18:05,072 - mmaction - INFO - Epoch [33][2460/3757] lr: 2.000e-02, eta: 1 day, 23:05:33, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.8407 2020-07-26 02:18:18,938 - mmaction - INFO - Epoch [33][2480/3757] lr: 2.000e-02, eta: 1 day, 23:05:21, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.8853 2020-07-26 02:18:32,966 - mmaction - INFO - Epoch [33][2500/3757] lr: 2.000e-02, eta: 1 day, 23:05:08, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1939, loss: 2.1939, grad_norm: 4.1027 2020-07-26 02:18:46,187 - mmaction - INFO - Epoch [33][2520/3757] lr: 2.000e-02, eta: 1 day, 23:04:55, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3259, loss: 2.3259, grad_norm: 3.9994 2020-07-26 02:18:59,203 - mmaction - INFO - Epoch [33][2540/3757] lr: 2.000e-02, eta: 1 day, 23:04:40, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.9346 2020-07-26 02:19:12,551 - mmaction - INFO - Epoch [33][2560/3757] lr: 2.000e-02, eta: 1 day, 23:04:27, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0734, loss: 2.0734, grad_norm: 4.0593 2020-07-26 02:19:25,605 - mmaction - INFO - Epoch [33][2580/3757] lr: 2.000e-02, eta: 1 day, 23:04:13, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0825, loss: 2.0825, grad_norm: 4.0582 2020-07-26 02:19:38,752 - mmaction - INFO - Epoch [33][2600/3757] lr: 2.000e-02, eta: 1 day, 23:03:59, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2075, loss: 2.2075, grad_norm: 4.0986 2020-07-26 02:19:52,128 - mmaction - INFO - Epoch [33][2620/3757] lr: 2.000e-02, eta: 1 day, 23:03:45, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2564, loss: 2.2564, grad_norm: 4.0281 2020-07-26 02:20:05,750 - mmaction - INFO - Epoch [33][2640/3757] lr: 2.000e-02, eta: 1 day, 23:03:33, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.9223 2020-07-26 02:20:18,694 - mmaction - INFO - Epoch [33][2660/3757] lr: 2.000e-02, eta: 1 day, 23:03:18, time: 0.647, data_time: 0.001, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.9937 2020-07-26 02:20:32,535 - mmaction - INFO - Epoch [33][2680/3757] lr: 2.000e-02, eta: 1 day, 23:03:06, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7492, loss_cls: 2.1825, loss: 2.1825, grad_norm: 4.1047 2020-07-26 02:20:45,668 - mmaction - INFO - Epoch [33][2700/3757] lr: 2.000e-02, eta: 1 day, 23:02:52, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2666, loss: 2.2666, grad_norm: 4.0543 2020-07-26 02:21:00,349 - mmaction - INFO - Epoch [33][2720/3757] lr: 2.000e-02, eta: 1 day, 23:02:41, time: 0.737, data_time: 0.008, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2685, loss: 2.2685, grad_norm: 4.0910 2020-07-26 02:21:13,845 - mmaction - INFO - Epoch [33][2740/3757] lr: 2.000e-02, eta: 1 day, 23:02:28, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2450, loss: 2.2450, grad_norm: 3.9636 2020-07-26 02:21:27,544 - mmaction - INFO - Epoch [33][2760/3757] lr: 2.000e-02, eta: 1 day, 23:02:15, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.9944 2020-07-26 02:21:40,874 - mmaction - INFO - Epoch [33][2780/3757] lr: 2.000e-02, eta: 1 day, 23:02:01, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0788, loss: 2.0788, grad_norm: 3.9515 2020-07-26 02:21:55,186 - mmaction - INFO - Epoch [33][2800/3757] lr: 2.000e-02, eta: 1 day, 23:01:50, time: 0.717, data_time: 0.009, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1320, loss: 2.1320, grad_norm: 4.0541 2020-07-26 02:22:08,741 - mmaction - INFO - Epoch [33][2820/3757] lr: 2.000e-02, eta: 1 day, 23:01:37, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2611, loss: 2.2611, grad_norm: 4.1929 2020-07-26 02:22:22,382 - mmaction - INFO - Epoch [33][2840/3757] lr: 2.000e-02, eta: 1 day, 23:01:24, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.9574 2020-07-26 02:22:36,158 - mmaction - INFO - Epoch [33][2860/3757] lr: 2.000e-02, eta: 1 day, 23:01:11, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.0823, loss: 2.0823, grad_norm: 4.0772 2020-07-26 02:22:50,464 - mmaction - INFO - Epoch [33][2880/3757] lr: 2.000e-02, eta: 1 day, 23:01:00, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.9730 2020-07-26 02:23:04,271 - mmaction - INFO - Epoch [33][2900/3757] lr: 2.000e-02, eta: 1 day, 23:00:47, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1881, loss: 2.1881, grad_norm: 3.9586 2020-07-26 02:23:17,174 - mmaction - INFO - Epoch [33][2920/3757] lr: 2.000e-02, eta: 1 day, 23:00:33, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2324, loss: 2.2324, grad_norm: 4.1191 2020-07-26 02:23:30,671 - mmaction - INFO - Epoch [33][2940/3757] lr: 2.000e-02, eta: 1 day, 23:00:19, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.1083, loss: 2.1083, grad_norm: 4.1063 2020-07-26 02:23:44,556 - mmaction - INFO - Epoch [33][2960/3757] lr: 2.000e-02, eta: 1 day, 23:00:07, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.9527 2020-07-26 02:23:58,288 - mmaction - INFO - Epoch [33][2980/3757] lr: 2.000e-02, eta: 1 day, 22:59:54, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.1339, loss: 2.1339, grad_norm: 3.8830 2020-07-26 02:24:11,053 - mmaction - INFO - Epoch [33][3000/3757] lr: 2.000e-02, eta: 1 day, 22:59:40, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1838, loss: 2.1838, grad_norm: 4.0535 2020-07-26 02:24:25,234 - mmaction - INFO - Epoch [33][3020/3757] lr: 2.000e-02, eta: 1 day, 22:59:28, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1339, loss: 2.1339, grad_norm: 4.0107 2020-07-26 02:24:38,939 - mmaction - INFO - Epoch [33][3040/3757] lr: 2.000e-02, eta: 1 day, 22:59:15, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.2141, loss: 2.2141, grad_norm: 4.2088 2020-07-26 02:24:52,962 - mmaction - INFO - Epoch [33][3060/3757] lr: 2.000e-02, eta: 1 day, 22:59:03, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2405, loss: 2.2405, grad_norm: 4.2222 2020-07-26 02:25:06,230 - mmaction - INFO - Epoch [33][3080/3757] lr: 2.000e-02, eta: 1 day, 22:58:49, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.9478 2020-07-26 02:25:20,018 - mmaction - INFO - Epoch [33][3100/3757] lr: 2.000e-02, eta: 1 day, 22:58:37, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2069, loss: 2.2069, grad_norm: 4.1166 2020-07-26 02:25:33,988 - mmaction - INFO - Epoch [33][3120/3757] lr: 2.000e-02, eta: 1 day, 22:58:24, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.8976 2020-07-26 02:25:48,039 - mmaction - INFO - Epoch [33][3140/3757] lr: 2.000e-02, eta: 1 day, 22:58:12, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2357, loss: 2.2357, grad_norm: 4.0221 2020-07-26 02:26:01,358 - mmaction - INFO - Epoch [33][3160/3757] lr: 2.000e-02, eta: 1 day, 22:57:59, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1683, loss: 2.1683, grad_norm: 4.0168 2020-07-26 02:26:15,706 - mmaction - INFO - Epoch [33][3180/3757] lr: 2.000e-02, eta: 1 day, 22:57:47, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1861, loss: 2.1861, grad_norm: 4.1741 2020-07-26 02:26:29,417 - mmaction - INFO - Epoch [33][3200/3757] lr: 2.000e-02, eta: 1 day, 22:57:34, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1927, loss: 2.1927, grad_norm: 4.0918 2020-07-26 02:26:42,793 - mmaction - INFO - Epoch [33][3220/3757] lr: 2.000e-02, eta: 1 day, 22:57:21, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7492, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.9993 2020-07-26 02:26:56,626 - mmaction - INFO - Epoch [33][3240/3757] lr: 2.000e-02, eta: 1 day, 22:57:08, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1207, loss: 2.1207, grad_norm: 4.1509 2020-07-26 02:27:11,132 - mmaction - INFO - Epoch [33][3260/3757] lr: 2.000e-02, eta: 1 day, 22:56:57, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.1767, loss: 2.1767, grad_norm: 4.1096 2020-07-26 02:27:23,789 - mmaction - INFO - Epoch [33][3280/3757] lr: 2.000e-02, eta: 1 day, 22:56:42, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.9824 2020-07-26 02:27:37,097 - mmaction - INFO - Epoch [33][3300/3757] lr: 2.000e-02, eta: 1 day, 22:56:29, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.8963 2020-07-26 02:27:50,425 - mmaction - INFO - Epoch [33][3320/3757] lr: 2.000e-02, eta: 1 day, 22:56:15, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.9951 2020-07-26 02:28:03,719 - mmaction - INFO - Epoch [33][3340/3757] lr: 2.000e-02, eta: 1 day, 22:56:02, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1926, loss: 2.1926, grad_norm: 4.0721 2020-07-26 02:28:17,814 - mmaction - INFO - Epoch [33][3360/3757] lr: 2.000e-02, eta: 1 day, 22:55:50, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2046, loss: 2.2046, grad_norm: 4.0588 2020-07-26 02:28:31,183 - mmaction - INFO - Epoch [33][3380/3757] lr: 2.000e-02, eta: 1 day, 22:55:36, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.2084, loss: 2.2084, grad_norm: 4.0550 2020-07-26 02:28:44,798 - mmaction - INFO - Epoch [33][3400/3757] lr: 2.000e-02, eta: 1 day, 22:55:23, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1994, loss: 2.1994, grad_norm: 4.0009 2020-07-26 02:28:57,995 - mmaction - INFO - Epoch [33][3420/3757] lr: 2.000e-02, eta: 1 day, 22:55:09, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1387, loss: 2.1387, grad_norm: 4.0385 2020-07-26 02:29:11,387 - mmaction - INFO - Epoch [33][3440/3757] lr: 2.000e-02, eta: 1 day, 22:54:56, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.9780 2020-07-26 02:29:25,200 - mmaction - INFO - Epoch [33][3460/3757] lr: 2.000e-02, eta: 1 day, 22:54:43, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7602, loss_cls: 2.1120, loss: 2.1120, grad_norm: 4.0369 2020-07-26 02:29:39,506 - mmaction - INFO - Epoch [33][3480/3757] lr: 2.000e-02, eta: 1 day, 22:54:32, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.0564 2020-07-26 02:29:52,474 - mmaction - INFO - Epoch [33][3500/3757] lr: 2.000e-02, eta: 1 day, 22:54:18, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2580, loss: 2.2580, grad_norm: 4.1573 2020-07-26 02:30:06,152 - mmaction - INFO - Epoch [33][3520/3757] lr: 2.000e-02, eta: 1 day, 22:54:04, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.9332 2020-07-26 02:30:20,414 - mmaction - INFO - Epoch [33][3540/3757] lr: 2.000e-02, eta: 1 day, 22:53:53, time: 0.719, data_time: 0.010, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.2043, loss: 2.2043, grad_norm: 4.1189 2020-07-26 02:30:33,558 - mmaction - INFO - Epoch [33][3560/3757] lr: 2.000e-02, eta: 1 day, 22:53:39, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7617, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.0592 2020-07-26 02:30:46,755 - mmaction - INFO - Epoch [33][3580/3757] lr: 2.000e-02, eta: 1 day, 22:53:25, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2057, loss: 2.2057, grad_norm: 4.0389 2020-07-26 02:31:00,133 - mmaction - INFO - Epoch [33][3600/3757] lr: 2.000e-02, eta: 1 day, 22:53:12, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2453, loss: 2.2453, grad_norm: 4.2048 2020-07-26 02:31:13,746 - mmaction - INFO - Epoch [33][3620/3757] lr: 2.000e-02, eta: 1 day, 22:52:59, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2637, loss: 2.2637, grad_norm: 4.1562 2020-07-26 02:31:27,391 - mmaction - INFO - Epoch [33][3640/3757] lr: 2.000e-02, eta: 1 day, 22:52:46, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7469, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.8427 2020-07-26 02:31:41,179 - mmaction - INFO - Epoch [33][3660/3757] lr: 2.000e-02, eta: 1 day, 22:52:33, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.9763 2020-07-26 02:31:54,393 - mmaction - INFO - Epoch [33][3680/3757] lr: 2.000e-02, eta: 1 day, 22:52:20, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2746, loss: 2.2746, grad_norm: 4.0539 2020-07-26 02:32:07,794 - mmaction - INFO - Epoch [33][3700/3757] lr: 2.000e-02, eta: 1 day, 22:52:06, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.8864 2020-07-26 02:32:21,691 - mmaction - INFO - Epoch [33][3720/3757] lr: 2.000e-02, eta: 1 day, 22:51:54, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2231, loss: 2.2231, grad_norm: 4.1377 2020-07-26 02:32:35,534 - mmaction - INFO - Epoch [33][3740/3757] lr: 2.000e-02, eta: 1 day, 22:51:41, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1224, loss: 2.1224, grad_norm: 4.0116 2020-07-26 02:32:47,564 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-07-26 02:33:13,564 - mmaction - INFO - Epoch [34][20/3757] lr: 2.000e-02, eta: 1 day, 22:51:15, time: 1.216, data_time: 0.562, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1627, loss: 2.1627, grad_norm: 3.8644 2020-07-26 02:33:26,932 - mmaction - INFO - Epoch [34][40/3757] lr: 2.000e-02, eta: 1 day, 22:51:02, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2915, loss: 2.2915, grad_norm: 3.9608 2020-07-26 02:33:39,967 - mmaction - INFO - Epoch [34][60/3757] lr: 2.000e-02, eta: 1 day, 22:50:48, time: 0.652, data_time: 0.003, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.8095 2020-07-26 02:33:53,299 - mmaction - INFO - Epoch [34][80/3757] lr: 2.000e-02, eta: 1 day, 22:50:34, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.9206 2020-07-26 02:34:06,903 - mmaction - INFO - Epoch [34][100/3757] lr: 2.000e-02, eta: 1 day, 22:50:21, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0473, loss: 2.0473, grad_norm: 3.9678 2020-07-26 02:34:19,996 - mmaction - INFO - Epoch [34][120/3757] lr: 2.000e-02, eta: 1 day, 22:50:07, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.9628 2020-07-26 02:34:34,454 - mmaction - INFO - Epoch [34][140/3757] lr: 2.000e-02, eta: 1 day, 22:49:56, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 2.0133, loss: 2.0133, grad_norm: 3.9905 2020-07-26 02:34:47,728 - mmaction - INFO - Epoch [34][160/3757] lr: 2.000e-02, eta: 1 day, 22:49:42, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.0916, loss: 2.0916, grad_norm: 4.0382 2020-07-26 02:35:01,608 - mmaction - INFO - Epoch [34][180/3757] lr: 2.000e-02, eta: 1 day, 22:49:30, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0922, loss: 2.0922, grad_norm: 4.0096 2020-07-26 02:35:15,161 - mmaction - INFO - Epoch [34][200/3757] lr: 2.000e-02, eta: 1 day, 22:49:17, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.2038, loss: 2.2038, grad_norm: 4.0619 2020-07-26 02:35:28,392 - mmaction - INFO - Epoch [34][220/3757] lr: 2.000e-02, eta: 1 day, 22:49:03, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.9711 2020-07-26 02:35:42,588 - mmaction - INFO - Epoch [34][240/3757] lr: 2.000e-02, eta: 1 day, 22:48:51, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.9499 2020-07-26 02:35:56,366 - mmaction - INFO - Epoch [34][260/3757] lr: 2.000e-02, eta: 1 day, 22:48:38, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0431, loss: 2.0431, grad_norm: 3.9650 2020-07-26 02:36:10,147 - mmaction - INFO - Epoch [34][280/3757] lr: 2.000e-02, eta: 1 day, 22:48:26, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.0652 2020-07-26 02:36:24,961 - mmaction - INFO - Epoch [34][300/3757] lr: 2.000e-02, eta: 1 day, 22:48:15, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1586, loss: 2.1586, grad_norm: 4.0281 2020-07-26 02:36:37,918 - mmaction - INFO - Epoch [34][320/3757] lr: 2.000e-02, eta: 1 day, 22:48:01, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1695, loss: 2.1695, grad_norm: 4.1053 2020-07-26 02:36:52,502 - mmaction - INFO - Epoch [34][340/3757] lr: 2.000e-02, eta: 1 day, 22:47:50, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0571, loss: 2.0571, grad_norm: 4.0146 2020-07-26 02:37:05,306 - mmaction - INFO - Epoch [34][360/3757] lr: 2.000e-02, eta: 1 day, 22:47:35, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.1295, loss: 2.1295, grad_norm: 4.1055 2020-07-26 02:37:19,212 - mmaction - INFO - Epoch [34][380/3757] lr: 2.000e-02, eta: 1 day, 22:47:23, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7664, loss_cls: 2.1116, loss: 2.1116, grad_norm: 4.0614 2020-07-26 02:37:32,758 - mmaction - INFO - Epoch [34][400/3757] lr: 2.000e-02, eta: 1 day, 22:47:10, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.1322, loss: 2.1322, grad_norm: 4.1046 2020-07-26 02:37:47,006 - mmaction - INFO - Epoch [34][420/3757] lr: 2.000e-02, eta: 1 day, 22:46:58, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7383, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.1044 2020-07-26 02:38:00,278 - mmaction - INFO - Epoch [34][440/3757] lr: 2.000e-02, eta: 1 day, 22:46:45, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.0889 2020-07-26 02:38:14,360 - mmaction - INFO - Epoch [34][460/3757] lr: 2.000e-02, eta: 1 day, 22:46:32, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1485, loss: 2.1485, grad_norm: 4.0264 2020-07-26 02:38:27,440 - mmaction - INFO - Epoch [34][480/3757] lr: 2.000e-02, eta: 1 day, 22:46:18, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.9639 2020-07-26 02:38:41,614 - mmaction - INFO - Epoch [34][500/3757] lr: 2.000e-02, eta: 1 day, 22:46:07, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7742, loss_cls: 2.0204, loss: 2.0204, grad_norm: 3.8467 2020-07-26 02:38:55,084 - mmaction - INFO - Epoch [34][520/3757] lr: 2.000e-02, eta: 1 day, 22:45:53, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.9471 2020-07-26 02:39:09,111 - mmaction - INFO - Epoch [34][540/3757] lr: 2.000e-02, eta: 1 day, 22:45:41, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7477, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.1675 2020-07-26 02:39:22,730 - mmaction - INFO - Epoch [34][560/3757] lr: 2.000e-02, eta: 1 day, 22:45:28, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2309, loss: 2.2309, grad_norm: 3.9730 2020-07-26 02:39:36,266 - mmaction - INFO - Epoch [34][580/3757] lr: 2.000e-02, eta: 1 day, 22:45:15, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.9811 2020-07-26 02:39:50,865 - mmaction - INFO - Epoch [34][600/3757] lr: 2.000e-02, eta: 1 day, 22:45:04, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1609, loss: 2.1609, grad_norm: 4.0901 2020-07-26 02:40:04,568 - mmaction - INFO - Epoch [34][620/3757] lr: 2.000e-02, eta: 1 day, 22:44:51, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0663, loss: 2.0663, grad_norm: 4.0478 2020-07-26 02:40:17,844 - mmaction - INFO - Epoch [34][640/3757] lr: 2.000e-02, eta: 1 day, 22:44:38, time: 0.664, data_time: 0.002, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7523, loss_cls: 2.0589, loss: 2.0589, grad_norm: 4.0278 2020-07-26 02:40:31,641 - mmaction - INFO - Epoch [34][660/3757] lr: 2.000e-02, eta: 1 day, 22:44:25, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1554, loss: 2.1554, grad_norm: 4.0039 2020-07-26 02:40:45,413 - mmaction - INFO - Epoch [34][680/3757] lr: 2.000e-02, eta: 1 day, 22:44:12, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1988, loss: 2.1988, grad_norm: 4.0925 2020-07-26 02:40:58,718 - mmaction - INFO - Epoch [34][700/3757] lr: 2.000e-02, eta: 1 day, 22:43:59, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1329, loss: 2.1329, grad_norm: 4.0197 2020-07-26 02:41:12,137 - mmaction - INFO - Epoch [34][720/3757] lr: 2.000e-02, eta: 1 day, 22:43:45, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7516, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.9864 2020-07-26 02:41:26,439 - mmaction - INFO - Epoch [34][740/3757] lr: 2.000e-02, eta: 1 day, 22:43:34, time: 0.715, data_time: 0.003, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.9377 2020-07-26 02:41:40,678 - mmaction - INFO - Epoch [34][760/3757] lr: 2.000e-02, eta: 1 day, 22:43:22, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1552, loss: 2.1552, grad_norm: 3.9769 2020-07-26 02:41:54,455 - mmaction - INFO - Epoch [34][780/3757] lr: 2.000e-02, eta: 1 day, 22:43:09, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7578, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.9943 2020-07-26 02:42:08,194 - mmaction - INFO - Epoch [34][800/3757] lr: 2.000e-02, eta: 1 day, 22:42:57, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.9218 2020-07-26 02:42:22,392 - mmaction - INFO - Epoch [34][820/3757] lr: 2.000e-02, eta: 1 day, 22:42:45, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.1049 2020-07-26 02:42:35,905 - mmaction - INFO - Epoch [34][840/3757] lr: 2.000e-02, eta: 1 day, 22:42:32, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.9860 2020-07-26 02:42:49,839 - mmaction - INFO - Epoch [34][860/3757] lr: 2.000e-02, eta: 1 day, 22:42:19, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1175, loss: 2.1175, grad_norm: 4.1418 2020-07-26 02:43:03,502 - mmaction - INFO - Epoch [34][880/3757] lr: 2.000e-02, eta: 1 day, 22:42:06, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0618, loss: 2.0618, grad_norm: 4.0678 2020-07-26 02:43:17,101 - mmaction - INFO - Epoch [34][900/3757] lr: 2.000e-02, eta: 1 day, 22:41:53, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1556, loss: 2.1556, grad_norm: 4.0693 2020-07-26 02:43:31,030 - mmaction - INFO - Epoch [34][920/3757] lr: 2.000e-02, eta: 1 day, 22:41:41, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7492, loss_cls: 2.1992, loss: 2.1992, grad_norm: 4.0974 2020-07-26 02:43:44,939 - mmaction - INFO - Epoch [34][940/3757] lr: 2.000e-02, eta: 1 day, 22:41:29, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1006, loss: 2.1006, grad_norm: 4.1064 2020-07-26 02:43:59,047 - mmaction - INFO - Epoch [34][960/3757] lr: 2.000e-02, eta: 1 day, 22:41:17, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0501, loss: 2.0501, grad_norm: 4.0284 2020-07-26 02:44:13,172 - mmaction - INFO - Epoch [34][980/3757] lr: 2.000e-02, eta: 1 day, 22:41:05, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1856, loss: 2.1856, grad_norm: 4.1303 2020-07-26 02:44:26,847 - mmaction - INFO - Epoch [34][1000/3757] lr: 2.000e-02, eta: 1 day, 22:40:52, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7695, loss_cls: 2.0453, loss: 2.0453, grad_norm: 3.9921 2020-07-26 02:44:40,654 - mmaction - INFO - Epoch [34][1020/3757] lr: 2.000e-02, eta: 1 day, 22:40:39, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.9530 2020-07-26 02:44:53,856 - mmaction - INFO - Epoch [34][1040/3757] lr: 2.000e-02, eta: 1 day, 22:40:25, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1023, loss: 2.1023, grad_norm: 4.0753 2020-07-26 02:45:08,122 - mmaction - INFO - Epoch [34][1060/3757] lr: 2.000e-02, eta: 1 day, 22:40:14, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1353, loss: 2.1353, grad_norm: 4.0206 2020-07-26 02:45:21,577 - mmaction - INFO - Epoch [34][1080/3757] lr: 2.000e-02, eta: 1 day, 22:40:00, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.1191, loss: 2.1191, grad_norm: 4.0015 2020-07-26 02:45:35,474 - mmaction - INFO - Epoch [34][1100/3757] lr: 2.000e-02, eta: 1 day, 22:39:48, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 2.0705, loss: 2.0705, grad_norm: 4.0261 2020-07-26 02:45:48,789 - mmaction - INFO - Epoch [34][1120/3757] lr: 2.000e-02, eta: 1 day, 22:39:34, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1311, loss: 2.1311, grad_norm: 4.1597 2020-07-26 02:46:02,465 - mmaction - INFO - Epoch [34][1140/3757] lr: 2.000e-02, eta: 1 day, 22:39:22, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1864, loss: 2.1864, grad_norm: 4.1542 2020-07-26 02:46:15,984 - mmaction - INFO - Epoch [34][1160/3757] lr: 2.000e-02, eta: 1 day, 22:39:08, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1961, loss: 2.1961, grad_norm: 4.2510 2020-07-26 02:46:30,396 - mmaction - INFO - Epoch [34][1180/3757] lr: 2.000e-02, eta: 1 day, 22:38:57, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.9356 2020-07-26 02:46:44,385 - mmaction - INFO - Epoch [34][1200/3757] lr: 2.000e-02, eta: 1 day, 22:38:45, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.0834, loss: 2.0834, grad_norm: 4.1009 2020-07-26 02:46:58,585 - mmaction - INFO - Epoch [34][1220/3757] lr: 2.000e-02, eta: 1 day, 22:38:33, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.2261 2020-07-26 02:47:12,282 - mmaction - INFO - Epoch [34][1240/3757] lr: 2.000e-02, eta: 1 day, 22:38:20, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1745, loss: 2.1745, grad_norm: 4.0019 2020-07-26 02:47:26,114 - mmaction - INFO - Epoch [34][1260/3757] lr: 2.000e-02, eta: 1 day, 22:38:07, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.9690 2020-07-26 02:47:40,024 - mmaction - INFO - Epoch [34][1280/3757] lr: 2.000e-02, eta: 1 day, 22:37:55, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.9831 2020-07-26 02:47:54,158 - mmaction - INFO - Epoch [34][1300/3757] lr: 2.000e-02, eta: 1 day, 22:37:43, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1694, loss: 2.1694, grad_norm: 4.0723 2020-07-26 02:48:07,333 - mmaction - INFO - Epoch [34][1320/3757] lr: 2.000e-02, eta: 1 day, 22:37:29, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.9837 2020-07-26 02:48:21,229 - mmaction - INFO - Epoch [34][1340/3757] lr: 2.000e-02, eta: 1 day, 22:37:17, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2042, loss: 2.2042, grad_norm: 4.1432 2020-07-26 02:48:35,597 - mmaction - INFO - Epoch [34][1360/3757] lr: 2.000e-02, eta: 1 day, 22:37:05, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0957, loss: 2.0957, grad_norm: 4.0803 2020-07-26 02:48:48,964 - mmaction - INFO - Epoch [34][1380/3757] lr: 2.000e-02, eta: 1 day, 22:36:52, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7484, loss_cls: 2.1822, loss: 2.1822, grad_norm: 4.0257 2020-07-26 02:49:02,359 - mmaction - INFO - Epoch [34][1400/3757] lr: 2.000e-02, eta: 1 day, 22:36:38, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7672, loss_cls: 2.0181, loss: 2.0181, grad_norm: 3.9805 2020-07-26 02:49:16,308 - mmaction - INFO - Epoch [34][1420/3757] lr: 2.000e-02, eta: 1 day, 22:36:26, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.1710, loss: 2.1710, grad_norm: 4.1021 2020-07-26 02:49:30,221 - mmaction - INFO - Epoch [34][1440/3757] lr: 2.000e-02, eta: 1 day, 22:36:14, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1572, loss: 2.1572, grad_norm: 4.1599 2020-07-26 02:49:43,383 - mmaction - INFO - Epoch [34][1460/3757] lr: 2.000e-02, eta: 1 day, 22:36:00, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1918, loss: 2.1918, grad_norm: 4.2126 2020-07-26 02:49:58,029 - mmaction - INFO - Epoch [34][1480/3757] lr: 2.000e-02, eta: 1 day, 22:35:49, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0715, loss: 2.0715, grad_norm: 4.1312 2020-07-26 02:50:12,179 - mmaction - INFO - Epoch [34][1500/3757] lr: 2.000e-02, eta: 1 day, 22:35:37, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.1095 2020-07-26 02:50:25,126 - mmaction - INFO - Epoch [34][1520/3757] lr: 2.000e-02, eta: 1 day, 22:35:23, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1410, loss: 2.1410, grad_norm: 4.0699 2020-07-26 02:50:39,346 - mmaction - INFO - Epoch [34][1540/3757] lr: 2.000e-02, eta: 1 day, 22:35:11, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 2.0269, loss: 2.0269, grad_norm: 3.9466 2020-07-26 02:50:52,807 - mmaction - INFO - Epoch [34][1560/3757] lr: 2.000e-02, eta: 1 day, 22:34:58, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 2.0463, loss: 2.0463, grad_norm: 4.0542 2020-07-26 02:51:06,243 - mmaction - INFO - Epoch [34][1580/3757] lr: 2.000e-02, eta: 1 day, 22:34:44, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2316, loss: 2.2316, grad_norm: 4.0990 2020-07-26 02:51:19,714 - mmaction - INFO - Epoch [34][1600/3757] lr: 2.000e-02, eta: 1 day, 22:34:31, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2109, loss: 2.2109, grad_norm: 4.1344 2020-07-26 02:51:33,829 - mmaction - INFO - Epoch [34][1620/3757] lr: 2.000e-02, eta: 1 day, 22:34:19, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1983, loss: 2.1983, grad_norm: 4.0741 2020-07-26 02:51:47,764 - mmaction - INFO - Epoch [34][1640/3757] lr: 2.000e-02, eta: 1 day, 22:34:06, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2497, loss: 2.2497, grad_norm: 4.1953 2020-07-26 02:52:01,703 - mmaction - INFO - Epoch [34][1660/3757] lr: 2.000e-02, eta: 1 day, 22:33:54, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.9950 2020-07-26 02:52:14,853 - mmaction - INFO - Epoch [34][1680/3757] lr: 2.000e-02, eta: 1 day, 22:33:40, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.1151, loss: 2.1151, grad_norm: 4.0058 2020-07-26 02:52:29,146 - mmaction - INFO - Epoch [34][1700/3757] lr: 2.000e-02, eta: 1 day, 22:33:29, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.9626 2020-07-26 02:52:43,245 - mmaction - INFO - Epoch [34][1720/3757] lr: 2.000e-02, eta: 1 day, 22:33:16, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1833, loss: 2.1833, grad_norm: 4.2008 2020-07-26 02:52:57,672 - mmaction - INFO - Epoch [34][1740/3757] lr: 2.000e-02, eta: 1 day, 22:33:05, time: 0.728, data_time: 0.009, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.9648 2020-07-26 02:53:11,341 - mmaction - INFO - Epoch [34][1760/3757] lr: 2.000e-02, eta: 1 day, 22:32:52, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0914, loss: 2.0914, grad_norm: 4.0321 2020-07-26 02:53:25,502 - mmaction - INFO - Epoch [34][1780/3757] lr: 2.000e-02, eta: 1 day, 22:32:40, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1539, loss: 2.1539, grad_norm: 4.0280 2020-07-26 02:53:38,643 - mmaction - INFO - Epoch [34][1800/3757] lr: 2.000e-02, eta: 1 day, 22:32:26, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1204, loss: 2.1204, grad_norm: 4.1170 2020-07-26 02:53:52,216 - mmaction - INFO - Epoch [34][1820/3757] lr: 2.000e-02, eta: 1 day, 22:32:13, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7664, loss_cls: 2.0548, loss: 2.0548, grad_norm: 4.0548 2020-07-26 02:54:05,911 - mmaction - INFO - Epoch [34][1840/3757] lr: 2.000e-02, eta: 1 day, 22:32:01, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7602, loss_cls: 2.0861, loss: 2.0861, grad_norm: 4.2279 2020-07-26 02:54:20,859 - mmaction - INFO - Epoch [34][1860/3757] lr: 2.000e-02, eta: 1 day, 22:31:50, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2255, loss: 2.2255, grad_norm: 4.1799 2020-07-26 02:54:34,902 - mmaction - INFO - Epoch [34][1880/3757] lr: 2.000e-02, eta: 1 day, 22:31:38, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3259, loss: 2.3259, grad_norm: 4.1382 2020-07-26 02:54:48,877 - mmaction - INFO - Epoch [34][1900/3757] lr: 2.000e-02, eta: 1 day, 22:31:26, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.9912 2020-07-26 02:55:02,488 - mmaction - INFO - Epoch [34][1920/3757] lr: 2.000e-02, eta: 1 day, 22:31:13, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0673, loss: 2.0673, grad_norm: 4.0982 2020-07-26 02:55:15,922 - mmaction - INFO - Epoch [34][1940/3757] lr: 2.000e-02, eta: 1 day, 22:30:59, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2137, loss: 2.2137, grad_norm: 4.1587 2020-07-26 02:55:30,971 - mmaction - INFO - Epoch [34][1960/3757] lr: 2.000e-02, eta: 1 day, 22:30:49, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1687, loss: 2.1687, grad_norm: 4.0310 2020-07-26 02:55:44,454 - mmaction - INFO - Epoch [34][1980/3757] lr: 2.000e-02, eta: 1 day, 22:30:36, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2782, loss: 2.2782, grad_norm: 4.1121 2020-07-26 02:55:57,786 - mmaction - INFO - Epoch [34][2000/3757] lr: 2.000e-02, eta: 1 day, 22:30:22, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.9738 2020-07-26 02:56:11,179 - mmaction - INFO - Epoch [34][2020/3757] lr: 2.000e-02, eta: 1 day, 22:30:09, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1748, loss: 2.1748, grad_norm: 4.0151 2020-07-26 02:56:24,777 - mmaction - INFO - Epoch [34][2040/3757] lr: 2.000e-02, eta: 1 day, 22:29:56, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1550, loss: 2.1550, grad_norm: 4.0330 2020-07-26 02:56:38,246 - mmaction - INFO - Epoch [34][2060/3757] lr: 2.000e-02, eta: 1 day, 22:29:43, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.9311 2020-07-26 02:56:52,285 - mmaction - INFO - Epoch [34][2080/3757] lr: 2.000e-02, eta: 1 day, 22:29:30, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1683, loss: 2.1683, grad_norm: 3.9485 2020-07-26 02:57:06,436 - mmaction - INFO - Epoch [34][2100/3757] lr: 2.000e-02, eta: 1 day, 22:29:19, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1367, loss: 2.1367, grad_norm: 4.1430 2020-07-26 02:57:20,439 - mmaction - INFO - Epoch [34][2120/3757] lr: 2.000e-02, eta: 1 day, 22:29:06, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2206, loss: 2.2206, grad_norm: 4.1823 2020-07-26 02:57:33,488 - mmaction - INFO - Epoch [34][2140/3757] lr: 2.000e-02, eta: 1 day, 22:28:52, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.9210 2020-07-26 02:57:46,838 - mmaction - INFO - Epoch [34][2160/3757] lr: 2.000e-02, eta: 1 day, 22:28:39, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2629, loss: 2.2629, grad_norm: 4.1404 2020-07-26 02:58:00,712 - mmaction - INFO - Epoch [34][2180/3757] lr: 2.000e-02, eta: 1 day, 22:28:26, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.9439 2020-07-26 02:58:15,265 - mmaction - INFO - Epoch [34][2200/3757] lr: 2.000e-02, eta: 1 day, 22:28:15, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.9163 2020-07-26 02:58:28,772 - mmaction - INFO - Epoch [34][2220/3757] lr: 2.000e-02, eta: 1 day, 22:28:02, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1958, loss: 2.1958, grad_norm: 4.1129 2020-07-26 02:58:43,205 - mmaction - INFO - Epoch [34][2240/3757] lr: 2.000e-02, eta: 1 day, 22:27:50, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.9690 2020-07-26 02:58:57,184 - mmaction - INFO - Epoch [34][2260/3757] lr: 2.000e-02, eta: 1 day, 22:27:38, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3397, loss: 2.3397, grad_norm: 4.0530 2020-07-26 02:59:10,444 - mmaction - INFO - Epoch [34][2280/3757] lr: 2.000e-02, eta: 1 day, 22:27:24, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7445, loss_cls: 2.1640, loss: 2.1640, grad_norm: 4.0091 2020-07-26 02:59:24,140 - mmaction - INFO - Epoch [34][2300/3757] lr: 2.000e-02, eta: 1 day, 22:27:12, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.9509 2020-07-26 02:59:37,438 - mmaction - INFO - Epoch [34][2320/3757] lr: 2.000e-02, eta: 1 day, 22:26:58, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.9750 2020-07-26 02:59:50,703 - mmaction - INFO - Epoch [34][2340/3757] lr: 2.000e-02, eta: 1 day, 22:26:44, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.1261, loss: 2.1261, grad_norm: 4.0066 2020-07-26 03:00:06,939 - mmaction - INFO - Epoch [34][2360/3757] lr: 2.000e-02, eta: 1 day, 22:26:36, time: 0.803, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7312, loss_cls: 2.3098, loss: 2.3098, grad_norm: 4.2324 2020-07-26 03:00:20,116 - mmaction - INFO - Epoch [34][2380/3757] lr: 2.000e-02, eta: 1 day, 22:26:23, time: 0.668, data_time: 0.029, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.9565 2020-07-26 03:00:33,605 - mmaction - INFO - Epoch [34][2400/3757] lr: 2.000e-02, eta: 1 day, 22:26:09, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1683, loss: 2.1683, grad_norm: 3.9982 2020-07-26 03:00:47,720 - mmaction - INFO - Epoch [34][2420/3757] lr: 2.000e-02, eta: 1 day, 22:25:57, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2174, loss: 2.2174, grad_norm: 4.1126 2020-07-26 03:01:01,220 - mmaction - INFO - Epoch [34][2440/3757] lr: 2.000e-02, eta: 1 day, 22:25:44, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0789, loss: 2.0789, grad_norm: 4.0522 2020-07-26 03:01:14,835 - mmaction - INFO - Epoch [34][2460/3757] lr: 2.000e-02, eta: 1 day, 22:25:31, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2401, loss: 2.2401, grad_norm: 4.1733 2020-07-26 03:01:28,340 - mmaction - INFO - Epoch [34][2480/3757] lr: 2.000e-02, eta: 1 day, 22:25:18, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1690, loss: 2.1690, grad_norm: 4.2395 2020-07-26 03:01:42,261 - mmaction - INFO - Epoch [34][2500/3757] lr: 2.000e-02, eta: 1 day, 22:25:05, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2090, loss: 2.2090, grad_norm: 4.0894 2020-07-26 03:01:56,101 - mmaction - INFO - Epoch [34][2520/3757] lr: 2.000e-02, eta: 1 day, 22:24:53, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.1969, loss: 2.1969, grad_norm: 4.2355 2020-07-26 03:02:10,130 - mmaction - INFO - Epoch [34][2540/3757] lr: 2.000e-02, eta: 1 day, 22:24:41, time: 0.701, data_time: 0.002, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1405, loss: 2.1405, grad_norm: 4.1229 2020-07-26 03:02:24,941 - mmaction - INFO - Epoch [34][2560/3757] lr: 2.000e-02, eta: 1 day, 22:24:30, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.0976, loss: 2.0976, grad_norm: 4.0694 2020-07-26 03:02:38,062 - mmaction - INFO - Epoch [34][2580/3757] lr: 2.000e-02, eta: 1 day, 22:24:16, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7367, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9027 2020-07-26 03:02:51,805 - mmaction - INFO - Epoch [34][2600/3757] lr: 2.000e-02, eta: 1 day, 22:24:03, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1405, loss: 2.1405, grad_norm: 4.0046 2020-07-26 03:03:05,716 - mmaction - INFO - Epoch [34][2620/3757] lr: 2.000e-02, eta: 1 day, 22:23:51, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1317, loss: 2.1317, grad_norm: 4.0944 2020-07-26 03:03:18,912 - mmaction - INFO - Epoch [34][2640/3757] lr: 2.000e-02, eta: 1 day, 22:23:37, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.9892 2020-07-26 03:03:32,566 - mmaction - INFO - Epoch [34][2660/3757] lr: 2.000e-02, eta: 1 day, 22:23:24, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.0461 2020-07-26 03:03:45,660 - mmaction - INFO - Epoch [34][2680/3757] lr: 2.000e-02, eta: 1 day, 22:23:10, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2467, loss: 2.2467, grad_norm: 4.0405 2020-07-26 03:03:59,331 - mmaction - INFO - Epoch [34][2700/3757] lr: 2.000e-02, eta: 1 day, 22:22:57, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7281, loss_cls: 2.2076, loss: 2.2076, grad_norm: 4.0247 2020-07-26 03:04:12,906 - mmaction - INFO - Epoch [34][2720/3757] lr: 2.000e-02, eta: 1 day, 22:22:44, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.0956 2020-07-26 03:04:27,798 - mmaction - INFO - Epoch [34][2740/3757] lr: 2.000e-02, eta: 1 day, 22:22:34, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0917, loss: 2.0917, grad_norm: 4.1054 2020-07-26 03:04:42,173 - mmaction - INFO - Epoch [34][2760/3757] lr: 2.000e-02, eta: 1 day, 22:22:22, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2261, loss: 2.2261, grad_norm: 4.0963 2020-07-26 03:04:55,301 - mmaction - INFO - Epoch [34][2780/3757] lr: 2.000e-02, eta: 1 day, 22:22:08, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1255, loss: 2.1255, grad_norm: 4.0357 2020-07-26 03:05:08,919 - mmaction - INFO - Epoch [34][2800/3757] lr: 2.000e-02, eta: 1 day, 22:21:55, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2177, loss: 2.2177, grad_norm: 4.1491 2020-07-26 03:05:22,294 - mmaction - INFO - Epoch [34][2820/3757] lr: 2.000e-02, eta: 1 day, 22:21:42, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2669, loss: 2.2669, grad_norm: 4.1416 2020-07-26 03:05:36,251 - mmaction - INFO - Epoch [34][2840/3757] lr: 2.000e-02, eta: 1 day, 22:21:29, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.1949, loss: 2.1949, grad_norm: 4.0914 2020-07-26 03:05:49,690 - mmaction - INFO - Epoch [34][2860/3757] lr: 2.000e-02, eta: 1 day, 22:21:16, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.0677 2020-07-26 03:06:03,730 - mmaction - INFO - Epoch [34][2880/3757] lr: 2.000e-02, eta: 1 day, 22:21:04, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7383, loss_cls: 2.1482, loss: 2.1482, grad_norm: 4.0824 2020-07-26 03:06:17,918 - mmaction - INFO - Epoch [34][2900/3757] lr: 2.000e-02, eta: 1 day, 22:20:52, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3694, loss: 2.3694, grad_norm: 4.2162 2020-07-26 03:06:31,829 - mmaction - INFO - Epoch [34][2920/3757] lr: 2.000e-02, eta: 1 day, 22:20:39, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1682, loss: 2.1682, grad_norm: 4.1189 2020-07-26 03:06:46,816 - mmaction - INFO - Epoch [34][2940/3757] lr: 2.000e-02, eta: 1 day, 22:20:29, time: 0.749, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.8985 2020-07-26 03:06:59,897 - mmaction - INFO - Epoch [34][2960/3757] lr: 2.000e-02, eta: 1 day, 22:20:15, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7211, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.8777 2020-07-26 03:07:13,847 - mmaction - INFO - Epoch [34][2980/3757] lr: 2.000e-02, eta: 1 day, 22:20:03, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.0680, loss: 2.0680, grad_norm: 4.0575 2020-07-26 03:07:27,635 - mmaction - INFO - Epoch [34][3000/3757] lr: 2.000e-02, eta: 1 day, 22:19:50, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4711, top5_acc: 0.7508, loss_cls: 2.2329, loss: 2.2329, grad_norm: 4.1410 2020-07-26 03:07:42,756 - mmaction - INFO - Epoch [34][3020/3757] lr: 2.000e-02, eta: 1 day, 22:19:40, time: 0.755, data_time: 0.007, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.9698 2020-07-26 03:07:55,592 - mmaction - INFO - Epoch [34][3040/3757] lr: 2.000e-02, eta: 1 day, 22:19:25, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2431, loss: 2.2431, grad_norm: 4.1629 2020-07-26 03:08:09,706 - mmaction - INFO - Epoch [34][3060/3757] lr: 2.000e-02, eta: 1 day, 22:19:13, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.2154, loss: 2.2154, grad_norm: 4.0305 2020-07-26 03:08:23,785 - mmaction - INFO - Epoch [34][3080/3757] lr: 2.000e-02, eta: 1 day, 22:19:01, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7695, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.9509 2020-07-26 03:08:38,006 - mmaction - INFO - Epoch [34][3100/3757] lr: 2.000e-02, eta: 1 day, 22:18:49, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2630, loss: 2.2630, grad_norm: 4.1664 2020-07-26 03:08:51,170 - mmaction - INFO - Epoch [34][3120/3757] lr: 2.000e-02, eta: 1 day, 22:18:36, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2526, loss: 2.2526, grad_norm: 4.0397 2020-07-26 03:09:04,767 - mmaction - INFO - Epoch [34][3140/3757] lr: 2.000e-02, eta: 1 day, 22:18:22, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.9695 2020-07-26 03:09:18,595 - mmaction - INFO - Epoch [34][3160/3757] lr: 2.000e-02, eta: 1 day, 22:18:10, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.2110, loss: 2.2110, grad_norm: 4.0538 2020-07-26 03:09:32,693 - mmaction - INFO - Epoch [34][3180/3757] lr: 2.000e-02, eta: 1 day, 22:17:58, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2394, loss: 2.2394, grad_norm: 4.0470 2020-07-26 03:09:46,991 - mmaction - INFO - Epoch [34][3200/3757] lr: 2.000e-02, eta: 1 day, 22:17:46, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1968, loss: 2.1968, grad_norm: 4.0208 2020-07-26 03:10:00,368 - mmaction - INFO - Epoch [34][3220/3757] lr: 2.000e-02, eta: 1 day, 22:17:33, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2638, loss: 2.2638, grad_norm: 4.0805 2020-07-26 03:10:14,896 - mmaction - INFO - Epoch [34][3240/3757] lr: 2.000e-02, eta: 1 day, 22:17:21, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.1975, loss: 2.1975, grad_norm: 4.0687 2020-07-26 03:10:27,890 - mmaction - INFO - Epoch [34][3260/3757] lr: 2.000e-02, eta: 1 day, 22:17:07, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7273, loss_cls: 2.2131, loss: 2.2131, grad_norm: 4.0847 2020-07-26 03:10:42,563 - mmaction - INFO - Epoch [34][3280/3757] lr: 2.000e-02, eta: 1 day, 22:16:56, time: 0.736, data_time: 0.008, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2361, loss: 2.2361, grad_norm: 4.1307 2020-07-26 03:10:55,547 - mmaction - INFO - Epoch [34][3300/3757] lr: 2.000e-02, eta: 1 day, 22:16:42, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.0961, loss: 2.0961, grad_norm: 4.0801 2020-07-26 03:11:09,108 - mmaction - INFO - Epoch [34][3320/3757] lr: 2.000e-02, eta: 1 day, 22:16:29, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2329, loss: 2.2329, grad_norm: 4.0131 2020-07-26 03:11:23,148 - mmaction - INFO - Epoch [34][3340/3757] lr: 2.000e-02, eta: 1 day, 22:16:17, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.9550 2020-07-26 03:11:37,492 - mmaction - INFO - Epoch [34][3360/3757] lr: 2.000e-02, eta: 1 day, 22:16:05, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7609, loss_cls: 2.1456, loss: 2.1456, grad_norm: 4.0604 2020-07-26 03:11:51,685 - mmaction - INFO - Epoch [34][3380/3757] lr: 2.000e-02, eta: 1 day, 22:15:53, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1665, loss: 2.1665, grad_norm: 4.0220 2020-07-26 03:12:05,818 - mmaction - INFO - Epoch [34][3400/3757] lr: 2.000e-02, eta: 1 day, 22:15:41, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.9933 2020-07-26 03:12:20,363 - mmaction - INFO - Epoch [34][3420/3757] lr: 2.000e-02, eta: 1 day, 22:15:30, time: 0.728, data_time: 0.003, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.8366 2020-07-26 03:12:33,428 - mmaction - INFO - Epoch [34][3440/3757] lr: 2.000e-02, eta: 1 day, 22:15:16, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1666, loss: 2.1666, grad_norm: 3.9439 2020-07-26 03:12:46,754 - mmaction - INFO - Epoch [34][3460/3757] lr: 2.000e-02, eta: 1 day, 22:15:02, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.9681 2020-07-26 03:13:00,147 - mmaction - INFO - Epoch [34][3480/3757] lr: 2.000e-02, eta: 1 day, 22:14:49, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.9682 2020-07-26 03:13:14,082 - mmaction - INFO - Epoch [34][3500/3757] lr: 2.000e-02, eta: 1 day, 22:14:36, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1722, loss: 2.1722, grad_norm: 3.8611 2020-07-26 03:13:28,027 - mmaction - INFO - Epoch [34][3520/3757] lr: 2.000e-02, eta: 1 day, 22:14:24, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.8623 2020-07-26 03:13:42,261 - mmaction - INFO - Epoch [34][3540/3757] lr: 2.000e-02, eta: 1 day, 22:14:12, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.9705 2020-07-26 03:13:55,615 - mmaction - INFO - Epoch [34][3560/3757] lr: 2.000e-02, eta: 1 day, 22:13:59, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7281, loss_cls: 2.2086, loss: 2.2086, grad_norm: 4.1553 2020-07-26 03:14:10,461 - mmaction - INFO - Epoch [34][3580/3757] lr: 2.000e-02, eta: 1 day, 22:13:48, time: 0.743, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.2084, loss: 2.2084, grad_norm: 4.0960 2020-07-26 03:14:23,830 - mmaction - INFO - Epoch [34][3600/3757] lr: 2.000e-02, eta: 1 day, 22:13:34, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.9339 2020-07-26 03:14:36,919 - mmaction - INFO - Epoch [34][3620/3757] lr: 2.000e-02, eta: 1 day, 22:13:21, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7328, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.9432 2020-07-26 03:14:50,481 - mmaction - INFO - Epoch [34][3640/3757] lr: 2.000e-02, eta: 1 day, 22:13:07, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7500, loss_cls: 2.1608, loss: 2.1608, grad_norm: 4.0113 2020-07-26 03:15:03,778 - mmaction - INFO - Epoch [34][3660/3757] lr: 2.000e-02, eta: 1 day, 22:12:54, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.9940 2020-07-26 03:15:18,324 - mmaction - INFO - Epoch [34][3680/3757] lr: 2.000e-02, eta: 1 day, 22:12:43, time: 0.727, data_time: 0.002, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.9942 2020-07-26 03:15:32,031 - mmaction - INFO - Epoch [34][3700/3757] lr: 2.000e-02, eta: 1 day, 22:12:30, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7328, loss_cls: 2.1959, loss: 2.1959, grad_norm: 4.0326 2020-07-26 03:15:45,165 - mmaction - INFO - Epoch [34][3720/3757] lr: 2.000e-02, eta: 1 day, 22:12:16, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.9011 2020-07-26 03:15:58,414 - mmaction - INFO - Epoch [34][3740/3757] lr: 2.000e-02, eta: 1 day, 22:12:02, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2007, loss: 2.2007, grad_norm: 4.1055 2020-07-26 03:16:10,234 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-07-26 03:16:36,905 - mmaction - INFO - Epoch [35][20/3757] lr: 2.000e-02, eta: 1 day, 22:11:37, time: 1.243, data_time: 0.616, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2187, loss: 2.2187, grad_norm: 4.0554 2020-07-26 03:16:49,355 - mmaction - INFO - Epoch [35][40/3757] lr: 2.000e-02, eta: 1 day, 22:11:22, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.1042, loss: 2.1042, grad_norm: 4.0273 2020-07-26 03:17:02,142 - mmaction - INFO - Epoch [35][60/3757] lr: 2.000e-02, eta: 1 day, 22:11:07, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.9504 2020-07-26 03:17:15,108 - mmaction - INFO - Epoch [35][80/3757] lr: 2.000e-02, eta: 1 day, 22:10:53, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.0370, loss: 2.0370, grad_norm: 4.0194 2020-07-26 03:17:29,448 - mmaction - INFO - Epoch [35][100/3757] lr: 2.000e-02, eta: 1 day, 22:10:41, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1480, loss: 2.1480, grad_norm: 4.0230 2020-07-26 03:17:43,891 - mmaction - INFO - Epoch [35][120/3757] lr: 2.000e-02, eta: 1 day, 22:10:30, time: 0.723, data_time: 0.003, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0545, loss: 2.0545, grad_norm: 3.9155 2020-07-26 03:17:57,695 - mmaction - INFO - Epoch [35][140/3757] lr: 2.000e-02, eta: 1 day, 22:10:17, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3266, loss: 2.3266, grad_norm: 4.2355 2020-07-26 03:18:11,401 - mmaction - INFO - Epoch [35][160/3757] lr: 2.000e-02, eta: 1 day, 22:10:04, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1899, loss: 2.1899, grad_norm: 4.0206 2020-07-26 03:18:24,913 - mmaction - INFO - Epoch [35][180/3757] lr: 2.000e-02, eta: 1 day, 22:09:51, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1006, loss: 2.1006, grad_norm: 4.1666 2020-07-26 03:18:38,426 - mmaction - INFO - Epoch [35][200/3757] lr: 2.000e-02, eta: 1 day, 22:09:38, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.9619 2020-07-26 03:18:52,116 - mmaction - INFO - Epoch [35][220/3757] lr: 2.000e-02, eta: 1 day, 22:09:25, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.9890 2020-07-26 03:19:05,348 - mmaction - INFO - Epoch [35][240/3757] lr: 2.000e-02, eta: 1 day, 22:09:11, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0625, loss: 2.0625, grad_norm: 3.8659 2020-07-26 03:19:18,630 - mmaction - INFO - Epoch [35][260/3757] lr: 2.000e-02, eta: 1 day, 22:08:58, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.1125, loss: 2.1125, grad_norm: 4.0887 2020-07-26 03:19:32,016 - mmaction - INFO - Epoch [35][280/3757] lr: 2.000e-02, eta: 1 day, 22:08:44, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.9255 2020-07-26 03:19:45,341 - mmaction - INFO - Epoch [35][300/3757] lr: 2.000e-02, eta: 1 day, 22:08:31, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2275, loss: 2.2275, grad_norm: 4.0739 2020-07-26 03:19:58,849 - mmaction - INFO - Epoch [35][320/3757] lr: 2.000e-02, eta: 1 day, 22:08:17, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0928, loss: 2.0928, grad_norm: 4.0539 2020-07-26 03:20:13,053 - mmaction - INFO - Epoch [35][340/3757] lr: 2.000e-02, eta: 1 day, 22:08:06, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.0436, loss: 2.0436, grad_norm: 3.9744 2020-07-26 03:20:25,952 - mmaction - INFO - Epoch [35][360/3757] lr: 2.000e-02, eta: 1 day, 22:07:51, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.0860, loss: 2.0860, grad_norm: 4.1008 2020-07-26 03:20:39,933 - mmaction - INFO - Epoch [35][380/3757] lr: 2.000e-02, eta: 1 day, 22:07:39, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1688, loss: 2.1688, grad_norm: 4.1062 2020-07-26 03:20:53,020 - mmaction - INFO - Epoch [35][400/3757] lr: 2.000e-02, eta: 1 day, 22:07:25, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.9452 2020-07-26 03:21:07,097 - mmaction - INFO - Epoch [35][420/3757] lr: 2.000e-02, eta: 1 day, 22:07:13, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1808, loss: 2.1808, grad_norm: 4.0186 2020-07-26 03:21:20,413 - mmaction - INFO - Epoch [35][440/3757] lr: 2.000e-02, eta: 1 day, 22:06:59, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.9179 2020-07-26 03:21:33,957 - mmaction - INFO - Epoch [35][460/3757] lr: 2.000e-02, eta: 1 day, 22:06:46, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1652, loss: 2.1652, grad_norm: 4.0005 2020-07-26 03:21:48,470 - mmaction - INFO - Epoch [35][480/3757] lr: 2.000e-02, eta: 1 day, 22:06:35, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.9278 2020-07-26 03:22:01,577 - mmaction - INFO - Epoch [35][500/3757] lr: 2.000e-02, eta: 1 day, 22:06:20, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.1726 2020-07-26 03:22:16,131 - mmaction - INFO - Epoch [35][520/3757] lr: 2.000e-02, eta: 1 day, 22:06:09, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0556, loss: 2.0556, grad_norm: 3.9307 2020-07-26 03:22:29,652 - mmaction - INFO - Epoch [35][540/3757] lr: 2.000e-02, eta: 1 day, 22:05:56, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.2910, loss: 2.2910, grad_norm: 4.1044 2020-07-26 03:22:44,673 - mmaction - INFO - Epoch [35][560/3757] lr: 2.000e-02, eta: 1 day, 22:05:46, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.8925 2020-07-26 03:22:58,142 - mmaction - INFO - Epoch [35][580/3757] lr: 2.000e-02, eta: 1 day, 22:05:33, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1932, loss: 2.1932, grad_norm: 4.2011 2020-07-26 03:23:11,311 - mmaction - INFO - Epoch [35][600/3757] lr: 2.000e-02, eta: 1 day, 22:05:19, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0943, loss: 2.0943, grad_norm: 4.2014 2020-07-26 03:23:25,308 - mmaction - INFO - Epoch [35][620/3757] lr: 2.000e-02, eta: 1 day, 22:05:06, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0591, loss: 2.0591, grad_norm: 4.1433 2020-07-26 03:23:38,384 - mmaction - INFO - Epoch [35][640/3757] lr: 2.000e-02, eta: 1 day, 22:04:52, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1672, loss: 2.1672, grad_norm: 4.0591 2020-07-26 03:23:52,423 - mmaction - INFO - Epoch [35][660/3757] lr: 2.000e-02, eta: 1 day, 22:04:40, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.1954 2020-07-26 03:24:05,244 - mmaction - INFO - Epoch [35][680/3757] lr: 2.000e-02, eta: 1 day, 22:04:26, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7539, loss_cls: 2.1816, loss: 2.1816, grad_norm: 4.1289 2020-07-26 03:24:18,703 - mmaction - INFO - Epoch [35][700/3757] lr: 2.000e-02, eta: 1 day, 22:04:12, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1097, loss: 2.1097, grad_norm: 4.0141 2020-07-26 03:24:31,805 - mmaction - INFO - Epoch [35][720/3757] lr: 2.000e-02, eta: 1 day, 22:03:58, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1064, loss: 2.1064, grad_norm: 4.1365 2020-07-26 03:24:46,209 - mmaction - INFO - Epoch [35][740/3757] lr: 2.000e-02, eta: 1 day, 22:03:47, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1540, loss: 2.1540, grad_norm: 4.1393 2020-07-26 03:24:59,110 - mmaction - INFO - Epoch [35][760/3757] lr: 2.000e-02, eta: 1 day, 22:03:32, time: 0.648, data_time: 0.009, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7367, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.9632 2020-07-26 03:25:13,789 - mmaction - INFO - Epoch [35][780/3757] lr: 2.000e-02, eta: 1 day, 22:03:21, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.1516, loss: 2.1516, grad_norm: 4.0999 2020-07-26 03:25:26,625 - mmaction - INFO - Epoch [35][800/3757] lr: 2.000e-02, eta: 1 day, 22:03:07, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.0082 2020-07-26 03:25:39,837 - mmaction - INFO - Epoch [35][820/3757] lr: 2.000e-02, eta: 1 day, 22:02:53, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1519, loss: 2.1519, grad_norm: 3.9225 2020-07-26 03:25:53,867 - mmaction - INFO - Epoch [35][840/3757] lr: 2.000e-02, eta: 1 day, 22:02:41, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.1844, loss: 2.1844, grad_norm: 4.1265 2020-07-26 03:26:08,388 - mmaction - INFO - Epoch [35][860/3757] lr: 2.000e-02, eta: 1 day, 22:02:29, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1306, loss: 2.1306, grad_norm: 4.0426 2020-07-26 03:26:21,916 - mmaction - INFO - Epoch [35][880/3757] lr: 2.000e-02, eta: 1 day, 22:02:16, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1168, loss: 2.1168, grad_norm: 4.1784 2020-07-26 03:26:35,609 - mmaction - INFO - Epoch [35][900/3757] lr: 2.000e-02, eta: 1 day, 22:02:03, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0817, loss: 2.0817, grad_norm: 3.8936 2020-07-26 03:26:49,311 - mmaction - INFO - Epoch [35][920/3757] lr: 2.000e-02, eta: 1 day, 22:01:50, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1434, loss: 2.1434, grad_norm: 4.1630 2020-07-26 03:27:03,570 - mmaction - INFO - Epoch [35][940/3757] lr: 2.000e-02, eta: 1 day, 22:01:39, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7383, loss_cls: 2.1705, loss: 2.1705, grad_norm: 4.2614 2020-07-26 03:27:16,454 - mmaction - INFO - Epoch [35][960/3757] lr: 2.000e-02, eta: 1 day, 22:01:24, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.9618 2020-07-26 03:27:30,263 - mmaction - INFO - Epoch [35][980/3757] lr: 2.000e-02, eta: 1 day, 22:01:11, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1270, loss: 2.1270, grad_norm: 4.0618 2020-07-26 03:27:43,792 - mmaction - INFO - Epoch [35][1000/3757] lr: 2.000e-02, eta: 1 day, 22:00:58, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7500, loss_cls: 2.1642, loss: 2.1642, grad_norm: 4.0984 2020-07-26 03:27:57,169 - mmaction - INFO - Epoch [35][1020/3757] lr: 2.000e-02, eta: 1 day, 22:00:45, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.9710 2020-07-26 03:28:10,393 - mmaction - INFO - Epoch [35][1040/3757] lr: 2.000e-02, eta: 1 day, 22:00:31, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2295, loss: 2.2295, grad_norm: 4.0211 2020-07-26 03:28:24,158 - mmaction - INFO - Epoch [35][1060/3757] lr: 2.000e-02, eta: 1 day, 22:00:18, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7398, loss_cls: 2.1718, loss: 2.1718, grad_norm: 4.0912 2020-07-26 03:28:37,454 - mmaction - INFO - Epoch [35][1080/3757] lr: 2.000e-02, eta: 1 day, 22:00:05, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.1567, loss: 2.1567, grad_norm: 4.0302 2020-07-26 03:28:50,887 - mmaction - INFO - Epoch [35][1100/3757] lr: 2.000e-02, eta: 1 day, 21:59:51, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1783, loss: 2.1783, grad_norm: 4.0788 2020-07-26 03:29:05,416 - mmaction - INFO - Epoch [35][1120/3757] lr: 2.000e-02, eta: 1 day, 21:59:40, time: 0.730, data_time: 0.008, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1398, loss: 2.1398, grad_norm: 4.0126 2020-07-26 03:29:18,286 - mmaction - INFO - Epoch [35][1140/3757] lr: 2.000e-02, eta: 1 day, 21:59:25, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7398, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.0760 2020-07-26 03:29:32,105 - mmaction - INFO - Epoch [35][1160/3757] lr: 2.000e-02, eta: 1 day, 21:59:13, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1520, loss: 2.1520, grad_norm: 4.0724 2020-07-26 03:29:45,289 - mmaction - INFO - Epoch [35][1180/3757] lr: 2.000e-02, eta: 1 day, 21:58:59, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.2091, loss: 2.2091, grad_norm: 4.2025 2020-07-26 03:29:59,078 - mmaction - INFO - Epoch [35][1200/3757] lr: 2.000e-02, eta: 1 day, 21:58:46, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2179, loss: 2.2179, grad_norm: 4.0026 2020-07-26 03:30:12,479 - mmaction - INFO - Epoch [35][1220/3757] lr: 2.000e-02, eta: 1 day, 21:58:33, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7148, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.9960 2020-07-26 03:30:25,903 - mmaction - INFO - Epoch [35][1240/3757] lr: 2.000e-02, eta: 1 day, 21:58:20, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9575, loss: 1.9575, grad_norm: 4.0068 2020-07-26 03:30:39,047 - mmaction - INFO - Epoch [35][1260/3757] lr: 2.000e-02, eta: 1 day, 21:58:05, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1776, loss: 2.1776, grad_norm: 4.0698 2020-07-26 03:30:53,021 - mmaction - INFO - Epoch [35][1280/3757] lr: 2.000e-02, eta: 1 day, 21:57:53, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0602, loss: 2.0602, grad_norm: 3.9463 2020-07-26 03:31:07,078 - mmaction - INFO - Epoch [35][1300/3757] lr: 2.000e-02, eta: 1 day, 21:57:41, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2010, loss: 2.2010, grad_norm: 4.1319 2020-07-26 03:31:20,337 - mmaction - INFO - Epoch [35][1320/3757] lr: 2.000e-02, eta: 1 day, 21:57:27, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.9664 2020-07-26 03:31:35,125 - mmaction - INFO - Epoch [35][1340/3757] lr: 2.000e-02, eta: 1 day, 21:57:16, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0636, loss: 2.0636, grad_norm: 3.9719 2020-07-26 03:31:48,568 - mmaction - INFO - Epoch [35][1360/3757] lr: 2.000e-02, eta: 1 day, 21:57:03, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.0376 2020-07-26 03:32:02,278 - mmaction - INFO - Epoch [35][1380/3757] lr: 2.000e-02, eta: 1 day, 21:56:50, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.9779 2020-07-26 03:32:16,164 - mmaction - INFO - Epoch [35][1400/3757] lr: 2.000e-02, eta: 1 day, 21:56:38, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7656, loss_cls: 2.0976, loss: 2.0976, grad_norm: 4.0227 2020-07-26 03:32:29,382 - mmaction - INFO - Epoch [35][1420/3757] lr: 2.000e-02, eta: 1 day, 21:56:24, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1752, loss: 2.1752, grad_norm: 4.0711 2020-07-26 03:32:42,238 - mmaction - INFO - Epoch [35][1440/3757] lr: 2.000e-02, eta: 1 day, 21:56:09, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1730, loss: 2.1730, grad_norm: 4.1307 2020-07-26 03:32:56,073 - mmaction - INFO - Epoch [35][1460/3757] lr: 2.000e-02, eta: 1 day, 21:55:57, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1430, loss: 2.1430, grad_norm: 4.0966 2020-07-26 03:33:08,806 - mmaction - INFO - Epoch [35][1480/3757] lr: 2.000e-02, eta: 1 day, 21:55:42, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.1923, loss: 2.1923, grad_norm: 4.2107 2020-07-26 03:33:22,571 - mmaction - INFO - Epoch [35][1500/3757] lr: 2.000e-02, eta: 1 day, 21:55:29, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1403, loss: 2.1403, grad_norm: 3.9966 2020-07-26 03:33:35,384 - mmaction - INFO - Epoch [35][1520/3757] lr: 2.000e-02, eta: 1 day, 21:55:15, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1846, loss: 2.1846, grad_norm: 4.0395 2020-07-26 03:33:49,386 - mmaction - INFO - Epoch [35][1540/3757] lr: 2.000e-02, eta: 1 day, 21:55:02, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.8831 2020-07-26 03:34:02,983 - mmaction - INFO - Epoch [35][1560/3757] lr: 2.000e-02, eta: 1 day, 21:54:49, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.1335 2020-07-26 03:34:16,493 - mmaction - INFO - Epoch [35][1580/3757] lr: 2.000e-02, eta: 1 day, 21:54:36, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2966, loss: 2.2966, grad_norm: 3.9814 2020-07-26 03:34:29,986 - mmaction - INFO - Epoch [35][1600/3757] lr: 2.000e-02, eta: 1 day, 21:54:23, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.9421 2020-07-26 03:34:43,784 - mmaction - INFO - Epoch [35][1620/3757] lr: 2.000e-02, eta: 1 day, 21:54:10, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2290, loss: 2.2290, grad_norm: 4.0319 2020-07-26 03:34:56,580 - mmaction - INFO - Epoch [35][1640/3757] lr: 2.000e-02, eta: 1 day, 21:53:56, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7320, loss_cls: 2.2833, loss: 2.2833, grad_norm: 4.1352 2020-07-26 03:35:09,548 - mmaction - INFO - Epoch [35][1660/3757] lr: 2.000e-02, eta: 1 day, 21:53:41, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2705, loss: 2.2705, grad_norm: 4.0701 2020-07-26 03:35:23,667 - mmaction - INFO - Epoch [35][1680/3757] lr: 2.000e-02, eta: 1 day, 21:53:29, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.0504 2020-07-26 03:35:37,435 - mmaction - INFO - Epoch [35][1700/3757] lr: 2.000e-02, eta: 1 day, 21:53:16, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2249, loss: 2.2249, grad_norm: 4.0110 2020-07-26 03:35:51,514 - mmaction - INFO - Epoch [35][1720/3757] lr: 2.000e-02, eta: 1 day, 21:53:04, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.1962, loss: 2.1962, grad_norm: 4.0846 2020-07-26 03:36:05,043 - mmaction - INFO - Epoch [35][1740/3757] lr: 2.000e-02, eta: 1 day, 21:52:51, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.8797 2020-07-26 03:36:18,525 - mmaction - INFO - Epoch [35][1760/3757] lr: 2.000e-02, eta: 1 day, 21:52:38, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7398, loss_cls: 2.2272, loss: 2.2272, grad_norm: 4.0560 2020-07-26 03:36:31,766 - mmaction - INFO - Epoch [35][1780/3757] lr: 2.000e-02, eta: 1 day, 21:52:24, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.2111, loss: 2.2111, grad_norm: 4.0935 2020-07-26 03:36:45,074 - mmaction - INFO - Epoch [35][1800/3757] lr: 2.000e-02, eta: 1 day, 21:52:11, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7250, loss_cls: 2.1981, loss: 2.1981, grad_norm: 4.0511 2020-07-26 03:36:59,526 - mmaction - INFO - Epoch [35][1820/3757] lr: 2.000e-02, eta: 1 day, 21:51:59, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7430, loss_cls: 2.1068, loss: 2.1068, grad_norm: 3.8665 2020-07-26 03:37:13,171 - mmaction - INFO - Epoch [35][1840/3757] lr: 2.000e-02, eta: 1 day, 21:51:46, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1581, loss: 2.1581, grad_norm: 4.0335 2020-07-26 03:37:26,715 - mmaction - INFO - Epoch [35][1860/3757] lr: 2.000e-02, eta: 1 day, 21:51:33, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2533, loss: 2.2533, grad_norm: 4.0654 2020-07-26 03:37:39,819 - mmaction - INFO - Epoch [35][1880/3757] lr: 2.000e-02, eta: 1 day, 21:51:19, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1640, loss: 2.1640, grad_norm: 4.0930 2020-07-26 03:37:54,066 - mmaction - INFO - Epoch [35][1900/3757] lr: 2.000e-02, eta: 1 day, 21:51:07, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2122, loss: 2.2122, grad_norm: 4.0049 2020-07-26 03:38:06,864 - mmaction - INFO - Epoch [35][1920/3757] lr: 2.000e-02, eta: 1 day, 21:50:53, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.9100 2020-07-26 03:38:21,191 - mmaction - INFO - Epoch [35][1940/3757] lr: 2.000e-02, eta: 1 day, 21:50:41, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.8982 2020-07-26 03:38:35,177 - mmaction - INFO - Epoch [35][1960/3757] lr: 2.000e-02, eta: 1 day, 21:50:28, time: 0.706, data_time: 0.009, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.1192 2020-07-26 03:38:48,078 - mmaction - INFO - Epoch [35][1980/3757] lr: 2.000e-02, eta: 1 day, 21:50:14, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.2272, loss: 2.2272, grad_norm: 4.0370 2020-07-26 03:39:01,909 - mmaction - INFO - Epoch [35][2000/3757] lr: 2.000e-02, eta: 1 day, 21:50:01, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7578, loss_cls: 2.1315, loss: 2.1315, grad_norm: 4.0692 2020-07-26 03:39:15,533 - mmaction - INFO - Epoch [35][2020/3757] lr: 2.000e-02, eta: 1 day, 21:49:48, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7398, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.0629 2020-07-26 03:39:28,706 - mmaction - INFO - Epoch [35][2040/3757] lr: 2.000e-02, eta: 1 day, 21:49:35, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3012, loss: 2.3012, grad_norm: 4.0181 2020-07-26 03:39:42,280 - mmaction - INFO - Epoch [35][2060/3757] lr: 2.000e-02, eta: 1 day, 21:49:21, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1060, loss: 2.1060, grad_norm: 4.0380 2020-07-26 03:39:55,713 - mmaction - INFO - Epoch [35][2080/3757] lr: 2.000e-02, eta: 1 day, 21:49:08, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1632, loss: 2.1632, grad_norm: 4.0923 2020-07-26 03:40:09,841 - mmaction - INFO - Epoch [35][2100/3757] lr: 2.000e-02, eta: 1 day, 21:48:56, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2351, loss: 2.2351, grad_norm: 4.0284 2020-07-26 03:40:22,480 - mmaction - INFO - Epoch [35][2120/3757] lr: 2.000e-02, eta: 1 day, 21:48:41, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1878, loss: 2.1878, grad_norm: 4.0197 2020-07-26 03:40:35,715 - mmaction - INFO - Epoch [35][2140/3757] lr: 2.000e-02, eta: 1 day, 21:48:27, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.9091 2020-07-26 03:40:49,634 - mmaction - INFO - Epoch [35][2160/3757] lr: 2.000e-02, eta: 1 day, 21:48:15, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.9892 2020-07-26 03:41:03,874 - mmaction - INFO - Epoch [35][2180/3757] lr: 2.000e-02, eta: 1 day, 21:48:03, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.1285, loss: 2.1285, grad_norm: 4.0327 2020-07-26 03:41:17,764 - mmaction - INFO - Epoch [35][2200/3757] lr: 2.000e-02, eta: 1 day, 21:47:50, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.1895, loss: 2.1895, grad_norm: 4.0582 2020-07-26 03:41:31,324 - mmaction - INFO - Epoch [35][2220/3757] lr: 2.000e-02, eta: 1 day, 21:47:37, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1978, loss: 2.1978, grad_norm: 4.0361 2020-07-26 03:41:44,930 - mmaction - INFO - Epoch [35][2240/3757] lr: 2.000e-02, eta: 1 day, 21:47:24, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7617, loss_cls: 2.0801, loss: 2.0801, grad_norm: 4.1376 2020-07-26 03:41:58,756 - mmaction - INFO - Epoch [35][2260/3757] lr: 2.000e-02, eta: 1 day, 21:47:12, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1956, loss: 2.1956, grad_norm: 4.1517 2020-07-26 03:42:11,489 - mmaction - INFO - Epoch [35][2280/3757] lr: 2.000e-02, eta: 1 day, 21:46:57, time: 0.637, data_time: 0.003, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1985, loss: 2.1985, grad_norm: 4.0264 2020-07-26 03:42:25,517 - mmaction - INFO - Epoch [35][2300/3757] lr: 2.000e-02, eta: 1 day, 21:46:45, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2825, loss: 2.2825, grad_norm: 4.0953 2020-07-26 03:42:38,887 - mmaction - INFO - Epoch [35][2320/3757] lr: 2.000e-02, eta: 1 day, 21:46:31, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.1055, loss: 2.1055, grad_norm: 4.1055 2020-07-26 03:42:52,307 - mmaction - INFO - Epoch [35][2340/3757] lr: 2.000e-02, eta: 1 day, 21:46:18, time: 0.669, data_time: 0.009, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.2063, loss: 2.2063, grad_norm: 4.0180 2020-07-26 03:43:05,281 - mmaction - INFO - Epoch [35][2360/3757] lr: 2.000e-02, eta: 1 day, 21:46:03, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1054, loss: 2.1054, grad_norm: 3.9211 2020-07-26 03:43:18,229 - mmaction - INFO - Epoch [35][2380/3757] lr: 2.000e-02, eta: 1 day, 21:45:49, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1748, loss: 2.1748, grad_norm: 4.1451 2020-07-26 03:43:32,139 - mmaction - INFO - Epoch [35][2400/3757] lr: 2.000e-02, eta: 1 day, 21:45:37, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.9908 2020-07-26 03:43:45,888 - mmaction - INFO - Epoch [35][2420/3757] lr: 2.000e-02, eta: 1 day, 21:45:24, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.0953, loss: 2.0953, grad_norm: 4.0476 2020-07-26 03:43:58,943 - mmaction - INFO - Epoch [35][2440/3757] lr: 2.000e-02, eta: 1 day, 21:45:10, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.1529, loss: 2.1529, grad_norm: 4.1193 2020-07-26 03:44:12,265 - mmaction - INFO - Epoch [35][2460/3757] lr: 2.000e-02, eta: 1 day, 21:44:56, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7617, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.0058 2020-07-26 03:44:25,953 - mmaction - INFO - Epoch [35][2480/3757] lr: 2.000e-02, eta: 1 day, 21:44:43, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7547, loss_cls: 2.0951, loss: 2.0951, grad_norm: 4.0262 2020-07-26 03:44:39,613 - mmaction - INFO - Epoch [35][2500/3757] lr: 2.000e-02, eta: 1 day, 21:44:30, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.0821, loss: 2.0821, grad_norm: 4.0969 2020-07-26 03:44:53,137 - mmaction - INFO - Epoch [35][2520/3757] lr: 2.000e-02, eta: 1 day, 21:44:17, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1526, loss: 2.1526, grad_norm: 4.1706 2020-07-26 03:45:06,751 - mmaction - INFO - Epoch [35][2540/3757] lr: 2.000e-02, eta: 1 day, 21:44:04, time: 0.687, data_time: 0.010, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.9750 2020-07-26 03:45:19,423 - mmaction - INFO - Epoch [35][2560/3757] lr: 2.000e-02, eta: 1 day, 21:43:49, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.9738 2020-07-26 03:45:32,515 - mmaction - INFO - Epoch [35][2580/3757] lr: 2.000e-02, eta: 1 day, 21:43:35, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.9664 2020-07-26 03:45:46,848 - mmaction - INFO - Epoch [35][2600/3757] lr: 2.000e-02, eta: 1 day, 21:43:23, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.0664 2020-07-26 03:45:59,654 - mmaction - INFO - Epoch [35][2620/3757] lr: 2.000e-02, eta: 1 day, 21:43:09, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1212, loss: 2.1212, grad_norm: 4.1075 2020-07-26 03:46:13,276 - mmaction - INFO - Epoch [35][2640/3757] lr: 2.000e-02, eta: 1 day, 21:42:56, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1483, loss: 2.1483, grad_norm: 4.1558 2020-07-26 03:46:26,201 - mmaction - INFO - Epoch [35][2660/3757] lr: 2.000e-02, eta: 1 day, 21:42:42, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.9765 2020-07-26 03:46:39,489 - mmaction - INFO - Epoch [35][2680/3757] lr: 2.000e-02, eta: 1 day, 21:42:28, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.2974, loss: 2.2974, grad_norm: 4.0379 2020-07-26 03:46:54,507 - mmaction - INFO - Epoch [35][2700/3757] lr: 2.000e-02, eta: 1 day, 21:42:17, time: 0.754, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.9452 2020-07-26 03:47:07,253 - mmaction - INFO - Epoch [35][2720/3757] lr: 2.000e-02, eta: 1 day, 21:42:03, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1025, loss: 2.1025, grad_norm: 4.1079 2020-07-26 03:47:20,386 - mmaction - INFO - Epoch [35][2740/3757] lr: 2.000e-02, eta: 1 day, 21:41:49, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2193, loss: 2.2193, grad_norm: 4.1680 2020-07-26 03:47:34,804 - mmaction - INFO - Epoch [35][2760/3757] lr: 2.000e-02, eta: 1 day, 21:41:37, time: 0.721, data_time: 0.002, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7367, loss_cls: 2.2549, loss: 2.2549, grad_norm: 4.1432 2020-07-26 03:47:48,095 - mmaction - INFO - Epoch [35][2780/3757] lr: 2.000e-02, eta: 1 day, 21:41:24, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.9827 2020-07-26 03:48:01,402 - mmaction - INFO - Epoch [35][2800/3757] lr: 2.000e-02, eta: 1 day, 21:41:10, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1641, loss: 2.1641, grad_norm: 4.0624 2020-07-26 03:48:14,564 - mmaction - INFO - Epoch [35][2820/3757] lr: 2.000e-02, eta: 1 day, 21:40:56, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2143, loss: 2.2143, grad_norm: 4.0659 2020-07-26 03:48:28,334 - mmaction - INFO - Epoch [35][2840/3757] lr: 2.000e-02, eta: 1 day, 21:40:43, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2215, loss: 2.2215, grad_norm: 4.1145 2020-07-26 03:48:41,595 - mmaction - INFO - Epoch [35][2860/3757] lr: 2.000e-02, eta: 1 day, 21:40:30, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1102, loss: 2.1102, grad_norm: 4.1730 2020-07-26 03:48:55,890 - mmaction - INFO - Epoch [35][2880/3757] lr: 2.000e-02, eta: 1 day, 21:40:18, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2093, loss: 2.2093, grad_norm: 4.1015 2020-07-26 03:49:09,242 - mmaction - INFO - Epoch [35][2900/3757] lr: 2.000e-02, eta: 1 day, 21:40:04, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0929, loss: 2.0929, grad_norm: 4.0868 2020-07-26 03:49:22,319 - mmaction - INFO - Epoch [35][2920/3757] lr: 2.000e-02, eta: 1 day, 21:39:50, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.9589 2020-07-26 03:49:36,153 - mmaction - INFO - Epoch [35][2940/3757] lr: 2.000e-02, eta: 1 day, 21:39:38, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.9358 2020-07-26 03:49:49,002 - mmaction - INFO - Epoch [35][2960/3757] lr: 2.000e-02, eta: 1 day, 21:39:23, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2368, loss: 2.2368, grad_norm: 4.0529 2020-07-26 03:50:02,979 - mmaction - INFO - Epoch [35][2980/3757] lr: 2.000e-02, eta: 1 day, 21:39:11, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7414, loss_cls: 2.1858, loss: 2.1858, grad_norm: 4.1419 2020-07-26 03:50:15,880 - mmaction - INFO - Epoch [35][3000/3757] lr: 2.000e-02, eta: 1 day, 21:38:56, time: 0.644, data_time: 0.002, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2091, loss: 2.2091, grad_norm: 3.8968 2020-07-26 03:50:29,500 - mmaction - INFO - Epoch [35][3020/3757] lr: 2.000e-02, eta: 1 day, 21:38:43, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.9608 2020-07-26 03:50:43,775 - mmaction - INFO - Epoch [35][3040/3757] lr: 2.000e-02, eta: 1 day, 21:38:32, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.1312, loss: 2.1312, grad_norm: 4.1839 2020-07-26 03:50:56,499 - mmaction - INFO - Epoch [35][3060/3757] lr: 2.000e-02, eta: 1 day, 21:38:17, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2199, loss: 2.2199, grad_norm: 4.1107 2020-07-26 03:51:10,596 - mmaction - INFO - Epoch [35][3080/3757] lr: 2.000e-02, eta: 1 day, 21:38:05, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.1643, loss: 2.1643, grad_norm: 4.0736 2020-07-26 03:51:23,558 - mmaction - INFO - Epoch [35][3100/3757] lr: 2.000e-02, eta: 1 day, 21:37:50, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.2313, loss: 2.2313, grad_norm: 4.1988 2020-07-26 03:51:36,606 - mmaction - INFO - Epoch [35][3120/3757] lr: 2.000e-02, eta: 1 day, 21:37:36, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1250, loss: 2.1250, grad_norm: 4.0739 2020-07-26 03:51:50,007 - mmaction - INFO - Epoch [35][3140/3757] lr: 2.000e-02, eta: 1 day, 21:37:23, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7297, loss_cls: 2.2579, loss: 2.2579, grad_norm: 4.1610 2020-07-26 03:52:03,497 - mmaction - INFO - Epoch [35][3160/3757] lr: 2.000e-02, eta: 1 day, 21:37:10, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.1766, loss: 2.1766, grad_norm: 4.0714 2020-07-26 03:52:17,483 - mmaction - INFO - Epoch [35][3180/3757] lr: 2.000e-02, eta: 1 day, 21:36:57, time: 0.701, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.9095 2020-07-26 03:52:31,475 - mmaction - INFO - Epoch [35][3200/3757] lr: 2.000e-02, eta: 1 day, 21:36:45, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1318, loss: 2.1318, grad_norm: 4.1729 2020-07-26 03:52:44,728 - mmaction - INFO - Epoch [35][3220/3757] lr: 2.000e-02, eta: 1 day, 21:36:31, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7508, loss_cls: 2.1015, loss: 2.1015, grad_norm: 4.0040 2020-07-26 03:52:58,741 - mmaction - INFO - Epoch [35][3240/3757] lr: 2.000e-02, eta: 1 day, 21:36:19, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2353, loss: 2.2353, grad_norm: 4.0048 2020-07-26 03:53:13,350 - mmaction - INFO - Epoch [35][3260/3757] lr: 2.000e-02, eta: 1 day, 21:36:08, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1233, loss: 2.1233, grad_norm: 4.0746 2020-07-26 03:53:26,675 - mmaction - INFO - Epoch [35][3280/3757] lr: 2.000e-02, eta: 1 day, 21:35:54, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2729, loss: 2.2729, grad_norm: 3.9637 2020-07-26 03:53:39,779 - mmaction - INFO - Epoch [35][3300/3757] lr: 2.000e-02, eta: 1 day, 21:35:40, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2597, loss: 2.2597, grad_norm: 4.0974 2020-07-26 03:53:53,736 - mmaction - INFO - Epoch [35][3320/3757] lr: 2.000e-02, eta: 1 day, 21:35:28, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.9408 2020-07-26 03:54:07,821 - mmaction - INFO - Epoch [35][3340/3757] lr: 2.000e-02, eta: 1 day, 21:35:15, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1424, loss: 2.1424, grad_norm: 4.0630 2020-07-26 03:54:20,769 - mmaction - INFO - Epoch [35][3360/3757] lr: 2.000e-02, eta: 1 day, 21:35:01, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.1743, loss: 2.1743, grad_norm: 4.1288 2020-07-26 03:54:34,148 - mmaction - INFO - Epoch [35][3380/3757] lr: 2.000e-02, eta: 1 day, 21:34:48, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.9706 2020-07-26 03:54:48,725 - mmaction - INFO - Epoch [35][3400/3757] lr: 2.000e-02, eta: 1 day, 21:34:36, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.1818, loss: 2.1818, grad_norm: 4.0548 2020-07-26 03:55:01,531 - mmaction - INFO - Epoch [35][3420/3757] lr: 2.000e-02, eta: 1 day, 21:34:22, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.9808 2020-07-26 03:55:16,231 - mmaction - INFO - Epoch [35][3440/3757] lr: 2.000e-02, eta: 1 day, 21:34:11, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1108, loss: 2.1108, grad_norm: 4.0115 2020-07-26 03:55:28,994 - mmaction - INFO - Epoch [35][3460/3757] lr: 2.000e-02, eta: 1 day, 21:33:56, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1709, loss: 2.1709, grad_norm: 4.0169 2020-07-26 03:55:42,503 - mmaction - INFO - Epoch [35][3480/3757] lr: 2.000e-02, eta: 1 day, 21:33:43, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2025, loss: 2.2025, grad_norm: 4.0091 2020-07-26 03:55:56,186 - mmaction - INFO - Epoch [35][3500/3757] lr: 2.000e-02, eta: 1 day, 21:33:30, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.9390 2020-07-26 03:56:09,987 - mmaction - INFO - Epoch [35][3520/3757] lr: 2.000e-02, eta: 1 day, 21:33:17, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.1460, loss: 2.1460, grad_norm: 4.0210 2020-07-26 03:56:23,364 - mmaction - INFO - Epoch [35][3540/3757] lr: 2.000e-02, eta: 1 day, 21:33:04, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.9948 2020-07-26 03:56:36,514 - mmaction - INFO - Epoch [35][3560/3757] lr: 2.000e-02, eta: 1 day, 21:32:50, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7461, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.9296 2020-07-26 03:56:50,966 - mmaction - INFO - Epoch [35][3580/3757] lr: 2.000e-02, eta: 1 day, 21:32:38, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.8827 2020-07-26 03:57:05,818 - mmaction - INFO - Epoch [35][3600/3757] lr: 2.000e-02, eta: 1 day, 21:32:28, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.1418, loss: 2.1418, grad_norm: 4.1436 2020-07-26 03:57:18,924 - mmaction - INFO - Epoch [35][3620/3757] lr: 2.000e-02, eta: 1 day, 21:32:14, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.9648 2020-07-26 03:57:32,517 - mmaction - INFO - Epoch [35][3640/3757] lr: 2.000e-02, eta: 1 day, 21:32:01, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.9453 2020-07-26 03:57:45,964 - mmaction - INFO - Epoch [35][3660/3757] lr: 2.000e-02, eta: 1 day, 21:31:47, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.1849, loss: 2.1849, grad_norm: 4.0070 2020-07-26 03:57:59,497 - mmaction - INFO - Epoch [35][3680/3757] lr: 2.000e-02, eta: 1 day, 21:31:34, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.9396 2020-07-26 03:58:12,476 - mmaction - INFO - Epoch [35][3700/3757] lr: 2.000e-02, eta: 1 day, 21:31:20, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1209, loss: 2.1209, grad_norm: 4.0586 2020-07-26 03:58:26,301 - mmaction - INFO - Epoch [35][3720/3757] lr: 2.000e-02, eta: 1 day, 21:31:07, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.1857, loss: 2.1857, grad_norm: 4.1559 2020-07-26 03:58:39,238 - mmaction - INFO - Epoch [35][3740/3757] lr: 2.000e-02, eta: 1 day, 21:30:53, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.8796 2020-07-26 03:58:50,492 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-26 03:59:12,744 - mmaction - INFO - Epoch [36][20/3757] lr: 2.000e-02, eta: 1 day, 21:30:21, time: 1.047, data_time: 0.422, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1556, loss: 2.1556, grad_norm: 4.0712 2020-07-26 03:59:25,922 - mmaction - INFO - Epoch [36][40/3757] lr: 2.000e-02, eta: 1 day, 21:30:07, time: 0.658, data_time: 0.002, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.1052, loss: 2.1052, grad_norm: 4.1319 2020-07-26 03:59:39,401 - mmaction - INFO - Epoch [36][60/3757] lr: 2.000e-02, eta: 1 day, 21:29:53, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.1507, loss: 2.1507, grad_norm: 4.0322 2020-07-26 03:59:52,719 - mmaction - INFO - Epoch [36][80/3757] lr: 2.000e-02, eta: 1 day, 21:29:40, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.9656 2020-07-26 04:00:06,182 - mmaction - INFO - Epoch [36][100/3757] lr: 2.000e-02, eta: 1 day, 21:29:26, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0496, loss: 2.0496, grad_norm: 3.8858 2020-07-26 04:00:19,779 - mmaction - INFO - Epoch [36][120/3757] lr: 2.000e-02, eta: 1 day, 21:29:14, time: 0.689, data_time: 0.014, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7609, loss_cls: 2.1008, loss: 2.1008, grad_norm: 4.2703 2020-07-26 04:00:33,357 - mmaction - INFO - Epoch [36][140/3757] lr: 2.000e-02, eta: 1 day, 21:29:00, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0395, loss: 2.0395, grad_norm: 3.9616 2020-07-26 04:00:46,153 - mmaction - INFO - Epoch [36][160/3757] lr: 2.000e-02, eta: 1 day, 21:28:46, time: 0.643, data_time: 0.010, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.0988, loss: 2.0988, grad_norm: 4.1869 2020-07-26 04:01:00,097 - mmaction - INFO - Epoch [36][180/3757] lr: 2.000e-02, eta: 1 day, 21:28:33, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1426, loss: 2.1426, grad_norm: 4.0289 2020-07-26 04:01:12,951 - mmaction - INFO - Epoch [36][200/3757] lr: 2.000e-02, eta: 1 day, 21:28:19, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 1.9767, loss: 1.9767, grad_norm: 4.0344 2020-07-26 04:01:26,528 - mmaction - INFO - Epoch [36][220/3757] lr: 2.000e-02, eta: 1 day, 21:28:06, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.0765, loss: 2.0765, grad_norm: 4.1361 2020-07-26 04:01:39,403 - mmaction - INFO - Epoch [36][240/3757] lr: 2.000e-02, eta: 1 day, 21:27:51, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0367, loss: 2.0367, grad_norm: 4.0861 2020-07-26 04:01:52,379 - mmaction - INFO - Epoch [36][260/3757] lr: 2.000e-02, eta: 1 day, 21:27:37, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1759, loss: 2.1759, grad_norm: 4.0356 2020-07-26 04:02:05,361 - mmaction - INFO - Epoch [36][280/3757] lr: 2.000e-02, eta: 1 day, 21:27:23, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7750, loss_cls: 2.0962, loss: 2.0962, grad_norm: 4.1667 2020-07-26 04:02:19,076 - mmaction - INFO - Epoch [36][300/3757] lr: 2.000e-02, eta: 1 day, 21:27:10, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.9276 2020-07-26 04:02:31,709 - mmaction - INFO - Epoch [36][320/3757] lr: 2.000e-02, eta: 1 day, 21:26:55, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0656, loss: 2.0656, grad_norm: 4.0662 2020-07-26 04:02:45,968 - mmaction - INFO - Epoch [36][340/3757] lr: 2.000e-02, eta: 1 day, 21:26:43, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7789, loss_cls: 1.9680, loss: 1.9680, grad_norm: 3.8793 2020-07-26 04:02:59,584 - mmaction - INFO - Epoch [36][360/3757] lr: 2.000e-02, eta: 1 day, 21:26:30, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0496, loss: 2.0496, grad_norm: 4.0182 2020-07-26 04:03:12,510 - mmaction - INFO - Epoch [36][380/3757] lr: 2.000e-02, eta: 1 day, 21:26:16, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0406, loss: 2.0406, grad_norm: 4.0576 2020-07-26 04:03:27,234 - mmaction - INFO - Epoch [36][400/3757] lr: 2.000e-02, eta: 1 day, 21:26:05, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.1888, loss: 2.1888, grad_norm: 4.0372 2020-07-26 04:03:39,865 - mmaction - INFO - Epoch [36][420/3757] lr: 2.000e-02, eta: 1 day, 21:25:50, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7289, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.9487 2020-07-26 04:03:52,916 - mmaction - INFO - Epoch [36][440/3757] lr: 2.000e-02, eta: 1 day, 21:25:36, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 2.0680, loss: 2.0680, grad_norm: 4.1472 2020-07-26 04:04:06,564 - mmaction - INFO - Epoch [36][460/3757] lr: 2.000e-02, eta: 1 day, 21:25:23, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.0482, loss: 2.0482, grad_norm: 4.0637 2020-07-26 04:04:19,618 - mmaction - INFO - Epoch [36][480/3757] lr: 2.000e-02, eta: 1 day, 21:25:09, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1200, loss: 2.1200, grad_norm: 4.0884 2020-07-26 04:04:33,358 - mmaction - INFO - Epoch [36][500/3757] lr: 2.000e-02, eta: 1 day, 21:24:56, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.0882, loss: 2.0882, grad_norm: 4.0481 2020-07-26 04:04:46,450 - mmaction - INFO - Epoch [36][520/3757] lr: 2.000e-02, eta: 1 day, 21:24:42, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.0574 2020-07-26 04:04:59,819 - mmaction - INFO - Epoch [36][540/3757] lr: 2.000e-02, eta: 1 day, 21:24:29, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7570, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.8955 2020-07-26 04:05:13,638 - mmaction - INFO - Epoch [36][560/3757] lr: 2.000e-02, eta: 1 day, 21:24:16, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.0957, loss: 2.0957, grad_norm: 3.9939 2020-07-26 04:05:27,675 - mmaction - INFO - Epoch [36][580/3757] lr: 2.000e-02, eta: 1 day, 21:24:03, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1120, loss: 2.1120, grad_norm: 4.0556 2020-07-26 04:05:40,271 - mmaction - INFO - Epoch [36][600/3757] lr: 2.000e-02, eta: 1 day, 21:23:49, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2330, loss: 2.2330, grad_norm: 4.2813 2020-07-26 04:05:54,219 - mmaction - INFO - Epoch [36][620/3757] lr: 2.000e-02, eta: 1 day, 21:23:36, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7508, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.9298 2020-07-26 04:06:07,885 - mmaction - INFO - Epoch [36][640/3757] lr: 2.000e-02, eta: 1 day, 21:23:23, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7320, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.9235 2020-07-26 04:06:21,843 - mmaction - INFO - Epoch [36][660/3757] lr: 2.000e-02, eta: 1 day, 21:23:11, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 2.0459, loss: 2.0459, grad_norm: 4.0611 2020-07-26 04:06:34,406 - mmaction - INFO - Epoch [36][680/3757] lr: 2.000e-02, eta: 1 day, 21:22:56, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1627, loss: 2.1627, grad_norm: 3.9985 2020-07-26 04:06:47,941 - mmaction - INFO - Epoch [36][700/3757] lr: 2.000e-02, eta: 1 day, 21:22:43, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2505, loss: 2.2505, grad_norm: 4.0712 2020-07-26 04:07:02,401 - mmaction - INFO - Epoch [36][720/3757] lr: 2.000e-02, eta: 1 day, 21:22:31, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7188, loss_cls: 2.2004, loss: 2.2004, grad_norm: 4.0398 2020-07-26 04:07:15,444 - mmaction - INFO - Epoch [36][740/3757] lr: 2.000e-02, eta: 1 day, 21:22:17, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1515, loss: 2.1515, grad_norm: 4.0077 2020-07-26 04:07:28,802 - mmaction - INFO - Epoch [36][760/3757] lr: 2.000e-02, eta: 1 day, 21:22:04, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.1302, loss: 2.1302, grad_norm: 4.1488 2020-07-26 04:07:41,998 - mmaction - INFO - Epoch [36][780/3757] lr: 2.000e-02, eta: 1 day, 21:21:50, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.1084, loss: 2.1084, grad_norm: 4.0245 2020-07-26 04:07:56,365 - mmaction - INFO - Epoch [36][800/3757] lr: 2.000e-02, eta: 1 day, 21:21:38, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0196, loss: 2.0196, grad_norm: 4.0615 2020-07-26 04:08:08,995 - mmaction - INFO - Epoch [36][820/3757] lr: 2.000e-02, eta: 1 day, 21:21:23, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1422, loss: 2.1422, grad_norm: 4.0284 2020-07-26 04:08:22,355 - mmaction - INFO - Epoch [36][840/3757] lr: 2.000e-02, eta: 1 day, 21:21:10, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.0582 2020-07-26 04:08:35,380 - mmaction - INFO - Epoch [36][860/3757] lr: 2.000e-02, eta: 1 day, 21:20:56, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.1080 2020-07-26 04:08:48,898 - mmaction - INFO - Epoch [36][880/3757] lr: 2.000e-02, eta: 1 day, 21:20:42, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1570, loss: 2.1570, grad_norm: 4.1591 2020-07-26 04:09:02,061 - mmaction - INFO - Epoch [36][900/3757] lr: 2.000e-02, eta: 1 day, 21:20:28, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7422, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.9294 2020-07-26 04:09:15,020 - mmaction - INFO - Epoch [36][920/3757] lr: 2.000e-02, eta: 1 day, 21:20:14, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0245, loss: 2.0245, grad_norm: 4.0081 2020-07-26 04:09:28,660 - mmaction - INFO - Epoch [36][940/3757] lr: 2.000e-02, eta: 1 day, 21:20:01, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4594, top5_acc: 0.7359, loss_cls: 2.2526, loss: 2.2526, grad_norm: 4.1830 2020-07-26 04:09:41,613 - mmaction - INFO - Epoch [36][960/3757] lr: 2.000e-02, eta: 1 day, 21:19:47, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.0618 2020-07-26 04:09:54,940 - mmaction - INFO - Epoch [36][980/3757] lr: 2.000e-02, eta: 1 day, 21:19:33, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7281, loss_cls: 2.1687, loss: 2.1687, grad_norm: 4.0926 2020-07-26 04:10:08,674 - mmaction - INFO - Epoch [36][1000/3757] lr: 2.000e-02, eta: 1 day, 21:19:20, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.9602 2020-07-26 04:10:21,397 - mmaction - INFO - Epoch [36][1020/3757] lr: 2.000e-02, eta: 1 day, 21:19:06, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1039, loss: 2.1039, grad_norm: 3.9593 2020-07-26 04:10:35,083 - mmaction - INFO - Epoch [36][1040/3757] lr: 2.000e-02, eta: 1 day, 21:18:53, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1770, loss: 2.1770, grad_norm: 4.0996 2020-07-26 04:10:47,997 - mmaction - INFO - Epoch [36][1060/3757] lr: 2.000e-02, eta: 1 day, 21:18:38, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7516, loss_cls: 2.1304, loss: 2.1304, grad_norm: 4.1058 2020-07-26 04:11:01,075 - mmaction - INFO - Epoch [36][1080/3757] lr: 2.000e-02, eta: 1 day, 21:18:24, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0319, loss: 2.0319, grad_norm: 3.9585 2020-07-26 04:11:15,847 - mmaction - INFO - Epoch [36][1100/3757] lr: 2.000e-02, eta: 1 day, 21:18:14, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1544, loss: 2.1544, grad_norm: 4.0895 2020-07-26 04:11:28,491 - mmaction - INFO - Epoch [36][1120/3757] lr: 2.000e-02, eta: 1 day, 21:17:58, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.1076, loss: 2.1076, grad_norm: 3.9662 2020-07-26 04:11:42,103 - mmaction - INFO - Epoch [36][1140/3757] lr: 2.000e-02, eta: 1 day, 21:17:46, time: 0.686, data_time: 0.009, memory: 7079, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0190, loss: 2.0190, grad_norm: 3.9956 2020-07-26 04:11:55,219 - mmaction - INFO - Epoch [36][1160/3757] lr: 2.000e-02, eta: 1 day, 21:17:32, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7539, loss_cls: 2.0982, loss: 2.0982, grad_norm: 4.1542 2020-07-26 04:12:08,634 - mmaction - INFO - Epoch [36][1180/3757] lr: 2.000e-02, eta: 1 day, 21:17:18, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1705, loss: 2.1705, grad_norm: 4.1529 2020-07-26 04:12:23,409 - mmaction - INFO - Epoch [36][1200/3757] lr: 2.000e-02, eta: 1 day, 21:17:07, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1489, loss: 2.1489, grad_norm: 4.1112 2020-07-26 04:12:37,271 - mmaction - INFO - Epoch [36][1220/3757] lr: 2.000e-02, eta: 1 day, 21:16:55, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1573, loss: 2.1573, grad_norm: 4.1321 2020-07-26 04:12:50,102 - mmaction - INFO - Epoch [36][1240/3757] lr: 2.000e-02, eta: 1 day, 21:16:40, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7336, loss_cls: 2.2018, loss: 2.2018, grad_norm: 4.0519 2020-07-26 04:13:03,842 - mmaction - INFO - Epoch [36][1260/3757] lr: 2.000e-02, eta: 1 day, 21:16:27, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2504, loss: 2.2504, grad_norm: 4.0531 2020-07-26 04:13:18,724 - mmaction - INFO - Epoch [36][1280/3757] lr: 2.000e-02, eta: 1 day, 21:16:17, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1244, loss: 2.1244, grad_norm: 4.0767 2020-07-26 04:13:31,445 - mmaction - INFO - Epoch [36][1300/3757] lr: 2.000e-02, eta: 1 day, 21:16:02, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.9593 2020-07-26 04:13:44,607 - mmaction - INFO - Epoch [36][1320/3757] lr: 2.000e-02, eta: 1 day, 21:15:48, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.9959 2020-07-26 04:13:58,268 - mmaction - INFO - Epoch [36][1340/3757] lr: 2.000e-02, eta: 1 day, 21:15:35, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.1466, loss: 2.1466, grad_norm: 4.0988 2020-07-26 04:14:11,652 - mmaction - INFO - Epoch [36][1360/3757] lr: 2.000e-02, eta: 1 day, 21:15:22, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.2499, loss: 2.2499, grad_norm: 4.1659 2020-07-26 04:14:25,628 - mmaction - INFO - Epoch [36][1380/3757] lr: 2.000e-02, eta: 1 day, 21:15:09, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0525, loss: 2.0525, grad_norm: 3.9866 2020-07-26 04:14:38,598 - mmaction - INFO - Epoch [36][1400/3757] lr: 2.000e-02, eta: 1 day, 21:14:55, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0945, loss: 2.0945, grad_norm: 4.2303 2020-07-26 04:14:53,044 - mmaction - INFO - Epoch [36][1420/3757] lr: 2.000e-02, eta: 1 day, 21:14:43, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.2038, loss: 2.2038, grad_norm: 4.0826 2020-07-26 04:15:06,366 - mmaction - INFO - Epoch [36][1440/3757] lr: 2.000e-02, eta: 1 day, 21:14:30, time: 0.665, data_time: 0.002, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.2013, loss: 2.2013, grad_norm: 4.0524 2020-07-26 04:15:20,993 - mmaction - INFO - Epoch [36][1460/3757] lr: 2.000e-02, eta: 1 day, 21:14:18, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1967, loss: 2.1967, grad_norm: 4.0982 2020-07-26 04:15:33,793 - mmaction - INFO - Epoch [36][1480/3757] lr: 2.000e-02, eta: 1 day, 21:14:04, time: 0.646, data_time: 0.009, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.9422 2020-07-26 04:15:47,405 - mmaction - INFO - Epoch [36][1500/3757] lr: 2.000e-02, eta: 1 day, 21:13:51, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.2268, loss: 2.2268, grad_norm: 4.0074 2020-07-26 04:16:00,233 - mmaction - INFO - Epoch [36][1520/3757] lr: 2.000e-02, eta: 1 day, 21:13:37, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.9792 2020-07-26 04:16:13,799 - mmaction - INFO - Epoch [36][1540/3757] lr: 2.000e-02, eta: 1 day, 21:13:23, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7516, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.1089 2020-07-26 04:16:27,051 - mmaction - INFO - Epoch [36][1560/3757] lr: 2.000e-02, eta: 1 day, 21:13:10, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1579, loss: 2.1579, grad_norm: 4.1163 2020-07-26 04:16:40,850 - mmaction - INFO - Epoch [36][1580/3757] lr: 2.000e-02, eta: 1 day, 21:12:57, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7391, loss_cls: 2.1273, loss: 2.1273, grad_norm: 4.0620 2020-07-26 04:16:54,845 - mmaction - INFO - Epoch [36][1600/3757] lr: 2.000e-02, eta: 1 day, 21:12:45, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7688, loss_cls: 2.0911, loss: 2.0911, grad_norm: 4.1945 2020-07-26 04:17:08,903 - mmaction - INFO - Epoch [36][1620/3757] lr: 2.000e-02, eta: 1 day, 21:12:32, time: 0.703, data_time: 0.003, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1283, loss: 2.1283, grad_norm: 4.1398 2020-07-26 04:17:22,251 - mmaction - INFO - Epoch [36][1640/3757] lr: 2.000e-02, eta: 1 day, 21:12:19, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.1355, loss: 2.1355, grad_norm: 4.1121 2020-07-26 04:17:36,041 - mmaction - INFO - Epoch [36][1660/3757] lr: 2.000e-02, eta: 1 day, 21:12:06, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.0961, loss: 2.0961, grad_norm: 4.1866 2020-07-26 04:17:48,958 - mmaction - INFO - Epoch [36][1680/3757] lr: 2.000e-02, eta: 1 day, 21:11:52, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.2272, loss: 2.2272, grad_norm: 4.0637 2020-07-26 04:18:02,817 - mmaction - INFO - Epoch [36][1700/3757] lr: 2.000e-02, eta: 1 day, 21:11:39, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.1138, loss: 2.1138, grad_norm: 4.0943 2020-07-26 04:18:15,917 - mmaction - INFO - Epoch [36][1720/3757] lr: 2.000e-02, eta: 1 day, 21:11:25, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2641, loss: 2.2641, grad_norm: 4.1693 2020-07-26 04:18:29,175 - mmaction - INFO - Epoch [36][1740/3757] lr: 2.000e-02, eta: 1 day, 21:11:11, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7445, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.9708 2020-07-26 04:18:43,185 - mmaction - INFO - Epoch [36][1760/3757] lr: 2.000e-02, eta: 1 day, 21:10:59, time: 0.701, data_time: 0.003, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.1292, loss: 2.1292, grad_norm: 4.1021 2020-07-26 04:18:56,733 - mmaction - INFO - Epoch [36][1780/3757] lr: 2.000e-02, eta: 1 day, 21:10:46, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7367, loss_cls: 2.1214, loss: 2.1214, grad_norm: 4.0947 2020-07-26 04:19:10,769 - mmaction - INFO - Epoch [36][1800/3757] lr: 2.000e-02, eta: 1 day, 21:10:33, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1113, loss: 2.1113, grad_norm: 4.1758 2020-07-26 04:19:23,732 - mmaction - INFO - Epoch [36][1820/3757] lr: 2.000e-02, eta: 1 day, 21:10:19, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.1215, loss: 2.1215, grad_norm: 4.1518 2020-07-26 04:19:37,416 - mmaction - INFO - Epoch [36][1840/3757] lr: 2.000e-02, eta: 1 day, 21:10:06, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7773, loss_cls: 2.0692, loss: 2.0692, grad_norm: 4.2741 2020-07-26 04:19:50,428 - mmaction - INFO - Epoch [36][1860/3757] lr: 2.000e-02, eta: 1 day, 21:09:52, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1281, loss: 2.1281, grad_norm: 4.0883 2020-07-26 04:20:04,375 - mmaction - INFO - Epoch [36][1880/3757] lr: 2.000e-02, eta: 1 day, 21:09:40, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1660, loss: 2.1660, grad_norm: 4.2871 2020-07-26 04:20:17,494 - mmaction - INFO - Epoch [36][1900/3757] lr: 2.000e-02, eta: 1 day, 21:09:26, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1471, loss: 2.1471, grad_norm: 4.1563 2020-07-26 04:20:30,472 - mmaction - INFO - Epoch [36][1920/3757] lr: 2.000e-02, eta: 1 day, 21:09:11, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0662, loss: 2.0662, grad_norm: 4.0067 2020-07-26 04:20:43,593 - mmaction - INFO - Epoch [36][1940/3757] lr: 2.000e-02, eta: 1 day, 21:08:58, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1140, loss: 2.1140, grad_norm: 4.1076 2020-07-26 04:20:57,102 - mmaction - INFO - Epoch [36][1960/3757] lr: 2.000e-02, eta: 1 day, 21:08:44, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2096, loss: 2.2096, grad_norm: 4.1978 2020-07-26 04:21:10,606 - mmaction - INFO - Epoch [36][1980/3757] lr: 2.000e-02, eta: 1 day, 21:08:31, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1198, loss: 2.1198, grad_norm: 3.8952 2020-07-26 04:21:23,653 - mmaction - INFO - Epoch [36][2000/3757] lr: 2.000e-02, eta: 1 day, 21:08:17, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7508, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.9038 2020-07-26 04:21:36,847 - mmaction - INFO - Epoch [36][2020/3757] lr: 2.000e-02, eta: 1 day, 21:08:03, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1652, loss: 2.1652, grad_norm: 4.3119 2020-07-26 04:21:49,898 - mmaction - INFO - Epoch [36][2040/3757] lr: 2.000e-02, eta: 1 day, 21:07:49, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7617, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.1270 2020-07-26 04:22:03,496 - mmaction - INFO - Epoch [36][2060/3757] lr: 2.000e-02, eta: 1 day, 21:07:36, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.9858 2020-07-26 04:22:16,774 - mmaction - INFO - Epoch [36][2080/3757] lr: 2.000e-02, eta: 1 day, 21:07:22, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1222, loss: 2.1222, grad_norm: 4.0893 2020-07-26 04:22:29,888 - mmaction - INFO - Epoch [36][2100/3757] lr: 2.000e-02, eta: 1 day, 21:07:08, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7430, loss_cls: 2.2334, loss: 2.2334, grad_norm: 4.0735 2020-07-26 04:22:42,838 - mmaction - INFO - Epoch [36][2120/3757] lr: 2.000e-02, eta: 1 day, 21:06:54, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.9428 2020-07-26 04:22:55,921 - mmaction - INFO - Epoch [36][2140/3757] lr: 2.000e-02, eta: 1 day, 21:06:40, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.9508 2020-07-26 04:23:08,949 - mmaction - INFO - Epoch [36][2160/3757] lr: 2.000e-02, eta: 1 day, 21:06:26, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1523, loss: 2.1523, grad_norm: 4.1671 2020-07-26 04:23:23,269 - mmaction - INFO - Epoch [36][2180/3757] lr: 2.000e-02, eta: 1 day, 21:06:14, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2033, loss: 2.2033, grad_norm: 4.1016 2020-07-26 04:23:36,630 - mmaction - INFO - Epoch [36][2200/3757] lr: 2.000e-02, eta: 1 day, 21:06:01, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7242, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.9594 2020-07-26 04:23:50,109 - mmaction - INFO - Epoch [36][2220/3757] lr: 2.000e-02, eta: 1 day, 21:05:47, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7523, loss_cls: 2.1319, loss: 2.1319, grad_norm: 4.0781 2020-07-26 04:24:03,641 - mmaction - INFO - Epoch [36][2240/3757] lr: 2.000e-02, eta: 1 day, 21:05:34, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7203, loss_cls: 2.3133, loss: 2.3133, grad_norm: 4.1842 2020-07-26 04:24:17,177 - mmaction - INFO - Epoch [36][2260/3757] lr: 2.000e-02, eta: 1 day, 21:05:21, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.8057 2020-07-26 04:24:32,489 - mmaction - INFO - Epoch [36][2280/3757] lr: 2.000e-02, eta: 1 day, 21:05:11, time: 0.769, data_time: 0.008, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.0703, loss: 2.0703, grad_norm: 4.0442 2020-07-26 04:24:45,424 - mmaction - INFO - Epoch [36][2300/3757] lr: 2.000e-02, eta: 1 day, 21:04:56, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1484, loss: 2.1484, grad_norm: 4.0396 2020-07-26 04:24:58,783 - mmaction - INFO - Epoch [36][2320/3757] lr: 2.000e-02, eta: 1 day, 21:04:43, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.9972 2020-07-26 04:25:12,300 - mmaction - INFO - Epoch [36][2340/3757] lr: 2.000e-02, eta: 1 day, 21:04:30, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1367, loss: 2.1367, grad_norm: 4.0404 2020-07-26 04:25:25,140 - mmaction - INFO - Epoch [36][2360/3757] lr: 2.000e-02, eta: 1 day, 21:04:15, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7242, loss_cls: 2.2169, loss: 2.2169, grad_norm: 4.0213 2020-07-26 04:25:38,603 - mmaction - INFO - Epoch [36][2380/3757] lr: 2.000e-02, eta: 1 day, 21:04:02, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.2907, loss: 2.2907, grad_norm: 4.0134 2020-07-26 04:25:51,488 - mmaction - INFO - Epoch [36][2400/3757] lr: 2.000e-02, eta: 1 day, 21:03:48, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2387, loss: 2.2387, grad_norm: 4.0923 2020-07-26 04:26:05,113 - mmaction - INFO - Epoch [36][2420/3757] lr: 2.000e-02, eta: 1 day, 21:03:34, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0887, loss: 2.0887, grad_norm: 3.9674 2020-07-26 04:26:18,177 - mmaction - INFO - Epoch [36][2440/3757] lr: 2.000e-02, eta: 1 day, 21:03:21, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2432, loss: 2.2432, grad_norm: 4.1563 2020-07-26 04:26:32,731 - mmaction - INFO - Epoch [36][2460/3757] lr: 2.000e-02, eta: 1 day, 21:03:09, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7469, loss_cls: 2.1511, loss: 2.1511, grad_norm: 4.2219 2020-07-26 04:26:46,200 - mmaction - INFO - Epoch [36][2480/3757] lr: 2.000e-02, eta: 1 day, 21:02:56, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1301, loss: 2.1301, grad_norm: 4.1598 2020-07-26 04:26:59,339 - mmaction - INFO - Epoch [36][2500/3757] lr: 2.000e-02, eta: 1 day, 21:02:42, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2140, loss: 2.2140, grad_norm: 4.0091 2020-07-26 04:27:12,241 - mmaction - INFO - Epoch [36][2520/3757] lr: 2.000e-02, eta: 1 day, 21:02:28, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.1144, loss: 2.1144, grad_norm: 4.1223 2020-07-26 04:27:25,418 - mmaction - INFO - Epoch [36][2540/3757] lr: 2.000e-02, eta: 1 day, 21:02:14, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1284, loss: 2.1284, grad_norm: 4.0959 2020-07-26 04:27:38,327 - mmaction - INFO - Epoch [36][2560/3757] lr: 2.000e-02, eta: 1 day, 21:01:59, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1077, loss: 2.1077, grad_norm: 4.0650 2020-07-26 04:27:52,332 - mmaction - INFO - Epoch [36][2580/3757] lr: 2.000e-02, eta: 1 day, 21:01:47, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1944, loss: 2.1944, grad_norm: 4.1490 2020-07-26 04:28:05,155 - mmaction - INFO - Epoch [36][2600/3757] lr: 2.000e-02, eta: 1 day, 21:01:33, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0346, loss: 2.0346, grad_norm: 4.0544 2020-07-26 04:28:18,242 - mmaction - INFO - Epoch [36][2620/3757] lr: 2.000e-02, eta: 1 day, 21:01:19, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.2383, loss: 2.2383, grad_norm: 4.1179 2020-07-26 04:28:31,526 - mmaction - INFO - Epoch [36][2640/3757] lr: 2.000e-02, eta: 1 day, 21:01:05, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1705, loss: 2.1705, grad_norm: 4.2133 2020-07-26 04:28:45,261 - mmaction - INFO - Epoch [36][2660/3757] lr: 2.000e-02, eta: 1 day, 21:00:52, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1645, loss: 2.1645, grad_norm: 4.1258 2020-07-26 04:28:58,226 - mmaction - INFO - Epoch [36][2680/3757] lr: 2.000e-02, eta: 1 day, 21:00:38, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1706, loss: 2.1706, grad_norm: 4.0486 2020-07-26 04:29:11,229 - mmaction - INFO - Epoch [36][2700/3757] lr: 2.000e-02, eta: 1 day, 21:00:24, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2164, loss: 2.2164, grad_norm: 4.0665 2020-07-26 04:29:24,756 - mmaction - INFO - Epoch [36][2720/3757] lr: 2.000e-02, eta: 1 day, 21:00:10, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7391, loss_cls: 2.2160, loss: 2.2160, grad_norm: 4.0855 2020-07-26 04:29:38,256 - mmaction - INFO - Epoch [36][2740/3757] lr: 2.000e-02, eta: 1 day, 20:59:57, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1380, loss: 2.1380, grad_norm: 4.0311 2020-07-26 04:29:52,370 - mmaction - INFO - Epoch [36][2760/3757] lr: 2.000e-02, eta: 1 day, 20:59:45, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2289, loss: 2.2289, grad_norm: 4.0433 2020-07-26 04:30:05,792 - mmaction - INFO - Epoch [36][2780/3757] lr: 2.000e-02, eta: 1 day, 20:59:31, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1912, loss: 2.1912, grad_norm: 4.1483 2020-07-26 04:30:19,851 - mmaction - INFO - Epoch [36][2800/3757] lr: 2.000e-02, eta: 1 day, 20:59:19, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1047, loss: 2.1047, grad_norm: 4.0269 2020-07-26 04:30:33,166 - mmaction - INFO - Epoch [36][2820/3757] lr: 2.000e-02, eta: 1 day, 20:59:06, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1380, loss: 2.1380, grad_norm: 4.1894 2020-07-26 04:30:46,748 - mmaction - INFO - Epoch [36][2840/3757] lr: 2.000e-02, eta: 1 day, 20:58:53, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1032, loss: 2.1032, grad_norm: 4.0960 2020-07-26 04:31:00,736 - mmaction - INFO - Epoch [36][2860/3757] lr: 2.000e-02, eta: 1 day, 20:58:40, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0651, loss: 2.0651, grad_norm: 4.1613 2020-07-26 04:31:13,726 - mmaction - INFO - Epoch [36][2880/3757] lr: 2.000e-02, eta: 1 day, 20:58:26, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.2020, loss: 2.2020, grad_norm: 4.2035 2020-07-26 04:31:27,605 - mmaction - INFO - Epoch [36][2900/3757] lr: 2.000e-02, eta: 1 day, 20:58:13, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1971, loss: 2.1971, grad_norm: 4.1162 2020-07-26 04:31:40,449 - mmaction - INFO - Epoch [36][2920/3757] lr: 2.000e-02, eta: 1 day, 20:57:59, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1721, loss: 2.1721, grad_norm: 4.0061 2020-07-26 04:31:53,916 - mmaction - INFO - Epoch [36][2940/3757] lr: 2.000e-02, eta: 1 day, 20:57:46, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.1632 2020-07-26 04:32:07,735 - mmaction - INFO - Epoch [36][2960/3757] lr: 2.000e-02, eta: 1 day, 20:57:33, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7320, loss_cls: 2.2598, loss: 2.2598, grad_norm: 4.1155 2020-07-26 04:32:21,141 - mmaction - INFO - Epoch [36][2980/3757] lr: 2.000e-02, eta: 1 day, 20:57:19, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.2141, loss: 2.2141, grad_norm: 4.0820 2020-07-26 04:32:34,652 - mmaction - INFO - Epoch [36][3000/3757] lr: 2.000e-02, eta: 1 day, 20:57:06, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.9291 2020-07-26 04:32:47,521 - mmaction - INFO - Epoch [36][3020/3757] lr: 2.000e-02, eta: 1 day, 20:56:52, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1972, loss: 2.1972, grad_norm: 4.0954 2020-07-26 04:33:01,252 - mmaction - INFO - Epoch [36][3040/3757] lr: 2.000e-02, eta: 1 day, 20:56:39, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.4688, top5_acc: 0.6891, loss_cls: 2.3915, loss: 2.3915, grad_norm: 4.1862 2020-07-26 04:33:14,842 - mmaction - INFO - Epoch [36][3060/3757] lr: 2.000e-02, eta: 1 day, 20:56:26, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.2306, loss: 2.2306, grad_norm: 4.1278 2020-07-26 04:33:28,970 - mmaction - INFO - Epoch [36][3080/3757] lr: 2.000e-02, eta: 1 day, 20:56:13, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2480, loss: 2.2480, grad_norm: 4.2385 2020-07-26 04:33:43,234 - mmaction - INFO - Epoch [36][3100/3757] lr: 2.000e-02, eta: 1 day, 20:56:02, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.3184, loss: 2.3184, grad_norm: 3.9876 2020-07-26 04:33:56,031 - mmaction - INFO - Epoch [36][3120/3757] lr: 2.000e-02, eta: 1 day, 20:55:47, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.8618 2020-07-26 04:34:08,884 - mmaction - INFO - Epoch [36][3140/3757] lr: 2.000e-02, eta: 1 day, 20:55:33, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.9373 2020-07-26 04:34:23,084 - mmaction - INFO - Epoch [36][3160/3757] lr: 2.000e-02, eta: 1 day, 20:55:21, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.8953 2020-07-26 04:34:37,033 - mmaction - INFO - Epoch [36][3180/3757] lr: 2.000e-02, eta: 1 day, 20:55:08, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2315, loss: 2.2315, grad_norm: 4.1444 2020-07-26 04:34:50,584 - mmaction - INFO - Epoch [36][3200/3757] lr: 2.000e-02, eta: 1 day, 20:54:55, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7070, loss_cls: 2.3164, loss: 2.3164, grad_norm: 3.9852 2020-07-26 04:35:04,317 - mmaction - INFO - Epoch [36][3220/3757] lr: 2.000e-02, eta: 1 day, 20:54:42, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.8500 2020-07-26 04:35:17,180 - mmaction - INFO - Epoch [36][3240/3757] lr: 2.000e-02, eta: 1 day, 20:54:28, time: 0.643, data_time: 0.002, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7297, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.9790 2020-07-26 04:35:30,873 - mmaction - INFO - Epoch [36][3260/3757] lr: 2.000e-02, eta: 1 day, 20:54:15, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0712, loss: 2.0712, grad_norm: 3.8971 2020-07-26 04:35:45,808 - mmaction - INFO - Epoch [36][3280/3757] lr: 2.000e-02, eta: 1 day, 20:54:04, time: 0.748, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2513, loss: 2.2513, grad_norm: 4.2392 2020-07-26 04:35:59,252 - mmaction - INFO - Epoch [36][3300/3757] lr: 2.000e-02, eta: 1 day, 20:53:51, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7398, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.0485 2020-07-26 04:36:11,896 - mmaction - INFO - Epoch [36][3320/3757] lr: 2.000e-02, eta: 1 day, 20:53:36, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1627, loss: 2.1627, grad_norm: 4.1266 2020-07-26 04:36:25,631 - mmaction - INFO - Epoch [36][3340/3757] lr: 2.000e-02, eta: 1 day, 20:53:23, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.1059, loss: 2.1059, grad_norm: 4.0070 2020-07-26 04:36:39,113 - mmaction - INFO - Epoch [36][3360/3757] lr: 2.000e-02, eta: 1 day, 20:53:10, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.9720 2020-07-26 04:36:53,286 - mmaction - INFO - Epoch [36][3380/3757] lr: 2.000e-02, eta: 1 day, 20:52:58, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.8967 2020-07-26 04:37:06,864 - mmaction - INFO - Epoch [36][3400/3757] lr: 2.000e-02, eta: 1 day, 20:52:45, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.9326 2020-07-26 04:37:19,944 - mmaction - INFO - Epoch [36][3420/3757] lr: 2.000e-02, eta: 1 day, 20:52:31, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1166, loss: 2.1166, grad_norm: 3.9737 2020-07-26 04:37:33,668 - mmaction - INFO - Epoch [36][3440/3757] lr: 2.000e-02, eta: 1 day, 20:52:18, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.0347 2020-07-26 04:37:47,577 - mmaction - INFO - Epoch [36][3460/3757] lr: 2.000e-02, eta: 1 day, 20:52:05, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.2215, loss: 2.2215, grad_norm: 4.1056 2020-07-26 04:38:00,950 - mmaction - INFO - Epoch [36][3480/3757] lr: 2.000e-02, eta: 1 day, 20:51:52, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.2945, loss: 2.2945, grad_norm: 4.1140 2020-07-26 04:38:15,065 - mmaction - INFO - Epoch [36][3500/3757] lr: 2.000e-02, eta: 1 day, 20:51:40, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.8659 2020-07-26 04:38:29,087 - mmaction - INFO - Epoch [36][3520/3757] lr: 2.000e-02, eta: 1 day, 20:51:27, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.1627, loss: 2.1627, grad_norm: 4.0637 2020-07-26 04:38:43,005 - mmaction - INFO - Epoch [36][3540/3757] lr: 2.000e-02, eta: 1 day, 20:51:15, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7438, loss_cls: 2.1790, loss: 2.1790, grad_norm: 4.0792 2020-07-26 04:38:58,534 - mmaction - INFO - Epoch [36][3560/3757] lr: 2.000e-02, eta: 1 day, 20:51:05, time: 0.775, data_time: 0.004, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1589, loss: 2.1589, grad_norm: 4.0303 2020-07-26 04:39:11,085 - mmaction - INFO - Epoch [36][3580/3757] lr: 2.000e-02, eta: 1 day, 20:50:50, time: 0.628, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.0988, loss: 2.0988, grad_norm: 3.8950 2020-07-26 04:39:25,186 - mmaction - INFO - Epoch [36][3600/3757] lr: 2.000e-02, eta: 1 day, 20:50:38, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.9099 2020-07-26 04:39:37,916 - mmaction - INFO - Epoch [36][3620/3757] lr: 2.000e-02, eta: 1 day, 20:50:23, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.2138, loss: 2.2138, grad_norm: 4.0251 2020-07-26 04:39:52,044 - mmaction - INFO - Epoch [36][3640/3757] lr: 2.000e-02, eta: 1 day, 20:50:11, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.8932 2020-07-26 04:40:05,519 - mmaction - INFO - Epoch [36][3660/3757] lr: 2.000e-02, eta: 1 day, 20:49:58, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0864, loss: 2.0864, grad_norm: 4.0497 2020-07-26 04:40:19,006 - mmaction - INFO - Epoch [36][3680/3757] lr: 2.000e-02, eta: 1 day, 20:49:44, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.9042 2020-07-26 04:40:32,082 - mmaction - INFO - Epoch [36][3700/3757] lr: 2.000e-02, eta: 1 day, 20:49:30, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2603, loss: 2.2603, grad_norm: 4.0235 2020-07-26 04:40:44,974 - mmaction - INFO - Epoch [36][3720/3757] lr: 2.000e-02, eta: 1 day, 20:49:16, time: 0.647, data_time: 0.009, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0675, loss: 2.0675, grad_norm: 4.0276 2020-07-26 04:40:58,272 - mmaction - INFO - Epoch [36][3740/3757] lr: 2.000e-02, eta: 1 day, 20:49:02, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1526, loss: 2.1526, grad_norm: 4.1769 2020-07-26 04:41:10,124 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-26 04:41:35,928 - mmaction - INFO - Epoch [37][20/3757] lr: 2.000e-02, eta: 1 day, 20:48:37, time: 1.211, data_time: 0.559, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7148, loss_cls: 2.2354, loss: 2.2354, grad_norm: 4.0678 2020-07-26 04:41:48,070 - mmaction - INFO - Epoch [37][40/3757] lr: 2.000e-02, eta: 1 day, 20:48:21, time: 0.608, data_time: 0.003, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7516, loss_cls: 2.1494, loss: 2.1494, grad_norm: 4.0407 2020-07-26 04:42:00,962 - mmaction - INFO - Epoch [37][60/3757] lr: 2.000e-02, eta: 1 day, 20:48:06, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.0720, loss: 2.0720, grad_norm: 4.1021 2020-07-26 04:42:14,502 - mmaction - INFO - Epoch [37][80/3757] lr: 2.000e-02, eta: 1 day, 20:47:53, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.1293, loss: 2.1293, grad_norm: 4.1239 2020-07-26 04:42:27,214 - mmaction - INFO - Epoch [37][100/3757] lr: 2.000e-02, eta: 1 day, 20:47:39, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7336, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.8928 2020-07-26 04:42:40,735 - mmaction - INFO - Epoch [37][120/3757] lr: 2.000e-02, eta: 1 day, 20:47:25, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0284, loss: 2.0284, grad_norm: 4.0322 2020-07-26 04:42:53,636 - mmaction - INFO - Epoch [37][140/3757] lr: 2.000e-02, eta: 1 day, 20:47:11, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.0864, loss: 2.0864, grad_norm: 4.1059 2020-07-26 04:43:06,858 - mmaction - INFO - Epoch [37][160/3757] lr: 2.000e-02, eta: 1 day, 20:46:57, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.9413 2020-07-26 04:43:19,714 - mmaction - INFO - Epoch [37][180/3757] lr: 2.000e-02, eta: 1 day, 20:46:43, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1665, loss: 2.1665, grad_norm: 3.9909 2020-07-26 04:43:33,165 - mmaction - INFO - Epoch [37][200/3757] lr: 2.000e-02, eta: 1 day, 20:46:29, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.0972, loss: 2.0972, grad_norm: 4.0139 2020-07-26 04:43:46,334 - mmaction - INFO - Epoch [37][220/3757] lr: 2.000e-02, eta: 1 day, 20:46:16, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.9253 2020-07-26 04:43:59,698 - mmaction - INFO - Epoch [37][240/3757] lr: 2.000e-02, eta: 1 day, 20:46:02, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5406, top5_acc: 0.7766, loss_cls: 1.9741, loss: 1.9741, grad_norm: 3.9578 2020-07-26 04:44:12,826 - mmaction - INFO - Epoch [37][260/3757] lr: 2.000e-02, eta: 1 day, 20:45:48, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1386, loss: 2.1386, grad_norm: 4.0667 2020-07-26 04:44:25,980 - mmaction - INFO - Epoch [37][280/3757] lr: 2.000e-02, eta: 1 day, 20:45:34, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.9778 2020-07-26 04:44:39,400 - mmaction - INFO - Epoch [37][300/3757] lr: 2.000e-02, eta: 1 day, 20:45:21, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.1633, loss: 2.1633, grad_norm: 4.1996 2020-07-26 04:44:53,265 - mmaction - INFO - Epoch [37][320/3757] lr: 2.000e-02, eta: 1 day, 20:45:08, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1635, loss: 2.1635, grad_norm: 3.9194 2020-07-26 04:45:06,553 - mmaction - INFO - Epoch [37][340/3757] lr: 2.000e-02, eta: 1 day, 20:44:54, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.1815, loss: 2.1815, grad_norm: 3.9386 2020-07-26 04:45:19,616 - mmaction - INFO - Epoch [37][360/3757] lr: 2.000e-02, eta: 1 day, 20:44:41, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.9920 2020-07-26 04:45:33,444 - mmaction - INFO - Epoch [37][380/3757] lr: 2.000e-02, eta: 1 day, 20:44:28, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7492, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.9927 2020-07-26 04:45:46,680 - mmaction - INFO - Epoch [37][400/3757] lr: 2.000e-02, eta: 1 day, 20:44:14, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1820, loss: 2.1820, grad_norm: 4.1915 2020-07-26 04:46:00,272 - mmaction - INFO - Epoch [37][420/3757] lr: 2.000e-02, eta: 1 day, 20:44:01, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0828, loss: 2.0828, grad_norm: 4.0059 2020-07-26 04:46:13,183 - mmaction - INFO - Epoch [37][440/3757] lr: 2.000e-02, eta: 1 day, 20:43:47, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.0297 2020-07-26 04:46:26,398 - mmaction - INFO - Epoch [37][460/3757] lr: 2.000e-02, eta: 1 day, 20:43:33, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.9870 2020-07-26 04:46:39,761 - mmaction - INFO - Epoch [37][480/3757] lr: 2.000e-02, eta: 1 day, 20:43:19, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.1040 2020-07-26 04:46:52,921 - mmaction - INFO - Epoch [37][500/3757] lr: 2.000e-02, eta: 1 day, 20:43:05, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1782, loss: 2.1782, grad_norm: 4.1737 2020-07-26 04:47:06,030 - mmaction - INFO - Epoch [37][520/3757] lr: 2.000e-02, eta: 1 day, 20:42:52, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1227, loss: 2.1227, grad_norm: 4.0963 2020-07-26 04:47:19,475 - mmaction - INFO - Epoch [37][540/3757] lr: 2.000e-02, eta: 1 day, 20:42:38, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1723, loss: 2.1723, grad_norm: 4.0253 2020-07-26 04:47:32,619 - mmaction - INFO - Epoch [37][560/3757] lr: 2.000e-02, eta: 1 day, 20:42:24, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7641, loss_cls: 2.0425, loss: 2.0425, grad_norm: 4.1460 2020-07-26 04:47:46,840 - mmaction - INFO - Epoch [37][580/3757] lr: 2.000e-02, eta: 1 day, 20:42:12, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.0796, loss: 2.0796, grad_norm: 4.0081 2020-07-26 04:47:59,843 - mmaction - INFO - Epoch [37][600/3757] lr: 2.000e-02, eta: 1 day, 20:41:58, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.9916 2020-07-26 04:48:14,375 - mmaction - INFO - Epoch [37][620/3757] lr: 2.000e-02, eta: 1 day, 20:41:47, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.1051, loss: 2.1051, grad_norm: 4.0573 2020-07-26 04:48:27,265 - mmaction - INFO - Epoch [37][640/3757] lr: 2.000e-02, eta: 1 day, 20:41:32, time: 0.643, data_time: 0.002, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.9697 2020-07-26 04:48:40,785 - mmaction - INFO - Epoch [37][660/3757] lr: 2.000e-02, eta: 1 day, 20:41:19, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.1194, loss: 2.1194, grad_norm: 4.2529 2020-07-26 04:48:54,161 - mmaction - INFO - Epoch [37][680/3757] lr: 2.000e-02, eta: 1 day, 20:41:06, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1046, loss: 2.1046, grad_norm: 4.0939 2020-07-26 04:49:08,194 - mmaction - INFO - Epoch [37][700/3757] lr: 2.000e-02, eta: 1 day, 20:40:53, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.2421, loss: 2.2421, grad_norm: 4.0644 2020-07-26 04:49:21,934 - mmaction - INFO - Epoch [37][720/3757] lr: 2.000e-02, eta: 1 day, 20:40:40, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1322, loss: 2.1322, grad_norm: 4.0054 2020-07-26 04:49:34,782 - mmaction - INFO - Epoch [37][740/3757] lr: 2.000e-02, eta: 1 day, 20:40:26, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1390, loss: 2.1390, grad_norm: 4.0549 2020-07-26 04:49:48,798 - mmaction - INFO - Epoch [37][760/3757] lr: 2.000e-02, eta: 1 day, 20:40:14, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0550, loss: 2.0550, grad_norm: 3.8811 2020-07-26 04:50:03,005 - mmaction - INFO - Epoch [37][780/3757] lr: 2.000e-02, eta: 1 day, 20:40:02, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1870, loss: 2.1870, grad_norm: 4.1318 2020-07-26 04:50:15,862 - mmaction - INFO - Epoch [37][800/3757] lr: 2.000e-02, eta: 1 day, 20:39:47, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.9944 2020-07-26 04:50:29,098 - mmaction - INFO - Epoch [37][820/3757] lr: 2.000e-02, eta: 1 day, 20:39:33, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7555, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.9217 2020-07-26 04:50:42,797 - mmaction - INFO - Epoch [37][840/3757] lr: 2.000e-02, eta: 1 day, 20:39:21, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1111, loss: 2.1111, grad_norm: 4.0012 2020-07-26 04:50:56,710 - mmaction - INFO - Epoch [37][860/3757] lr: 2.000e-02, eta: 1 day, 20:39:08, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9712, loss: 1.9712, grad_norm: 4.0515 2020-07-26 04:51:11,699 - mmaction - INFO - Epoch [37][880/3757] lr: 2.000e-02, eta: 1 day, 20:38:57, time: 0.753, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1473, loss: 2.1473, grad_norm: 4.1611 2020-07-26 04:51:25,579 - mmaction - INFO - Epoch [37][900/3757] lr: 2.000e-02, eta: 1 day, 20:38:45, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1284, loss: 2.1284, grad_norm: 4.0000 2020-07-26 04:51:40,214 - mmaction - INFO - Epoch [37][920/3757] lr: 2.000e-02, eta: 1 day, 20:38:33, time: 0.733, data_time: 0.004, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.9808 2020-07-26 04:51:52,969 - mmaction - INFO - Epoch [37][940/3757] lr: 2.000e-02, eta: 1 day, 20:38:19, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1450, loss: 2.1450, grad_norm: 4.0352 2020-07-26 04:52:06,363 - mmaction - INFO - Epoch [37][960/3757] lr: 2.000e-02, eta: 1 day, 20:38:05, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4625, top5_acc: 0.7336, loss_cls: 2.2567, loss: 2.2567, grad_norm: 4.2840 2020-07-26 04:52:19,394 - mmaction - INFO - Epoch [37][980/3757] lr: 2.000e-02, eta: 1 day, 20:37:51, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1451, loss: 2.1451, grad_norm: 3.9630 2020-07-26 04:52:33,702 - mmaction - INFO - Epoch [37][1000/3757] lr: 2.000e-02, eta: 1 day, 20:37:39, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0625, loss: 2.0625, grad_norm: 3.9611 2020-07-26 04:52:47,201 - mmaction - INFO - Epoch [37][1020/3757] lr: 2.000e-02, eta: 1 day, 20:37:26, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2234, loss: 2.2234, grad_norm: 4.2359 2020-07-26 04:53:00,267 - mmaction - INFO - Epoch [37][1040/3757] lr: 2.000e-02, eta: 1 day, 20:37:12, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7398, loss_cls: 2.1649, loss: 2.1649, grad_norm: 4.1098 2020-07-26 04:53:14,236 - mmaction - INFO - Epoch [37][1060/3757] lr: 2.000e-02, eta: 1 day, 20:37:00, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.9873 2020-07-26 04:53:27,601 - mmaction - INFO - Epoch [37][1080/3757] lr: 2.000e-02, eta: 1 day, 20:36:46, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.1254, loss: 2.1254, grad_norm: 4.1473 2020-07-26 04:53:41,043 - mmaction - INFO - Epoch [37][1100/3757] lr: 2.000e-02, eta: 1 day, 20:36:33, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1843, loss: 2.1843, grad_norm: 4.0938 2020-07-26 04:53:55,252 - mmaction - INFO - Epoch [37][1120/3757] lr: 2.000e-02, eta: 1 day, 20:36:21, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.1146, loss: 2.1146, grad_norm: 4.0344 2020-07-26 04:54:08,096 - mmaction - INFO - Epoch [37][1140/3757] lr: 2.000e-02, eta: 1 day, 20:36:06, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.1264, loss: 2.1264, grad_norm: 4.0615 2020-07-26 04:54:21,866 - mmaction - INFO - Epoch [37][1160/3757] lr: 2.000e-02, eta: 1 day, 20:35:53, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7523, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.0115 2020-07-26 04:54:35,597 - mmaction - INFO - Epoch [37][1180/3757] lr: 2.000e-02, eta: 1 day, 20:35:41, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1746, loss: 2.1746, grad_norm: 4.2331 2020-07-26 04:54:49,391 - mmaction - INFO - Epoch [37][1200/3757] lr: 2.000e-02, eta: 1 day, 20:35:28, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.8657 2020-07-26 04:55:03,361 - mmaction - INFO - Epoch [37][1220/3757] lr: 2.000e-02, eta: 1 day, 20:35:15, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.9929 2020-07-26 04:55:16,534 - mmaction - INFO - Epoch [37][1240/3757] lr: 2.000e-02, eta: 1 day, 20:35:02, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1754, loss: 2.1754, grad_norm: 4.1424 2020-07-26 04:55:30,411 - mmaction - INFO - Epoch [37][1260/3757] lr: 2.000e-02, eta: 1 day, 20:34:49, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1799, loss: 2.1799, grad_norm: 4.0371 2020-07-26 04:55:43,514 - mmaction - INFO - Epoch [37][1280/3757] lr: 2.000e-02, eta: 1 day, 20:34:35, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.1080, loss: 2.1080, grad_norm: 4.0496 2020-07-26 04:55:57,328 - mmaction - INFO - Epoch [37][1300/3757] lr: 2.000e-02, eta: 1 day, 20:34:22, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7148, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.0660 2020-07-26 04:56:10,864 - mmaction - INFO - Epoch [37][1320/3757] lr: 2.000e-02, eta: 1 day, 20:34:09, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.1984, loss: 2.1984, grad_norm: 4.0703 2020-07-26 04:56:24,732 - mmaction - INFO - Epoch [37][1340/3757] lr: 2.000e-02, eta: 1 day, 20:33:56, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1898, loss: 2.1898, grad_norm: 4.1074 2020-07-26 04:56:39,361 - mmaction - INFO - Epoch [37][1360/3757] lr: 2.000e-02, eta: 1 day, 20:33:45, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.9657 2020-07-26 04:56:53,308 - mmaction - INFO - Epoch [37][1380/3757] lr: 2.000e-02, eta: 1 day, 20:33:33, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7594, loss_cls: 2.1090, loss: 2.1090, grad_norm: 4.0532 2020-07-26 04:57:07,874 - mmaction - INFO - Epoch [37][1400/3757] lr: 2.000e-02, eta: 1 day, 20:33:21, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2504, loss: 2.2504, grad_norm: 4.0714 2020-07-26 04:57:20,696 - mmaction - INFO - Epoch [37][1420/3757] lr: 2.000e-02, eta: 1 day, 20:33:07, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.1265 2020-07-26 04:57:34,646 - mmaction - INFO - Epoch [37][1440/3757] lr: 2.000e-02, eta: 1 day, 20:32:54, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.9513 2020-07-26 04:57:47,969 - mmaction - INFO - Epoch [37][1460/3757] lr: 2.000e-02, eta: 1 day, 20:32:41, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7664, loss_cls: 2.0525, loss: 2.0525, grad_norm: 4.0275 2020-07-26 04:58:01,831 - mmaction - INFO - Epoch [37][1480/3757] lr: 2.000e-02, eta: 1 day, 20:32:28, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7523, loss_cls: 2.1598, loss: 2.1598, grad_norm: 4.0280 2020-07-26 04:58:15,193 - mmaction - INFO - Epoch [37][1500/3757] lr: 2.000e-02, eta: 1 day, 20:32:14, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1607, loss: 2.1607, grad_norm: 4.0751 2020-07-26 04:58:28,475 - mmaction - INFO - Epoch [37][1520/3757] lr: 2.000e-02, eta: 1 day, 20:32:01, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.0696, loss: 2.0696, grad_norm: 3.9891 2020-07-26 04:58:42,121 - mmaction - INFO - Epoch [37][1540/3757] lr: 2.000e-02, eta: 1 day, 20:31:48, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7484, loss_cls: 2.1335, loss: 2.1335, grad_norm: 4.1374 2020-07-26 04:58:55,300 - mmaction - INFO - Epoch [37][1560/3757] lr: 2.000e-02, eta: 1 day, 20:31:34, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.9526 2020-07-26 04:59:08,619 - mmaction - INFO - Epoch [37][1580/3757] lr: 2.000e-02, eta: 1 day, 20:31:20, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1998, loss: 2.1998, grad_norm: 4.0942 2020-07-26 04:59:22,472 - mmaction - INFO - Epoch [37][1600/3757] lr: 2.000e-02, eta: 1 day, 20:31:08, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1398, loss: 2.1398, grad_norm: 4.0465 2020-07-26 04:59:36,274 - mmaction - INFO - Epoch [37][1620/3757] lr: 2.000e-02, eta: 1 day, 20:30:55, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1255, loss: 2.1255, grad_norm: 4.0641 2020-07-26 04:59:49,841 - mmaction - INFO - Epoch [37][1640/3757] lr: 2.000e-02, eta: 1 day, 20:30:42, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1256, loss: 2.1256, grad_norm: 3.9239 2020-07-26 05:00:06,988 - mmaction - INFO - Epoch [37][1660/3757] lr: 2.000e-02, eta: 1 day, 20:30:35, time: 0.858, data_time: 0.009, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.9785 2020-07-26 05:00:19,692 - mmaction - INFO - Epoch [37][1680/3757] lr: 2.000e-02, eta: 1 day, 20:30:20, time: 0.637, data_time: 0.011, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7305, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.9862 2020-07-26 05:00:32,615 - mmaction - INFO - Epoch [37][1700/3757] lr: 2.000e-02, eta: 1 day, 20:30:06, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.9843 2020-07-26 05:00:46,074 - mmaction - INFO - Epoch [37][1720/3757] lr: 2.000e-02, eta: 1 day, 20:29:52, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0363, loss: 2.0363, grad_norm: 4.0218 2020-07-26 05:01:00,395 - mmaction - INFO - Epoch [37][1740/3757] lr: 2.000e-02, eta: 1 day, 20:29:41, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1050, loss: 2.1050, grad_norm: 3.9946 2020-07-26 05:01:13,589 - mmaction - INFO - Epoch [37][1760/3757] lr: 2.000e-02, eta: 1 day, 20:29:27, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7727, loss_cls: 1.9925, loss: 1.9925, grad_norm: 4.0874 2020-07-26 05:01:27,081 - mmaction - INFO - Epoch [37][1780/3757] lr: 2.000e-02, eta: 1 day, 20:29:14, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.1773, loss: 2.1773, grad_norm: 4.1065 2020-07-26 05:01:40,660 - mmaction - INFO - Epoch [37][1800/3757] lr: 2.000e-02, eta: 1 day, 20:29:00, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2808, loss: 2.2808, grad_norm: 3.8911 2020-07-26 05:01:55,102 - mmaction - INFO - Epoch [37][1820/3757] lr: 2.000e-02, eta: 1 day, 20:28:49, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1347, loss: 2.1347, grad_norm: 4.0555 2020-07-26 05:02:08,972 - mmaction - INFO - Epoch [37][1840/3757] lr: 2.000e-02, eta: 1 day, 20:28:36, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1318, loss: 2.1318, grad_norm: 4.0219 2020-07-26 05:02:22,309 - mmaction - INFO - Epoch [37][1860/3757] lr: 2.000e-02, eta: 1 day, 20:28:22, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1838, loss: 2.1838, grad_norm: 4.1110 2020-07-26 05:02:36,298 - mmaction - INFO - Epoch [37][1880/3757] lr: 2.000e-02, eta: 1 day, 20:28:10, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.9459 2020-07-26 05:02:49,733 - mmaction - INFO - Epoch [37][1900/3757] lr: 2.000e-02, eta: 1 day, 20:27:57, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.9521 2020-07-26 05:03:04,566 - mmaction - INFO - Epoch [37][1920/3757] lr: 2.000e-02, eta: 1 day, 20:27:46, time: 0.745, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1492, loss: 2.1492, grad_norm: 4.2044 2020-07-26 05:03:17,459 - mmaction - INFO - Epoch [37][1940/3757] lr: 2.000e-02, eta: 1 day, 20:27:31, time: 0.644, data_time: 0.002, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.2791, loss: 2.2791, grad_norm: 4.1031 2020-07-26 05:03:30,598 - mmaction - INFO - Epoch [37][1960/3757] lr: 2.000e-02, eta: 1 day, 20:27:17, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.0092 2020-07-26 05:03:44,451 - mmaction - INFO - Epoch [37][1980/3757] lr: 2.000e-02, eta: 1 day, 20:27:05, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1599, loss: 2.1599, grad_norm: 4.0034 2020-07-26 05:03:58,242 - mmaction - INFO - Epoch [37][2000/3757] lr: 2.000e-02, eta: 1 day, 20:26:52, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.9844 2020-07-26 05:04:11,302 - mmaction - INFO - Epoch [37][2020/3757] lr: 2.000e-02, eta: 1 day, 20:26:38, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2264, loss: 2.2264, grad_norm: 4.0129 2020-07-26 05:04:25,236 - mmaction - INFO - Epoch [37][2040/3757] lr: 2.000e-02, eta: 1 day, 20:26:25, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.1036, loss: 2.1036, grad_norm: 3.9670 2020-07-26 05:04:39,107 - mmaction - INFO - Epoch [37][2060/3757] lr: 2.000e-02, eta: 1 day, 20:26:13, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2498, loss: 2.2498, grad_norm: 4.2377 2020-07-26 05:04:52,998 - mmaction - INFO - Epoch [37][2080/3757] lr: 2.000e-02, eta: 1 day, 20:26:00, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1515, loss: 2.1515, grad_norm: 4.0553 2020-07-26 05:05:06,482 - mmaction - INFO - Epoch [37][2100/3757] lr: 2.000e-02, eta: 1 day, 20:25:47, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.1244, loss: 2.1244, grad_norm: 4.0542 2020-07-26 05:05:19,722 - mmaction - INFO - Epoch [37][2120/3757] lr: 2.000e-02, eta: 1 day, 20:25:33, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2349, loss: 2.2349, grad_norm: 4.1791 2020-07-26 05:05:33,709 - mmaction - INFO - Epoch [37][2140/3757] lr: 2.000e-02, eta: 1 day, 20:25:21, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.2394, loss: 2.2394, grad_norm: 4.1808 2020-07-26 05:05:47,011 - mmaction - INFO - Epoch [37][2160/3757] lr: 2.000e-02, eta: 1 day, 20:25:07, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.9877 2020-07-26 05:06:00,197 - mmaction - INFO - Epoch [37][2180/3757] lr: 2.000e-02, eta: 1 day, 20:24:53, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1423, loss: 2.1423, grad_norm: 4.1330 2020-07-26 05:06:13,785 - mmaction - INFO - Epoch [37][2200/3757] lr: 2.000e-02, eta: 1 day, 20:24:40, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.9630 2020-07-26 05:06:26,881 - mmaction - INFO - Epoch [37][2220/3757] lr: 2.000e-02, eta: 1 day, 20:24:26, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2092, loss: 2.2092, grad_norm: 4.1642 2020-07-26 05:06:40,267 - mmaction - INFO - Epoch [37][2240/3757] lr: 2.000e-02, eta: 1 day, 20:24:13, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1622, loss: 2.1622, grad_norm: 4.0379 2020-07-26 05:06:54,005 - mmaction - INFO - Epoch [37][2260/3757] lr: 2.000e-02, eta: 1 day, 20:24:00, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.0931, loss: 2.0931, grad_norm: 4.0722 2020-07-26 05:07:08,135 - mmaction - INFO - Epoch [37][2280/3757] lr: 2.000e-02, eta: 1 day, 20:23:48, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1188, loss: 2.1188, grad_norm: 4.0768 2020-07-26 05:07:21,914 - mmaction - INFO - Epoch [37][2300/3757] lr: 2.000e-02, eta: 1 day, 20:23:35, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0706, loss: 2.0706, grad_norm: 4.0801 2020-07-26 05:07:35,393 - mmaction - INFO - Epoch [37][2320/3757] lr: 2.000e-02, eta: 1 day, 20:23:21, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2437, loss: 2.2437, grad_norm: 4.1819 2020-07-26 05:07:48,587 - mmaction - INFO - Epoch [37][2340/3757] lr: 2.000e-02, eta: 1 day, 20:23:08, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.2361, loss: 2.2361, grad_norm: 4.0748 2020-07-26 05:08:02,515 - mmaction - INFO - Epoch [37][2360/3757] lr: 2.000e-02, eta: 1 day, 20:22:55, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2335, loss: 2.2335, grad_norm: 4.0629 2020-07-26 05:08:16,509 - mmaction - INFO - Epoch [37][2380/3757] lr: 2.000e-02, eta: 1 day, 20:22:42, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.9569 2020-07-26 05:08:29,804 - mmaction - INFO - Epoch [37][2400/3757] lr: 2.000e-02, eta: 1 day, 20:22:29, time: 0.671, data_time: 0.009, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0801, loss: 2.0801, grad_norm: 4.0721 2020-07-26 05:08:43,109 - mmaction - INFO - Epoch [37][2420/3757] lr: 2.000e-02, eta: 1 day, 20:22:15, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.1320, loss: 2.1320, grad_norm: 4.0028 2020-07-26 05:08:58,197 - mmaction - INFO - Epoch [37][2440/3757] lr: 2.000e-02, eta: 1 day, 20:22:05, time: 0.754, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.1161, loss: 2.1161, grad_norm: 4.0648 2020-07-26 05:09:11,538 - mmaction - INFO - Epoch [37][2460/3757] lr: 2.000e-02, eta: 1 day, 20:21:51, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1314, loss: 2.1314, grad_norm: 4.1243 2020-07-26 05:09:26,040 - mmaction - INFO - Epoch [37][2480/3757] lr: 2.000e-02, eta: 1 day, 20:21:40, time: 0.731, data_time: 0.009, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2174, loss: 2.2174, grad_norm: 4.0392 2020-07-26 05:09:38,995 - mmaction - INFO - Epoch [37][2500/3757] lr: 2.000e-02, eta: 1 day, 20:21:25, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7539, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.8713 2020-07-26 05:09:53,309 - mmaction - INFO - Epoch [37][2520/3757] lr: 2.000e-02, eta: 1 day, 20:21:14, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1388, loss: 2.1388, grad_norm: 4.1444 2020-07-26 05:10:07,845 - mmaction - INFO - Epoch [37][2540/3757] lr: 2.000e-02, eta: 1 day, 20:21:02, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7469, loss_cls: 2.1686, loss: 2.1686, grad_norm: 4.0731 2020-07-26 05:10:21,144 - mmaction - INFO - Epoch [37][2560/3757] lr: 2.000e-02, eta: 1 day, 20:20:48, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2390, loss: 2.2390, grad_norm: 4.1568 2020-07-26 05:10:34,971 - mmaction - INFO - Epoch [37][2580/3757] lr: 2.000e-02, eta: 1 day, 20:20:36, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.9935 2020-07-26 05:10:48,784 - mmaction - INFO - Epoch [37][2600/3757] lr: 2.000e-02, eta: 1 day, 20:20:23, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1150, loss: 2.1150, grad_norm: 4.1058 2020-07-26 05:11:01,741 - mmaction - INFO - Epoch [37][2620/3757] lr: 2.000e-02, eta: 1 day, 20:20:09, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.9945 2020-07-26 05:11:15,041 - mmaction - INFO - Epoch [37][2640/3757] lr: 2.000e-02, eta: 1 day, 20:19:55, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1948, loss: 2.1948, grad_norm: 4.2350 2020-07-26 05:11:28,391 - mmaction - INFO - Epoch [37][2660/3757] lr: 2.000e-02, eta: 1 day, 20:19:42, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.2617, loss: 2.2617, grad_norm: 4.1371 2020-07-26 05:11:41,721 - mmaction - INFO - Epoch [37][2680/3757] lr: 2.000e-02, eta: 1 day, 20:19:28, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1467, loss: 2.1467, grad_norm: 4.2594 2020-07-26 05:11:55,956 - mmaction - INFO - Epoch [37][2700/3757] lr: 2.000e-02, eta: 1 day, 20:19:16, time: 0.712, data_time: 0.003, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7094, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.1415 2020-07-26 05:12:09,029 - mmaction - INFO - Epoch [37][2720/3757] lr: 2.000e-02, eta: 1 day, 20:19:02, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2704, loss: 2.2704, grad_norm: 4.0858 2020-07-26 05:12:22,465 - mmaction - INFO - Epoch [37][2740/3757] lr: 2.000e-02, eta: 1 day, 20:18:49, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.9687 2020-07-26 05:12:35,900 - mmaction - INFO - Epoch [37][2760/3757] lr: 2.000e-02, eta: 1 day, 20:18:35, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1299, loss: 2.1299, grad_norm: 4.1601 2020-07-26 05:12:49,515 - mmaction - INFO - Epoch [37][2780/3757] lr: 2.000e-02, eta: 1 day, 20:18:22, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2140, loss: 2.2140, grad_norm: 4.1691 2020-07-26 05:13:02,778 - mmaction - INFO - Epoch [37][2800/3757] lr: 2.000e-02, eta: 1 day, 20:18:08, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.1035, loss: 2.1035, grad_norm: 4.0768 2020-07-26 05:13:16,152 - mmaction - INFO - Epoch [37][2820/3757] lr: 2.000e-02, eta: 1 day, 20:17:55, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1008, loss: 2.1008, grad_norm: 4.0393 2020-07-26 05:13:29,250 - mmaction - INFO - Epoch [37][2840/3757] lr: 2.000e-02, eta: 1 day, 20:17:41, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1534, loss: 2.1534, grad_norm: 4.0505 2020-07-26 05:13:43,329 - mmaction - INFO - Epoch [37][2860/3757] lr: 2.000e-02, eta: 1 day, 20:17:29, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7648, loss_cls: 2.0271, loss: 2.0271, grad_norm: 4.1325 2020-07-26 05:13:56,329 - mmaction - INFO - Epoch [37][2880/3757] lr: 2.000e-02, eta: 1 day, 20:17:14, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1852, loss: 2.1852, grad_norm: 4.1565 2020-07-26 05:14:10,252 - mmaction - INFO - Epoch [37][2900/3757] lr: 2.000e-02, eta: 1 day, 20:17:02, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.0489 2020-07-26 05:14:23,486 - mmaction - INFO - Epoch [37][2920/3757] lr: 2.000e-02, eta: 1 day, 20:16:48, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7203, loss_cls: 2.2406, loss: 2.2406, grad_norm: 4.0653 2020-07-26 05:14:37,089 - mmaction - INFO - Epoch [37][2940/3757] lr: 2.000e-02, eta: 1 day, 20:16:35, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1623, loss: 2.1623, grad_norm: 4.0051 2020-07-26 05:14:50,291 - mmaction - INFO - Epoch [37][2960/3757] lr: 2.000e-02, eta: 1 day, 20:16:21, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.0877 2020-07-26 05:15:04,231 - mmaction - INFO - Epoch [37][2980/3757] lr: 2.000e-02, eta: 1 day, 20:16:09, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1441, loss: 2.1441, grad_norm: 3.9795 2020-07-26 05:15:17,902 - mmaction - INFO - Epoch [37][3000/3757] lr: 2.000e-02, eta: 1 day, 20:15:56, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.9886 2020-07-26 05:15:31,230 - mmaction - INFO - Epoch [37][3020/3757] lr: 2.000e-02, eta: 1 day, 20:15:42, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.9744 2020-07-26 05:15:44,632 - mmaction - INFO - Epoch [37][3040/3757] lr: 2.000e-02, eta: 1 day, 20:15:29, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.2399, loss: 2.2399, grad_norm: 4.0971 2020-07-26 05:15:57,915 - mmaction - INFO - Epoch [37][3060/3757] lr: 2.000e-02, eta: 1 day, 20:15:15, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.0863, loss: 2.0863, grad_norm: 3.9786 2020-07-26 05:16:11,312 - mmaction - INFO - Epoch [37][3080/3757] lr: 2.000e-02, eta: 1 day, 20:15:02, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.8830 2020-07-26 05:16:26,117 - mmaction - INFO - Epoch [37][3100/3757] lr: 2.000e-02, eta: 1 day, 20:14:50, time: 0.737, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.0910, loss: 2.0910, grad_norm: 4.1068 2020-07-26 05:16:39,094 - mmaction - INFO - Epoch [37][3120/3757] lr: 2.000e-02, eta: 1 day, 20:14:36, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0849, loss: 2.0849, grad_norm: 4.0337 2020-07-26 05:16:52,363 - mmaction - INFO - Epoch [37][3140/3757] lr: 2.000e-02, eta: 1 day, 20:14:23, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1866, loss: 2.1866, grad_norm: 4.1580 2020-07-26 05:17:06,230 - mmaction - INFO - Epoch [37][3160/3757] lr: 2.000e-02, eta: 1 day, 20:14:10, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.1700 2020-07-26 05:17:19,963 - mmaction - INFO - Epoch [37][3180/3757] lr: 2.000e-02, eta: 1 day, 20:13:57, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7359, loss_cls: 2.2757, loss: 2.2757, grad_norm: 4.1447 2020-07-26 05:17:33,235 - mmaction - INFO - Epoch [37][3200/3757] lr: 2.000e-02, eta: 1 day, 20:13:43, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.9624 2020-07-26 05:17:46,839 - mmaction - INFO - Epoch [37][3220/3757] lr: 2.000e-02, eta: 1 day, 20:13:30, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7211, loss_cls: 2.3126, loss: 2.3126, grad_norm: 4.2188 2020-07-26 05:17:59,967 - mmaction - INFO - Epoch [37][3240/3757] lr: 2.000e-02, eta: 1 day, 20:13:16, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7016, loss_cls: 2.3688, loss: 2.3688, grad_norm: 3.9853 2020-07-26 05:18:13,605 - mmaction - INFO - Epoch [37][3260/3757] lr: 2.000e-02, eta: 1 day, 20:13:03, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1871, loss: 2.1871, grad_norm: 4.0359 2020-07-26 05:18:27,210 - mmaction - INFO - Epoch [37][3280/3757] lr: 2.000e-02, eta: 1 day, 20:12:50, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.1432, loss: 2.1432, grad_norm: 4.1292 2020-07-26 05:18:41,265 - mmaction - INFO - Epoch [37][3300/3757] lr: 2.000e-02, eta: 1 day, 20:12:38, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2325, loss: 2.2325, grad_norm: 4.1723 2020-07-26 05:18:54,460 - mmaction - INFO - Epoch [37][3320/3757] lr: 2.000e-02, eta: 1 day, 20:12:24, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.9137 2020-07-26 05:19:08,091 - mmaction - INFO - Epoch [37][3340/3757] lr: 2.000e-02, eta: 1 day, 20:12:11, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1316, loss: 2.1316, grad_norm: 4.0220 2020-07-26 05:19:21,693 - mmaction - INFO - Epoch [37][3360/3757] lr: 2.000e-02, eta: 1 day, 20:11:58, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.0977 2020-07-26 05:19:36,268 - mmaction - INFO - Epoch [37][3380/3757] lr: 2.000e-02, eta: 1 day, 20:11:46, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.9801 2020-07-26 05:19:49,567 - mmaction - INFO - Epoch [37][3400/3757] lr: 2.000e-02, eta: 1 day, 20:11:33, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1615, loss: 2.1615, grad_norm: 4.0301 2020-07-26 05:20:03,446 - mmaction - INFO - Epoch [37][3420/3757] lr: 2.000e-02, eta: 1 day, 20:11:20, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.2017, loss: 2.2017, grad_norm: 4.0915 2020-07-26 05:20:17,134 - mmaction - INFO - Epoch [37][3440/3757] lr: 2.000e-02, eta: 1 day, 20:11:07, time: 0.685, data_time: 0.002, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7539, loss_cls: 2.1858, loss: 2.1858, grad_norm: 4.0503 2020-07-26 05:20:30,440 - mmaction - INFO - Epoch [37][3460/3757] lr: 2.000e-02, eta: 1 day, 20:10:53, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1089, loss: 2.1089, grad_norm: 4.0419 2020-07-26 05:20:44,260 - mmaction - INFO - Epoch [37][3480/3757] lr: 2.000e-02, eta: 1 day, 20:10:41, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1586, loss: 2.1586, grad_norm: 4.2277 2020-07-26 05:20:57,614 - mmaction - INFO - Epoch [37][3500/3757] lr: 2.000e-02, eta: 1 day, 20:10:27, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7234, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.9634 2020-07-26 05:21:11,036 - mmaction - INFO - Epoch [37][3520/3757] lr: 2.000e-02, eta: 1 day, 20:10:14, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.9500 2020-07-26 05:21:24,615 - mmaction - INFO - Epoch [37][3540/3757] lr: 2.000e-02, eta: 1 day, 20:10:01, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.9776 2020-07-26 05:21:38,654 - mmaction - INFO - Epoch [37][3560/3757] lr: 2.000e-02, eta: 1 day, 20:09:48, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.9946 2020-07-26 05:21:51,885 - mmaction - INFO - Epoch [37][3580/3757] lr: 2.000e-02, eta: 1 day, 20:09:34, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1881, loss: 2.1881, grad_norm: 4.1346 2020-07-26 05:22:04,926 - mmaction - INFO - Epoch [37][3600/3757] lr: 2.000e-02, eta: 1 day, 20:09:20, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.9789 2020-07-26 05:22:18,593 - mmaction - INFO - Epoch [37][3620/3757] lr: 2.000e-02, eta: 1 day, 20:09:07, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4766, top5_acc: 0.7336, loss_cls: 2.2420, loss: 2.2420, grad_norm: 4.0489 2020-07-26 05:22:31,649 - mmaction - INFO - Epoch [37][3640/3757] lr: 2.000e-02, eta: 1 day, 20:08:53, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1451, loss: 2.1451, grad_norm: 3.9832 2020-07-26 05:22:45,262 - mmaction - INFO - Epoch [37][3660/3757] lr: 2.000e-02, eta: 1 day, 20:08:40, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.1034 2020-07-26 05:22:58,598 - mmaction - INFO - Epoch [37][3680/3757] lr: 2.000e-02, eta: 1 day, 20:08:27, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.2969, loss: 2.2969, grad_norm: 4.1848 2020-07-26 05:23:12,588 - mmaction - INFO - Epoch [37][3700/3757] lr: 2.000e-02, eta: 1 day, 20:08:14, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2105, loss: 2.2105, grad_norm: 4.1800 2020-07-26 05:23:26,408 - mmaction - INFO - Epoch [37][3720/3757] lr: 2.000e-02, eta: 1 day, 20:08:01, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1335, loss: 2.1335, grad_norm: 4.1201 2020-07-26 05:23:40,496 - mmaction - INFO - Epoch [37][3740/3757] lr: 2.000e-02, eta: 1 day, 20:07:49, time: 0.705, data_time: 0.003, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1514, loss: 2.1514, grad_norm: 4.1457 2020-07-26 05:23:51,830 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-07-26 05:24:18,167 - mmaction - INFO - Epoch [38][20/3757] lr: 2.000e-02, eta: 1 day, 20:07:25, time: 1.246, data_time: 0.601, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.1341, loss: 2.1341, grad_norm: 4.1329 2020-07-26 05:24:30,702 - mmaction - INFO - Epoch [38][40/3757] lr: 2.000e-02, eta: 1 day, 20:07:10, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.0569, loss: 2.0569, grad_norm: 4.0723 2020-07-26 05:24:43,583 - mmaction - INFO - Epoch [38][60/3757] lr: 2.000e-02, eta: 1 day, 20:06:55, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.2499 2020-07-26 05:24:57,240 - mmaction - INFO - Epoch [38][80/3757] lr: 2.000e-02, eta: 1 day, 20:06:42, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.1039, loss: 2.1039, grad_norm: 3.9820 2020-07-26 05:25:10,140 - mmaction - INFO - Epoch [38][100/3757] lr: 2.000e-02, eta: 1 day, 20:06:28, time: 0.651, data_time: 0.010, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0949, loss: 2.0949, grad_norm: 4.0305 2020-07-26 05:25:23,300 - mmaction - INFO - Epoch [38][120/3757] lr: 2.000e-02, eta: 1 day, 20:06:14, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1243, loss: 2.1243, grad_norm: 4.0310 2020-07-26 05:25:36,753 - mmaction - INFO - Epoch [38][140/3757] lr: 2.000e-02, eta: 1 day, 20:06:01, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0699, loss: 2.0699, grad_norm: 4.1772 2020-07-26 05:25:50,879 - mmaction - INFO - Epoch [38][160/3757] lr: 2.000e-02, eta: 1 day, 20:05:48, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1684, loss: 2.1684, grad_norm: 4.0965 2020-07-26 05:26:04,965 - mmaction - INFO - Epoch [38][180/3757] lr: 2.000e-02, eta: 1 day, 20:05:36, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0756, loss: 2.0756, grad_norm: 4.0984 2020-07-26 05:26:18,381 - mmaction - INFO - Epoch [38][200/3757] lr: 2.000e-02, eta: 1 day, 20:05:23, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1500, loss: 2.1500, grad_norm: 4.0002 2020-07-26 05:26:31,938 - mmaction - INFO - Epoch [38][220/3757] lr: 2.000e-02, eta: 1 day, 20:05:10, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.0728 2020-07-26 05:26:45,069 - mmaction - INFO - Epoch [38][240/3757] lr: 2.000e-02, eta: 1 day, 20:04:56, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0898, loss: 2.0898, grad_norm: 4.1530 2020-07-26 05:26:58,915 - mmaction - INFO - Epoch [38][260/3757] lr: 2.000e-02, eta: 1 day, 20:04:43, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1778, loss: 2.1778, grad_norm: 4.1018 2020-07-26 05:27:13,474 - mmaction - INFO - Epoch [38][280/3757] lr: 2.000e-02, eta: 1 day, 20:04:31, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0711, loss: 2.0711, grad_norm: 3.9709 2020-07-26 05:27:26,860 - mmaction - INFO - Epoch [38][300/3757] lr: 2.000e-02, eta: 1 day, 20:04:18, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0833, loss: 2.0833, grad_norm: 4.2746 2020-07-26 05:27:41,594 - mmaction - INFO - Epoch [38][320/3757] lr: 2.000e-02, eta: 1 day, 20:04:07, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.9666 2020-07-26 05:27:54,755 - mmaction - INFO - Epoch [38][340/3757] lr: 2.000e-02, eta: 1 day, 20:03:53, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1821, loss: 2.1821, grad_norm: 4.0185 2020-07-26 05:28:08,962 - mmaction - INFO - Epoch [38][360/3757] lr: 2.000e-02, eta: 1 day, 20:03:41, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.1038, loss: 2.1038, grad_norm: 4.0490 2020-07-26 05:28:22,353 - mmaction - INFO - Epoch [38][380/3757] lr: 2.000e-02, eta: 1 day, 20:03:27, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1190, loss: 2.1190, grad_norm: 3.9450 2020-07-26 05:28:35,963 - mmaction - INFO - Epoch [38][400/3757] lr: 2.000e-02, eta: 1 day, 20:03:14, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1895, loss: 2.1895, grad_norm: 4.2093 2020-07-26 05:28:49,563 - mmaction - INFO - Epoch [38][420/3757] lr: 2.000e-02, eta: 1 day, 20:03:01, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.0994, loss: 2.0994, grad_norm: 4.1429 2020-07-26 05:29:03,767 - mmaction - INFO - Epoch [38][440/3757] lr: 2.000e-02, eta: 1 day, 20:02:49, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2381, loss: 2.2381, grad_norm: 4.2268 2020-07-26 05:29:17,459 - mmaction - INFO - Epoch [38][460/3757] lr: 2.000e-02, eta: 1 day, 20:02:36, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 2.0348, loss: 2.0348, grad_norm: 4.0234 2020-07-26 05:29:31,797 - mmaction - INFO - Epoch [38][480/3757] lr: 2.000e-02, eta: 1 day, 20:02:24, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1653, loss: 2.1653, grad_norm: 4.0498 2020-07-26 05:29:44,911 - mmaction - INFO - Epoch [38][500/3757] lr: 2.000e-02, eta: 1 day, 20:02:10, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0695, loss: 2.0695, grad_norm: 3.9574 2020-07-26 05:29:58,579 - mmaction - INFO - Epoch [38][520/3757] lr: 2.000e-02, eta: 1 day, 20:01:57, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7797, loss_cls: 1.9951, loss: 1.9951, grad_norm: 4.0953 2020-07-26 05:30:11,598 - mmaction - INFO - Epoch [38][540/3757] lr: 2.000e-02, eta: 1 day, 20:01:43, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7578, loss_cls: 2.1022, loss: 2.1022, grad_norm: 4.0520 2020-07-26 05:30:25,865 - mmaction - INFO - Epoch [38][560/3757] lr: 2.000e-02, eta: 1 day, 20:01:31, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1797, loss: 2.1797, grad_norm: 4.1588 2020-07-26 05:30:39,623 - mmaction - INFO - Epoch [38][580/3757] lr: 2.000e-02, eta: 1 day, 20:01:18, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0761, loss: 2.0761, grad_norm: 4.0013 2020-07-26 05:30:52,764 - mmaction - INFO - Epoch [38][600/3757] lr: 2.000e-02, eta: 1 day, 20:01:04, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1110, loss: 2.1110, grad_norm: 4.1075 2020-07-26 05:31:06,812 - mmaction - INFO - Epoch [38][620/3757] lr: 2.000e-02, eta: 1 day, 20:00:52, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.9867 2020-07-26 05:31:19,725 - mmaction - INFO - Epoch [38][640/3757] lr: 2.000e-02, eta: 1 day, 20:00:38, time: 0.645, data_time: 0.002, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0560, loss: 2.0560, grad_norm: 3.9342 2020-07-26 05:31:33,849 - mmaction - INFO - Epoch [38][660/3757] lr: 2.000e-02, eta: 1 day, 20:00:25, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.1266, loss: 2.1266, grad_norm: 4.2063 2020-07-26 05:31:47,342 - mmaction - INFO - Epoch [38][680/3757] lr: 2.000e-02, eta: 1 day, 20:00:12, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2015, loss: 2.2015, grad_norm: 4.1512 2020-07-26 05:32:00,961 - mmaction - INFO - Epoch [38][700/3757] lr: 2.000e-02, eta: 1 day, 19:59:59, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1924, loss: 2.1924, grad_norm: 4.0951 2020-07-26 05:32:15,100 - mmaction - INFO - Epoch [38][720/3757] lr: 2.000e-02, eta: 1 day, 19:59:47, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1702, loss: 2.1702, grad_norm: 4.2186 2020-07-26 05:32:28,252 - mmaction - INFO - Epoch [38][740/3757] lr: 2.000e-02, eta: 1 day, 19:59:33, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.8963 2020-07-26 05:32:41,356 - mmaction - INFO - Epoch [38][760/3757] lr: 2.000e-02, eta: 1 day, 19:59:19, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2224, loss: 2.2224, grad_norm: 4.2244 2020-07-26 05:32:55,925 - mmaction - INFO - Epoch [38][780/3757] lr: 2.000e-02, eta: 1 day, 19:59:07, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.9779 2020-07-26 05:33:10,612 - mmaction - INFO - Epoch [38][800/3757] lr: 2.000e-02, eta: 1 day, 19:58:56, time: 0.736, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1122, loss: 2.1122, grad_norm: 4.2639 2020-07-26 05:33:24,279 - mmaction - INFO - Epoch [38][820/3757] lr: 2.000e-02, eta: 1 day, 19:58:43, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1593, loss: 2.1593, grad_norm: 4.1208 2020-07-26 05:33:37,121 - mmaction - INFO - Epoch [38][840/3757] lr: 2.000e-02, eta: 1 day, 19:58:29, time: 0.642, data_time: 0.002, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0881, loss: 2.0881, grad_norm: 4.0315 2020-07-26 05:33:51,242 - mmaction - INFO - Epoch [38][860/3757] lr: 2.000e-02, eta: 1 day, 19:58:16, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.1086, loss: 2.1086, grad_norm: 4.1615 2020-07-26 05:34:05,116 - mmaction - INFO - Epoch [38][880/3757] lr: 2.000e-02, eta: 1 day, 19:58:04, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7562, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.9322 2020-07-26 05:34:18,403 - mmaction - INFO - Epoch [38][900/3757] lr: 2.000e-02, eta: 1 day, 19:57:50, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1237, loss: 2.1237, grad_norm: 4.0320 2020-07-26 05:34:31,638 - mmaction - INFO - Epoch [38][920/3757] lr: 2.000e-02, eta: 1 day, 19:57:36, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.0874, loss: 2.0874, grad_norm: 4.1856 2020-07-26 05:34:45,849 - mmaction - INFO - Epoch [38][940/3757] lr: 2.000e-02, eta: 1 day, 19:57:24, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7430, loss_cls: 2.0774, loss: 2.0774, grad_norm: 4.1094 2020-07-26 05:34:58,822 - mmaction - INFO - Epoch [38][960/3757] lr: 2.000e-02, eta: 1 day, 19:57:10, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1139, loss: 2.1139, grad_norm: 4.1667 2020-07-26 05:35:12,024 - mmaction - INFO - Epoch [38][980/3757] lr: 2.000e-02, eta: 1 day, 19:56:56, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1737, loss: 2.1737, grad_norm: 4.2463 2020-07-26 05:35:25,322 - mmaction - INFO - Epoch [38][1000/3757] lr: 2.000e-02, eta: 1 day, 19:56:43, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.1047, loss: 2.1047, grad_norm: 3.9324 2020-07-26 05:35:39,214 - mmaction - INFO - Epoch [38][1020/3757] lr: 2.000e-02, eta: 1 day, 19:56:30, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.1593, loss: 2.1593, grad_norm: 4.2213 2020-07-26 05:35:53,401 - mmaction - INFO - Epoch [38][1040/3757] lr: 2.000e-02, eta: 1 day, 19:56:18, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.9904 2020-07-26 05:36:06,608 - mmaction - INFO - Epoch [38][1060/3757] lr: 2.000e-02, eta: 1 day, 19:56:04, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2019, loss: 2.2019, grad_norm: 4.1113 2020-07-26 05:36:20,587 - mmaction - INFO - Epoch [38][1080/3757] lr: 2.000e-02, eta: 1 day, 19:55:52, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1280, loss: 2.1280, grad_norm: 4.0691 2020-07-26 05:36:35,078 - mmaction - INFO - Epoch [38][1100/3757] lr: 2.000e-02, eta: 1 day, 19:55:40, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1019, loss: 2.1019, grad_norm: 4.0143 2020-07-26 05:36:48,610 - mmaction - INFO - Epoch [38][1120/3757] lr: 2.000e-02, eta: 1 day, 19:55:27, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1327, loss: 2.1327, grad_norm: 4.0241 2020-07-26 05:37:02,407 - mmaction - INFO - Epoch [38][1140/3757] lr: 2.000e-02, eta: 1 day, 19:55:14, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0564, loss: 2.0564, grad_norm: 4.1030 2020-07-26 05:37:15,589 - mmaction - INFO - Epoch [38][1160/3757] lr: 2.000e-02, eta: 1 day, 19:55:00, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.1035, loss: 2.1035, grad_norm: 4.1157 2020-07-26 05:37:29,417 - mmaction - INFO - Epoch [38][1180/3757] lr: 2.000e-02, eta: 1 day, 19:54:47, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1078, loss: 2.1078, grad_norm: 4.0797 2020-07-26 05:37:43,789 - mmaction - INFO - Epoch [38][1200/3757] lr: 2.000e-02, eta: 1 day, 19:54:35, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.9976 2020-07-26 05:37:58,244 - mmaction - INFO - Epoch [38][1220/3757] lr: 2.000e-02, eta: 1 day, 19:54:24, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2060, loss: 2.2060, grad_norm: 4.2121 2020-07-26 05:38:12,690 - mmaction - INFO - Epoch [38][1240/3757] lr: 2.000e-02, eta: 1 day, 19:54:12, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7539, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.9740 2020-07-26 05:38:25,644 - mmaction - INFO - Epoch [38][1260/3757] lr: 2.000e-02, eta: 1 day, 19:53:58, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.9231 2020-07-26 05:38:39,556 - mmaction - INFO - Epoch [38][1280/3757] lr: 2.000e-02, eta: 1 day, 19:53:45, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1387, loss: 2.1387, grad_norm: 4.2373 2020-07-26 05:38:53,983 - mmaction - INFO - Epoch [38][1300/3757] lr: 2.000e-02, eta: 1 day, 19:53:34, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1431, loss: 2.1431, grad_norm: 4.1215 2020-07-26 05:39:07,885 - mmaction - INFO - Epoch [38][1320/3757] lr: 2.000e-02, eta: 1 day, 19:53:21, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2415, loss: 2.2415, grad_norm: 4.1211 2020-07-26 05:39:20,856 - mmaction - INFO - Epoch [38][1340/3757] lr: 2.000e-02, eta: 1 day, 19:53:07, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.1627, loss: 2.1627, grad_norm: 4.0840 2020-07-26 05:39:34,134 - mmaction - INFO - Epoch [38][1360/3757] lr: 2.000e-02, eta: 1 day, 19:52:53, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1644, loss: 2.1644, grad_norm: 4.0616 2020-07-26 05:39:47,671 - mmaction - INFO - Epoch [38][1380/3757] lr: 2.000e-02, eta: 1 day, 19:52:40, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1117, loss: 2.1117, grad_norm: 4.1714 2020-07-26 05:40:01,721 - mmaction - INFO - Epoch [38][1400/3757] lr: 2.000e-02, eta: 1 day, 19:52:27, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.9118 2020-07-26 05:40:14,630 - mmaction - INFO - Epoch [38][1420/3757] lr: 2.000e-02, eta: 1 day, 19:52:13, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.1802, loss: 2.1802, grad_norm: 4.1148 2020-07-26 05:40:27,749 - mmaction - INFO - Epoch [38][1440/3757] lr: 2.000e-02, eta: 1 day, 19:51:59, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7352, loss_cls: 2.1192, loss: 2.1192, grad_norm: 4.0026 2020-07-26 05:40:42,527 - mmaction - INFO - Epoch [38][1460/3757] lr: 2.000e-02, eta: 1 day, 19:51:48, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.9983 2020-07-26 05:40:55,877 - mmaction - INFO - Epoch [38][1480/3757] lr: 2.000e-02, eta: 1 day, 19:51:34, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7273, loss_cls: 2.2304, loss: 2.2304, grad_norm: 4.1107 2020-07-26 05:41:09,296 - mmaction - INFO - Epoch [38][1500/3757] lr: 2.000e-02, eta: 1 day, 19:51:21, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1153, loss: 2.1153, grad_norm: 4.1119 2020-07-26 05:41:23,269 - mmaction - INFO - Epoch [38][1520/3757] lr: 2.000e-02, eta: 1 day, 19:51:08, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1709, loss: 2.1709, grad_norm: 4.3302 2020-07-26 05:41:36,998 - mmaction - INFO - Epoch [38][1540/3757] lr: 2.000e-02, eta: 1 day, 19:50:56, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1324, loss: 2.1324, grad_norm: 3.9902 2020-07-26 05:41:50,003 - mmaction - INFO - Epoch [38][1560/3757] lr: 2.000e-02, eta: 1 day, 19:50:41, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0849, loss: 2.0849, grad_norm: 4.2645 2020-07-26 05:42:03,351 - mmaction - INFO - Epoch [38][1580/3757] lr: 2.000e-02, eta: 1 day, 19:50:28, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1073, loss: 2.1073, grad_norm: 4.0792 2020-07-26 05:42:17,372 - mmaction - INFO - Epoch [38][1600/3757] lr: 2.000e-02, eta: 1 day, 19:50:15, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7273, loss_cls: 2.2197, loss: 2.2197, grad_norm: 4.1660 2020-07-26 05:42:31,270 - mmaction - INFO - Epoch [38][1620/3757] lr: 2.000e-02, eta: 1 day, 19:50:03, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.1998, loss: 2.1998, grad_norm: 4.1200 2020-07-26 05:42:44,426 - mmaction - INFO - Epoch [38][1640/3757] lr: 2.000e-02, eta: 1 day, 19:49:49, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2019, loss: 2.2019, grad_norm: 4.1525 2020-07-26 05:42:58,319 - mmaction - INFO - Epoch [38][1660/3757] lr: 2.000e-02, eta: 1 day, 19:49:36, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7430, loss_cls: 2.1863, loss: 2.1863, grad_norm: 4.0946 2020-07-26 05:43:12,241 - mmaction - INFO - Epoch [38][1680/3757] lr: 2.000e-02, eta: 1 day, 19:49:24, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1096, loss: 2.1096, grad_norm: 4.0621 2020-07-26 05:43:25,360 - mmaction - INFO - Epoch [38][1700/3757] lr: 2.000e-02, eta: 1 day, 19:49:10, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1443, loss: 2.1443, grad_norm: 4.0192 2020-07-26 05:43:38,877 - mmaction - INFO - Epoch [38][1720/3757] lr: 2.000e-02, eta: 1 day, 19:48:57, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1716, loss: 2.1716, grad_norm: 4.0773 2020-07-26 05:43:52,712 - mmaction - INFO - Epoch [38][1740/3757] lr: 2.000e-02, eta: 1 day, 19:48:44, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1752, loss: 2.1752, grad_norm: 4.0793 2020-07-26 05:44:06,800 - mmaction - INFO - Epoch [38][1760/3757] lr: 2.000e-02, eta: 1 day, 19:48:31, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2454, loss: 2.2454, grad_norm: 4.0503 2020-07-26 05:44:20,248 - mmaction - INFO - Epoch [38][1780/3757] lr: 2.000e-02, eta: 1 day, 19:48:18, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2278, loss: 2.2278, grad_norm: 4.0597 2020-07-26 05:44:33,964 - mmaction - INFO - Epoch [38][1800/3757] lr: 2.000e-02, eta: 1 day, 19:48:05, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.0934, loss: 2.0934, grad_norm: 3.9375 2020-07-26 05:44:47,888 - mmaction - INFO - Epoch [38][1820/3757] lr: 2.000e-02, eta: 1 day, 19:47:53, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.1464 2020-07-26 05:45:01,667 - mmaction - INFO - Epoch [38][1840/3757] lr: 2.000e-02, eta: 1 day, 19:47:40, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7141, loss_cls: 2.2939, loss: 2.2939, grad_norm: 4.0323 2020-07-26 05:45:15,342 - mmaction - INFO - Epoch [38][1860/3757] lr: 2.000e-02, eta: 1 day, 19:47:27, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.9571 2020-07-26 05:45:28,572 - mmaction - INFO - Epoch [38][1880/3757] lr: 2.000e-02, eta: 1 day, 19:47:13, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.9986 2020-07-26 05:45:42,824 - mmaction - INFO - Epoch [38][1900/3757] lr: 2.000e-02, eta: 1 day, 19:47:01, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0424, loss: 2.0424, grad_norm: 4.1047 2020-07-26 05:45:56,040 - mmaction - INFO - Epoch [38][1920/3757] lr: 2.000e-02, eta: 1 day, 19:46:47, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2855, loss: 2.2855, grad_norm: 4.0499 2020-07-26 05:46:09,950 - mmaction - INFO - Epoch [38][1940/3757] lr: 2.000e-02, eta: 1 day, 19:46:34, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0770, loss: 2.0770, grad_norm: 4.0123 2020-07-26 05:46:23,805 - mmaction - INFO - Epoch [38][1960/3757] lr: 2.000e-02, eta: 1 day, 19:46:22, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1817, loss: 2.1817, grad_norm: 4.2195 2020-07-26 05:46:38,023 - mmaction - INFO - Epoch [38][1980/3757] lr: 2.000e-02, eta: 1 day, 19:46:10, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1446, loss: 2.1446, grad_norm: 4.0917 2020-07-26 05:46:51,903 - mmaction - INFO - Epoch [38][2000/3757] lr: 2.000e-02, eta: 1 day, 19:45:57, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.2393 2020-07-26 05:47:05,727 - mmaction - INFO - Epoch [38][2020/3757] lr: 2.000e-02, eta: 1 day, 19:45:44, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7578, loss_cls: 2.1539, loss: 2.1539, grad_norm: 4.1852 2020-07-26 05:47:18,697 - mmaction - INFO - Epoch [38][2040/3757] lr: 2.000e-02, eta: 1 day, 19:45:30, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.2081, loss: 2.2081, grad_norm: 4.1087 2020-07-26 05:47:32,017 - mmaction - INFO - Epoch [38][2060/3757] lr: 2.000e-02, eta: 1 day, 19:45:16, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1327, loss: 2.1327, grad_norm: 4.0354 2020-07-26 05:47:45,420 - mmaction - INFO - Epoch [38][2080/3757] lr: 2.000e-02, eta: 1 day, 19:45:03, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1880, loss: 2.1880, grad_norm: 4.0445 2020-07-26 05:47:58,523 - mmaction - INFO - Epoch [38][2100/3757] lr: 2.000e-02, eta: 1 day, 19:44:49, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1273, loss: 2.1273, grad_norm: 4.1078 2020-07-26 05:48:12,371 - mmaction - INFO - Epoch [38][2120/3757] lr: 2.000e-02, eta: 1 day, 19:44:36, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2279, loss: 2.2279, grad_norm: 4.1016 2020-07-26 05:48:26,223 - mmaction - INFO - Epoch [38][2140/3757] lr: 2.000e-02, eta: 1 day, 19:44:24, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.0624 2020-07-26 05:48:39,733 - mmaction - INFO - Epoch [38][2160/3757] lr: 2.000e-02, eta: 1 day, 19:44:10, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1592, loss: 2.1592, grad_norm: 4.1328 2020-07-26 05:48:53,194 - mmaction - INFO - Epoch [38][2180/3757] lr: 2.000e-02, eta: 1 day, 19:43:57, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7383, loss_cls: 2.1575, loss: 2.1575, grad_norm: 4.0097 2020-07-26 05:49:06,273 - mmaction - INFO - Epoch [38][2200/3757] lr: 2.000e-02, eta: 1 day, 19:43:43, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.0071 2020-07-26 05:49:20,136 - mmaction - INFO - Epoch [38][2220/3757] lr: 2.000e-02, eta: 1 day, 19:43:30, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7609, loss_cls: 2.1198, loss: 2.1198, grad_norm: 4.2565 2020-07-26 05:49:33,581 - mmaction - INFO - Epoch [38][2240/3757] lr: 2.000e-02, eta: 1 day, 19:43:17, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0485, loss: 2.0485, grad_norm: 4.0759 2020-07-26 05:49:47,668 - mmaction - INFO - Epoch [38][2260/3757] lr: 2.000e-02, eta: 1 day, 19:43:04, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.2846 2020-07-26 05:50:00,511 - mmaction - INFO - Epoch [38][2280/3757] lr: 2.000e-02, eta: 1 day, 19:42:50, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.0921, loss: 2.0921, grad_norm: 4.0736 2020-07-26 05:50:14,410 - mmaction - INFO - Epoch [38][2300/3757] lr: 2.000e-02, eta: 1 day, 19:42:37, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.9646 2020-07-26 05:50:27,512 - mmaction - INFO - Epoch [38][2320/3757] lr: 2.000e-02, eta: 1 day, 19:42:23, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2370, loss: 2.2370, grad_norm: 4.0614 2020-07-26 05:50:40,694 - mmaction - INFO - Epoch [38][2340/3757] lr: 2.000e-02, eta: 1 day, 19:42:10, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0547, loss: 2.0547, grad_norm: 3.9919 2020-07-26 05:50:54,064 - mmaction - INFO - Epoch [38][2360/3757] lr: 2.000e-02, eta: 1 day, 19:41:56, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0719, loss: 2.0719, grad_norm: 4.0834 2020-07-26 05:51:07,242 - mmaction - INFO - Epoch [38][2380/3757] lr: 2.000e-02, eta: 1 day, 19:41:42, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1594, loss: 2.1594, grad_norm: 4.2152 2020-07-26 05:51:20,594 - mmaction - INFO - Epoch [38][2400/3757] lr: 2.000e-02, eta: 1 day, 19:41:29, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.2740, loss: 2.2740, grad_norm: 4.1670 2020-07-26 05:51:35,042 - mmaction - INFO - Epoch [38][2420/3757] lr: 2.000e-02, eta: 1 day, 19:41:17, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.9514 2020-07-26 05:51:48,573 - mmaction - INFO - Epoch [38][2440/3757] lr: 2.000e-02, eta: 1 day, 19:41:04, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1900, loss: 2.1900, grad_norm: 4.1331 2020-07-26 05:52:02,899 - mmaction - INFO - Epoch [38][2460/3757] lr: 2.000e-02, eta: 1 day, 19:40:52, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1352, loss: 2.1352, grad_norm: 4.0380 2020-07-26 05:52:16,710 - mmaction - INFO - Epoch [38][2480/3757] lr: 2.000e-02, eta: 1 day, 19:40:39, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1714, loss: 2.1714, grad_norm: 4.1264 2020-07-26 05:52:30,432 - mmaction - INFO - Epoch [38][2500/3757] lr: 2.000e-02, eta: 1 day, 19:40:26, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1675, loss: 2.1675, grad_norm: 4.0842 2020-07-26 05:52:43,449 - mmaction - INFO - Epoch [38][2520/3757] lr: 2.000e-02, eta: 1 day, 19:40:12, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0489, loss: 2.0489, grad_norm: 4.1039 2020-07-26 05:52:57,215 - mmaction - INFO - Epoch [38][2540/3757] lr: 2.000e-02, eta: 1 day, 19:39:59, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.2036, loss: 2.2036, grad_norm: 4.0718 2020-07-26 05:53:10,514 - mmaction - INFO - Epoch [38][2560/3757] lr: 2.000e-02, eta: 1 day, 19:39:45, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1976, loss: 2.1976, grad_norm: 4.2104 2020-07-26 05:53:23,578 - mmaction - INFO - Epoch [38][2580/3757] lr: 2.000e-02, eta: 1 day, 19:39:31, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.9028 2020-07-26 05:53:37,689 - mmaction - INFO - Epoch [38][2600/3757] lr: 2.000e-02, eta: 1 day, 19:39:19, time: 0.706, data_time: 0.002, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1812, loss: 2.1812, grad_norm: 4.1803 2020-07-26 05:53:51,322 - mmaction - INFO - Epoch [38][2620/3757] lr: 2.000e-02, eta: 1 day, 19:39:06, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2346, loss: 2.2346, grad_norm: 4.0481 2020-07-26 05:54:04,988 - mmaction - INFO - Epoch [38][2640/3757] lr: 2.000e-02, eta: 1 day, 19:38:53, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9812, loss: 1.9812, grad_norm: 3.9406 2020-07-26 05:54:18,303 - mmaction - INFO - Epoch [38][2660/3757] lr: 2.000e-02, eta: 1 day, 19:38:39, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1885, loss: 2.1885, grad_norm: 4.0141 2020-07-26 05:54:31,721 - mmaction - INFO - Epoch [38][2680/3757] lr: 2.000e-02, eta: 1 day, 19:38:26, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.9398 2020-07-26 05:54:45,805 - mmaction - INFO - Epoch [38][2700/3757] lr: 2.000e-02, eta: 1 day, 19:38:14, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7609, loss_cls: 2.1147, loss: 2.1147, grad_norm: 4.0821 2020-07-26 05:54:59,462 - mmaction - INFO - Epoch [38][2720/3757] lr: 2.000e-02, eta: 1 day, 19:38:00, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1656, loss: 2.1656, grad_norm: 4.1252 2020-07-26 05:55:12,663 - mmaction - INFO - Epoch [38][2740/3757] lr: 2.000e-02, eta: 1 day, 19:37:47, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7602, loss_cls: 2.0851, loss: 2.0851, grad_norm: 4.0724 2020-07-26 05:55:26,657 - mmaction - INFO - Epoch [38][2760/3757] lr: 2.000e-02, eta: 1 day, 19:37:34, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2524, loss: 2.2524, grad_norm: 4.1478 2020-07-26 05:55:40,118 - mmaction - INFO - Epoch [38][2780/3757] lr: 2.000e-02, eta: 1 day, 19:37:21, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1679, loss: 2.1679, grad_norm: 4.1078 2020-07-26 05:55:53,117 - mmaction - INFO - Epoch [38][2800/3757] lr: 2.000e-02, eta: 1 day, 19:37:07, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.9682 2020-07-26 05:56:08,067 - mmaction - INFO - Epoch [38][2820/3757] lr: 2.000e-02, eta: 1 day, 19:36:56, time: 0.745, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.9433 2020-07-26 05:56:22,309 - mmaction - INFO - Epoch [38][2840/3757] lr: 2.000e-02, eta: 1 day, 19:36:44, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.9212 2020-07-26 05:56:36,394 - mmaction - INFO - Epoch [38][2860/3757] lr: 2.000e-02, eta: 1 day, 19:36:31, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.0281 2020-07-26 05:56:50,637 - mmaction - INFO - Epoch [38][2880/3757] lr: 2.000e-02, eta: 1 day, 19:36:19, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2096, loss: 2.2096, grad_norm: 4.0377 2020-07-26 05:57:04,495 - mmaction - INFO - Epoch [38][2900/3757] lr: 2.000e-02, eta: 1 day, 19:36:07, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.2284, loss: 2.2284, grad_norm: 4.1489 2020-07-26 05:57:17,749 - mmaction - INFO - Epoch [38][2920/3757] lr: 2.000e-02, eta: 1 day, 19:35:53, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0937, loss: 2.0937, grad_norm: 4.0841 2020-07-26 05:57:31,166 - mmaction - INFO - Epoch [38][2940/3757] lr: 2.000e-02, eta: 1 day, 19:35:39, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.1111 2020-07-26 05:57:45,507 - mmaction - INFO - Epoch [38][2960/3757] lr: 2.000e-02, eta: 1 day, 19:35:27, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2025, loss: 2.2025, grad_norm: 4.1569 2020-07-26 05:58:00,304 - mmaction - INFO - Epoch [38][2980/3757] lr: 2.000e-02, eta: 1 day, 19:35:16, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1453, loss: 2.1453, grad_norm: 4.0880 2020-07-26 05:58:13,097 - mmaction - INFO - Epoch [38][3000/3757] lr: 2.000e-02, eta: 1 day, 19:35:02, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.0941 2020-07-26 05:58:26,505 - mmaction - INFO - Epoch [38][3020/3757] lr: 2.000e-02, eta: 1 day, 19:34:48, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.0638, loss: 2.0638, grad_norm: 4.0346 2020-07-26 05:58:40,992 - mmaction - INFO - Epoch [38][3040/3757] lr: 2.000e-02, eta: 1 day, 19:34:37, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.8048 2020-07-26 05:58:55,292 - mmaction - INFO - Epoch [38][3060/3757] lr: 2.000e-02, eta: 1 day, 19:34:25, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.2165, loss: 2.2165, grad_norm: 4.0851 2020-07-26 05:59:08,193 - mmaction - INFO - Epoch [38][3080/3757] lr: 2.000e-02, eta: 1 day, 19:34:10, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1758, loss: 2.1758, grad_norm: 4.0717 2020-07-26 05:59:21,594 - mmaction - INFO - Epoch [38][3100/3757] lr: 2.000e-02, eta: 1 day, 19:33:57, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.2259, loss: 2.2259, grad_norm: 4.0852 2020-07-26 05:59:35,107 - mmaction - INFO - Epoch [38][3120/3757] lr: 2.000e-02, eta: 1 day, 19:33:44, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3013, loss: 2.3013, grad_norm: 4.8540 2020-07-26 05:59:48,615 - mmaction - INFO - Epoch [38][3140/3757] lr: 2.000e-02, eta: 1 day, 19:33:30, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1936, loss: 2.1936, grad_norm: 4.2084 2020-07-26 06:00:03,166 - mmaction - INFO - Epoch [38][3160/3757] lr: 2.000e-02, eta: 1 day, 19:33:18, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.3052, loss: 2.3052, grad_norm: 4.1090 2020-07-26 06:00:16,727 - mmaction - INFO - Epoch [38][3180/3757] lr: 2.000e-02, eta: 1 day, 19:33:06, time: 0.693, data_time: 0.020, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.1043, loss: 2.1043, grad_norm: 4.0844 2020-07-26 06:00:30,498 - mmaction - INFO - Epoch [38][3200/3757] lr: 2.000e-02, eta: 1 day, 19:32:53, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0596, loss: 2.0596, grad_norm: 4.1884 2020-07-26 06:00:43,590 - mmaction - INFO - Epoch [38][3220/3757] lr: 2.000e-02, eta: 1 day, 19:32:39, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3111, loss: 2.3111, grad_norm: 4.1244 2020-07-26 06:00:57,238 - mmaction - INFO - Epoch [38][3240/3757] lr: 2.000e-02, eta: 1 day, 19:32:26, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7789, loss_cls: 2.0058, loss: 2.0058, grad_norm: 3.8949 2020-07-26 06:01:10,282 - mmaction - INFO - Epoch [38][3260/3757] lr: 2.000e-02, eta: 1 day, 19:32:12, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1779, loss: 2.1779, grad_norm: 4.0260 2020-07-26 06:01:23,880 - mmaction - INFO - Epoch [38][3280/3757] lr: 2.000e-02, eta: 1 day, 19:31:58, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1726, loss: 2.1726, grad_norm: 4.0545 2020-07-26 06:01:38,418 - mmaction - INFO - Epoch [38][3300/3757] lr: 2.000e-02, eta: 1 day, 19:31:47, time: 0.726, data_time: 0.002, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.8213 2020-07-26 06:01:51,975 - mmaction - INFO - Epoch [38][3320/3757] lr: 2.000e-02, eta: 1 day, 19:31:33, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7523, loss_cls: 2.1303, loss: 2.1303, grad_norm: 4.0961 2020-07-26 06:02:06,010 - mmaction - INFO - Epoch [38][3340/3757] lr: 2.000e-02, eta: 1 day, 19:31:21, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.1147 2020-07-26 06:02:19,815 - mmaction - INFO - Epoch [38][3360/3757] lr: 2.000e-02, eta: 1 day, 19:31:08, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2467, loss: 2.2467, grad_norm: 4.0574 2020-07-26 06:02:32,990 - mmaction - INFO - Epoch [38][3380/3757] lr: 2.000e-02, eta: 1 day, 19:30:54, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.2323, loss: 2.2323, grad_norm: 4.0962 2020-07-26 06:02:46,649 - mmaction - INFO - Epoch [38][3400/3757] lr: 2.000e-02, eta: 1 day, 19:30:41, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.9834 2020-07-26 06:03:00,054 - mmaction - INFO - Epoch [38][3420/3757] lr: 2.000e-02, eta: 1 day, 19:30:28, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.2094, loss: 2.2094, grad_norm: 4.1183 2020-07-26 06:03:13,802 - mmaction - INFO - Epoch [38][3440/3757] lr: 2.000e-02, eta: 1 day, 19:30:15, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.9529 2020-07-26 06:03:26,918 - mmaction - INFO - Epoch [38][3460/3757] lr: 2.000e-02, eta: 1 day, 19:30:01, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1605, loss: 2.1605, grad_norm: 4.0971 2020-07-26 06:03:41,328 - mmaction - INFO - Epoch [38][3480/3757] lr: 2.000e-02, eta: 1 day, 19:29:49, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2325, loss: 2.2325, grad_norm: 4.1487 2020-07-26 06:03:55,107 - mmaction - INFO - Epoch [38][3500/3757] lr: 2.000e-02, eta: 1 day, 19:29:36, time: 0.693, data_time: 0.009, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2796, loss: 2.2796, grad_norm: 4.1657 2020-07-26 06:04:08,868 - mmaction - INFO - Epoch [38][3520/3757] lr: 2.000e-02, eta: 1 day, 19:29:23, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1144, loss: 2.1144, grad_norm: 4.0772 2020-07-26 06:04:22,757 - mmaction - INFO - Epoch [38][3540/3757] lr: 2.000e-02, eta: 1 day, 19:29:11, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.2099, loss: 2.2099, grad_norm: 4.0562 2020-07-26 06:04:36,556 - mmaction - INFO - Epoch [38][3560/3757] lr: 2.000e-02, eta: 1 day, 19:28:58, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.9024 2020-07-26 06:04:50,580 - mmaction - INFO - Epoch [38][3580/3757] lr: 2.000e-02, eta: 1 day, 19:28:46, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2841, loss: 2.2841, grad_norm: 4.0886 2020-07-26 06:05:04,108 - mmaction - INFO - Epoch [38][3600/3757] lr: 2.000e-02, eta: 1 day, 19:28:32, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1299, loss: 2.1299, grad_norm: 4.1762 2020-07-26 06:05:18,704 - mmaction - INFO - Epoch [38][3620/3757] lr: 2.000e-02, eta: 1 day, 19:28:21, time: 0.730, data_time: 0.002, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1514, loss: 2.1514, grad_norm: 4.1806 2020-07-26 06:05:32,095 - mmaction - INFO - Epoch [38][3640/3757] lr: 2.000e-02, eta: 1 day, 19:28:07, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7336, loss_cls: 2.3098, loss: 2.3098, grad_norm: 3.9812 2020-07-26 06:05:45,296 - mmaction - INFO - Epoch [38][3660/3757] lr: 2.000e-02, eta: 1 day, 19:27:54, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0771, loss: 2.0771, grad_norm: 4.1139 2020-07-26 06:05:59,073 - mmaction - INFO - Epoch [38][3680/3757] lr: 2.000e-02, eta: 1 day, 19:27:41, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1733, loss: 2.1733, grad_norm: 4.0714 2020-07-26 06:06:12,098 - mmaction - INFO - Epoch [38][3700/3757] lr: 2.000e-02, eta: 1 day, 19:27:27, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7328, loss_cls: 2.1507, loss: 2.1507, grad_norm: 4.0871 2020-07-26 06:06:25,910 - mmaction - INFO - Epoch [38][3720/3757] lr: 2.000e-02, eta: 1 day, 19:27:14, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.1855, loss: 2.1855, grad_norm: 4.1128 2020-07-26 06:06:40,514 - mmaction - INFO - Epoch [38][3740/3757] lr: 2.000e-02, eta: 1 day, 19:27:02, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.9857 2020-07-26 06:06:52,693 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-07-26 06:07:18,051 - mmaction - INFO - Epoch [39][20/3757] lr: 2.000e-02, eta: 1 day, 19:26:35, time: 1.158, data_time: 0.499, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7297, loss_cls: 2.1603, loss: 2.1603, grad_norm: 4.0695 2020-07-26 06:07:31,112 - mmaction - INFO - Epoch [39][40/3757] lr: 2.000e-02, eta: 1 day, 19:26:21, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1760, loss: 2.1760, grad_norm: 4.0876 2020-07-26 06:07:43,606 - mmaction - INFO - Epoch [39][60/3757] lr: 2.000e-02, eta: 1 day, 19:26:06, time: 0.624, data_time: 0.002, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7641, loss_cls: 2.0631, loss: 2.0631, grad_norm: 3.9178 2020-07-26 06:07:57,397 - mmaction - INFO - Epoch [39][80/3757] lr: 2.000e-02, eta: 1 day, 19:25:53, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1603, loss: 2.1603, grad_norm: 4.1005 2020-07-26 06:08:11,396 - mmaction - INFO - Epoch [39][100/3757] lr: 2.000e-02, eta: 1 day, 19:25:40, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7570, loss_cls: 2.1131, loss: 2.1131, grad_norm: 4.1008 2020-07-26 06:08:24,104 - mmaction - INFO - Epoch [39][120/3757] lr: 2.000e-02, eta: 1 day, 19:25:26, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.9717 2020-07-26 06:08:37,469 - mmaction - INFO - Epoch [39][140/3757] lr: 2.000e-02, eta: 1 day, 19:25:12, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0658, loss: 2.0658, grad_norm: 3.9213 2020-07-26 06:08:52,188 - mmaction - INFO - Epoch [39][160/3757] lr: 2.000e-02, eta: 1 day, 19:25:01, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1293, loss: 2.1293, grad_norm: 4.1455 2020-07-26 06:09:05,803 - mmaction - INFO - Epoch [39][180/3757] lr: 2.000e-02, eta: 1 day, 19:24:48, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.9120 2020-07-26 06:09:18,609 - mmaction - INFO - Epoch [39][200/3757] lr: 2.000e-02, eta: 1 day, 19:24:33, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1118, loss: 2.1118, grad_norm: 4.0710 2020-07-26 06:09:32,314 - mmaction - INFO - Epoch [39][220/3757] lr: 2.000e-02, eta: 1 day, 19:24:20, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7680, loss_cls: 2.0533, loss: 2.0533, grad_norm: 3.9963 2020-07-26 06:09:45,548 - mmaction - INFO - Epoch [39][240/3757] lr: 2.000e-02, eta: 1 day, 19:24:06, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1020, loss: 2.1020, grad_norm: 4.0407 2020-07-26 06:09:58,699 - mmaction - INFO - Epoch [39][260/3757] lr: 2.000e-02, eta: 1 day, 19:23:53, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.0966, loss: 2.0966, grad_norm: 3.9087 2020-07-26 06:10:11,971 - mmaction - INFO - Epoch [39][280/3757] lr: 2.000e-02, eta: 1 day, 19:23:39, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.0777, loss: 2.0777, grad_norm: 3.9401 2020-07-26 06:10:25,364 - mmaction - INFO - Epoch [39][300/3757] lr: 2.000e-02, eta: 1 day, 19:23:26, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.1236 2020-07-26 06:10:38,901 - mmaction - INFO - Epoch [39][320/3757] lr: 2.000e-02, eta: 1 day, 19:23:12, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0689, loss: 2.0689, grad_norm: 4.0779 2020-07-26 06:10:52,377 - mmaction - INFO - Epoch [39][340/3757] lr: 2.000e-02, eta: 1 day, 19:22:59, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.1028, loss: 2.1028, grad_norm: 4.0976 2020-07-26 06:11:05,676 - mmaction - INFO - Epoch [39][360/3757] lr: 2.000e-02, eta: 1 day, 19:22:45, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0791, loss: 2.0791, grad_norm: 4.1728 2020-07-26 06:11:19,272 - mmaction - INFO - Epoch [39][380/3757] lr: 2.000e-02, eta: 1 day, 19:22:32, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.0849, loss: 2.0849, grad_norm: 4.2061 2020-07-26 06:11:33,963 - mmaction - INFO - Epoch [39][400/3757] lr: 2.000e-02, eta: 1 day, 19:22:21, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.2156, loss: 2.2156, grad_norm: 4.1272 2020-07-26 06:11:46,749 - mmaction - INFO - Epoch [39][420/3757] lr: 2.000e-02, eta: 1 day, 19:22:06, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.3517 2020-07-26 06:12:00,332 - mmaction - INFO - Epoch [39][440/3757] lr: 2.000e-02, eta: 1 day, 19:21:53, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.9759 2020-07-26 06:12:14,101 - mmaction - INFO - Epoch [39][460/3757] lr: 2.000e-02, eta: 1 day, 19:21:40, time: 0.693, data_time: 0.009, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1359, loss: 2.1359, grad_norm: 4.2073 2020-07-26 06:12:27,682 - mmaction - INFO - Epoch [39][480/3757] lr: 2.000e-02, eta: 1 day, 19:21:27, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.0979, loss: 2.0979, grad_norm: 4.0504 2020-07-26 06:12:42,294 - mmaction - INFO - Epoch [39][500/3757] lr: 2.000e-02, eta: 1 day, 19:21:15, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0770, loss: 2.0770, grad_norm: 4.1441 2020-07-26 06:12:55,536 - mmaction - INFO - Epoch [39][520/3757] lr: 2.000e-02, eta: 1 day, 19:21:02, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.0312 2020-07-26 06:13:08,648 - mmaction - INFO - Epoch [39][540/3757] lr: 2.000e-02, eta: 1 day, 19:20:48, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.1097, loss: 2.1097, grad_norm: 4.0060 2020-07-26 06:13:22,363 - mmaction - INFO - Epoch [39][560/3757] lr: 2.000e-02, eta: 1 day, 19:20:35, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0440, loss: 2.0440, grad_norm: 4.0131 2020-07-26 06:13:35,689 - mmaction - INFO - Epoch [39][580/3757] lr: 2.000e-02, eta: 1 day, 19:20:21, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1639, loss: 2.1639, grad_norm: 4.1153 2020-07-26 06:13:48,906 - mmaction - INFO - Epoch [39][600/3757] lr: 2.000e-02, eta: 1 day, 19:20:07, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.9496 2020-07-26 06:14:02,365 - mmaction - INFO - Epoch [39][620/3757] lr: 2.000e-02, eta: 1 day, 19:19:54, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.0871, loss: 2.0871, grad_norm: 4.0489 2020-07-26 06:14:15,941 - mmaction - INFO - Epoch [39][640/3757] lr: 2.000e-02, eta: 1 day, 19:19:41, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1238, loss: 2.1238, grad_norm: 4.1562 2020-07-26 06:14:29,890 - mmaction - INFO - Epoch [39][660/3757] lr: 2.000e-02, eta: 1 day, 19:19:28, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0842, loss: 2.0842, grad_norm: 4.0556 2020-07-26 06:14:43,573 - mmaction - INFO - Epoch [39][680/3757] lr: 2.000e-02, eta: 1 day, 19:19:15, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1988, loss: 2.1988, grad_norm: 4.0966 2020-07-26 06:14:57,236 - mmaction - INFO - Epoch [39][700/3757] lr: 2.000e-02, eta: 1 day, 19:19:02, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.9916 2020-07-26 06:15:10,550 - mmaction - INFO - Epoch [39][720/3757] lr: 2.000e-02, eta: 1 day, 19:18:49, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.1030, loss: 2.1030, grad_norm: 4.0071 2020-07-26 06:15:24,027 - mmaction - INFO - Epoch [39][740/3757] lr: 2.000e-02, eta: 1 day, 19:18:35, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.2439 2020-07-26 06:15:38,896 - mmaction - INFO - Epoch [39][760/3757] lr: 2.000e-02, eta: 1 day, 19:18:24, time: 0.743, data_time: 0.002, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7484, loss_cls: 2.1296, loss: 2.1296, grad_norm: 4.1110 2020-07-26 06:15:51,663 - mmaction - INFO - Epoch [39][780/3757] lr: 2.000e-02, eta: 1 day, 19:18:10, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.0865, loss: 2.0865, grad_norm: 4.0201 2020-07-26 06:16:05,822 - mmaction - INFO - Epoch [39][800/3757] lr: 2.000e-02, eta: 1 day, 19:17:57, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.9928 2020-07-26 06:16:19,470 - mmaction - INFO - Epoch [39][820/3757] lr: 2.000e-02, eta: 1 day, 19:17:44, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.0769, loss: 2.0769, grad_norm: 3.9835 2020-07-26 06:16:33,191 - mmaction - INFO - Epoch [39][840/3757] lr: 2.000e-02, eta: 1 day, 19:17:31, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2118, loss: 2.2118, grad_norm: 4.1076 2020-07-26 06:16:46,777 - mmaction - INFO - Epoch [39][860/3757] lr: 2.000e-02, eta: 1 day, 19:17:18, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7312, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.9646 2020-07-26 06:17:00,083 - mmaction - INFO - Epoch [39][880/3757] lr: 2.000e-02, eta: 1 day, 19:17:05, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.0530 2020-07-26 06:17:13,296 - mmaction - INFO - Epoch [39][900/3757] lr: 2.000e-02, eta: 1 day, 19:16:51, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7508, loss_cls: 2.0587, loss: 2.0587, grad_norm: 4.0517 2020-07-26 06:17:27,209 - mmaction - INFO - Epoch [39][920/3757] lr: 2.000e-02, eta: 1 day, 19:16:38, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.8282 2020-07-26 06:17:42,195 - mmaction - INFO - Epoch [39][940/3757] lr: 2.000e-02, eta: 1 day, 19:16:27, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.9841 2020-07-26 06:17:56,201 - mmaction - INFO - Epoch [39][960/3757] lr: 2.000e-02, eta: 1 day, 19:16:15, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.2181, loss: 2.2181, grad_norm: 4.1548 2020-07-26 06:18:08,789 - mmaction - INFO - Epoch [39][980/3757] lr: 2.000e-02, eta: 1 day, 19:16:00, time: 0.628, data_time: 0.005, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2848, loss: 2.2848, grad_norm: 4.2700 2020-07-26 06:18:22,107 - mmaction - INFO - Epoch [39][1000/3757] lr: 2.000e-02, eta: 1 day, 19:15:46, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2296, loss: 2.2296, grad_norm: 4.0939 2020-07-26 06:18:35,462 - mmaction - INFO - Epoch [39][1020/3757] lr: 2.000e-02, eta: 1 day, 19:15:33, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0320, loss: 2.0320, grad_norm: 4.0619 2020-07-26 06:18:48,835 - mmaction - INFO - Epoch [39][1040/3757] lr: 2.000e-02, eta: 1 day, 19:15:19, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0043, loss: 2.0043, grad_norm: 4.0143 2020-07-26 06:19:02,965 - mmaction - INFO - Epoch [39][1060/3757] lr: 2.000e-02, eta: 1 day, 19:15:07, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.1911, loss: 2.1911, grad_norm: 4.1373 2020-07-26 06:19:16,054 - mmaction - INFO - Epoch [39][1080/3757] lr: 2.000e-02, eta: 1 day, 19:14:53, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.9280 2020-07-26 06:19:31,193 - mmaction - INFO - Epoch [39][1100/3757] lr: 2.000e-02, eta: 1 day, 19:14:42, time: 0.757, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.1275, loss: 2.1275, grad_norm: 4.0908 2020-07-26 06:19:44,714 - mmaction - INFO - Epoch [39][1120/3757] lr: 2.000e-02, eta: 1 day, 19:14:29, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7602, loss_cls: 2.0744, loss: 2.0744, grad_norm: 4.0521 2020-07-26 06:19:57,734 - mmaction - INFO - Epoch [39][1140/3757] lr: 2.000e-02, eta: 1 day, 19:14:15, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.9617 2020-07-26 06:20:11,111 - mmaction - INFO - Epoch [39][1160/3757] lr: 2.000e-02, eta: 1 day, 19:14:01, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0539, loss: 2.0539, grad_norm: 4.1495 2020-07-26 06:20:24,818 - mmaction - INFO - Epoch [39][1180/3757] lr: 2.000e-02, eta: 1 day, 19:13:48, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0641, loss: 2.0641, grad_norm: 4.0507 2020-07-26 06:20:38,416 - mmaction - INFO - Epoch [39][1200/3757] lr: 2.000e-02, eta: 1 day, 19:13:35, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2924, loss: 2.2924, grad_norm: 4.0842 2020-07-26 06:20:52,214 - mmaction - INFO - Epoch [39][1220/3757] lr: 2.000e-02, eta: 1 day, 19:13:22, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2365, loss: 2.2365, grad_norm: 4.1282 2020-07-26 06:21:05,697 - mmaction - INFO - Epoch [39][1240/3757] lr: 2.000e-02, eta: 1 day, 19:13:09, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7656, loss_cls: 2.0820, loss: 2.0820, grad_norm: 4.1023 2020-07-26 06:21:19,320 - mmaction - INFO - Epoch [39][1260/3757] lr: 2.000e-02, eta: 1 day, 19:12:56, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.9824 2020-07-26 06:21:33,562 - mmaction - INFO - Epoch [39][1280/3757] lr: 2.000e-02, eta: 1 day, 19:12:44, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.1080, loss: 2.1080, grad_norm: 4.1393 2020-07-26 06:21:46,746 - mmaction - INFO - Epoch [39][1300/3757] lr: 2.000e-02, eta: 1 day, 19:12:30, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1246, loss: 2.1246, grad_norm: 4.0343 2020-07-26 06:21:59,923 - mmaction - INFO - Epoch [39][1320/3757] lr: 2.000e-02, eta: 1 day, 19:12:16, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.9523 2020-07-26 06:22:13,852 - mmaction - INFO - Epoch [39][1340/3757] lr: 2.000e-02, eta: 1 day, 19:12:03, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1187, loss: 2.1187, grad_norm: 4.1848 2020-07-26 06:22:27,812 - mmaction - INFO - Epoch [39][1360/3757] lr: 2.000e-02, eta: 1 day, 19:11:51, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.1867, loss: 2.1867, grad_norm: 4.0951 2020-07-26 06:22:41,477 - mmaction - INFO - Epoch [39][1380/3757] lr: 2.000e-02, eta: 1 day, 19:11:38, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7648, loss_cls: 2.0849, loss: 2.0849, grad_norm: 4.1812 2020-07-26 06:22:54,832 - mmaction - INFO - Epoch [39][1400/3757] lr: 2.000e-02, eta: 1 day, 19:11:24, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.0904, loss: 2.0904, grad_norm: 4.0381 2020-07-26 06:23:08,997 - mmaction - INFO - Epoch [39][1420/3757] lr: 2.000e-02, eta: 1 day, 19:11:12, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.1492 2020-07-26 06:23:22,574 - mmaction - INFO - Epoch [39][1440/3757] lr: 2.000e-02, eta: 1 day, 19:10:59, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1759, loss: 2.1759, grad_norm: 4.2319 2020-07-26 06:23:36,320 - mmaction - INFO - Epoch [39][1460/3757] lr: 2.000e-02, eta: 1 day, 19:10:46, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0451, loss: 2.0451, grad_norm: 3.9260 2020-07-26 06:23:49,779 - mmaction - INFO - Epoch [39][1480/3757] lr: 2.000e-02, eta: 1 day, 19:10:33, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.2188, loss: 2.2188, grad_norm: 4.2283 2020-07-26 06:24:02,948 - mmaction - INFO - Epoch [39][1500/3757] lr: 2.000e-02, eta: 1 day, 19:10:19, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1852, loss: 2.1852, grad_norm: 4.0927 2020-07-26 06:24:16,253 - mmaction - INFO - Epoch [39][1520/3757] lr: 2.000e-02, eta: 1 day, 19:10:05, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0876, loss: 2.0876, grad_norm: 4.0380 2020-07-26 06:24:29,553 - mmaction - INFO - Epoch [39][1540/3757] lr: 2.000e-02, eta: 1 day, 19:09:51, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.1613, loss: 2.1613, grad_norm: 4.1845 2020-07-26 06:24:43,399 - mmaction - INFO - Epoch [39][1560/3757] lr: 2.000e-02, eta: 1 day, 19:09:39, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.2914, loss: 2.2914, grad_norm: 4.1180 2020-07-26 06:24:57,119 - mmaction - INFO - Epoch [39][1580/3757] lr: 2.000e-02, eta: 1 day, 19:09:26, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1878, loss: 2.1878, grad_norm: 4.2553 2020-07-26 06:25:10,258 - mmaction - INFO - Epoch [39][1600/3757] lr: 2.000e-02, eta: 1 day, 19:09:12, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1321, loss: 2.1321, grad_norm: 4.1485 2020-07-26 06:25:23,633 - mmaction - INFO - Epoch [39][1620/3757] lr: 2.000e-02, eta: 1 day, 19:08:58, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7484, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.3705 2020-07-26 06:25:37,355 - mmaction - INFO - Epoch [39][1640/3757] lr: 2.000e-02, eta: 1 day, 19:08:45, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.1274, loss: 2.1274, grad_norm: 4.0231 2020-07-26 06:25:51,333 - mmaction - INFO - Epoch [39][1660/3757] lr: 2.000e-02, eta: 1 day, 19:08:33, time: 0.701, data_time: 0.008, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0594, loss: 2.0594, grad_norm: 4.0216 2020-07-26 06:26:04,402 - mmaction - INFO - Epoch [39][1680/3757] lr: 2.000e-02, eta: 1 day, 19:08:19, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.0756 2020-07-26 06:26:18,038 - mmaction - INFO - Epoch [39][1700/3757] lr: 2.000e-02, eta: 1 day, 19:08:06, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.1858, loss: 2.1858, grad_norm: 4.0513 2020-07-26 06:26:31,641 - mmaction - INFO - Epoch [39][1720/3757] lr: 2.000e-02, eta: 1 day, 19:07:52, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.2044, loss: 2.2044, grad_norm: 4.1474 2020-07-26 06:26:45,392 - mmaction - INFO - Epoch [39][1740/3757] lr: 2.000e-02, eta: 1 day, 19:07:40, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.1954, loss: 2.1954, grad_norm: 4.1290 2020-07-26 06:26:58,547 - mmaction - INFO - Epoch [39][1760/3757] lr: 2.000e-02, eta: 1 day, 19:07:26, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5227, top5_acc: 0.7383, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.9996 2020-07-26 06:27:13,865 - mmaction - INFO - Epoch [39][1780/3757] lr: 2.000e-02, eta: 1 day, 19:07:15, time: 0.767, data_time: 0.007, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 2.0607, loss: 2.0607, grad_norm: 4.0891 2020-07-26 06:27:27,574 - mmaction - INFO - Epoch [39][1800/3757] lr: 2.000e-02, eta: 1 day, 19:07:02, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1840, loss: 2.1840, grad_norm: 4.1769 2020-07-26 06:27:41,469 - mmaction - INFO - Epoch [39][1820/3757] lr: 2.000e-02, eta: 1 day, 19:06:50, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.9741 2020-07-26 06:27:54,533 - mmaction - INFO - Epoch [39][1840/3757] lr: 2.000e-02, eta: 1 day, 19:06:35, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.9793 2020-07-26 06:28:10,608 - mmaction - INFO - Epoch [39][1860/3757] lr: 2.000e-02, eta: 1 day, 19:06:23, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2056, loss: 2.2056, grad_norm: 4.1479 2020-07-26 06:28:23,659 - mmaction - INFO - Epoch [39][1880/3757] lr: 2.000e-02, eta: 1 day, 19:06:12, time: 0.772, data_time: 0.122, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1532, loss: 2.1532, grad_norm: 4.0587 2020-07-26 06:28:36,865 - mmaction - INFO - Epoch [39][1900/3757] lr: 2.000e-02, eta: 1 day, 19:05:58, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 2.1584, loss: 2.1584, grad_norm: 4.0720 2020-07-26 06:28:50,507 - mmaction - INFO - Epoch [39][1920/3757] lr: 2.000e-02, eta: 1 day, 19:05:45, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.1087, loss: 2.1087, grad_norm: 4.0126 2020-07-26 06:29:04,336 - mmaction - INFO - Epoch [39][1940/3757] lr: 2.000e-02, eta: 1 day, 19:05:33, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1388, loss: 2.1388, grad_norm: 4.0544 2020-07-26 06:29:17,736 - mmaction - INFO - Epoch [39][1960/3757] lr: 2.000e-02, eta: 1 day, 19:05:19, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0732, loss: 2.0732, grad_norm: 4.0162 2020-07-26 06:29:31,202 - mmaction - INFO - Epoch [39][1980/3757] lr: 2.000e-02, eta: 1 day, 19:05:06, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1546, loss: 2.1546, grad_norm: 4.2174 2020-07-26 06:29:45,391 - mmaction - INFO - Epoch [39][2000/3757] lr: 2.000e-02, eta: 1 day, 19:04:54, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0996, loss: 2.0996, grad_norm: 4.1355 2020-07-26 06:30:00,119 - mmaction - INFO - Epoch [39][2020/3757] lr: 2.000e-02, eta: 1 day, 19:04:42, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.0682 2020-07-26 06:30:13,042 - mmaction - INFO - Epoch [39][2040/3757] lr: 2.000e-02, eta: 1 day, 19:04:28, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1374, loss: 2.1374, grad_norm: 4.1373 2020-07-26 06:30:26,142 - mmaction - INFO - Epoch [39][2060/3757] lr: 2.000e-02, eta: 1 day, 19:04:14, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1234, loss: 2.1234, grad_norm: 4.1960 2020-07-26 06:30:39,840 - mmaction - INFO - Epoch [39][2080/3757] lr: 2.000e-02, eta: 1 day, 19:04:01, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1253, loss: 2.1253, grad_norm: 4.0400 2020-07-26 06:30:52,941 - mmaction - INFO - Epoch [39][2100/3757] lr: 2.000e-02, eta: 1 day, 19:03:47, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1713, loss: 2.1713, grad_norm: 4.0661 2020-07-26 06:31:06,531 - mmaction - INFO - Epoch [39][2120/3757] lr: 2.000e-02, eta: 1 day, 19:03:34, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1736, loss: 2.1736, grad_norm: 4.0192 2020-07-26 06:31:19,862 - mmaction - INFO - Epoch [39][2140/3757] lr: 2.000e-02, eta: 1 day, 19:03:20, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0824, loss: 2.0824, grad_norm: 3.9594 2020-07-26 06:31:33,312 - mmaction - INFO - Epoch [39][2160/3757] lr: 2.000e-02, eta: 1 day, 19:03:07, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.1142, loss: 2.1142, grad_norm: 4.0877 2020-07-26 06:31:46,810 - mmaction - INFO - Epoch [39][2180/3757] lr: 2.000e-02, eta: 1 day, 19:02:54, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1233, loss: 2.1233, grad_norm: 4.1404 2020-07-26 06:32:00,157 - mmaction - INFO - Epoch [39][2200/3757] lr: 2.000e-02, eta: 1 day, 19:02:40, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.1451, loss: 2.1451, grad_norm: 4.2342 2020-07-26 06:32:14,506 - mmaction - INFO - Epoch [39][2220/3757] lr: 2.000e-02, eta: 1 day, 19:02:28, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1828, loss: 2.1828, grad_norm: 4.0705 2020-07-26 06:32:28,034 - mmaction - INFO - Epoch [39][2240/3757] lr: 2.000e-02, eta: 1 day, 19:02:15, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1210, loss: 2.1210, grad_norm: 4.0705 2020-07-26 06:32:41,558 - mmaction - INFO - Epoch [39][2260/3757] lr: 2.000e-02, eta: 1 day, 19:02:01, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1327, loss: 2.1327, grad_norm: 3.9654 2020-07-26 06:32:56,354 - mmaction - INFO - Epoch [39][2280/3757] lr: 2.000e-02, eta: 1 day, 19:01:50, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.1342 2020-07-26 06:33:10,543 - mmaction - INFO - Epoch [39][2300/3757] lr: 2.000e-02, eta: 1 day, 19:01:38, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1379, loss: 2.1379, grad_norm: 4.2337 2020-07-26 06:33:23,497 - mmaction - INFO - Epoch [39][2320/3757] lr: 2.000e-02, eta: 1 day, 19:01:24, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1707, loss: 2.1707, grad_norm: 4.2599 2020-07-26 06:33:37,495 - mmaction - INFO - Epoch [39][2340/3757] lr: 2.000e-02, eta: 1 day, 19:01:11, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.0801, loss: 2.0801, grad_norm: 3.9567 2020-07-26 06:33:51,610 - mmaction - INFO - Epoch [39][2360/3757] lr: 2.000e-02, eta: 1 day, 19:00:59, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1548, loss: 2.1548, grad_norm: 4.0830 2020-07-26 06:34:05,224 - mmaction - INFO - Epoch [39][2380/3757] lr: 2.000e-02, eta: 1 day, 19:00:46, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.1330 2020-07-26 06:34:18,916 - mmaction - INFO - Epoch [39][2400/3757] lr: 2.000e-02, eta: 1 day, 19:00:33, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.0978, loss: 2.0978, grad_norm: 3.9032 2020-07-26 06:34:32,097 - mmaction - INFO - Epoch [39][2420/3757] lr: 2.000e-02, eta: 1 day, 19:00:19, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1889, loss: 2.1889, grad_norm: 4.0932 2020-07-26 06:34:47,014 - mmaction - INFO - Epoch [39][2440/3757] lr: 2.000e-02, eta: 1 day, 19:00:08, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1936, loss: 2.1936, grad_norm: 4.0173 2020-07-26 06:34:59,767 - mmaction - INFO - Epoch [39][2460/3757] lr: 2.000e-02, eta: 1 day, 18:59:53, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7625, loss_cls: 2.0625, loss: 2.0625, grad_norm: 3.9904 2020-07-26 06:35:14,032 - mmaction - INFO - Epoch [39][2480/3757] lr: 2.000e-02, eta: 1 day, 18:59:41, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1280, loss: 2.1280, grad_norm: 4.1723 2020-07-26 06:35:27,252 - mmaction - INFO - Epoch [39][2500/3757] lr: 2.000e-02, eta: 1 day, 18:59:27, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.1029 2020-07-26 06:35:41,308 - mmaction - INFO - Epoch [39][2520/3757] lr: 2.000e-02, eta: 1 day, 18:59:15, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.9140 2020-07-26 06:35:54,870 - mmaction - INFO - Epoch [39][2540/3757] lr: 2.000e-02, eta: 1 day, 18:59:02, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7547, loss_cls: 2.1421, loss: 2.1421, grad_norm: 4.3956 2020-07-26 06:36:07,889 - mmaction - INFO - Epoch [39][2560/3757] lr: 2.000e-02, eta: 1 day, 18:58:48, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1921, loss: 2.1921, grad_norm: 4.2764 2020-07-26 06:36:21,401 - mmaction - INFO - Epoch [39][2580/3757] lr: 2.000e-02, eta: 1 day, 18:58:34, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7625, loss_cls: 2.1260, loss: 2.1260, grad_norm: 4.1433 2020-07-26 06:36:36,007 - mmaction - INFO - Epoch [39][2600/3757] lr: 2.000e-02, eta: 1 day, 18:58:23, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7617, loss_cls: 2.0802, loss: 2.0802, grad_norm: 4.2133 2020-07-26 06:36:49,256 - mmaction - INFO - Epoch [39][2620/3757] lr: 2.000e-02, eta: 1 day, 18:58:09, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2333, loss: 2.2333, grad_norm: 4.1942 2020-07-26 06:37:03,262 - mmaction - INFO - Epoch [39][2640/3757] lr: 2.000e-02, eta: 1 day, 18:57:56, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.9615 2020-07-26 06:37:17,050 - mmaction - INFO - Epoch [39][2660/3757] lr: 2.000e-02, eta: 1 day, 18:57:44, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7336, loss_cls: 2.1515, loss: 2.1515, grad_norm: 4.0747 2020-07-26 06:37:30,804 - mmaction - INFO - Epoch [39][2680/3757] lr: 2.000e-02, eta: 1 day, 18:57:31, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.1421 2020-07-26 06:37:44,438 - mmaction - INFO - Epoch [39][2700/3757] lr: 2.000e-02, eta: 1 day, 18:57:18, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.9953 2020-07-26 06:37:58,486 - mmaction - INFO - Epoch [39][2720/3757] lr: 2.000e-02, eta: 1 day, 18:57:05, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.9543 2020-07-26 06:38:12,495 - mmaction - INFO - Epoch [39][2740/3757] lr: 2.000e-02, eta: 1 day, 18:56:53, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1521, loss: 2.1521, grad_norm: 4.0518 2020-07-26 06:38:26,150 - mmaction - INFO - Epoch [39][2760/3757] lr: 2.000e-02, eta: 1 day, 18:56:39, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7328, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.8708 2020-07-26 06:38:39,775 - mmaction - INFO - Epoch [39][2780/3757] lr: 2.000e-02, eta: 1 day, 18:56:26, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.9645 2020-07-26 06:38:53,786 - mmaction - INFO - Epoch [39][2800/3757] lr: 2.000e-02, eta: 1 day, 18:56:14, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7352, loss_cls: 2.2506, loss: 2.2506, grad_norm: 4.1351 2020-07-26 06:39:08,139 - mmaction - INFO - Epoch [39][2820/3757] lr: 2.000e-02, eta: 1 day, 18:56:02, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0597, loss: 2.0597, grad_norm: 4.0333 2020-07-26 06:39:22,116 - mmaction - INFO - Epoch [39][2840/3757] lr: 2.000e-02, eta: 1 day, 18:55:49, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1106, loss: 2.1106, grad_norm: 4.0146 2020-07-26 06:39:35,242 - mmaction - INFO - Epoch [39][2860/3757] lr: 2.000e-02, eta: 1 day, 18:55:35, time: 0.662, data_time: 0.009, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.1299, loss: 2.1299, grad_norm: 4.1094 2020-07-26 06:39:48,533 - mmaction - INFO - Epoch [39][2880/3757] lr: 2.000e-02, eta: 1 day, 18:55:22, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2021, loss: 2.2021, grad_norm: 4.0699 2020-07-26 06:40:01,889 - mmaction - INFO - Epoch [39][2900/3757] lr: 2.000e-02, eta: 1 day, 18:55:08, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1807, loss: 2.1807, grad_norm: 4.0818 2020-07-26 06:40:15,550 - mmaction - INFO - Epoch [39][2920/3757] lr: 2.000e-02, eta: 1 day, 18:54:55, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.8801 2020-07-26 06:40:29,421 - mmaction - INFO - Epoch [39][2940/3757] lr: 2.000e-02, eta: 1 day, 18:54:42, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7414, loss_cls: 2.2251, loss: 2.2251, grad_norm: 4.0248 2020-07-26 06:40:42,461 - mmaction - INFO - Epoch [39][2960/3757] lr: 2.000e-02, eta: 1 day, 18:54:28, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2910, loss: 2.2910, grad_norm: 4.0678 2020-07-26 06:40:56,529 - mmaction - INFO - Epoch [39][2980/3757] lr: 2.000e-02, eta: 1 day, 18:54:16, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7625, loss_cls: 2.0700, loss: 2.0700, grad_norm: 3.8863 2020-07-26 06:41:10,536 - mmaction - INFO - Epoch [39][3000/3757] lr: 2.000e-02, eta: 1 day, 18:54:03, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.9774 2020-07-26 06:41:23,667 - mmaction - INFO - Epoch [39][3020/3757] lr: 2.000e-02, eta: 1 day, 18:53:49, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.9883 2020-07-26 06:41:37,293 - mmaction - INFO - Epoch [39][3040/3757] lr: 2.000e-02, eta: 1 day, 18:53:36, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2248, loss: 2.2248, grad_norm: 3.9399 2020-07-26 06:41:50,705 - mmaction - INFO - Epoch [39][3060/3757] lr: 2.000e-02, eta: 1 day, 18:53:23, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.0782, loss: 2.0782, grad_norm: 3.9933 2020-07-26 06:42:04,176 - mmaction - INFO - Epoch [39][3080/3757] lr: 2.000e-02, eta: 1 day, 18:53:09, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1499, loss: 2.1499, grad_norm: 3.8958 2020-07-26 06:42:17,631 - mmaction - INFO - Epoch [39][3100/3757] lr: 2.000e-02, eta: 1 day, 18:52:56, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7602, loss_cls: 2.0681, loss: 2.0681, grad_norm: 4.1342 2020-07-26 06:42:31,927 - mmaction - INFO - Epoch [39][3120/3757] lr: 2.000e-02, eta: 1 day, 18:52:44, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2629, loss: 2.2629, grad_norm: 4.1026 2020-07-26 06:42:46,198 - mmaction - INFO - Epoch [39][3140/3757] lr: 2.000e-02, eta: 1 day, 18:52:32, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.1082 2020-07-26 06:42:59,257 - mmaction - INFO - Epoch [39][3160/3757] lr: 2.000e-02, eta: 1 day, 18:52:18, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.2133, loss: 2.2133, grad_norm: 4.0477 2020-07-26 06:43:14,031 - mmaction - INFO - Epoch [39][3180/3757] lr: 2.000e-02, eta: 1 day, 18:52:06, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7156, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.9930 2020-07-26 06:43:27,543 - mmaction - INFO - Epoch [39][3200/3757] lr: 2.000e-02, eta: 1 day, 18:51:53, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.9728 2020-07-26 06:43:42,068 - mmaction - INFO - Epoch [39][3220/3757] lr: 2.000e-02, eta: 1 day, 18:51:41, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1072, loss: 2.1072, grad_norm: 4.0589 2020-07-26 06:43:55,235 - mmaction - INFO - Epoch [39][3240/3757] lr: 2.000e-02, eta: 1 day, 18:51:28, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2040, loss: 2.2040, grad_norm: 4.1123 2020-07-26 06:44:09,094 - mmaction - INFO - Epoch [39][3260/3757] lr: 2.000e-02, eta: 1 day, 18:51:15, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.3158, loss: 2.3158, grad_norm: 4.1541 2020-07-26 06:44:22,886 - mmaction - INFO - Epoch [39][3280/3757] lr: 2.000e-02, eta: 1 day, 18:51:02, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1397, loss: 2.1397, grad_norm: 4.0876 2020-07-26 06:44:36,219 - mmaction - INFO - Epoch [39][3300/3757] lr: 2.000e-02, eta: 1 day, 18:50:48, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1222, loss: 2.1222, grad_norm: 4.0682 2020-07-26 06:44:50,690 - mmaction - INFO - Epoch [39][3320/3757] lr: 2.000e-02, eta: 1 day, 18:50:37, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0989, loss: 2.0989, grad_norm: 4.1112 2020-07-26 06:45:04,607 - mmaction - INFO - Epoch [39][3340/3757] lr: 2.000e-02, eta: 1 day, 18:50:24, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2337, loss: 2.2337, grad_norm: 4.0162 2020-07-26 06:45:18,877 - mmaction - INFO - Epoch [39][3360/3757] lr: 2.000e-02, eta: 1 day, 18:50:12, time: 0.714, data_time: 0.002, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.9973 2020-07-26 06:45:31,878 - mmaction - INFO - Epoch [39][3380/3757] lr: 2.000e-02, eta: 1 day, 18:49:58, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1681, loss: 2.1681, grad_norm: 3.8646 2020-07-26 06:45:45,789 - mmaction - INFO - Epoch [39][3400/3757] lr: 2.000e-02, eta: 1 day, 18:49:45, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.9787 2020-07-26 06:45:59,263 - mmaction - INFO - Epoch [39][3420/3757] lr: 2.000e-02, eta: 1 day, 18:49:31, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1612, loss: 2.1612, grad_norm: 4.0380 2020-07-26 06:46:13,221 - mmaction - INFO - Epoch [39][3440/3757] lr: 2.000e-02, eta: 1 day, 18:49:19, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.1478, loss: 2.1478, grad_norm: 4.0090 2020-07-26 06:46:26,865 - mmaction - INFO - Epoch [39][3460/3757] lr: 2.000e-02, eta: 1 day, 18:49:06, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1377, loss: 2.1377, grad_norm: 3.9169 2020-07-26 06:46:40,030 - mmaction - INFO - Epoch [39][3480/3757] lr: 2.000e-02, eta: 1 day, 18:48:52, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.1021, loss: 2.1021, grad_norm: 4.1472 2020-07-26 06:46:53,807 - mmaction - INFO - Epoch [39][3500/3757] lr: 2.000e-02, eta: 1 day, 18:48:39, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1439, loss: 2.1439, grad_norm: 4.0415 2020-07-26 06:47:07,075 - mmaction - INFO - Epoch [39][3520/3757] lr: 2.000e-02, eta: 1 day, 18:48:25, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2292, loss: 2.2292, grad_norm: 4.0908 2020-07-26 06:47:20,327 - mmaction - INFO - Epoch [39][3540/3757] lr: 2.000e-02, eta: 1 day, 18:48:12, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0900, loss: 2.0900, grad_norm: 4.0740 2020-07-26 06:47:33,961 - mmaction - INFO - Epoch [39][3560/3757] lr: 2.000e-02, eta: 1 day, 18:47:58, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1816, loss: 2.1816, grad_norm: 4.2905 2020-07-26 06:47:48,020 - mmaction - INFO - Epoch [39][3580/3757] lr: 2.000e-02, eta: 1 day, 18:47:46, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.2087, loss: 2.2087, grad_norm: 4.0737 2020-07-26 06:48:01,749 - mmaction - INFO - Epoch [39][3600/3757] lr: 2.000e-02, eta: 1 day, 18:47:33, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1381, loss: 2.1381, grad_norm: 4.0584 2020-07-26 06:48:15,532 - mmaction - INFO - Epoch [39][3620/3757] lr: 2.000e-02, eta: 1 day, 18:47:20, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2353, loss: 2.2353, grad_norm: 4.0926 2020-07-26 06:48:30,845 - mmaction - INFO - Epoch [39][3640/3757] lr: 2.000e-02, eta: 1 day, 18:47:10, time: 0.763, data_time: 0.005, memory: 7079, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.3083, loss: 2.3083, grad_norm: 4.1047 2020-07-26 06:48:44,797 - mmaction - INFO - Epoch [39][3660/3757] lr: 2.000e-02, eta: 1 day, 18:46:57, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.1535, loss: 2.1535, grad_norm: 4.0974 2020-07-26 06:48:58,147 - mmaction - INFO - Epoch [39][3680/3757] lr: 2.000e-02, eta: 1 day, 18:46:44, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.9931 2020-07-26 06:49:11,108 - mmaction - INFO - Epoch [39][3700/3757] lr: 2.000e-02, eta: 1 day, 18:46:29, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7484, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.8872 2020-07-26 06:49:24,339 - mmaction - INFO - Epoch [39][3720/3757] lr: 2.000e-02, eta: 1 day, 18:46:15, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.1894 2020-07-26 06:49:38,076 - mmaction - INFO - Epoch [39][3740/3757] lr: 2.000e-02, eta: 1 day, 18:46:03, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1080, loss: 2.1080, grad_norm: 3.8317 2020-07-26 06:49:49,882 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-07-26 06:50:11,637 - mmaction - INFO - Epoch [40][20/3757] lr: 2.000e-02, eta: 1 day, 18:45:31, time: 1.024, data_time: 0.370, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.1520, loss: 2.1520, grad_norm: 3.9201 2020-07-26 06:50:24,090 - mmaction - INFO - Epoch [40][40/3757] lr: 2.000e-02, eta: 1 day, 18:45:16, time: 0.623, data_time: 0.002, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7664, loss_cls: 2.0466, loss: 2.0466, grad_norm: 4.0906 2020-07-26 06:50:37,305 - mmaction - INFO - Epoch [40][60/3757] lr: 2.000e-02, eta: 1 day, 18:45:02, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0291, loss: 2.0291, grad_norm: 3.9732 2020-07-26 06:50:50,644 - mmaction - INFO - Epoch [40][80/3757] lr: 2.000e-02, eta: 1 day, 18:44:49, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.0489, loss: 2.0489, grad_norm: 4.1001 2020-07-26 06:51:04,910 - mmaction - INFO - Epoch [40][100/3757] lr: 2.000e-02, eta: 1 day, 18:44:36, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0388, loss: 2.0388, grad_norm: 4.0537 2020-07-26 06:51:18,131 - mmaction - INFO - Epoch [40][120/3757] lr: 2.000e-02, eta: 1 day, 18:44:23, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0644, loss: 2.0644, grad_norm: 4.0985 2020-07-26 06:51:32,031 - mmaction - INFO - Epoch [40][140/3757] lr: 2.000e-02, eta: 1 day, 18:44:10, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7727, loss_cls: 2.0581, loss: 2.0581, grad_norm: 4.1326 2020-07-26 06:51:45,779 - mmaction - INFO - Epoch [40][160/3757] lr: 2.000e-02, eta: 1 day, 18:43:57, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7531, loss_cls: 2.1269, loss: 2.1269, grad_norm: 4.1949 2020-07-26 06:51:59,618 - mmaction - INFO - Epoch [40][180/3757] lr: 2.000e-02, eta: 1 day, 18:43:44, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1208, loss: 2.1208, grad_norm: 3.9341 2020-07-26 06:52:13,025 - mmaction - INFO - Epoch [40][200/3757] lr: 2.000e-02, eta: 1 day, 18:43:31, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1965, loss: 2.1965, grad_norm: 4.0586 2020-07-26 06:52:26,280 - mmaction - INFO - Epoch [40][220/3757] lr: 2.000e-02, eta: 1 day, 18:43:17, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7688, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.1003 2020-07-26 06:52:39,892 - mmaction - INFO - Epoch [40][240/3757] lr: 2.000e-02, eta: 1 day, 18:43:04, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0236, loss: 2.0236, grad_norm: 3.9956 2020-07-26 06:52:53,643 - mmaction - INFO - Epoch [40][260/3757] lr: 2.000e-02, eta: 1 day, 18:42:51, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1043, loss: 2.1043, grad_norm: 4.0786 2020-07-26 06:53:07,583 - mmaction - INFO - Epoch [40][280/3757] lr: 2.000e-02, eta: 1 day, 18:42:38, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0802, loss: 2.0802, grad_norm: 3.9479 2020-07-26 06:53:21,372 - mmaction - INFO - Epoch [40][300/3757] lr: 2.000e-02, eta: 1 day, 18:42:25, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7641, loss_cls: 2.0788, loss: 2.0788, grad_norm: 4.1161 2020-07-26 06:53:35,587 - mmaction - INFO - Epoch [40][320/3757] lr: 2.000e-02, eta: 1 day, 18:42:13, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.1063 2020-07-26 06:53:49,785 - mmaction - INFO - Epoch [40][340/3757] lr: 2.000e-02, eta: 1 day, 18:42:01, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.2312, loss: 2.2312, grad_norm: 4.0748 2020-07-26 06:54:03,642 - mmaction - INFO - Epoch [40][360/3757] lr: 2.000e-02, eta: 1 day, 18:41:48, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0512, loss: 2.0512, grad_norm: 3.9175 2020-07-26 06:54:18,288 - mmaction - INFO - Epoch [40][380/3757] lr: 2.000e-02, eta: 1 day, 18:41:36, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 2.0609, loss: 2.0609, grad_norm: 4.1630 2020-07-26 06:54:31,553 - mmaction - INFO - Epoch [40][400/3757] lr: 2.000e-02, eta: 1 day, 18:41:23, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9790 2020-07-26 06:54:44,801 - mmaction - INFO - Epoch [40][420/3757] lr: 2.000e-02, eta: 1 day, 18:41:09, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.1011 2020-07-26 06:54:58,356 - mmaction - INFO - Epoch [40][440/3757] lr: 2.000e-02, eta: 1 day, 18:40:56, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.5305, top5_acc: 0.7422, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.8982 2020-07-26 06:55:12,591 - mmaction - INFO - Epoch [40][460/3757] lr: 2.000e-02, eta: 1 day, 18:40:44, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0146, loss: 2.0146, grad_norm: 3.9772 2020-07-26 06:55:26,549 - mmaction - INFO - Epoch [40][480/3757] lr: 2.000e-02, eta: 1 day, 18:40:31, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.0818 2020-07-26 06:55:39,973 - mmaction - INFO - Epoch [40][500/3757] lr: 2.000e-02, eta: 1 day, 18:40:18, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.2202, loss: 2.2202, grad_norm: 4.0725 2020-07-26 06:55:53,444 - mmaction - INFO - Epoch [40][520/3757] lr: 2.000e-02, eta: 1 day, 18:40:04, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.9724 2020-07-26 06:56:06,746 - mmaction - INFO - Epoch [40][540/3757] lr: 2.000e-02, eta: 1 day, 18:39:51, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0400, loss: 2.0400, grad_norm: 4.0487 2020-07-26 06:56:20,467 - mmaction - INFO - Epoch [40][560/3757] lr: 2.000e-02, eta: 1 day, 18:39:38, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.1835, loss: 2.1835, grad_norm: 4.1505 2020-07-26 06:56:34,786 - mmaction - INFO - Epoch [40][580/3757] lr: 2.000e-02, eta: 1 day, 18:39:26, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.8274 2020-07-26 06:56:49,161 - mmaction - INFO - Epoch [40][600/3757] lr: 2.000e-02, eta: 1 day, 18:39:14, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1379, loss: 2.1379, grad_norm: 4.1574 2020-07-26 06:57:02,667 - mmaction - INFO - Epoch [40][620/3757] lr: 2.000e-02, eta: 1 day, 18:39:00, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1703, loss: 2.1703, grad_norm: 4.1168 2020-07-26 06:57:16,495 - mmaction - INFO - Epoch [40][640/3757] lr: 2.000e-02, eta: 1 day, 18:38:47, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1326, loss: 2.1326, grad_norm: 4.1990 2020-07-26 06:57:30,422 - mmaction - INFO - Epoch [40][660/3757] lr: 2.000e-02, eta: 1 day, 18:38:35, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.9637 2020-07-26 06:57:45,009 - mmaction - INFO - Epoch [40][680/3757] lr: 2.000e-02, eta: 1 day, 18:38:23, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1138, loss: 2.1138, grad_norm: 4.0696 2020-07-26 06:57:57,989 - mmaction - INFO - Epoch [40][700/3757] lr: 2.000e-02, eta: 1 day, 18:38:09, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.1624 2020-07-26 06:58:11,394 - mmaction - INFO - Epoch [40][720/3757] lr: 2.000e-02, eta: 1 day, 18:37:56, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1045, loss: 2.1045, grad_norm: 4.0595 2020-07-26 06:58:24,878 - mmaction - INFO - Epoch [40][740/3757] lr: 2.000e-02, eta: 1 day, 18:37:42, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2460, loss: 2.2460, grad_norm: 4.0950 2020-07-26 06:58:38,357 - mmaction - INFO - Epoch [40][760/3757] lr: 2.000e-02, eta: 1 day, 18:37:29, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.0715, loss: 2.0715, grad_norm: 4.0178 2020-07-26 06:58:52,688 - mmaction - INFO - Epoch [40][780/3757] lr: 2.000e-02, eta: 1 day, 18:37:17, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7328, loss_cls: 2.1715, loss: 2.1715, grad_norm: 4.0343 2020-07-26 06:59:06,607 - mmaction - INFO - Epoch [40][800/3757] lr: 2.000e-02, eta: 1 day, 18:37:04, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1265, loss: 2.1265, grad_norm: 4.0486 2020-07-26 06:59:20,562 - mmaction - INFO - Epoch [40][820/3757] lr: 2.000e-02, eta: 1 day, 18:36:51, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7375, loss_cls: 2.1472, loss: 2.1472, grad_norm: 4.2372 2020-07-26 06:59:34,181 - mmaction - INFO - Epoch [40][840/3757] lr: 2.000e-02, eta: 1 day, 18:36:38, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.0932, loss: 2.0932, grad_norm: 3.9018 2020-07-26 06:59:47,471 - mmaction - INFO - Epoch [40][860/3757] lr: 2.000e-02, eta: 1 day, 18:36:25, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0293, loss: 2.0293, grad_norm: 4.0031 2020-07-26 07:00:01,053 - mmaction - INFO - Epoch [40][880/3757] lr: 2.000e-02, eta: 1 day, 18:36:11, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1496, loss: 2.1496, grad_norm: 4.1485 2020-07-26 07:00:15,767 - mmaction - INFO - Epoch [40][900/3757] lr: 2.000e-02, eta: 1 day, 18:36:00, time: 0.732, data_time: 0.003, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7477, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.9997 2020-07-26 07:00:29,579 - mmaction - INFO - Epoch [40][920/3757] lr: 2.000e-02, eta: 1 day, 18:35:47, time: 0.691, data_time: 0.012, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7523, loss_cls: 2.1080, loss: 2.1080, grad_norm: 4.1227 2020-07-26 07:00:42,970 - mmaction - INFO - Epoch [40][940/3757] lr: 2.000e-02, eta: 1 day, 18:35:34, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.1336, loss: 2.1336, grad_norm: 4.0109 2020-07-26 07:00:56,787 - mmaction - INFO - Epoch [40][960/3757] lr: 2.000e-02, eta: 1 day, 18:35:21, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.1674, loss: 2.1674, grad_norm: 4.1108 2020-07-26 07:01:10,112 - mmaction - INFO - Epoch [40][980/3757] lr: 2.000e-02, eta: 1 day, 18:35:07, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.0748, loss: 2.0748, grad_norm: 4.0679 2020-07-26 07:01:24,008 - mmaction - INFO - Epoch [40][1000/3757] lr: 2.000e-02, eta: 1 day, 18:34:54, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1362, loss: 2.1362, grad_norm: 4.1054 2020-07-26 07:01:37,642 - mmaction - INFO - Epoch [40][1020/3757] lr: 2.000e-02, eta: 1 day, 18:34:41, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1232, loss: 2.1232, grad_norm: 4.0592 2020-07-26 07:01:51,176 - mmaction - INFO - Epoch [40][1040/3757] lr: 2.000e-02, eta: 1 day, 18:34:28, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1115, loss: 2.1115, grad_norm: 4.0931 2020-07-26 07:02:04,719 - mmaction - INFO - Epoch [40][1060/3757] lr: 2.000e-02, eta: 1 day, 18:34:15, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.0934, loss: 2.0934, grad_norm: 4.1091 2020-07-26 07:02:18,241 - mmaction - INFO - Epoch [40][1080/3757] lr: 2.000e-02, eta: 1 day, 18:34:01, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7359, loss_cls: 2.1171, loss: 2.1171, grad_norm: 4.0430 2020-07-26 07:02:31,192 - mmaction - INFO - Epoch [40][1100/3757] lr: 2.000e-02, eta: 1 day, 18:33:47, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 2.0298, loss: 2.0298, grad_norm: 4.0337 2020-07-26 07:02:44,772 - mmaction - INFO - Epoch [40][1120/3757] lr: 2.000e-02, eta: 1 day, 18:33:34, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.0894, loss: 2.0894, grad_norm: 4.2008 2020-07-26 07:02:59,020 - mmaction - INFO - Epoch [40][1140/3757] lr: 2.000e-02, eta: 1 day, 18:33:22, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.1891 2020-07-26 07:03:12,792 - mmaction - INFO - Epoch [40][1160/3757] lr: 2.000e-02, eta: 1 day, 18:33:09, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.9318 2020-07-26 07:03:25,842 - mmaction - INFO - Epoch [40][1180/3757] lr: 2.000e-02, eta: 1 day, 18:32:55, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.9704 2020-07-26 07:03:40,038 - mmaction - INFO - Epoch [40][1200/3757] lr: 2.000e-02, eta: 1 day, 18:32:43, time: 0.710, data_time: 0.002, memory: 7079, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2402, loss: 2.2402, grad_norm: 4.2526 2020-07-26 07:03:53,148 - mmaction - INFO - Epoch [40][1220/3757] lr: 2.000e-02, eta: 1 day, 18:32:29, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0739, loss: 2.0739, grad_norm: 3.9562 2020-07-26 07:04:06,478 - mmaction - INFO - Epoch [40][1240/3757] lr: 2.000e-02, eta: 1 day, 18:32:15, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.2189, loss: 2.2189, grad_norm: 4.1495 2020-07-26 07:04:20,809 - mmaction - INFO - Epoch [40][1260/3757] lr: 2.000e-02, eta: 1 day, 18:32:03, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2293, loss: 2.2293, grad_norm: 4.2833 2020-07-26 07:04:33,853 - mmaction - INFO - Epoch [40][1280/3757] lr: 2.000e-02, eta: 1 day, 18:31:49, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2268, loss: 2.2268, grad_norm: 4.1450 2020-07-26 07:04:47,509 - mmaction - INFO - Epoch [40][1300/3757] lr: 2.000e-02, eta: 1 day, 18:31:36, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1589, loss: 2.1589, grad_norm: 4.1570 2020-07-26 07:05:00,839 - mmaction - INFO - Epoch [40][1320/3757] lr: 2.000e-02, eta: 1 day, 18:31:22, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1469, loss: 2.1469, grad_norm: 4.0558 2020-07-26 07:05:15,062 - mmaction - INFO - Epoch [40][1340/3757] lr: 2.000e-02, eta: 1 day, 18:31:10, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1765, loss: 2.1765, grad_norm: 4.0202 2020-07-26 07:05:29,245 - mmaction - INFO - Epoch [40][1360/3757] lr: 2.000e-02, eta: 1 day, 18:30:58, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0552, loss: 2.0552, grad_norm: 4.0293 2020-07-26 07:05:42,760 - mmaction - INFO - Epoch [40][1380/3757] lr: 2.000e-02, eta: 1 day, 18:30:44, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.9596 2020-07-26 07:05:55,938 - mmaction - INFO - Epoch [40][1400/3757] lr: 2.000e-02, eta: 1 day, 18:30:31, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0419, loss: 2.0419, grad_norm: 4.1079 2020-07-26 07:06:09,974 - mmaction - INFO - Epoch [40][1420/3757] lr: 2.000e-02, eta: 1 day, 18:30:18, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1512, loss: 2.1512, grad_norm: 4.1740 2020-07-26 07:06:23,735 - mmaction - INFO - Epoch [40][1440/3757] lr: 2.000e-02, eta: 1 day, 18:30:05, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1373, loss: 2.1373, grad_norm: 4.0953 2020-07-26 07:06:37,453 - mmaction - INFO - Epoch [40][1460/3757] lr: 2.000e-02, eta: 1 day, 18:29:52, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2722, loss: 2.2722, grad_norm: 4.3005 2020-07-26 07:06:50,710 - mmaction - INFO - Epoch [40][1480/3757] lr: 2.000e-02, eta: 1 day, 18:29:38, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.9565 2020-07-26 07:07:04,869 - mmaction - INFO - Epoch [40][1500/3757] lr: 2.000e-02, eta: 1 day, 18:29:26, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.0794 2020-07-26 07:07:18,212 - mmaction - INFO - Epoch [40][1520/3757] lr: 2.000e-02, eta: 1 day, 18:29:13, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1464, loss: 2.1464, grad_norm: 4.0924 2020-07-26 07:07:31,628 - mmaction - INFO - Epoch [40][1540/3757] lr: 2.000e-02, eta: 1 day, 18:28:59, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1307, loss: 2.1307, grad_norm: 4.1725 2020-07-26 07:07:45,156 - mmaction - INFO - Epoch [40][1560/3757] lr: 2.000e-02, eta: 1 day, 18:28:46, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.1056, loss: 2.1056, grad_norm: 4.0018 2020-07-26 07:07:59,102 - mmaction - INFO - Epoch [40][1580/3757] lr: 2.000e-02, eta: 1 day, 18:28:33, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1798, loss: 2.1798, grad_norm: 4.1969 2020-07-26 07:08:13,213 - mmaction - INFO - Epoch [40][1600/3757] lr: 2.000e-02, eta: 1 day, 18:28:21, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1222, loss: 2.1222, grad_norm: 4.0435 2020-07-26 07:08:26,470 - mmaction - INFO - Epoch [40][1620/3757] lr: 2.000e-02, eta: 1 day, 18:28:07, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1036, loss: 2.1036, grad_norm: 4.0562 2020-07-26 07:08:39,672 - mmaction - INFO - Epoch [40][1640/3757] lr: 2.000e-02, eta: 1 day, 18:27:53, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0546, loss: 2.0546, grad_norm: 3.9386 2020-07-26 07:08:53,922 - mmaction - INFO - Epoch [40][1660/3757] lr: 2.000e-02, eta: 1 day, 18:27:41, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.2110, loss: 2.2110, grad_norm: 4.1859 2020-07-26 07:09:07,711 - mmaction - INFO - Epoch [40][1680/3757] lr: 2.000e-02, eta: 1 day, 18:27:28, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1921, loss: 2.1921, grad_norm: 4.2429 2020-07-26 07:09:20,822 - mmaction - INFO - Epoch [40][1700/3757] lr: 2.000e-02, eta: 1 day, 18:27:14, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.2923, loss: 2.2923, grad_norm: 4.0590 2020-07-26 07:09:34,317 - mmaction - INFO - Epoch [40][1720/3757] lr: 2.000e-02, eta: 1 day, 18:27:01, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7430, loss_cls: 2.1922, loss: 2.1922, grad_norm: 4.0363 2020-07-26 07:09:48,360 - mmaction - INFO - Epoch [40][1740/3757] lr: 2.000e-02, eta: 1 day, 18:26:48, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.4750, top5_acc: 0.7461, loss_cls: 2.2044, loss: 2.2044, grad_norm: 4.0900 2020-07-26 07:10:02,830 - mmaction - INFO - Epoch [40][1760/3757] lr: 2.000e-02, eta: 1 day, 18:26:36, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1762, loss: 2.1762, grad_norm: 4.0600 2020-07-26 07:10:16,945 - mmaction - INFO - Epoch [40][1780/3757] lr: 2.000e-02, eta: 1 day, 18:26:24, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.0929, loss: 2.0929, grad_norm: 3.9583 2020-07-26 07:10:30,464 - mmaction - INFO - Epoch [40][1800/3757] lr: 2.000e-02, eta: 1 day, 18:26:11, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1656, loss: 2.1656, grad_norm: 4.1436 2020-07-26 07:10:44,558 - mmaction - INFO - Epoch [40][1820/3757] lr: 2.000e-02, eta: 1 day, 18:25:58, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.1953, loss: 2.1953, grad_norm: 4.1977 2020-07-26 07:10:57,432 - mmaction - INFO - Epoch [40][1840/3757] lr: 2.000e-02, eta: 1 day, 18:25:44, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0768, loss: 2.0768, grad_norm: 4.1956 2020-07-26 07:11:10,737 - mmaction - INFO - Epoch [40][1860/3757] lr: 2.000e-02, eta: 1 day, 18:25:30, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2489, loss: 2.2489, grad_norm: 4.1421 2020-07-26 07:11:24,045 - mmaction - INFO - Epoch [40][1880/3757] lr: 2.000e-02, eta: 1 day, 18:25:17, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3751, loss: 2.3751, grad_norm: 4.0027 2020-07-26 07:11:37,269 - mmaction - INFO - Epoch [40][1900/3757] lr: 2.000e-02, eta: 1 day, 18:25:03, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1183, loss: 2.1183, grad_norm: 4.0787 2020-07-26 07:11:51,828 - mmaction - INFO - Epoch [40][1920/3757] lr: 2.000e-02, eta: 1 day, 18:24:51, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1749, loss: 2.1749, grad_norm: 4.1268 2020-07-26 07:12:05,542 - mmaction - INFO - Epoch [40][1940/3757] lr: 2.000e-02, eta: 1 day, 18:24:38, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7617, loss_cls: 2.0760, loss: 2.0760, grad_norm: 4.1005 2020-07-26 07:12:19,495 - mmaction - INFO - Epoch [40][1960/3757] lr: 2.000e-02, eta: 1 day, 18:24:26, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.9303 2020-07-26 07:12:32,671 - mmaction - INFO - Epoch [40][1980/3757] lr: 2.000e-02, eta: 1 day, 18:24:12, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.9710 2020-07-26 07:12:46,204 - mmaction - INFO - Epoch [40][2000/3757] lr: 2.000e-02, eta: 1 day, 18:23:58, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2270, loss: 2.2270, grad_norm: 4.1638 2020-07-26 07:12:59,315 - mmaction - INFO - Epoch [40][2020/3757] lr: 2.000e-02, eta: 1 day, 18:23:44, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.9367 2020-07-26 07:13:12,616 - mmaction - INFO - Epoch [40][2040/3757] lr: 2.000e-02, eta: 1 day, 18:23:31, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.4641, top5_acc: 0.7219, loss_cls: 2.2814, loss: 2.2814, grad_norm: 4.1486 2020-07-26 07:13:25,960 - mmaction - INFO - Epoch [40][2060/3757] lr: 2.000e-02, eta: 1 day, 18:23:17, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7203, loss_cls: 2.2031, loss: 2.2031, grad_norm: 4.0887 2020-07-26 07:13:40,768 - mmaction - INFO - Epoch [40][2080/3757] lr: 2.000e-02, eta: 1 day, 18:23:06, time: 0.741, data_time: 0.003, memory: 7079, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 2.0635, loss: 2.0635, grad_norm: 4.1031 2020-07-26 07:13:53,731 - mmaction - INFO - Epoch [40][2100/3757] lr: 2.000e-02, eta: 1 day, 18:22:52, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.2435, loss: 2.2435, grad_norm: 4.1758 2020-07-26 07:14:07,930 - mmaction - INFO - Epoch [40][2120/3757] lr: 2.000e-02, eta: 1 day, 18:22:39, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2173, loss: 2.2173, grad_norm: 4.0516 2020-07-26 07:14:21,379 - mmaction - INFO - Epoch [40][2140/3757] lr: 2.000e-02, eta: 1 day, 18:22:26, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.1078 2020-07-26 07:14:35,922 - mmaction - INFO - Epoch [40][2160/3757] lr: 2.000e-02, eta: 1 day, 18:22:14, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1214, loss: 2.1214, grad_norm: 4.0715 2020-07-26 07:14:49,715 - mmaction - INFO - Epoch [40][2180/3757] lr: 2.000e-02, eta: 1 day, 18:22:01, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1544, loss: 2.1544, grad_norm: 4.1719 2020-07-26 07:15:02,654 - mmaction - INFO - Epoch [40][2200/3757] lr: 2.000e-02, eta: 1 day, 18:21:47, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.1907, loss: 2.1907, grad_norm: 4.0124 2020-07-26 07:15:16,164 - mmaction - INFO - Epoch [40][2220/3757] lr: 2.000e-02, eta: 1 day, 18:21:34, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2104, loss: 2.2104, grad_norm: 4.0746 2020-07-26 07:15:29,954 - mmaction - INFO - Epoch [40][2240/3757] lr: 2.000e-02, eta: 1 day, 18:21:21, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2362, loss: 2.2362, grad_norm: 4.0997 2020-07-26 07:15:42,988 - mmaction - INFO - Epoch [40][2260/3757] lr: 2.000e-02, eta: 1 day, 18:21:07, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0698, loss: 2.0698, grad_norm: 4.0125 2020-07-26 07:15:57,179 - mmaction - INFO - Epoch [40][2280/3757] lr: 2.000e-02, eta: 1 day, 18:20:55, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1888, loss: 2.1888, grad_norm: 4.0970 2020-07-26 07:16:10,564 - mmaction - INFO - Epoch [40][2300/3757] lr: 2.000e-02, eta: 1 day, 18:20:41, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.1449, loss: 2.1449, grad_norm: 4.0910 2020-07-26 07:16:24,379 - mmaction - INFO - Epoch [40][2320/3757] lr: 2.000e-02, eta: 1 day, 18:20:28, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1381, loss: 2.1381, grad_norm: 4.1138 2020-07-26 07:16:37,600 - mmaction - INFO - Epoch [40][2340/3757] lr: 2.000e-02, eta: 1 day, 18:20:14, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.9349 2020-07-26 07:16:52,130 - mmaction - INFO - Epoch [40][2360/3757] lr: 2.000e-02, eta: 1 day, 18:20:03, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1286, loss: 2.1286, grad_norm: 4.0719 2020-07-26 07:17:05,678 - mmaction - INFO - Epoch [40][2380/3757] lr: 2.000e-02, eta: 1 day, 18:19:49, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1417, loss: 2.1417, grad_norm: 4.0080 2020-07-26 07:17:19,260 - mmaction - INFO - Epoch [40][2400/3757] lr: 2.000e-02, eta: 1 day, 18:19:36, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0933, loss: 2.0933, grad_norm: 4.0255 2020-07-26 07:17:32,826 - mmaction - INFO - Epoch [40][2420/3757] lr: 2.000e-02, eta: 1 day, 18:19:23, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2068, loss: 2.2068, grad_norm: 4.1513 2020-07-26 07:17:46,861 - mmaction - INFO - Epoch [40][2440/3757] lr: 2.000e-02, eta: 1 day, 18:19:10, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.4742, top5_acc: 0.7375, loss_cls: 2.2465, loss: 2.2465, grad_norm: 4.1647 2020-07-26 07:17:59,852 - mmaction - INFO - Epoch [40][2460/3757] lr: 2.000e-02, eta: 1 day, 18:18:56, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.9553 2020-07-26 07:18:13,540 - mmaction - INFO - Epoch [40][2480/3757] lr: 2.000e-02, eta: 1 day, 18:18:43, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.1127, loss: 2.1127, grad_norm: 4.1192 2020-07-26 07:18:27,355 - mmaction - INFO - Epoch [40][2500/3757] lr: 2.000e-02, eta: 1 day, 18:18:30, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1725, loss: 2.1725, grad_norm: 4.1605 2020-07-26 07:18:41,621 - mmaction - INFO - Epoch [40][2520/3757] lr: 2.000e-02, eta: 1 day, 18:18:18, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.9542 2020-07-26 07:18:54,674 - mmaction - INFO - Epoch [40][2540/3757] lr: 2.000e-02, eta: 1 day, 18:18:04, time: 0.656, data_time: 0.009, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1141, loss: 2.1141, grad_norm: 4.0115 2020-07-26 07:19:08,783 - mmaction - INFO - Epoch [40][2560/3757] lr: 2.000e-02, eta: 1 day, 18:17:52, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1803, loss: 2.1803, grad_norm: 4.0157 2020-07-26 07:19:22,518 - mmaction - INFO - Epoch [40][2580/3757] lr: 2.000e-02, eta: 1 day, 18:17:39, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.9964 2020-07-26 07:19:35,716 - mmaction - INFO - Epoch [40][2600/3757] lr: 2.000e-02, eta: 1 day, 18:17:25, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1477, loss: 2.1477, grad_norm: 4.1085 2020-07-26 07:19:49,019 - mmaction - INFO - Epoch [40][2620/3757] lr: 2.000e-02, eta: 1 day, 18:17:11, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.9707 2020-07-26 07:20:02,629 - mmaction - INFO - Epoch [40][2640/3757] lr: 2.000e-02, eta: 1 day, 18:16:58, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1581, loss: 2.1581, grad_norm: 4.1000 2020-07-26 07:20:16,017 - mmaction - INFO - Epoch [40][2660/3757] lr: 2.000e-02, eta: 1 day, 18:16:45, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.0597, loss: 2.0597, grad_norm: 3.9881 2020-07-26 07:20:29,417 - mmaction - INFO - Epoch [40][2680/3757] lr: 2.000e-02, eta: 1 day, 18:16:31, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.4719, top5_acc: 0.7398, loss_cls: 2.1885, loss: 2.1885, grad_norm: 4.2100 2020-07-26 07:20:43,453 - mmaction - INFO - Epoch [40][2700/3757] lr: 2.000e-02, eta: 1 day, 18:16:19, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.1932, loss: 2.1932, grad_norm: 4.0099 2020-07-26 07:20:57,290 - mmaction - INFO - Epoch [40][2720/3757] lr: 2.000e-02, eta: 1 day, 18:16:06, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.9812 2020-07-26 07:21:11,335 - mmaction - INFO - Epoch [40][2740/3757] lr: 2.000e-02, eta: 1 day, 18:15:53, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0655, loss: 2.0655, grad_norm: 4.1623 2020-07-26 07:21:25,107 - mmaction - INFO - Epoch [40][2760/3757] lr: 2.000e-02, eta: 1 day, 18:15:40, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.2387, loss: 2.2387, grad_norm: 4.1893 2020-07-26 07:21:38,841 - mmaction - INFO - Epoch [40][2780/3757] lr: 2.000e-02, eta: 1 day, 18:15:27, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1601, loss: 2.1601, grad_norm: 4.1606 2020-07-26 07:21:51,996 - mmaction - INFO - Epoch [40][2800/3757] lr: 2.000e-02, eta: 1 day, 18:15:13, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.2352, loss: 2.2352, grad_norm: 4.2065 2020-07-26 07:22:05,208 - mmaction - INFO - Epoch [40][2820/3757] lr: 2.000e-02, eta: 1 day, 18:15:00, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.9930 2020-07-26 07:22:18,602 - mmaction - INFO - Epoch [40][2840/3757] lr: 2.000e-02, eta: 1 day, 18:14:46, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0590, loss: 2.0590, grad_norm: 4.0722 2020-07-26 07:22:31,781 - mmaction - INFO - Epoch [40][2860/3757] lr: 2.000e-02, eta: 1 day, 18:14:32, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1341, loss: 2.1341, grad_norm: 4.1927 2020-07-26 07:22:45,796 - mmaction - INFO - Epoch [40][2880/3757] lr: 2.000e-02, eta: 1 day, 18:14:20, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2077, loss: 2.2077, grad_norm: 4.0015 2020-07-26 07:22:59,432 - mmaction - INFO - Epoch [40][2900/3757] lr: 2.000e-02, eta: 1 day, 18:14:07, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0583, loss: 2.0583, grad_norm: 3.9574 2020-07-26 07:23:12,732 - mmaction - INFO - Epoch [40][2920/3757] lr: 2.000e-02, eta: 1 day, 18:13:53, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1486, loss: 2.1486, grad_norm: 4.2997 2020-07-26 07:23:27,321 - mmaction - INFO - Epoch [40][2940/3757] lr: 2.000e-02, eta: 1 day, 18:13:41, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1471, loss: 2.1471, grad_norm: 4.2032 2020-07-26 07:23:40,713 - mmaction - INFO - Epoch [40][2960/3757] lr: 2.000e-02, eta: 1 day, 18:13:28, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7633, loss_cls: 2.0804, loss: 2.0804, grad_norm: 4.1850 2020-07-26 07:23:54,811 - mmaction - INFO - Epoch [40][2980/3757] lr: 2.000e-02, eta: 1 day, 18:13:15, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1920, loss: 2.1920, grad_norm: 4.1125 2020-07-26 07:24:08,598 - mmaction - INFO - Epoch [40][3000/3757] lr: 2.000e-02, eta: 1 day, 18:13:02, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1070, loss: 2.1070, grad_norm: 4.1613 2020-07-26 07:24:22,223 - mmaction - INFO - Epoch [40][3020/3757] lr: 2.000e-02, eta: 1 day, 18:12:49, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1983, loss: 2.1983, grad_norm: 4.1058 2020-07-26 07:24:36,080 - mmaction - INFO - Epoch [40][3040/3757] lr: 2.000e-02, eta: 1 day, 18:12:36, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1668, loss: 2.1668, grad_norm: 4.1313 2020-07-26 07:24:50,391 - mmaction - INFO - Epoch [40][3060/3757] lr: 2.000e-02, eta: 1 day, 18:12:24, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1077, loss: 2.1077, grad_norm: 4.0286 2020-07-26 07:25:03,867 - mmaction - INFO - Epoch [40][3080/3757] lr: 2.000e-02, eta: 1 day, 18:12:11, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0689, loss: 2.0689, grad_norm: 4.0362 2020-07-26 07:25:17,091 - mmaction - INFO - Epoch [40][3100/3757] lr: 2.000e-02, eta: 1 day, 18:11:57, time: 0.661, data_time: 0.003, memory: 7079, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2135, loss: 2.2135, grad_norm: 4.0406 2020-07-26 07:25:30,862 - mmaction - INFO - Epoch [40][3120/3757] lr: 2.000e-02, eta: 1 day, 18:11:44, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2624, loss: 2.2624, grad_norm: 3.9447 2020-07-26 07:25:44,518 - mmaction - INFO - Epoch [40][3140/3757] lr: 2.000e-02, eta: 1 day, 18:11:31, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0758, loss: 2.0758, grad_norm: 4.0785 2020-07-26 07:25:57,693 - mmaction - INFO - Epoch [40][3160/3757] lr: 2.000e-02, eta: 1 day, 18:11:17, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1746, loss: 2.1746, grad_norm: 4.1643 2020-07-26 07:26:11,831 - mmaction - INFO - Epoch [40][3180/3757] lr: 2.000e-02, eta: 1 day, 18:11:05, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.0704 2020-07-26 07:26:25,912 - mmaction - INFO - Epoch [40][3200/3757] lr: 2.000e-02, eta: 1 day, 18:10:52, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.0101 2020-07-26 07:26:39,193 - mmaction - INFO - Epoch [40][3220/3757] lr: 2.000e-02, eta: 1 day, 18:10:39, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.0882, loss: 2.0882, grad_norm: 3.9873 2020-07-26 07:26:52,491 - mmaction - INFO - Epoch [40][3240/3757] lr: 2.000e-02, eta: 1 day, 18:10:25, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.0941, loss: 2.0941, grad_norm: 4.0873 2020-07-26 07:27:06,027 - mmaction - INFO - Epoch [40][3260/3757] lr: 2.000e-02, eta: 1 day, 18:10:12, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2980, loss: 2.2980, grad_norm: 4.1010 2020-07-26 07:27:20,424 - mmaction - INFO - Epoch [40][3280/3757] lr: 2.000e-02, eta: 1 day, 18:10:00, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.1424, loss: 2.1424, grad_norm: 4.0700 2020-07-26 07:27:33,612 - mmaction - INFO - Epoch [40][3300/3757] lr: 2.000e-02, eta: 1 day, 18:09:46, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.5383, top5_acc: 0.7492, loss_cls: 2.0813, loss: 2.0813, grad_norm: 4.0292 2020-07-26 07:27:47,714 - mmaction - INFO - Epoch [40][3320/3757] lr: 2.000e-02, eta: 1 day, 18:09:34, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.1214, loss: 2.1214, grad_norm: 4.1465 2020-07-26 07:28:00,847 - mmaction - INFO - Epoch [40][3340/3757] lr: 2.000e-02, eta: 1 day, 18:09:20, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.1830, loss: 2.1830, grad_norm: 4.0498 2020-07-26 07:28:15,035 - mmaction - INFO - Epoch [40][3360/3757] lr: 2.000e-02, eta: 1 day, 18:09:07, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1501, loss: 2.1501, grad_norm: 4.0254 2020-07-26 07:28:28,766 - mmaction - INFO - Epoch [40][3380/3757] lr: 2.000e-02, eta: 1 day, 18:08:54, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1456, loss: 2.1456, grad_norm: 4.1694 2020-07-26 07:28:43,306 - mmaction - INFO - Epoch [40][3400/3757] lr: 2.000e-02, eta: 1 day, 18:08:42, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2171, loss: 2.2171, grad_norm: 4.1064 2020-07-26 07:28:57,209 - mmaction - INFO - Epoch [40][3420/3757] lr: 2.000e-02, eta: 1 day, 18:08:30, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1564, loss: 2.1564, grad_norm: 4.1100 2020-07-26 07:29:10,772 - mmaction - INFO - Epoch [40][3440/3757] lr: 2.000e-02, eta: 1 day, 18:08:17, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2445, loss: 2.2445, grad_norm: 4.0456 2020-07-26 07:29:24,870 - mmaction - INFO - Epoch [40][3460/3757] lr: 2.000e-02, eta: 1 day, 18:08:04, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0724, loss: 2.0724, grad_norm: 4.1024 2020-07-26 07:29:38,702 - mmaction - INFO - Epoch [40][3480/3757] lr: 2.000e-02, eta: 1 day, 18:07:51, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1809, loss: 2.1809, grad_norm: 4.1344 2020-07-26 07:29:52,747 - mmaction - INFO - Epoch [40][3500/3757] lr: 2.000e-02, eta: 1 day, 18:07:39, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2545, loss: 2.2545, grad_norm: 4.1936 2020-07-26 07:30:06,045 - mmaction - INFO - Epoch [40][3520/3757] lr: 2.000e-02, eta: 1 day, 18:07:25, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1836, loss: 2.1836, grad_norm: 4.3351 2020-07-26 07:30:20,755 - mmaction - INFO - Epoch [40][3540/3757] lr: 2.000e-02, eta: 1 day, 18:07:13, time: 0.736, data_time: 0.002, memory: 7079, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.9851 2020-07-26 07:30:34,294 - mmaction - INFO - Epoch [40][3560/3757] lr: 2.000e-02, eta: 1 day, 18:07:00, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2338, loss: 2.2338, grad_norm: 4.1994 2020-07-26 07:30:48,624 - mmaction - INFO - Epoch [40][3580/3757] lr: 2.000e-02, eta: 1 day, 18:06:48, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.1008, loss: 2.1008, grad_norm: 4.0219 2020-07-26 07:31:02,430 - mmaction - INFO - Epoch [40][3600/3757] lr: 2.000e-02, eta: 1 day, 18:06:35, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1454, loss: 2.1454, grad_norm: 4.0699 2020-07-26 07:31:15,865 - mmaction - INFO - Epoch [40][3620/3757] lr: 2.000e-02, eta: 1 day, 18:06:22, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0878, loss: 2.0878, grad_norm: 4.0996 2020-07-26 07:31:29,231 - mmaction - INFO - Epoch [40][3640/3757] lr: 2.000e-02, eta: 1 day, 18:06:08, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.1705, loss: 2.1705, grad_norm: 4.0429 2020-07-26 07:31:42,732 - mmaction - INFO - Epoch [40][3660/3757] lr: 2.000e-02, eta: 1 day, 18:05:55, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1743, loss: 2.1743, grad_norm: 4.0268 2020-07-26 07:31:56,325 - mmaction - INFO - Epoch [40][3680/3757] lr: 2.000e-02, eta: 1 day, 18:05:42, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.0047 2020-07-26 07:32:09,574 - mmaction - INFO - Epoch [40][3700/3757] lr: 2.000e-02, eta: 1 day, 18:05:28, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.9389 2020-07-26 07:32:24,135 - mmaction - INFO - Epoch [40][3720/3757] lr: 2.000e-02, eta: 1 day, 18:05:16, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.0921, loss: 2.0921, grad_norm: 4.0661 2020-07-26 07:32:37,186 - mmaction - INFO - Epoch [40][3740/3757] lr: 2.000e-02, eta: 1 day, 18:05:02, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.2626, loss: 2.2626, grad_norm: 4.0460 2020-07-26 07:32:49,443 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-26 07:33:15,100 - mmaction - INFO - Epoch [41][20/3757] lr: 2.000e-03, eta: 1 day, 18:04:35, time: 1.168, data_time: 0.536, memory: 7079, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.8131 2020-07-26 07:33:27,380 - mmaction - INFO - Epoch [41][40/3757] lr: 2.000e-03, eta: 1 day, 18:04:20, time: 0.613, data_time: 0.002, memory: 7079, top1_acc: 0.5312, top5_acc: 0.7492, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.6872 2020-07-26 07:33:41,233 - mmaction - INFO - Epoch [41][60/3757] lr: 2.000e-03, eta: 1 day, 18:04:07, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.9186, loss: 1.9186, grad_norm: 3.7429 2020-07-26 07:33:55,203 - mmaction - INFO - Epoch [41][80/3757] lr: 2.000e-03, eta: 1 day, 18:03:54, time: 0.701, data_time: 0.008, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8894, loss: 1.8894, grad_norm: 3.7343 2020-07-26 07:34:08,322 - mmaction - INFO - Epoch [41][100/3757] lr: 2.000e-03, eta: 1 day, 18:03:40, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0406, loss: 2.0406, grad_norm: 3.8790 2020-07-26 07:34:21,705 - mmaction - INFO - Epoch [41][120/3757] lr: 2.000e-03, eta: 1 day, 18:03:27, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7852, loss_cls: 1.9140, loss: 1.9140, grad_norm: 3.8702 2020-07-26 07:34:35,320 - mmaction - INFO - Epoch [41][140/3757] lr: 2.000e-03, eta: 1 day, 18:03:14, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 1.9834, loss: 1.9834, grad_norm: 3.8796 2020-07-26 07:34:48,769 - mmaction - INFO - Epoch [41][160/3757] lr: 2.000e-03, eta: 1 day, 18:03:00, time: 0.675, data_time: 0.009, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.8919, loss: 1.8919, grad_norm: 3.8365 2020-07-26 07:35:02,250 - mmaction - INFO - Epoch [41][180/3757] lr: 2.000e-03, eta: 1 day, 18:02:47, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.5484, top5_acc: 0.7930, loss_cls: 1.8791, loss: 1.8791, grad_norm: 3.8967 2020-07-26 07:35:15,323 - mmaction - INFO - Epoch [41][200/3757] lr: 2.000e-03, eta: 1 day, 18:02:33, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.5789, top5_acc: 0.7852, loss_cls: 1.8521, loss: 1.8521, grad_norm: 3.9061 2020-07-26 07:35:29,142 - mmaction - INFO - Epoch [41][220/3757] lr: 2.000e-03, eta: 1 day, 18:02:20, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9421, loss: 1.9421, grad_norm: 4.0575 2020-07-26 07:35:42,270 - mmaction - INFO - Epoch [41][240/3757] lr: 2.000e-03, eta: 1 day, 18:02:06, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.9025, loss: 1.9025, grad_norm: 3.9313 2020-07-26 07:35:55,852 - mmaction - INFO - Epoch [41][260/3757] lr: 2.000e-03, eta: 1 day, 18:01:53, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8733, loss: 1.8733, grad_norm: 3.8294 2020-07-26 07:36:10,044 - mmaction - INFO - Epoch [41][280/3757] lr: 2.000e-03, eta: 1 day, 18:01:41, time: 0.710, data_time: 0.003, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8470, loss: 1.8470, grad_norm: 3.9102 2020-07-26 07:36:23,742 - mmaction - INFO - Epoch [41][300/3757] lr: 2.000e-03, eta: 1 day, 18:01:27, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7766, loss_cls: 1.8384, loss: 1.8384, grad_norm: 3.8411 2020-07-26 07:36:38,375 - mmaction - INFO - Epoch [41][320/3757] lr: 2.000e-03, eta: 1 day, 18:01:16, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8478, loss: 1.8478, grad_norm: 3.9206 2020-07-26 07:36:51,408 - mmaction - INFO - Epoch [41][340/3757] lr: 2.000e-03, eta: 1 day, 18:01:02, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8651, loss: 1.8651, grad_norm: 3.9774 2020-07-26 07:37:05,735 - mmaction - INFO - Epoch [41][360/3757] lr: 2.000e-03, eta: 1 day, 18:00:50, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7693, loss: 1.7693, grad_norm: 3.8394 2020-07-26 07:37:19,076 - mmaction - INFO - Epoch [41][380/3757] lr: 2.000e-03, eta: 1 day, 18:00:36, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7906, loss: 1.7906, grad_norm: 3.9691 2020-07-26 07:37:32,634 - mmaction - INFO - Epoch [41][400/3757] lr: 2.000e-03, eta: 1 day, 18:00:23, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 1.8744, loss: 1.8744, grad_norm: 3.9813 2020-07-26 07:37:46,597 - mmaction - INFO - Epoch [41][420/3757] lr: 2.000e-03, eta: 1 day, 18:00:10, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.8059, loss: 1.8059, grad_norm: 3.9145 2020-07-26 07:37:59,794 - mmaction - INFO - Epoch [41][440/3757] lr: 2.000e-03, eta: 1 day, 17:59:56, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7844, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.0006 2020-07-26 07:38:14,534 - mmaction - INFO - Epoch [41][460/3757] lr: 2.000e-03, eta: 1 day, 17:59:45, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8731, loss: 1.8731, grad_norm: 3.8930 2020-07-26 07:38:28,242 - mmaction - INFO - Epoch [41][480/3757] lr: 2.000e-03, eta: 1 day, 17:59:32, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.7826, loss: 1.7826, grad_norm: 3.8606 2020-07-26 07:38:42,930 - mmaction - INFO - Epoch [41][500/3757] lr: 2.000e-03, eta: 1 day, 17:59:20, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.5570, top5_acc: 0.8008, loss_cls: 1.7917, loss: 1.7917, grad_norm: 3.9742 2020-07-26 07:38:55,812 - mmaction - INFO - Epoch [41][520/3757] lr: 2.000e-03, eta: 1 day, 17:59:06, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.5555, top5_acc: 0.7930, loss_cls: 1.8178, loss: 1.8178, grad_norm: 3.9265 2020-07-26 07:39:09,215 - mmaction - INFO - Epoch [41][540/3757] lr: 2.000e-03, eta: 1 day, 17:58:52, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9550, loss: 1.9550, grad_norm: 4.1397 2020-07-26 07:39:22,925 - mmaction - INFO - Epoch [41][560/3757] lr: 2.000e-03, eta: 1 day, 17:58:39, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5617, top5_acc: 0.7711, loss_cls: 1.8753, loss: 1.8753, grad_norm: 4.0068 2020-07-26 07:39:37,378 - mmaction - INFO - Epoch [41][580/3757] lr: 2.000e-03, eta: 1 day, 17:58:27, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7870, loss: 1.7870, grad_norm: 3.9916 2020-07-26 07:39:52,148 - mmaction - INFO - Epoch [41][600/3757] lr: 2.000e-03, eta: 1 day, 17:58:16, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 1.9773, loss: 1.9773, grad_norm: 4.0443 2020-07-26 07:40:06,577 - mmaction - INFO - Epoch [41][620/3757] lr: 2.000e-03, eta: 1 day, 17:58:04, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.0240 2020-07-26 07:40:19,846 - mmaction - INFO - Epoch [41][640/3757] lr: 2.000e-03, eta: 1 day, 17:57:50, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8317, loss: 1.8317, grad_norm: 3.8402 2020-07-26 07:40:33,644 - mmaction - INFO - Epoch [41][660/3757] lr: 2.000e-03, eta: 1 day, 17:57:37, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7806, loss: 1.7806, grad_norm: 3.9155 2020-07-26 07:40:47,294 - mmaction - INFO - Epoch [41][680/3757] lr: 2.000e-03, eta: 1 day, 17:57:24, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.0043 2020-07-26 07:41:01,864 - mmaction - INFO - Epoch [41][700/3757] lr: 2.000e-03, eta: 1 day, 17:57:13, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.0147 2020-07-26 07:41:14,904 - mmaction - INFO - Epoch [41][720/3757] lr: 2.000e-03, eta: 1 day, 17:56:58, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7440, loss: 1.7440, grad_norm: 3.9891 2020-07-26 07:41:28,217 - mmaction - INFO - Epoch [41][740/3757] lr: 2.000e-03, eta: 1 day, 17:56:45, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.8911, loss: 1.8911, grad_norm: 4.0040 2020-07-26 07:41:41,575 - mmaction - INFO - Epoch [41][760/3757] lr: 2.000e-03, eta: 1 day, 17:56:31, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7319, loss: 1.7319, grad_norm: 3.8958 2020-07-26 07:41:55,884 - mmaction - INFO - Epoch [41][780/3757] lr: 2.000e-03, eta: 1 day, 17:56:19, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7597, loss: 1.7597, grad_norm: 3.9849 2020-07-26 07:42:08,872 - mmaction - INFO - Epoch [41][800/3757] lr: 2.000e-03, eta: 1 day, 17:56:05, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7779, loss: 1.7779, grad_norm: 3.8999 2020-07-26 07:42:22,177 - mmaction - INFO - Epoch [41][820/3757] lr: 2.000e-03, eta: 1 day, 17:55:51, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8888, loss: 1.8888, grad_norm: 4.1169 2020-07-26 07:42:36,089 - mmaction - INFO - Epoch [41][840/3757] lr: 2.000e-03, eta: 1 day, 17:55:39, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6782, loss: 1.6782, grad_norm: 3.9562 2020-07-26 07:42:49,373 - mmaction - INFO - Epoch [41][860/3757] lr: 2.000e-03, eta: 1 day, 17:55:25, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8051, loss: 1.8051, grad_norm: 4.1026 2020-07-26 07:43:02,480 - mmaction - INFO - Epoch [41][880/3757] lr: 2.000e-03, eta: 1 day, 17:55:11, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7375, loss: 1.7375, grad_norm: 4.0361 2020-07-26 07:43:16,035 - mmaction - INFO - Epoch [41][900/3757] lr: 2.000e-03, eta: 1 day, 17:54:58, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5680, top5_acc: 0.7867, loss_cls: 1.9014, loss: 1.9014, grad_norm: 4.1934 2020-07-26 07:43:29,692 - mmaction - INFO - Epoch [41][920/3757] lr: 2.000e-03, eta: 1 day, 17:54:45, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8092, loss: 1.8092, grad_norm: 4.0007 2020-07-26 07:43:43,804 - mmaction - INFO - Epoch [41][940/3757] lr: 2.000e-03, eta: 1 day, 17:54:32, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.0723 2020-07-26 07:43:57,385 - mmaction - INFO - Epoch [41][960/3757] lr: 2.000e-03, eta: 1 day, 17:54:19, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.0256 2020-07-26 07:44:11,141 - mmaction - INFO - Epoch [41][980/3757] lr: 2.000e-03, eta: 1 day, 17:54:06, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.1097 2020-07-26 07:44:24,375 - mmaction - INFO - Epoch [41][1000/3757] lr: 2.000e-03, eta: 1 day, 17:53:52, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8121, loss: 1.8121, grad_norm: 4.0766 2020-07-26 07:44:37,625 - mmaction - INFO - Epoch [41][1020/3757] lr: 2.000e-03, eta: 1 day, 17:53:38, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6841, loss: 1.6841, grad_norm: 3.9856 2020-07-26 07:44:51,641 - mmaction - INFO - Epoch [41][1040/3757] lr: 2.000e-03, eta: 1 day, 17:53:26, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.7977, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.0666 2020-07-26 07:45:05,392 - mmaction - INFO - Epoch [41][1060/3757] lr: 2.000e-03, eta: 1 day, 17:53:13, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.0381 2020-07-26 07:45:19,388 - mmaction - INFO - Epoch [41][1080/3757] lr: 2.000e-03, eta: 1 day, 17:53:00, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5539, top5_acc: 0.7727, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.1402 2020-07-26 07:45:32,955 - mmaction - INFO - Epoch [41][1100/3757] lr: 2.000e-03, eta: 1 day, 17:52:47, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7692, loss: 1.7692, grad_norm: 3.8923 2020-07-26 07:45:46,437 - mmaction - INFO - Epoch [41][1120/3757] lr: 2.000e-03, eta: 1 day, 17:52:34, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7859, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.0360 2020-07-26 07:45:59,812 - mmaction - INFO - Epoch [41][1140/3757] lr: 2.000e-03, eta: 1 day, 17:52:20, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.7977, loss: 1.7977, grad_norm: 3.9622 2020-07-26 07:46:13,294 - mmaction - INFO - Epoch [41][1160/3757] lr: 2.000e-03, eta: 1 day, 17:52:07, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.7813, loss: 1.7813, grad_norm: 4.0646 2020-07-26 07:46:26,595 - mmaction - INFO - Epoch [41][1180/3757] lr: 2.000e-03, eta: 1 day, 17:51:53, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7768, loss: 1.7768, grad_norm: 4.0540 2020-07-26 07:46:40,313 - mmaction - INFO - Epoch [41][1200/3757] lr: 2.000e-03, eta: 1 day, 17:51:40, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6991, loss: 1.6991, grad_norm: 3.9665 2020-07-26 07:46:54,507 - mmaction - INFO - Epoch [41][1220/3757] lr: 2.000e-03, eta: 1 day, 17:51:28, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8299, loss: 1.8299, grad_norm: 4.1201 2020-07-26 07:47:08,667 - mmaction - INFO - Epoch [41][1240/3757] lr: 2.000e-03, eta: 1 day, 17:51:15, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.1309 2020-07-26 07:47:22,859 - mmaction - INFO - Epoch [41][1260/3757] lr: 2.000e-03, eta: 1 day, 17:51:03, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.0435 2020-07-26 07:47:36,172 - mmaction - INFO - Epoch [41][1280/3757] lr: 2.000e-03, eta: 1 day, 17:50:49, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.1154 2020-07-26 07:47:49,637 - mmaction - INFO - Epoch [41][1300/3757] lr: 2.000e-03, eta: 1 day, 17:50:36, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.0024 2020-07-26 07:48:03,467 - mmaction - INFO - Epoch [41][1320/3757] lr: 2.000e-03, eta: 1 day, 17:50:23, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6681, loss: 1.6681, grad_norm: 3.9410 2020-07-26 07:48:17,909 - mmaction - INFO - Epoch [41][1340/3757] lr: 2.000e-03, eta: 1 day, 17:50:11, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.8146, loss: 1.8146, grad_norm: 4.1208 2020-07-26 07:48:31,974 - mmaction - INFO - Epoch [41][1360/3757] lr: 2.000e-03, eta: 1 day, 17:49:59, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.0507 2020-07-26 07:48:46,305 - mmaction - INFO - Epoch [41][1380/3757] lr: 2.000e-03, eta: 1 day, 17:49:46, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.1198 2020-07-26 07:49:00,084 - mmaction - INFO - Epoch [41][1400/3757] lr: 2.000e-03, eta: 1 day, 17:49:34, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8631, loss: 1.8631, grad_norm: 4.1444 2020-07-26 07:49:14,174 - mmaction - INFO - Epoch [41][1420/3757] lr: 2.000e-03, eta: 1 day, 17:49:21, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8000, loss_cls: 1.7308, loss: 1.7308, grad_norm: 3.9984 2020-07-26 07:49:28,531 - mmaction - INFO - Epoch [41][1440/3757] lr: 2.000e-03, eta: 1 day, 17:49:09, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7658, loss: 1.7658, grad_norm: 3.9772 2020-07-26 07:49:42,225 - mmaction - INFO - Epoch [41][1460/3757] lr: 2.000e-03, eta: 1 day, 17:48:56, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.0749 2020-07-26 07:49:55,394 - mmaction - INFO - Epoch [41][1480/3757] lr: 2.000e-03, eta: 1 day, 17:48:42, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.6396, loss: 1.6396, grad_norm: 3.9867 2020-07-26 07:50:08,663 - mmaction - INFO - Epoch [41][1500/3757] lr: 2.000e-03, eta: 1 day, 17:48:28, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8047, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.0894 2020-07-26 07:50:22,449 - mmaction - INFO - Epoch [41][1520/3757] lr: 2.000e-03, eta: 1 day, 17:48:15, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7441, loss: 1.7441, grad_norm: 4.1253 2020-07-26 07:50:35,814 - mmaction - INFO - Epoch [41][1540/3757] lr: 2.000e-03, eta: 1 day, 17:48:02, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8118, loss: 1.8118, grad_norm: 4.0787 2020-07-26 07:50:50,124 - mmaction - INFO - Epoch [41][1560/3757] lr: 2.000e-03, eta: 1 day, 17:47:50, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.0845 2020-07-26 07:51:04,693 - mmaction - INFO - Epoch [41][1580/3757] lr: 2.000e-03, eta: 1 day, 17:47:38, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.0781 2020-07-26 07:51:18,799 - mmaction - INFO - Epoch [41][1600/3757] lr: 2.000e-03, eta: 1 day, 17:47:25, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.2613 2020-07-26 07:51:32,960 - mmaction - INFO - Epoch [41][1620/3757] lr: 2.000e-03, eta: 1 day, 17:47:13, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.7229, loss: 1.7229, grad_norm: 4.0510 2020-07-26 07:51:46,463 - mmaction - INFO - Epoch [41][1640/3757] lr: 2.000e-03, eta: 1 day, 17:47:00, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.7418, loss: 1.7418, grad_norm: 3.9824 2020-07-26 07:51:59,768 - mmaction - INFO - Epoch [41][1660/3757] lr: 2.000e-03, eta: 1 day, 17:46:46, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7672, loss: 1.7672, grad_norm: 4.1530 2020-07-26 07:52:12,795 - mmaction - INFO - Epoch [41][1680/3757] lr: 2.000e-03, eta: 1 day, 17:46:32, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.0698 2020-07-26 07:52:26,555 - mmaction - INFO - Epoch [41][1700/3757] lr: 2.000e-03, eta: 1 day, 17:46:19, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.5922, top5_acc: 0.7977, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.0488 2020-07-26 07:52:40,007 - mmaction - INFO - Epoch [41][1720/3757] lr: 2.000e-03, eta: 1 day, 17:46:06, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8891, loss: 1.8891, grad_norm: 4.2083 2020-07-26 07:52:54,233 - mmaction - INFO - Epoch [41][1740/3757] lr: 2.000e-03, eta: 1 day, 17:45:53, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6532, loss: 1.6532, grad_norm: 3.9638 2020-07-26 07:53:07,806 - mmaction - INFO - Epoch [41][1760/3757] lr: 2.000e-03, eta: 1 day, 17:45:40, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.2318 2020-07-26 07:53:22,695 - mmaction - INFO - Epoch [41][1780/3757] lr: 2.000e-03, eta: 1 day, 17:45:29, time: 0.741, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.7489, loss: 1.7489, grad_norm: 4.1199 2020-07-26 07:53:36,430 - mmaction - INFO - Epoch [41][1800/3757] lr: 2.000e-03, eta: 1 day, 17:45:16, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.1166 2020-07-26 07:53:50,822 - mmaction - INFO - Epoch [41][1820/3757] lr: 2.000e-03, eta: 1 day, 17:45:04, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.8286, loss: 1.8286, grad_norm: 4.1668 2020-07-26 07:54:04,437 - mmaction - INFO - Epoch [41][1840/3757] lr: 2.000e-03, eta: 1 day, 17:44:50, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7267, loss: 1.7267, grad_norm: 4.1701 2020-07-26 07:54:19,007 - mmaction - INFO - Epoch [41][1860/3757] lr: 2.000e-03, eta: 1 day, 17:44:39, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.1027 2020-07-26 07:54:32,459 - mmaction - INFO - Epoch [41][1880/3757] lr: 2.000e-03, eta: 1 day, 17:44:25, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.1592 2020-07-26 07:54:45,881 - mmaction - INFO - Epoch [41][1900/3757] lr: 2.000e-03, eta: 1 day, 17:44:12, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.1067 2020-07-26 07:55:00,483 - mmaction - INFO - Epoch [41][1920/3757] lr: 2.000e-03, eta: 1 day, 17:44:00, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.0076 2020-07-26 07:55:13,923 - mmaction - INFO - Epoch [41][1940/3757] lr: 2.000e-03, eta: 1 day, 17:43:47, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.1806 2020-07-26 07:55:28,554 - mmaction - INFO - Epoch [41][1960/3757] lr: 2.000e-03, eta: 1 day, 17:43:35, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8373, loss: 1.8373, grad_norm: 4.1837 2020-07-26 07:55:41,180 - mmaction - INFO - Epoch [41][1980/3757] lr: 2.000e-03, eta: 1 day, 17:43:20, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.2668 2020-07-26 07:55:54,423 - mmaction - INFO - Epoch [41][2000/3757] lr: 2.000e-03, eta: 1 day, 17:43:06, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.1544 2020-07-26 07:56:07,960 - mmaction - INFO - Epoch [41][2020/3757] lr: 2.000e-03, eta: 1 day, 17:42:53, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.0626 2020-07-26 07:56:21,342 - mmaction - INFO - Epoch [41][2040/3757] lr: 2.000e-03, eta: 1 day, 17:42:40, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7956, loss: 1.7956, grad_norm: 4.2073 2020-07-26 07:56:35,038 - mmaction - INFO - Epoch [41][2060/3757] lr: 2.000e-03, eta: 1 day, 17:42:27, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.8176, loss: 1.8176, grad_norm: 4.1450 2020-07-26 07:56:48,715 - mmaction - INFO - Epoch [41][2080/3757] lr: 2.000e-03, eta: 1 day, 17:42:13, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.7037, loss: 1.7037, grad_norm: 3.9664 2020-07-26 07:57:02,224 - mmaction - INFO - Epoch [41][2100/3757] lr: 2.000e-03, eta: 1 day, 17:42:00, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.0282 2020-07-26 07:57:15,354 - mmaction - INFO - Epoch [41][2120/3757] lr: 2.000e-03, eta: 1 day, 17:41:46, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.1630 2020-07-26 07:57:29,709 - mmaction - INFO - Epoch [41][2140/3757] lr: 2.000e-03, eta: 1 day, 17:41:34, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.7564, loss: 1.7564, grad_norm: 4.1625 2020-07-26 07:57:42,572 - mmaction - INFO - Epoch [41][2160/3757] lr: 2.000e-03, eta: 1 day, 17:41:20, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.5758, top5_acc: 0.8133, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.1134 2020-07-26 07:57:55,984 - mmaction - INFO - Epoch [41][2180/3757] lr: 2.000e-03, eta: 1 day, 17:41:06, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8102, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.0061 2020-07-26 07:58:09,286 - mmaction - INFO - Epoch [41][2200/3757] lr: 2.000e-03, eta: 1 day, 17:40:53, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7846, loss: 1.7846, grad_norm: 4.1999 2020-07-26 07:58:22,689 - mmaction - INFO - Epoch [41][2220/3757] lr: 2.000e-03, eta: 1 day, 17:40:39, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6496, loss: 1.6496, grad_norm: 4.0304 2020-07-26 07:58:36,756 - mmaction - INFO - Epoch [41][2240/3757] lr: 2.000e-03, eta: 1 day, 17:40:27, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.2369 2020-07-26 07:58:50,227 - mmaction - INFO - Epoch [41][2260/3757] lr: 2.000e-03, eta: 1 day, 17:40:13, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.0492 2020-07-26 07:59:03,905 - mmaction - INFO - Epoch [41][2280/3757] lr: 2.000e-03, eta: 1 day, 17:40:00, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8008, loss_cls: 1.7174, loss: 1.7174, grad_norm: 3.9602 2020-07-26 07:59:17,264 - mmaction - INFO - Epoch [41][2300/3757] lr: 2.000e-03, eta: 1 day, 17:39:47, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.0595 2020-07-26 07:59:31,132 - mmaction - INFO - Epoch [41][2320/3757] lr: 2.000e-03, eta: 1 day, 17:39:34, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.2830 2020-07-26 07:59:44,377 - mmaction - INFO - Epoch [41][2340/3757] lr: 2.000e-03, eta: 1 day, 17:39:20, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.0472 2020-07-26 07:59:58,225 - mmaction - INFO - Epoch [41][2360/3757] lr: 2.000e-03, eta: 1 day, 17:39:07, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.7016, loss: 1.7016, grad_norm: 4.0748 2020-07-26 08:00:12,555 - mmaction - INFO - Epoch [41][2380/3757] lr: 2.000e-03, eta: 1 day, 17:38:55, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.7018, loss: 1.7018, grad_norm: 4.0923 2020-07-26 08:00:25,813 - mmaction - INFO - Epoch [41][2400/3757] lr: 2.000e-03, eta: 1 day, 17:38:41, time: 0.669, data_time: 0.013, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8031, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.1082 2020-07-26 08:00:38,913 - mmaction - INFO - Epoch [41][2420/3757] lr: 2.000e-03, eta: 1 day, 17:38:27, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.1787 2020-07-26 08:00:52,918 - mmaction - INFO - Epoch [41][2440/3757] lr: 2.000e-03, eta: 1 day, 17:38:15, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8786, loss: 1.8786, grad_norm: 4.2384 2020-07-26 08:01:06,554 - mmaction - INFO - Epoch [41][2460/3757] lr: 2.000e-03, eta: 1 day, 17:38:01, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7282, loss: 1.7282, grad_norm: 4.0754 2020-07-26 08:01:20,803 - mmaction - INFO - Epoch [41][2480/3757] lr: 2.000e-03, eta: 1 day, 17:37:49, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.0972 2020-07-26 08:01:34,209 - mmaction - INFO - Epoch [41][2500/3757] lr: 2.000e-03, eta: 1 day, 17:37:36, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.0503 2020-07-26 08:01:47,808 - mmaction - INFO - Epoch [41][2520/3757] lr: 2.000e-03, eta: 1 day, 17:37:22, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.1509 2020-07-26 08:02:00,976 - mmaction - INFO - Epoch [41][2540/3757] lr: 2.000e-03, eta: 1 day, 17:37:09, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.0047 2020-07-26 08:02:14,296 - mmaction - INFO - Epoch [41][2560/3757] lr: 2.000e-03, eta: 1 day, 17:36:55, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.2279 2020-07-26 08:02:27,838 - mmaction - INFO - Epoch [41][2580/3757] lr: 2.000e-03, eta: 1 day, 17:36:42, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7276, loss: 1.7276, grad_norm: 4.2097 2020-07-26 08:02:41,822 - mmaction - INFO - Epoch [41][2600/3757] lr: 2.000e-03, eta: 1 day, 17:36:29, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.1082 2020-07-26 08:02:55,078 - mmaction - INFO - Epoch [41][2620/3757] lr: 2.000e-03, eta: 1 day, 17:36:15, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.0869 2020-07-26 08:03:08,238 - mmaction - INFO - Epoch [41][2640/3757] lr: 2.000e-03, eta: 1 day, 17:36:01, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.2043 2020-07-26 08:03:21,392 - mmaction - INFO - Epoch [41][2660/3757] lr: 2.000e-03, eta: 1 day, 17:35:48, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7536, loss: 1.7536, grad_norm: 4.2402 2020-07-26 08:03:34,897 - mmaction - INFO - Epoch [41][2680/3757] lr: 2.000e-03, eta: 1 day, 17:35:34, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.1247 2020-07-26 08:03:48,677 - mmaction - INFO - Epoch [41][2700/3757] lr: 2.000e-03, eta: 1 day, 17:35:21, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.7195, loss: 1.7195, grad_norm: 4.1211 2020-07-26 08:04:02,811 - mmaction - INFO - Epoch [41][2720/3757] lr: 2.000e-03, eta: 1 day, 17:35:09, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.1008 2020-07-26 08:04:16,656 - mmaction - INFO - Epoch [41][2740/3757] lr: 2.000e-03, eta: 1 day, 17:34:56, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6309, loss: 1.6309, grad_norm: 3.9650 2020-07-26 08:04:29,923 - mmaction - INFO - Epoch [41][2760/3757] lr: 2.000e-03, eta: 1 day, 17:34:42, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.7462, loss: 1.7462, grad_norm: 4.2593 2020-07-26 08:04:43,797 - mmaction - INFO - Epoch [41][2780/3757] lr: 2.000e-03, eta: 1 day, 17:34:29, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.2126 2020-07-26 08:04:58,295 - mmaction - INFO - Epoch [41][2800/3757] lr: 2.000e-03, eta: 1 day, 17:34:17, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.1364 2020-07-26 08:05:11,402 - mmaction - INFO - Epoch [41][2820/3757] lr: 2.000e-03, eta: 1 day, 17:34:04, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.5703, top5_acc: 0.7859, loss_cls: 1.8425, loss: 1.8425, grad_norm: 4.3272 2020-07-26 08:05:24,935 - mmaction - INFO - Epoch [41][2840/3757] lr: 2.000e-03, eta: 1 day, 17:33:50, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.1310 2020-07-26 08:05:38,517 - mmaction - INFO - Epoch [41][2860/3757] lr: 2.000e-03, eta: 1 day, 17:33:37, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7709, loss: 1.7709, grad_norm: 4.1953 2020-07-26 08:05:52,395 - mmaction - INFO - Epoch [41][2880/3757] lr: 2.000e-03, eta: 1 day, 17:33:24, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.1682 2020-07-26 08:06:07,266 - mmaction - INFO - Epoch [41][2900/3757] lr: 2.000e-03, eta: 1 day, 17:33:13, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.0838 2020-07-26 08:06:20,304 - mmaction - INFO - Epoch [41][2920/3757] lr: 2.000e-03, eta: 1 day, 17:32:59, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.2844 2020-07-26 08:06:34,300 - mmaction - INFO - Epoch [41][2940/3757] lr: 2.000e-03, eta: 1 day, 17:32:46, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6142, loss: 1.6142, grad_norm: 3.9917 2020-07-26 08:06:48,211 - mmaction - INFO - Epoch [41][2960/3757] lr: 2.000e-03, eta: 1 day, 17:32:33, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.1488 2020-07-26 08:07:02,619 - mmaction - INFO - Epoch [41][2980/3757] lr: 2.000e-03, eta: 1 day, 17:32:21, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.1029 2020-07-26 08:07:16,589 - mmaction - INFO - Epoch [41][3000/3757] lr: 2.000e-03, eta: 1 day, 17:32:09, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.5867, top5_acc: 0.7992, loss_cls: 1.7187, loss: 1.7187, grad_norm: 4.1745 2020-07-26 08:07:29,609 - mmaction - INFO - Epoch [41][3020/3757] lr: 2.000e-03, eta: 1 day, 17:31:55, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.1283 2020-07-26 08:07:43,281 - mmaction - INFO - Epoch [41][3040/3757] lr: 2.000e-03, eta: 1 day, 17:31:41, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.7059, loss: 1.7059, grad_norm: 4.1551 2020-07-26 08:07:57,547 - mmaction - INFO - Epoch [41][3060/3757] lr: 2.000e-03, eta: 1 day, 17:31:29, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.1527 2020-07-26 08:08:11,348 - mmaction - INFO - Epoch [41][3080/3757] lr: 2.000e-03, eta: 1 day, 17:31:16, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.1369 2020-07-26 08:08:25,583 - mmaction - INFO - Epoch [41][3100/3757] lr: 2.000e-03, eta: 1 day, 17:31:04, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7816, loss: 1.7816, grad_norm: 4.1858 2020-07-26 08:08:39,423 - mmaction - INFO - Epoch [41][3120/3757] lr: 2.000e-03, eta: 1 day, 17:30:51, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6742, loss: 1.6742, grad_norm: 3.9631 2020-07-26 08:08:52,442 - mmaction - INFO - Epoch [41][3140/3757] lr: 2.000e-03, eta: 1 day, 17:30:37, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.0949 2020-07-26 08:09:05,907 - mmaction - INFO - Epoch [41][3160/3757] lr: 2.000e-03, eta: 1 day, 17:30:24, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.0805 2020-07-26 08:09:19,776 - mmaction - INFO - Epoch [41][3180/3757] lr: 2.000e-03, eta: 1 day, 17:30:11, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.7859, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.0749 2020-07-26 08:09:33,385 - mmaction - INFO - Epoch [41][3200/3757] lr: 2.000e-03, eta: 1 day, 17:29:58, time: 0.681, data_time: 0.003, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.0779 2020-07-26 08:09:46,930 - mmaction - INFO - Epoch [41][3220/3757] lr: 2.000e-03, eta: 1 day, 17:29:44, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.1161 2020-07-26 08:10:00,643 - mmaction - INFO - Epoch [41][3240/3757] lr: 2.000e-03, eta: 1 day, 17:29:31, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.2384 2020-07-26 08:10:14,150 - mmaction - INFO - Epoch [41][3260/3757] lr: 2.000e-03, eta: 1 day, 17:29:18, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.1971 2020-07-26 08:10:27,400 - mmaction - INFO - Epoch [41][3280/3757] lr: 2.000e-03, eta: 1 day, 17:29:04, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.2644 2020-07-26 08:10:41,413 - mmaction - INFO - Epoch [41][3300/3757] lr: 2.000e-03, eta: 1 day, 17:28:51, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.5914, top5_acc: 0.7930, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.1374 2020-07-26 08:10:55,731 - mmaction - INFO - Epoch [41][3320/3757] lr: 2.000e-03, eta: 1 day, 17:28:39, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.1558 2020-07-26 08:11:08,715 - mmaction - INFO - Epoch [41][3340/3757] lr: 2.000e-03, eta: 1 day, 17:28:25, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.7977, loss_cls: 1.7919, loss: 1.7919, grad_norm: 4.1513 2020-07-26 08:11:21,989 - mmaction - INFO - Epoch [41][3360/3757] lr: 2.000e-03, eta: 1 day, 17:28:11, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.1923 2020-07-26 08:11:36,866 - mmaction - INFO - Epoch [41][3380/3757] lr: 2.000e-03, eta: 1 day, 17:28:00, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5851, loss: 1.5851, grad_norm: 3.9736 2020-07-26 08:11:50,315 - mmaction - INFO - Epoch [41][3400/3757] lr: 2.000e-03, eta: 1 day, 17:27:47, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.2182 2020-07-26 08:12:04,563 - mmaction - INFO - Epoch [41][3420/3757] lr: 2.000e-03, eta: 1 day, 17:27:34, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.2413 2020-07-26 08:12:17,725 - mmaction - INFO - Epoch [41][3440/3757] lr: 2.000e-03, eta: 1 day, 17:27:21, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7805, loss_cls: 1.8029, loss: 1.8029, grad_norm: 4.1654 2020-07-26 08:12:31,636 - mmaction - INFO - Epoch [41][3460/3757] lr: 2.000e-03, eta: 1 day, 17:27:08, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.1054 2020-07-26 08:12:44,778 - mmaction - INFO - Epoch [41][3480/3757] lr: 2.000e-03, eta: 1 day, 17:26:54, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6514, loss: 1.6514, grad_norm: 4.2171 2020-07-26 08:12:58,193 - mmaction - INFO - Epoch [41][3500/3757] lr: 2.000e-03, eta: 1 day, 17:26:40, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.5969, top5_acc: 0.7953, loss_cls: 1.7517, loss: 1.7517, grad_norm: 4.1107 2020-07-26 08:13:12,466 - mmaction - INFO - Epoch [41][3520/3757] lr: 2.000e-03, eta: 1 day, 17:26:28, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.2333 2020-07-26 08:13:26,824 - mmaction - INFO - Epoch [41][3540/3757] lr: 2.000e-03, eta: 1 day, 17:26:16, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.0470 2020-07-26 08:13:39,708 - mmaction - INFO - Epoch [41][3560/3757] lr: 2.000e-03, eta: 1 day, 17:26:02, time: 0.644, data_time: 0.002, memory: 7079, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7414, loss: 1.7414, grad_norm: 4.1673 2020-07-26 08:13:53,692 - mmaction - INFO - Epoch [41][3580/3757] lr: 2.000e-03, eta: 1 day, 17:25:49, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.1574 2020-07-26 08:14:07,546 - mmaction - INFO - Epoch [41][3600/3757] lr: 2.000e-03, eta: 1 day, 17:25:36, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.1782 2020-07-26 08:14:20,851 - mmaction - INFO - Epoch [41][3620/3757] lr: 2.000e-03, eta: 1 day, 17:25:23, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.2236 2020-07-26 08:14:35,336 - mmaction - INFO - Epoch [41][3640/3757] lr: 2.000e-03, eta: 1 day, 17:25:11, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.1744 2020-07-26 08:14:49,826 - mmaction - INFO - Epoch [41][3660/3757] lr: 2.000e-03, eta: 1 day, 17:24:59, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7125, loss: 1.7125, grad_norm: 4.1268 2020-07-26 08:15:03,413 - mmaction - INFO - Epoch [41][3680/3757] lr: 2.000e-03, eta: 1 day, 17:24:45, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.2218 2020-07-26 08:15:17,199 - mmaction - INFO - Epoch [41][3700/3757] lr: 2.000e-03, eta: 1 day, 17:24:32, time: 0.689, data_time: 0.002, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8000, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.1693 2020-07-26 08:15:30,812 - mmaction - INFO - Epoch [41][3720/3757] lr: 2.000e-03, eta: 1 day, 17:24:19, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.1798 2020-07-26 08:15:44,496 - mmaction - INFO - Epoch [41][3740/3757] lr: 2.000e-03, eta: 1 day, 17:24:06, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.2198 2020-07-26 08:15:56,524 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-07-26 08:16:23,741 - mmaction - INFO - Epoch [42][20/3757] lr: 2.000e-03, eta: 1 day, 17:23:42, time: 1.271, data_time: 0.616, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6961, loss: 1.6961, grad_norm: 4.1434 2020-07-26 08:16:36,319 - mmaction - INFO - Epoch [42][40/3757] lr: 2.000e-03, eta: 1 day, 17:23:27, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.1657 2020-07-26 08:16:49,896 - mmaction - INFO - Epoch [42][60/3757] lr: 2.000e-03, eta: 1 day, 17:23:14, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.2968 2020-07-26 08:17:03,068 - mmaction - INFO - Epoch [42][80/3757] lr: 2.000e-03, eta: 1 day, 17:23:00, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.0260 2020-07-26 08:17:16,065 - mmaction - INFO - Epoch [42][100/3757] lr: 2.000e-03, eta: 1 day, 17:22:46, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.1597 2020-07-26 08:17:30,045 - mmaction - INFO - Epoch [42][120/3757] lr: 2.000e-03, eta: 1 day, 17:22:33, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.1638 2020-07-26 08:17:43,276 - mmaction - INFO - Epoch [42][140/3757] lr: 2.000e-03, eta: 1 day, 17:22:20, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.6340, loss: 1.6340, grad_norm: 4.2741 2020-07-26 08:17:57,143 - mmaction - INFO - Epoch [42][160/3757] lr: 2.000e-03, eta: 1 day, 17:22:07, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8016, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.1270 2020-07-26 08:18:10,793 - mmaction - INFO - Epoch [42][180/3757] lr: 2.000e-03, eta: 1 day, 17:21:54, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7454, loss: 1.7454, grad_norm: 4.1253 2020-07-26 08:18:25,005 - mmaction - INFO - Epoch [42][200/3757] lr: 2.000e-03, eta: 1 day, 17:21:41, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8055, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.0091 2020-07-26 08:18:39,265 - mmaction - INFO - Epoch [42][220/3757] lr: 2.000e-03, eta: 1 day, 17:21:29, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.6335, loss: 1.6335, grad_norm: 4.1291 2020-07-26 08:18:52,186 - mmaction - INFO - Epoch [42][240/3757] lr: 2.000e-03, eta: 1 day, 17:21:15, time: 0.643, data_time: 0.001, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.1964 2020-07-26 08:19:05,278 - mmaction - INFO - Epoch [42][260/3757] lr: 2.000e-03, eta: 1 day, 17:21:01, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8078, loss_cls: 1.6913, loss: 1.6913, grad_norm: 4.0884 2020-07-26 08:19:18,586 - mmaction - INFO - Epoch [42][280/3757] lr: 2.000e-03, eta: 1 day, 17:20:47, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.2546 2020-07-26 08:19:32,953 - mmaction - INFO - Epoch [42][300/3757] lr: 2.000e-03, eta: 1 day, 17:20:35, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8000, loss_cls: 1.7023, loss: 1.7023, grad_norm: 4.1619 2020-07-26 08:19:45,991 - mmaction - INFO - Epoch [42][320/3757] lr: 2.000e-03, eta: 1 day, 17:20:21, time: 0.659, data_time: 0.009, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5761, loss: 1.5761, grad_norm: 4.0644 2020-07-26 08:19:59,464 - mmaction - INFO - Epoch [42][340/3757] lr: 2.000e-03, eta: 1 day, 17:20:08, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6858, loss: 1.6858, grad_norm: 4.2221 2020-07-26 08:20:12,977 - mmaction - INFO - Epoch [42][360/3757] lr: 2.000e-03, eta: 1 day, 17:19:54, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6074, loss: 1.6074, grad_norm: 4.1374 2020-07-26 08:20:27,005 - mmaction - INFO - Epoch [42][380/3757] lr: 2.000e-03, eta: 1 day, 17:19:42, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6402, loss: 1.6402, grad_norm: 4.2167 2020-07-26 08:20:41,315 - mmaction - INFO - Epoch [42][400/3757] lr: 2.000e-03, eta: 1 day, 17:19:30, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.2654 2020-07-26 08:20:54,779 - mmaction - INFO - Epoch [42][420/3757] lr: 2.000e-03, eta: 1 day, 17:19:16, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.2379 2020-07-26 08:21:08,770 - mmaction - INFO - Epoch [42][440/3757] lr: 2.000e-03, eta: 1 day, 17:19:03, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.8052, loss: 1.8052, grad_norm: 4.2836 2020-07-26 08:21:22,548 - mmaction - INFO - Epoch [42][460/3757] lr: 2.000e-03, eta: 1 day, 17:18:50, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.1511 2020-07-26 08:21:35,927 - mmaction - INFO - Epoch [42][480/3757] lr: 2.000e-03, eta: 1 day, 17:18:37, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.1029 2020-07-26 08:21:49,007 - mmaction - INFO - Epoch [42][500/3757] lr: 2.000e-03, eta: 1 day, 17:18:23, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6719, loss: 1.6719, grad_norm: 4.0813 2020-07-26 08:22:03,086 - mmaction - INFO - Epoch [42][520/3757] lr: 2.000e-03, eta: 1 day, 17:18:10, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.5984, top5_acc: 0.7992, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.1431 2020-07-26 08:22:16,143 - mmaction - INFO - Epoch [42][540/3757] lr: 2.000e-03, eta: 1 day, 17:17:56, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8023, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.0520 2020-07-26 08:22:30,012 - mmaction - INFO - Epoch [42][560/3757] lr: 2.000e-03, eta: 1 day, 17:17:44, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8047, loss_cls: 1.6755, loss: 1.6755, grad_norm: 4.2371 2020-07-26 08:22:43,622 - mmaction - INFO - Epoch [42][580/3757] lr: 2.000e-03, eta: 1 day, 17:17:30, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.1506 2020-07-26 08:22:57,904 - mmaction - INFO - Epoch [42][600/3757] lr: 2.000e-03, eta: 1 day, 17:17:18, time: 0.714, data_time: 0.002, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.1314 2020-07-26 08:23:13,164 - mmaction - INFO - Epoch [42][620/3757] lr: 2.000e-03, eta: 1 day, 17:17:07, time: 0.763, data_time: 0.005, memory: 7079, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.2439 2020-07-26 08:23:25,938 - mmaction - INFO - Epoch [42][640/3757] lr: 2.000e-03, eta: 1 day, 17:16:53, time: 0.639, data_time: 0.002, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.2227 2020-07-26 08:23:39,628 - mmaction - INFO - Epoch [42][660/3757] lr: 2.000e-03, eta: 1 day, 17:16:40, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.2752 2020-07-26 08:23:53,079 - mmaction - INFO - Epoch [42][680/3757] lr: 2.000e-03, eta: 1 day, 17:16:26, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.1264 2020-07-26 08:24:06,938 - mmaction - INFO - Epoch [42][700/3757] lr: 2.000e-03, eta: 1 day, 17:16:13, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8070, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.2135 2020-07-26 08:24:20,725 - mmaction - INFO - Epoch [42][720/3757] lr: 2.000e-03, eta: 1 day, 17:16:00, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.2038 2020-07-26 08:24:34,581 - mmaction - INFO - Epoch [42][740/3757] lr: 2.000e-03, eta: 1 day, 17:15:47, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.2795 2020-07-26 08:24:47,893 - mmaction - INFO - Epoch [42][760/3757] lr: 2.000e-03, eta: 1 day, 17:15:34, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8164, loss_cls: 1.6123, loss: 1.6123, grad_norm: 3.9939 2020-07-26 08:25:01,874 - mmaction - INFO - Epoch [42][780/3757] lr: 2.000e-03, eta: 1 day, 17:15:21, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.3203 2020-07-26 08:25:16,769 - mmaction - INFO - Epoch [42][800/3757] lr: 2.000e-03, eta: 1 day, 17:15:10, time: 0.744, data_time: 0.002, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.2048 2020-07-26 08:25:30,113 - mmaction - INFO - Epoch [42][820/3757] lr: 2.000e-03, eta: 1 day, 17:14:56, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.1490 2020-07-26 08:25:43,353 - mmaction - INFO - Epoch [42][840/3757] lr: 2.000e-03, eta: 1 day, 17:14:43, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.2023 2020-07-26 08:25:56,483 - mmaction - INFO - Epoch [42][860/3757] lr: 2.000e-03, eta: 1 day, 17:14:29, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.2206 2020-07-26 08:26:10,246 - mmaction - INFO - Epoch [42][880/3757] lr: 2.000e-03, eta: 1 day, 17:14:16, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6069, loss: 1.6069, grad_norm: 4.1864 2020-07-26 08:26:24,026 - mmaction - INFO - Epoch [42][900/3757] lr: 2.000e-03, eta: 1 day, 17:14:03, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.6776, loss: 1.6776, grad_norm: 4.2028 2020-07-26 08:26:38,460 - mmaction - INFO - Epoch [42][920/3757] lr: 2.000e-03, eta: 1 day, 17:13:51, time: 0.725, data_time: 0.008, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6819, loss: 1.6819, grad_norm: 4.1228 2020-07-26 08:26:52,216 - mmaction - INFO - Epoch [42][940/3757] lr: 2.000e-03, eta: 1 day, 17:13:38, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.1450 2020-07-26 08:27:05,533 - mmaction - INFO - Epoch [42][960/3757] lr: 2.000e-03, eta: 1 day, 17:13:24, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.2474 2020-07-26 08:27:18,755 - mmaction - INFO - Epoch [42][980/3757] lr: 2.000e-03, eta: 1 day, 17:13:10, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5810, loss: 1.5810, grad_norm: 4.0902 2020-07-26 08:27:31,962 - mmaction - INFO - Epoch [42][1000/3757] lr: 2.000e-03, eta: 1 day, 17:12:56, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.1580 2020-07-26 08:27:45,626 - mmaction - INFO - Epoch [42][1020/3757] lr: 2.000e-03, eta: 1 day, 17:12:43, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8289, loss_cls: 1.6099, loss: 1.6099, grad_norm: 4.1532 2020-07-26 08:27:58,859 - mmaction - INFO - Epoch [42][1040/3757] lr: 2.000e-03, eta: 1 day, 17:12:29, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.1757 2020-07-26 08:28:13,256 - mmaction - INFO - Epoch [42][1060/3757] lr: 2.000e-03, eta: 1 day, 17:12:17, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.2845 2020-07-26 08:28:26,137 - mmaction - INFO - Epoch [42][1080/3757] lr: 2.000e-03, eta: 1 day, 17:12:03, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7212, loss: 1.7212, grad_norm: 4.2166 2020-07-26 08:28:40,183 - mmaction - INFO - Epoch [42][1100/3757] lr: 2.000e-03, eta: 1 day, 17:11:51, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.2318 2020-07-26 08:28:54,931 - mmaction - INFO - Epoch [42][1120/3757] lr: 2.000e-03, eta: 1 day, 17:11:39, time: 0.738, data_time: 0.004, memory: 7079, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7206, loss: 1.7206, grad_norm: 4.3825 2020-07-26 08:29:07,890 - mmaction - INFO - Epoch [42][1140/3757] lr: 2.000e-03, eta: 1 day, 17:11:25, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.1735 2020-07-26 08:29:21,292 - mmaction - INFO - Epoch [42][1160/3757] lr: 2.000e-03, eta: 1 day, 17:11:11, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.1155 2020-07-26 08:29:34,793 - mmaction - INFO - Epoch [42][1180/3757] lr: 2.000e-03, eta: 1 day, 17:10:58, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.5922, top5_acc: 0.7906, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.0553 2020-07-26 08:29:48,061 - mmaction - INFO - Epoch [42][1200/3757] lr: 2.000e-03, eta: 1 day, 17:10:44, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.1405 2020-07-26 08:30:01,712 - mmaction - INFO - Epoch [42][1220/3757] lr: 2.000e-03, eta: 1 day, 17:10:31, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.0541 2020-07-26 08:30:15,537 - mmaction - INFO - Epoch [42][1240/3757] lr: 2.000e-03, eta: 1 day, 17:10:18, time: 0.698, data_time: 0.009, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.2446 2020-07-26 08:30:28,870 - mmaction - INFO - Epoch [42][1260/3757] lr: 2.000e-03, eta: 1 day, 17:10:04, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6999, loss: 1.6999, grad_norm: 4.2286 2020-07-26 08:30:42,149 - mmaction - INFO - Epoch [42][1280/3757] lr: 2.000e-03, eta: 1 day, 17:09:51, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7304, loss: 1.7304, grad_norm: 4.1869 2020-07-26 08:30:56,037 - mmaction - INFO - Epoch [42][1300/3757] lr: 2.000e-03, eta: 1 day, 17:09:38, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5910, loss: 1.5910, grad_norm: 4.1164 2020-07-26 08:31:09,791 - mmaction - INFO - Epoch [42][1320/3757] lr: 2.000e-03, eta: 1 day, 17:09:25, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.2531 2020-07-26 08:31:22,982 - mmaction - INFO - Epoch [42][1340/3757] lr: 2.000e-03, eta: 1 day, 17:09:11, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.1188 2020-07-26 08:31:36,700 - mmaction - INFO - Epoch [42][1360/3757] lr: 2.000e-03, eta: 1 day, 17:08:58, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.1982 2020-07-26 08:31:49,704 - mmaction - INFO - Epoch [42][1380/3757] lr: 2.000e-03, eta: 1 day, 17:08:44, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8023, loss_cls: 1.6940, loss: 1.6940, grad_norm: 4.1859 2020-07-26 08:32:03,657 - mmaction - INFO - Epoch [42][1400/3757] lr: 2.000e-03, eta: 1 day, 17:08:31, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6094, top5_acc: 0.7930, loss_cls: 1.7036, loss: 1.7036, grad_norm: 4.2364 2020-07-26 08:32:17,145 - mmaction - INFO - Epoch [42][1420/3757] lr: 2.000e-03, eta: 1 day, 17:08:18, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8016, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.2125 2020-07-26 08:32:30,573 - mmaction - INFO - Epoch [42][1440/3757] lr: 2.000e-03, eta: 1 day, 17:08:04, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.2177 2020-07-26 08:32:43,876 - mmaction - INFO - Epoch [42][1460/3757] lr: 2.000e-03, eta: 1 day, 17:07:51, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.2473 2020-07-26 08:32:57,422 - mmaction - INFO - Epoch [42][1480/3757] lr: 2.000e-03, eta: 1 day, 17:07:37, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.3400 2020-07-26 08:33:11,690 - mmaction - INFO - Epoch [42][1500/3757] lr: 2.000e-03, eta: 1 day, 17:07:25, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8047, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.2170 2020-07-26 08:33:25,346 - mmaction - INFO - Epoch [42][1520/3757] lr: 2.000e-03, eta: 1 day, 17:07:12, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8031, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.2646 2020-07-26 08:33:38,931 - mmaction - INFO - Epoch [42][1540/3757] lr: 2.000e-03, eta: 1 day, 17:06:59, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6280, loss: 1.6280, grad_norm: 4.2804 2020-07-26 08:33:52,166 - mmaction - INFO - Epoch [42][1560/3757] lr: 2.000e-03, eta: 1 day, 17:06:45, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8063, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.1977 2020-07-26 08:34:06,625 - mmaction - INFO - Epoch [42][1580/3757] lr: 2.000e-03, eta: 1 day, 17:06:33, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.2595 2020-07-26 08:34:20,607 - mmaction - INFO - Epoch [42][1600/3757] lr: 2.000e-03, eta: 1 day, 17:06:20, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.2699 2020-07-26 08:34:34,370 - mmaction - INFO - Epoch [42][1620/3757] lr: 2.000e-03, eta: 1 day, 17:06:07, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.1895 2020-07-26 08:34:47,565 - mmaction - INFO - Epoch [42][1640/3757] lr: 2.000e-03, eta: 1 day, 17:05:53, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.2199 2020-07-26 08:35:01,935 - mmaction - INFO - Epoch [42][1660/3757] lr: 2.000e-03, eta: 1 day, 17:05:41, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.2872 2020-07-26 08:35:15,190 - mmaction - INFO - Epoch [42][1680/3757] lr: 2.000e-03, eta: 1 day, 17:05:28, time: 0.668, data_time: 0.010, memory: 7079, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.2475 2020-07-26 08:35:28,691 - mmaction - INFO - Epoch [42][1700/3757] lr: 2.000e-03, eta: 1 day, 17:05:14, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.2282 2020-07-26 08:35:42,008 - mmaction - INFO - Epoch [42][1720/3757] lr: 2.000e-03, eta: 1 day, 17:05:01, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8133, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.1591 2020-07-26 08:35:55,395 - mmaction - INFO - Epoch [42][1740/3757] lr: 2.000e-03, eta: 1 day, 17:04:47, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.3173 2020-07-26 08:36:08,865 - mmaction - INFO - Epoch [42][1760/3757] lr: 2.000e-03, eta: 1 day, 17:04:34, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6746, loss: 1.6746, grad_norm: 4.2168 2020-07-26 08:36:22,386 - mmaction - INFO - Epoch [42][1780/3757] lr: 2.000e-03, eta: 1 day, 17:04:20, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.7961, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.1883 2020-07-26 08:36:36,092 - mmaction - INFO - Epoch [42][1800/3757] lr: 2.000e-03, eta: 1 day, 17:04:07, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.2929 2020-07-26 08:36:49,662 - mmaction - INFO - Epoch [42][1820/3757] lr: 2.000e-03, eta: 1 day, 17:03:54, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5615, loss: 1.5615, grad_norm: 4.1759 2020-07-26 08:37:04,114 - mmaction - INFO - Epoch [42][1840/3757] lr: 2.000e-03, eta: 1 day, 17:03:42, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.5969, loss: 1.5969, grad_norm: 3.9910 2020-07-26 08:37:17,885 - mmaction - INFO - Epoch [42][1860/3757] lr: 2.000e-03, eta: 1 day, 17:03:29, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.2613 2020-07-26 08:37:31,977 - mmaction - INFO - Epoch [42][1880/3757] lr: 2.000e-03, eta: 1 day, 17:03:16, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.3752 2020-07-26 08:37:45,762 - mmaction - INFO - Epoch [42][1900/3757] lr: 2.000e-03, eta: 1 day, 17:03:03, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.1725 2020-07-26 08:38:00,802 - mmaction - INFO - Epoch [42][1920/3757] lr: 2.000e-03, eta: 1 day, 17:02:52, time: 0.755, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.6744, loss: 1.6744, grad_norm: 4.2977 2020-07-26 08:38:13,821 - mmaction - INFO - Epoch [42][1940/3757] lr: 2.000e-03, eta: 1 day, 17:02:38, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8167, loss: 1.8167, grad_norm: 4.3515 2020-07-26 08:38:28,298 - mmaction - INFO - Epoch [42][1960/3757] lr: 2.000e-03, eta: 1 day, 17:02:26, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6689, loss: 1.6689, grad_norm: 4.2736 2020-07-26 08:38:41,808 - mmaction - INFO - Epoch [42][1980/3757] lr: 2.000e-03, eta: 1 day, 17:02:13, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.2222 2020-07-26 08:38:54,965 - mmaction - INFO - Epoch [42][2000/3757] lr: 2.000e-03, eta: 1 day, 17:01:59, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.1413 2020-07-26 08:39:08,560 - mmaction - INFO - Epoch [42][2020/3757] lr: 2.000e-03, eta: 1 day, 17:01:46, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.1994 2020-07-26 08:39:23,211 - mmaction - INFO - Epoch [42][2040/3757] lr: 2.000e-03, eta: 1 day, 17:01:34, time: 0.736, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.7738, loss: 1.7738, grad_norm: 4.2658 2020-07-26 08:39:37,202 - mmaction - INFO - Epoch [42][2060/3757] lr: 2.000e-03, eta: 1 day, 17:01:21, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.2918 2020-07-26 08:39:51,687 - mmaction - INFO - Epoch [42][2080/3757] lr: 2.000e-03, eta: 1 day, 17:01:09, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5927, loss: 1.5927, grad_norm: 4.1284 2020-07-26 08:40:05,903 - mmaction - INFO - Epoch [42][2100/3757] lr: 2.000e-03, eta: 1 day, 17:00:57, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7047, loss: 1.7047, grad_norm: 4.2752 2020-07-26 08:40:18,960 - mmaction - INFO - Epoch [42][2120/3757] lr: 2.000e-03, eta: 1 day, 17:00:43, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.6047, top5_acc: 0.7961, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.3010 2020-07-26 08:40:32,148 - mmaction - INFO - Epoch [42][2140/3757] lr: 2.000e-03, eta: 1 day, 17:00:29, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.3732 2020-07-26 08:40:45,812 - mmaction - INFO - Epoch [42][2160/3757] lr: 2.000e-03, eta: 1 day, 17:00:16, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.1531 2020-07-26 08:40:59,396 - mmaction - INFO - Epoch [42][2180/3757] lr: 2.000e-03, eta: 1 day, 17:00:02, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.6850, loss: 1.6850, grad_norm: 4.2588 2020-07-26 08:41:12,600 - mmaction - INFO - Epoch [42][2200/3757] lr: 2.000e-03, eta: 1 day, 16:59:49, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.3342 2020-07-26 08:41:26,801 - mmaction - INFO - Epoch [42][2220/3757] lr: 2.000e-03, eta: 1 day, 16:59:36, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8016, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.2955 2020-07-26 08:41:40,902 - mmaction - INFO - Epoch [42][2240/3757] lr: 2.000e-03, eta: 1 day, 16:59:24, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.7914, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.2496 2020-07-26 08:41:55,183 - mmaction - INFO - Epoch [42][2260/3757] lr: 2.000e-03, eta: 1 day, 16:59:12, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.2670 2020-07-26 08:42:08,672 - mmaction - INFO - Epoch [42][2280/3757] lr: 2.000e-03, eta: 1 day, 16:58:58, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6607, loss: 1.6607, grad_norm: 4.2341 2020-07-26 08:42:22,689 - mmaction - INFO - Epoch [42][2300/3757] lr: 2.000e-03, eta: 1 day, 16:58:45, time: 0.701, data_time: 0.003, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.1756 2020-07-26 08:42:36,341 - mmaction - INFO - Epoch [42][2320/3757] lr: 2.000e-03, eta: 1 day, 16:58:32, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.2760 2020-07-26 08:42:49,565 - mmaction - INFO - Epoch [42][2340/3757] lr: 2.000e-03, eta: 1 day, 16:58:19, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.9976 2020-07-26 08:43:03,623 - mmaction - INFO - Epoch [42][2360/3757] lr: 2.000e-03, eta: 1 day, 16:58:06, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6397, loss: 1.6397, grad_norm: 4.1344 2020-07-26 08:43:17,897 - mmaction - INFO - Epoch [42][2380/3757] lr: 2.000e-03, eta: 1 day, 16:57:54, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8273, loss_cls: 1.6461, loss: 1.6461, grad_norm: 4.2715 2020-07-26 08:43:30,841 - mmaction - INFO - Epoch [42][2400/3757] lr: 2.000e-03, eta: 1 day, 16:57:40, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8070, loss_cls: 1.6309, loss: 1.6309, grad_norm: 4.0848 2020-07-26 08:43:45,777 - mmaction - INFO - Epoch [42][2420/3757] lr: 2.000e-03, eta: 1 day, 16:57:28, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.2948 2020-07-26 08:43:58,470 - mmaction - INFO - Epoch [42][2440/3757] lr: 2.000e-03, eta: 1 day, 16:57:14, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.1478 2020-07-26 08:44:11,936 - mmaction - INFO - Epoch [42][2460/3757] lr: 2.000e-03, eta: 1 day, 16:57:00, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.1876 2020-07-26 08:44:25,306 - mmaction - INFO - Epoch [42][2480/3757] lr: 2.000e-03, eta: 1 day, 16:56:47, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.1535 2020-07-26 08:44:38,706 - mmaction - INFO - Epoch [42][2500/3757] lr: 2.000e-03, eta: 1 day, 16:56:33, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.1235 2020-07-26 08:44:52,305 - mmaction - INFO - Epoch [42][2520/3757] lr: 2.000e-03, eta: 1 day, 16:56:20, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.1467 2020-07-26 08:45:05,818 - mmaction - INFO - Epoch [42][2540/3757] lr: 2.000e-03, eta: 1 day, 16:56:06, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6683, loss: 1.6683, grad_norm: 4.3783 2020-07-26 08:45:19,250 - mmaction - INFO - Epoch [42][2560/3757] lr: 2.000e-03, eta: 1 day, 16:55:53, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.5892, loss: 1.5892, grad_norm: 4.1211 2020-07-26 08:45:32,781 - mmaction - INFO - Epoch [42][2580/3757] lr: 2.000e-03, eta: 1 day, 16:55:40, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.1797 2020-07-26 08:45:46,565 - mmaction - INFO - Epoch [42][2600/3757] lr: 2.000e-03, eta: 1 day, 16:55:27, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5301, loss: 1.5301, grad_norm: 4.1202 2020-07-26 08:46:00,549 - mmaction - INFO - Epoch [42][2620/3757] lr: 2.000e-03, eta: 1 day, 16:55:14, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6181, loss: 1.6181, grad_norm: 4.2485 2020-07-26 08:46:13,623 - mmaction - INFO - Epoch [42][2640/3757] lr: 2.000e-03, eta: 1 day, 16:55:00, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6145, loss: 1.6145, grad_norm: 4.2871 2020-07-26 08:46:26,958 - mmaction - INFO - Epoch [42][2660/3757] lr: 2.000e-03, eta: 1 day, 16:54:46, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.2507 2020-07-26 08:46:40,670 - mmaction - INFO - Epoch [42][2680/3757] lr: 2.000e-03, eta: 1 day, 16:54:33, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.2813 2020-07-26 08:46:54,836 - mmaction - INFO - Epoch [42][2700/3757] lr: 2.000e-03, eta: 1 day, 16:54:21, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.5971, loss: 1.5971, grad_norm: 4.1220 2020-07-26 08:47:08,546 - mmaction - INFO - Epoch [42][2720/3757] lr: 2.000e-03, eta: 1 day, 16:54:08, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.3246 2020-07-26 08:47:23,202 - mmaction - INFO - Epoch [42][2740/3757] lr: 2.000e-03, eta: 1 day, 16:53:56, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.1021 2020-07-26 08:47:36,014 - mmaction - INFO - Epoch [42][2760/3757] lr: 2.000e-03, eta: 1 day, 16:53:42, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.3617 2020-07-26 08:47:49,314 - mmaction - INFO - Epoch [42][2780/3757] lr: 2.000e-03, eta: 1 day, 16:53:28, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.2525 2020-07-26 08:48:02,682 - mmaction - INFO - Epoch [42][2800/3757] lr: 2.000e-03, eta: 1 day, 16:53:14, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6329, loss: 1.6329, grad_norm: 4.1707 2020-07-26 08:48:17,205 - mmaction - INFO - Epoch [42][2820/3757] lr: 2.000e-03, eta: 1 day, 16:53:02, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8289, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.1994 2020-07-26 08:48:31,590 - mmaction - INFO - Epoch [42][2840/3757] lr: 2.000e-03, eta: 1 day, 16:52:50, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.2639 2020-07-26 08:48:45,075 - mmaction - INFO - Epoch [42][2860/3757] lr: 2.000e-03, eta: 1 day, 16:52:37, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.1846 2020-07-26 08:48:58,789 - mmaction - INFO - Epoch [42][2880/3757] lr: 2.000e-03, eta: 1 day, 16:52:24, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.5555, loss: 1.5555, grad_norm: 4.1251 2020-07-26 08:49:12,327 - mmaction - INFO - Epoch [42][2900/3757] lr: 2.000e-03, eta: 1 day, 16:52:10, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.2332 2020-07-26 08:49:26,213 - mmaction - INFO - Epoch [42][2920/3757] lr: 2.000e-03, eta: 1 day, 16:51:58, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.1632 2020-07-26 08:49:39,326 - mmaction - INFO - Epoch [42][2940/3757] lr: 2.000e-03, eta: 1 day, 16:51:44, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.7286, loss: 1.7286, grad_norm: 4.3607 2020-07-26 08:49:52,905 - mmaction - INFO - Epoch [42][2960/3757] lr: 2.000e-03, eta: 1 day, 16:51:30, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8008, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.3308 2020-07-26 08:50:06,822 - mmaction - INFO - Epoch [42][2980/3757] lr: 2.000e-03, eta: 1 day, 16:51:18, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6104, loss: 1.6104, grad_norm: 4.1865 2020-07-26 08:50:20,433 - mmaction - INFO - Epoch [42][3000/3757] lr: 2.000e-03, eta: 1 day, 16:51:04, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.3117 2020-07-26 08:50:33,872 - mmaction - INFO - Epoch [42][3020/3757] lr: 2.000e-03, eta: 1 day, 16:50:51, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.3366 2020-07-26 08:50:48,294 - mmaction - INFO - Epoch [42][3040/3757] lr: 2.000e-03, eta: 1 day, 16:50:39, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.3592 2020-07-26 08:51:01,852 - mmaction - INFO - Epoch [42][3060/3757] lr: 2.000e-03, eta: 1 day, 16:50:25, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5990, loss: 1.5990, grad_norm: 4.2782 2020-07-26 08:51:15,069 - mmaction - INFO - Epoch [42][3080/3757] lr: 2.000e-03, eta: 1 day, 16:50:12, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.3668 2020-07-26 08:51:28,739 - mmaction - INFO - Epoch [42][3100/3757] lr: 2.000e-03, eta: 1 day, 16:49:59, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.7191, loss: 1.7191, grad_norm: 4.3892 2020-07-26 08:51:42,993 - mmaction - INFO - Epoch [42][3120/3757] lr: 2.000e-03, eta: 1 day, 16:49:46, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.3057 2020-07-26 08:51:57,533 - mmaction - INFO - Epoch [42][3140/3757] lr: 2.000e-03, eta: 1 day, 16:49:34, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.2111 2020-07-26 08:52:11,675 - mmaction - INFO - Epoch [42][3160/3757] lr: 2.000e-03, eta: 1 day, 16:49:22, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.4228 2020-07-26 08:52:24,718 - mmaction - INFO - Epoch [42][3180/3757] lr: 2.000e-03, eta: 1 day, 16:49:08, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8023, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.2329 2020-07-26 08:52:38,424 - mmaction - INFO - Epoch [42][3200/3757] lr: 2.000e-03, eta: 1 day, 16:48:55, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.2941 2020-07-26 08:52:52,637 - mmaction - INFO - Epoch [42][3220/3757] lr: 2.000e-03, eta: 1 day, 16:48:42, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7466, loss: 1.7466, grad_norm: 4.3028 2020-07-26 08:53:06,259 - mmaction - INFO - Epoch [42][3240/3757] lr: 2.000e-03, eta: 1 day, 16:48:29, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6060, loss: 1.6060, grad_norm: 4.2187 2020-07-26 08:53:21,730 - mmaction - INFO - Epoch [42][3260/3757] lr: 2.000e-03, eta: 1 day, 16:48:18, time: 0.771, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.3043 2020-07-26 08:53:34,625 - mmaction - INFO - Epoch [42][3280/3757] lr: 2.000e-03, eta: 1 day, 16:48:04, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6077, loss: 1.6077, grad_norm: 4.1556 2020-07-26 08:53:48,940 - mmaction - INFO - Epoch [42][3300/3757] lr: 2.000e-03, eta: 1 day, 16:47:52, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.3448 2020-07-26 08:54:02,818 - mmaction - INFO - Epoch [42][3320/3757] lr: 2.000e-03, eta: 1 day, 16:47:39, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.3153 2020-07-26 08:54:15,832 - mmaction - INFO - Epoch [42][3340/3757] lr: 2.000e-03, eta: 1 day, 16:47:25, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.6341, loss: 1.6341, grad_norm: 4.1867 2020-07-26 08:54:29,828 - mmaction - INFO - Epoch [42][3360/3757] lr: 2.000e-03, eta: 1 day, 16:47:12, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5966, loss: 1.5966, grad_norm: 4.2203 2020-07-26 08:54:43,387 - mmaction - INFO - Epoch [42][3380/3757] lr: 2.000e-03, eta: 1 day, 16:46:59, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.2089 2020-07-26 08:54:57,287 - mmaction - INFO - Epoch [42][3400/3757] lr: 2.000e-03, eta: 1 day, 16:46:46, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.3827 2020-07-26 08:55:12,653 - mmaction - INFO - Epoch [42][3420/3757] lr: 2.000e-03, eta: 1 day, 16:46:35, time: 0.766, data_time: 0.006, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.2298 2020-07-26 08:55:26,769 - mmaction - INFO - Epoch [42][3440/3757] lr: 2.000e-03, eta: 1 day, 16:46:23, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.6242, loss: 1.6242, grad_norm: 4.2031 2020-07-26 08:55:40,996 - mmaction - INFO - Epoch [42][3460/3757] lr: 2.000e-03, eta: 1 day, 16:46:10, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.4096 2020-07-26 08:55:53,868 - mmaction - INFO - Epoch [42][3480/3757] lr: 2.000e-03, eta: 1 day, 16:45:56, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6177, loss: 1.6177, grad_norm: 4.1809 2020-07-26 08:56:07,228 - mmaction - INFO - Epoch [42][3500/3757] lr: 2.000e-03, eta: 1 day, 16:45:43, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5368, loss: 1.5368, grad_norm: 4.1447 2020-07-26 08:56:20,674 - mmaction - INFO - Epoch [42][3520/3757] lr: 2.000e-03, eta: 1 day, 16:45:29, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.2854 2020-07-26 08:56:34,293 - mmaction - INFO - Epoch [42][3540/3757] lr: 2.000e-03, eta: 1 day, 16:45:16, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7810, loss: 1.7810, grad_norm: 4.3206 2020-07-26 08:56:48,757 - mmaction - INFO - Epoch [42][3560/3757] lr: 2.000e-03, eta: 1 day, 16:45:04, time: 0.727, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.1743 2020-07-26 08:57:01,639 - mmaction - INFO - Epoch [42][3580/3757] lr: 2.000e-03, eta: 1 day, 16:44:50, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.2350 2020-07-26 08:57:14,825 - mmaction - INFO - Epoch [42][3600/3757] lr: 2.000e-03, eta: 1 day, 16:44:36, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6215, loss: 1.6215, grad_norm: 4.1743 2020-07-26 08:57:29,171 - mmaction - INFO - Epoch [42][3620/3757] lr: 2.000e-03, eta: 1 day, 16:44:24, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.2913 2020-07-26 08:57:43,885 - mmaction - INFO - Epoch [42][3640/3757] lr: 2.000e-03, eta: 1 day, 16:44:12, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8211, loss_cls: 1.6116, loss: 1.6116, grad_norm: 4.1868 2020-07-26 08:57:58,478 - mmaction - INFO - Epoch [42][3660/3757] lr: 2.000e-03, eta: 1 day, 16:44:00, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6620, loss: 1.6620, grad_norm: 4.2403 2020-07-26 08:58:11,380 - mmaction - INFO - Epoch [42][3680/3757] lr: 2.000e-03, eta: 1 day, 16:43:46, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.2608 2020-07-26 08:58:25,054 - mmaction - INFO - Epoch [42][3700/3757] lr: 2.000e-03, eta: 1 day, 16:43:33, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8375, loss_cls: 1.5402, loss: 1.5402, grad_norm: 4.1668 2020-07-26 08:58:38,215 - mmaction - INFO - Epoch [42][3720/3757] lr: 2.000e-03, eta: 1 day, 16:43:19, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8055, loss_cls: 1.7314, loss: 1.7314, grad_norm: 4.3689 2020-07-26 08:58:52,486 - mmaction - INFO - Epoch [42][3740/3757] lr: 2.000e-03, eta: 1 day, 16:43:06, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.3207 2020-07-26 08:59:03,724 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-07-26 08:59:26,714 - mmaction - INFO - Epoch [43][20/3757] lr: 2.000e-03, eta: 1 day, 16:42:37, time: 1.077, data_time: 0.433, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6047, loss: 1.6047, grad_norm: 4.2937 2020-07-26 08:59:40,232 - mmaction - INFO - Epoch [43][40/3757] lr: 2.000e-03, eta: 1 day, 16:42:24, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.3904 2020-07-26 08:59:53,122 - mmaction - INFO - Epoch [43][60/3757] lr: 2.000e-03, eta: 1 day, 16:42:09, time: 0.648, data_time: 0.009, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5278, loss: 1.5278, grad_norm: 4.2534 2020-07-26 09:00:08,953 - mmaction - INFO - Epoch [43][80/3757] lr: 2.000e-03, eta: 1 day, 16:41:59, time: 0.784, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5834, loss: 1.5834, grad_norm: 4.1888 2020-07-26 09:00:22,509 - mmaction - INFO - Epoch [43][100/3757] lr: 2.000e-03, eta: 1 day, 16:41:46, time: 0.685, data_time: 0.018, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.2584 2020-07-26 09:00:36,306 - mmaction - INFO - Epoch [43][120/3757] lr: 2.000e-03, eta: 1 day, 16:41:33, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6103, loss: 1.6103, grad_norm: 4.3091 2020-07-26 09:00:49,443 - mmaction - INFO - Epoch [43][140/3757] lr: 2.000e-03, eta: 1 day, 16:41:19, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.7953, loss_cls: 1.7012, loss: 1.7012, grad_norm: 4.3772 2020-07-26 09:01:02,822 - mmaction - INFO - Epoch [43][160/3757] lr: 2.000e-03, eta: 1 day, 16:41:05, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6182, loss: 1.6182, grad_norm: 4.3193 2020-07-26 09:01:16,474 - mmaction - INFO - Epoch [43][180/3757] lr: 2.000e-03, eta: 1 day, 16:40:52, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.2716 2020-07-26 09:01:30,569 - mmaction - INFO - Epoch [43][200/3757] lr: 2.000e-03, eta: 1 day, 16:40:40, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6524, loss: 1.6524, grad_norm: 4.4013 2020-07-26 09:01:44,540 - mmaction - INFO - Epoch [43][220/3757] lr: 2.000e-03, eta: 1 day, 16:40:27, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.1433 2020-07-26 09:01:57,646 - mmaction - INFO - Epoch [43][240/3757] lr: 2.000e-03, eta: 1 day, 16:40:13, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.5742, loss: 1.5742, grad_norm: 4.2283 2020-07-26 09:02:11,560 - mmaction - INFO - Epoch [43][260/3757] lr: 2.000e-03, eta: 1 day, 16:40:00, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.5960, loss: 1.5960, grad_norm: 4.1347 2020-07-26 09:02:27,995 - mmaction - INFO - Epoch [43][280/3757] lr: 2.000e-03, eta: 1 day, 16:39:51, time: 0.817, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.2836 2020-07-26 09:02:40,420 - mmaction - INFO - Epoch [43][300/3757] lr: 2.000e-03, eta: 1 day, 16:39:36, time: 0.626, data_time: 0.009, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5842, loss: 1.5842, grad_norm: 4.2253 2020-07-26 09:02:54,158 - mmaction - INFO - Epoch [43][320/3757] lr: 2.000e-03, eta: 1 day, 16:39:23, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6198, loss: 1.6198, grad_norm: 4.1998 2020-07-26 09:03:07,439 - mmaction - INFO - Epoch [43][340/3757] lr: 2.000e-03, eta: 1 day, 16:39:09, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.2434 2020-07-26 09:03:21,519 - mmaction - INFO - Epoch [43][360/3757] lr: 2.000e-03, eta: 1 day, 16:38:57, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.1464 2020-07-26 09:03:34,627 - mmaction - INFO - Epoch [43][380/3757] lr: 2.000e-03, eta: 1 day, 16:38:43, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8117, loss_cls: 1.6374, loss: 1.6374, grad_norm: 4.2342 2020-07-26 09:03:48,235 - mmaction - INFO - Epoch [43][400/3757] lr: 2.000e-03, eta: 1 day, 16:38:30, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.3170 2020-07-26 09:04:02,094 - mmaction - INFO - Epoch [43][420/3757] lr: 2.000e-03, eta: 1 day, 16:38:17, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.2607 2020-07-26 09:04:15,909 - mmaction - INFO - Epoch [43][440/3757] lr: 2.000e-03, eta: 1 day, 16:38:04, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.3190 2020-07-26 09:04:28,909 - mmaction - INFO - Epoch [43][460/3757] lr: 2.000e-03, eta: 1 day, 16:37:50, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8117, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.2656 2020-07-26 09:04:42,383 - mmaction - INFO - Epoch [43][480/3757] lr: 2.000e-03, eta: 1 day, 16:37:36, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8125, loss_cls: 1.6067, loss: 1.6067, grad_norm: 4.2933 2020-07-26 09:04:55,930 - mmaction - INFO - Epoch [43][500/3757] lr: 2.000e-03, eta: 1 day, 16:37:23, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6062, top5_acc: 0.7984, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.2180 2020-07-26 09:05:09,920 - mmaction - INFO - Epoch [43][520/3757] lr: 2.000e-03, eta: 1 day, 16:37:10, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6987, loss: 1.6987, grad_norm: 4.3432 2020-07-26 09:05:23,740 - mmaction - INFO - Epoch [43][540/3757] lr: 2.000e-03, eta: 1 day, 16:36:57, time: 0.697, data_time: 0.009, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.2032 2020-07-26 09:05:37,529 - mmaction - INFO - Epoch [43][560/3757] lr: 2.000e-03, eta: 1 day, 16:36:44, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6225, loss: 1.6225, grad_norm: 4.2403 2020-07-26 09:05:51,515 - mmaction - INFO - Epoch [43][580/3757] lr: 2.000e-03, eta: 1 day, 16:36:31, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.2808 2020-07-26 09:06:05,036 - mmaction - INFO - Epoch [43][600/3757] lr: 2.000e-03, eta: 1 day, 16:36:18, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.2611 2020-07-26 09:06:18,794 - mmaction - INFO - Epoch [43][620/3757] lr: 2.000e-03, eta: 1 day, 16:36:05, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8359, loss_cls: 1.5909, loss: 1.5909, grad_norm: 4.2830 2020-07-26 09:06:32,581 - mmaction - INFO - Epoch [43][640/3757] lr: 2.000e-03, eta: 1 day, 16:35:52, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.2968 2020-07-26 09:06:46,498 - mmaction - INFO - Epoch [43][660/3757] lr: 2.000e-03, eta: 1 day, 16:35:39, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8367, loss_cls: 1.5235, loss: 1.5235, grad_norm: 4.2456 2020-07-26 09:06:59,828 - mmaction - INFO - Epoch [43][680/3757] lr: 2.000e-03, eta: 1 day, 16:35:26, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8359, loss_cls: 1.5406, loss: 1.5406, grad_norm: 4.3538 2020-07-26 09:07:13,660 - mmaction - INFO - Epoch [43][700/3757] lr: 2.000e-03, eta: 1 day, 16:35:13, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8133, loss_cls: 1.6499, loss: 1.6499, grad_norm: 4.3073 2020-07-26 09:07:27,126 - mmaction - INFO - Epoch [43][720/3757] lr: 2.000e-03, eta: 1 day, 16:34:59, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7175, loss: 1.7175, grad_norm: 4.4296 2020-07-26 09:07:40,810 - mmaction - INFO - Epoch [43][740/3757] lr: 2.000e-03, eta: 1 day, 16:34:46, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6881, loss: 1.6881, grad_norm: 4.3682 2020-07-26 09:07:54,854 - mmaction - INFO - Epoch [43][760/3757] lr: 2.000e-03, eta: 1 day, 16:34:33, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8211, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.3783 2020-07-26 09:08:08,794 - mmaction - INFO - Epoch [43][780/3757] lr: 2.000e-03, eta: 1 day, 16:34:21, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6277, loss: 1.6277, grad_norm: 4.3468 2020-07-26 09:08:22,039 - mmaction - INFO - Epoch [43][800/3757] lr: 2.000e-03, eta: 1 day, 16:34:07, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6415, loss: 1.6415, grad_norm: 4.3839 2020-07-26 09:08:35,359 - mmaction - INFO - Epoch [43][820/3757] lr: 2.000e-03, eta: 1 day, 16:33:53, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.2822 2020-07-26 09:08:48,880 - mmaction - INFO - Epoch [43][840/3757] lr: 2.000e-03, eta: 1 day, 16:33:40, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5957, loss: 1.5957, grad_norm: 4.1953 2020-07-26 09:09:01,938 - mmaction - INFO - Epoch [43][860/3757] lr: 2.000e-03, eta: 1 day, 16:33:26, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5736, loss: 1.5736, grad_norm: 4.2664 2020-07-26 09:09:15,399 - mmaction - INFO - Epoch [43][880/3757] lr: 2.000e-03, eta: 1 day, 16:33:12, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7253, loss: 1.7253, grad_norm: 4.2901 2020-07-26 09:09:29,130 - mmaction - INFO - Epoch [43][900/3757] lr: 2.000e-03, eta: 1 day, 16:32:59, time: 0.685, data_time: 0.003, memory: 7079, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7605, loss: 1.7605, grad_norm: 4.3180 2020-07-26 09:09:43,051 - mmaction - INFO - Epoch [43][920/3757] lr: 2.000e-03, eta: 1 day, 16:32:47, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6406, loss: 1.6406, grad_norm: 4.3106 2020-07-26 09:09:56,334 - mmaction - INFO - Epoch [43][940/3757] lr: 2.000e-03, eta: 1 day, 16:32:33, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.4714 2020-07-26 09:10:09,774 - mmaction - INFO - Epoch [43][960/3757] lr: 2.000e-03, eta: 1 day, 16:32:19, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.3941 2020-07-26 09:10:23,670 - mmaction - INFO - Epoch [43][980/3757] lr: 2.000e-03, eta: 1 day, 16:32:07, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5074, loss: 1.5074, grad_norm: 4.1631 2020-07-26 09:10:36,707 - mmaction - INFO - Epoch [43][1000/3757] lr: 2.000e-03, eta: 1 day, 16:31:53, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5692, loss: 1.5692, grad_norm: 4.2958 2020-07-26 09:10:50,969 - mmaction - INFO - Epoch [43][1020/3757] lr: 2.000e-03, eta: 1 day, 16:31:40, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.3207 2020-07-26 09:11:04,265 - mmaction - INFO - Epoch [43][1040/3757] lr: 2.000e-03, eta: 1 day, 16:31:27, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5572, loss: 1.5572, grad_norm: 4.1825 2020-07-26 09:11:17,974 - mmaction - INFO - Epoch [43][1060/3757] lr: 2.000e-03, eta: 1 day, 16:31:13, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.5674, loss: 1.5674, grad_norm: 4.1275 2020-07-26 09:11:31,517 - mmaction - INFO - Epoch [43][1080/3757] lr: 2.000e-03, eta: 1 day, 16:31:00, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.6792, loss: 1.6792, grad_norm: 4.3814 2020-07-26 09:11:45,307 - mmaction - INFO - Epoch [43][1100/3757] lr: 2.000e-03, eta: 1 day, 16:30:47, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8086, loss_cls: 1.6517, loss: 1.6517, grad_norm: 4.2994 2020-07-26 09:11:59,477 - mmaction - INFO - Epoch [43][1120/3757] lr: 2.000e-03, eta: 1 day, 16:30:35, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.6161, loss: 1.6161, grad_norm: 4.3069 2020-07-26 09:12:12,827 - mmaction - INFO - Epoch [43][1140/3757] lr: 2.000e-03, eta: 1 day, 16:30:21, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6211, loss: 1.6211, grad_norm: 4.3420 2020-07-26 09:12:26,874 - mmaction - INFO - Epoch [43][1160/3757] lr: 2.000e-03, eta: 1 day, 16:30:08, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.6831, loss: 1.6831, grad_norm: 4.3109 2020-07-26 09:12:39,916 - mmaction - INFO - Epoch [43][1180/3757] lr: 2.000e-03, eta: 1 day, 16:29:54, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.3485 2020-07-26 09:12:53,855 - mmaction - INFO - Epoch [43][1200/3757] lr: 2.000e-03, eta: 1 day, 16:29:42, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.6538, loss: 1.6538, grad_norm: 4.2788 2020-07-26 09:13:07,854 - mmaction - INFO - Epoch [43][1220/3757] lr: 2.000e-03, eta: 1 day, 16:29:29, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5676, loss: 1.5676, grad_norm: 4.1739 2020-07-26 09:13:21,472 - mmaction - INFO - Epoch [43][1240/3757] lr: 2.000e-03, eta: 1 day, 16:29:16, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6644, loss: 1.6644, grad_norm: 4.3659 2020-07-26 09:13:34,852 - mmaction - INFO - Epoch [43][1260/3757] lr: 2.000e-03, eta: 1 day, 16:29:02, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.4209 2020-07-26 09:13:48,770 - mmaction - INFO - Epoch [43][1280/3757] lr: 2.000e-03, eta: 1 day, 16:28:49, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.2949 2020-07-26 09:14:02,432 - mmaction - INFO - Epoch [43][1300/3757] lr: 2.000e-03, eta: 1 day, 16:28:36, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8187, loss_cls: 1.5967, loss: 1.5967, grad_norm: 4.2387 2020-07-26 09:14:16,625 - mmaction - INFO - Epoch [43][1320/3757] lr: 2.000e-03, eta: 1 day, 16:28:24, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6372, loss: 1.6372, grad_norm: 4.1781 2020-07-26 09:14:30,429 - mmaction - INFO - Epoch [43][1340/3757] lr: 2.000e-03, eta: 1 day, 16:28:11, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.3602 2020-07-26 09:14:43,547 - mmaction - INFO - Epoch [43][1360/3757] lr: 2.000e-03, eta: 1 day, 16:27:57, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6604, loss: 1.6604, grad_norm: 4.4723 2020-07-26 09:14:57,728 - mmaction - INFO - Epoch [43][1380/3757] lr: 2.000e-03, eta: 1 day, 16:27:44, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8047, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.3392 2020-07-26 09:15:11,209 - mmaction - INFO - Epoch [43][1400/3757] lr: 2.000e-03, eta: 1 day, 16:27:31, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.3063 2020-07-26 09:15:25,129 - mmaction - INFO - Epoch [43][1420/3757] lr: 2.000e-03, eta: 1 day, 16:27:18, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.3372 2020-07-26 09:15:38,636 - mmaction - INFO - Epoch [43][1440/3757] lr: 2.000e-03, eta: 1 day, 16:27:05, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8305, loss_cls: 1.6126, loss: 1.6126, grad_norm: 4.2987 2020-07-26 09:15:52,690 - mmaction - INFO - Epoch [43][1460/3757] lr: 2.000e-03, eta: 1 day, 16:26:52, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7103, loss: 1.7103, grad_norm: 4.3123 2020-07-26 09:16:05,947 - mmaction - INFO - Epoch [43][1480/3757] lr: 2.000e-03, eta: 1 day, 16:26:38, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.4117 2020-07-26 09:16:20,612 - mmaction - INFO - Epoch [43][1500/3757] lr: 2.000e-03, eta: 1 day, 16:26:26, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.1987 2020-07-26 09:16:33,452 - mmaction - INFO - Epoch [43][1520/3757] lr: 2.000e-03, eta: 1 day, 16:26:12, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.2240 2020-07-26 09:16:47,619 - mmaction - INFO - Epoch [43][1540/3757] lr: 2.000e-03, eta: 1 day, 16:26:00, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5561, loss: 1.5561, grad_norm: 4.2685 2020-07-26 09:17:00,871 - mmaction - INFO - Epoch [43][1560/3757] lr: 2.000e-03, eta: 1 day, 16:25:46, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6082, loss: 1.6082, grad_norm: 4.3416 2020-07-26 09:17:14,267 - mmaction - INFO - Epoch [43][1580/3757] lr: 2.000e-03, eta: 1 day, 16:25:32, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5327, loss: 1.5327, grad_norm: 4.1222 2020-07-26 09:17:28,036 - mmaction - INFO - Epoch [43][1600/3757] lr: 2.000e-03, eta: 1 day, 16:25:19, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8125, loss_cls: 1.5728, loss: 1.5728, grad_norm: 4.1857 2020-07-26 09:17:43,049 - mmaction - INFO - Epoch [43][1620/3757] lr: 2.000e-03, eta: 1 day, 16:25:08, time: 0.747, data_time: 0.004, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.6178, loss: 1.6178, grad_norm: 4.3157 2020-07-26 09:17:56,885 - mmaction - INFO - Epoch [43][1640/3757] lr: 2.000e-03, eta: 1 day, 16:24:55, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.5103 2020-07-26 09:18:10,225 - mmaction - INFO - Epoch [43][1660/3757] lr: 2.000e-03, eta: 1 day, 16:24:41, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6472, loss: 1.6472, grad_norm: 4.3034 2020-07-26 09:18:24,181 - mmaction - INFO - Epoch [43][1680/3757] lr: 2.000e-03, eta: 1 day, 16:24:29, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5346, loss: 1.5346, grad_norm: 4.1885 2020-07-26 09:18:37,507 - mmaction - INFO - Epoch [43][1700/3757] lr: 2.000e-03, eta: 1 day, 16:24:15, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5750, top5_acc: 0.7883, loss_cls: 1.7682, loss: 1.7682, grad_norm: 4.3335 2020-07-26 09:18:51,891 - mmaction - INFO - Epoch [43][1720/3757] lr: 2.000e-03, eta: 1 day, 16:24:03, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.2018 2020-07-26 09:19:04,919 - mmaction - INFO - Epoch [43][1740/3757] lr: 2.000e-03, eta: 1 day, 16:23:49, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8016, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.2973 2020-07-26 09:19:19,645 - mmaction - INFO - Epoch [43][1760/3757] lr: 2.000e-03, eta: 1 day, 16:23:37, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.3069 2020-07-26 09:19:33,959 - mmaction - INFO - Epoch [43][1780/3757] lr: 2.000e-03, eta: 1 day, 16:23:25, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.3724 2020-07-26 09:19:48,985 - mmaction - INFO - Epoch [43][1800/3757] lr: 2.000e-03, eta: 1 day, 16:23:13, time: 0.757, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.3232 2020-07-26 09:20:01,843 - mmaction - INFO - Epoch [43][1820/3757] lr: 2.000e-03, eta: 1 day, 16:22:59, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.2315 2020-07-26 09:20:15,210 - mmaction - INFO - Epoch [43][1840/3757] lr: 2.000e-03, eta: 1 day, 16:22:46, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.2380 2020-07-26 09:20:30,090 - mmaction - INFO - Epoch [43][1860/3757] lr: 2.000e-03, eta: 1 day, 16:22:34, time: 0.739, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.1826 2020-07-26 09:20:43,868 - mmaction - INFO - Epoch [43][1880/3757] lr: 2.000e-03, eta: 1 day, 16:22:21, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.2774 2020-07-26 09:20:57,489 - mmaction - INFO - Epoch [43][1900/3757] lr: 2.000e-03, eta: 1 day, 16:22:08, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.3501 2020-07-26 09:21:11,088 - mmaction - INFO - Epoch [43][1920/3757] lr: 2.000e-03, eta: 1 day, 16:21:55, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.5736, loss: 1.5736, grad_norm: 4.1916 2020-07-26 09:21:25,036 - mmaction - INFO - Epoch [43][1940/3757] lr: 2.000e-03, eta: 1 day, 16:21:42, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.4995 2020-07-26 09:21:38,188 - mmaction - INFO - Epoch [43][1960/3757] lr: 2.000e-03, eta: 1 day, 16:21:28, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.3530 2020-07-26 09:21:52,281 - mmaction - INFO - Epoch [43][1980/3757] lr: 2.000e-03, eta: 1 day, 16:21:15, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8086, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.3405 2020-07-26 09:22:06,311 - mmaction - INFO - Epoch [43][2000/3757] lr: 2.000e-03, eta: 1 day, 16:21:03, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.4360 2020-07-26 09:22:19,959 - mmaction - INFO - Epoch [43][2020/3757] lr: 2.000e-03, eta: 1 day, 16:20:49, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.3824 2020-07-26 09:22:33,585 - mmaction - INFO - Epoch [43][2040/3757] lr: 2.000e-03, eta: 1 day, 16:20:36, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6668, loss: 1.6668, grad_norm: 4.4754 2020-07-26 09:22:46,834 - mmaction - INFO - Epoch [43][2060/3757] lr: 2.000e-03, eta: 1 day, 16:20:22, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.5666, loss: 1.5666, grad_norm: 4.1687 2020-07-26 09:23:00,502 - mmaction - INFO - Epoch [43][2080/3757] lr: 2.000e-03, eta: 1 day, 16:20:09, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.6039, loss: 1.6039, grad_norm: 4.2271 2020-07-26 09:23:14,235 - mmaction - INFO - Epoch [43][2100/3757] lr: 2.000e-03, eta: 1 day, 16:19:56, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8273, loss_cls: 1.5884, loss: 1.5884, grad_norm: 4.3134 2020-07-26 09:23:28,526 - mmaction - INFO - Epoch [43][2120/3757] lr: 2.000e-03, eta: 1 day, 16:19:44, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5684, loss: 1.5684, grad_norm: 4.2857 2020-07-26 09:23:43,241 - mmaction - INFO - Epoch [43][2140/3757] lr: 2.000e-03, eta: 1 day, 16:19:32, time: 0.736, data_time: 0.008, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8328, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.3818 2020-07-26 09:23:56,441 - mmaction - INFO - Epoch [43][2160/3757] lr: 2.000e-03, eta: 1 day, 16:19:18, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.3038 2020-07-26 09:24:10,694 - mmaction - INFO - Epoch [43][2180/3757] lr: 2.000e-03, eta: 1 day, 16:19:06, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8070, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.3564 2020-07-26 09:24:23,825 - mmaction - INFO - Epoch [43][2200/3757] lr: 2.000e-03, eta: 1 day, 16:18:52, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.3933 2020-07-26 09:24:37,546 - mmaction - INFO - Epoch [43][2220/3757] lr: 2.000e-03, eta: 1 day, 16:18:39, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5733, loss: 1.5733, grad_norm: 4.1188 2020-07-26 09:24:51,251 - mmaction - INFO - Epoch [43][2240/3757] lr: 2.000e-03, eta: 1 day, 16:18:26, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8203, loss_cls: 1.5305, loss: 1.5305, grad_norm: 4.1329 2020-07-26 09:25:05,856 - mmaction - INFO - Epoch [43][2260/3757] lr: 2.000e-03, eta: 1 day, 16:18:14, time: 0.732, data_time: 0.008, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5744, loss: 1.5744, grad_norm: 4.2807 2020-07-26 09:25:18,732 - mmaction - INFO - Epoch [43][2280/3757] lr: 2.000e-03, eta: 1 day, 16:18:00, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.3768 2020-07-26 09:25:31,905 - mmaction - INFO - Epoch [43][2300/3757] lr: 2.000e-03, eta: 1 day, 16:17:46, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.4430 2020-07-26 09:25:45,870 - mmaction - INFO - Epoch [43][2320/3757] lr: 2.000e-03, eta: 1 day, 16:17:33, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.3724 2020-07-26 09:25:59,103 - mmaction - INFO - Epoch [43][2340/3757] lr: 2.000e-03, eta: 1 day, 16:17:19, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.5873, loss: 1.5873, grad_norm: 4.3789 2020-07-26 09:26:12,778 - mmaction - INFO - Epoch [43][2360/3757] lr: 2.000e-03, eta: 1 day, 16:17:06, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.3343 2020-07-26 09:26:26,396 - mmaction - INFO - Epoch [43][2380/3757] lr: 2.000e-03, eta: 1 day, 16:16:53, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.3092 2020-07-26 09:26:39,626 - mmaction - INFO - Epoch [43][2400/3757] lr: 2.000e-03, eta: 1 day, 16:16:39, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5490, loss: 1.5490, grad_norm: 4.2144 2020-07-26 09:26:53,784 - mmaction - INFO - Epoch [43][2420/3757] lr: 2.000e-03, eta: 1 day, 16:16:27, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.2310 2020-07-26 09:27:07,266 - mmaction - INFO - Epoch [43][2440/3757] lr: 2.000e-03, eta: 1 day, 16:16:13, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7255, loss: 1.7255, grad_norm: 4.4298 2020-07-26 09:27:21,377 - mmaction - INFO - Epoch [43][2460/3757] lr: 2.000e-03, eta: 1 day, 16:16:01, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8047, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.3651 2020-07-26 09:27:35,601 - mmaction - INFO - Epoch [43][2480/3757] lr: 2.000e-03, eta: 1 day, 16:15:48, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.5707, loss: 1.5707, grad_norm: 4.2356 2020-07-26 09:27:48,749 - mmaction - INFO - Epoch [43][2500/3757] lr: 2.000e-03, eta: 1 day, 16:15:34, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.1730 2020-07-26 09:28:02,423 - mmaction - INFO - Epoch [43][2520/3757] lr: 2.000e-03, eta: 1 day, 16:15:21, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6055, loss: 1.6055, grad_norm: 4.2834 2020-07-26 09:28:17,116 - mmaction - INFO - Epoch [43][2540/3757] lr: 2.000e-03, eta: 1 day, 16:15:09, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.4759 2020-07-26 09:28:30,345 - mmaction - INFO - Epoch [43][2560/3757] lr: 2.000e-03, eta: 1 day, 16:14:56, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.3794 2020-07-26 09:28:44,741 - mmaction - INFO - Epoch [43][2580/3757] lr: 2.000e-03, eta: 1 day, 16:14:43, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5403, loss: 1.5403, grad_norm: 4.1741 2020-07-26 09:28:58,046 - mmaction - INFO - Epoch [43][2600/3757] lr: 2.000e-03, eta: 1 day, 16:14:30, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.6014, loss: 1.6014, grad_norm: 4.2632 2020-07-26 09:29:12,587 - mmaction - INFO - Epoch [43][2620/3757] lr: 2.000e-03, eta: 1 day, 16:14:18, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.3579 2020-07-26 09:29:26,143 - mmaction - INFO - Epoch [43][2640/3757] lr: 2.000e-03, eta: 1 day, 16:14:04, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6725, loss: 1.6725, grad_norm: 4.3332 2020-07-26 09:29:40,219 - mmaction - INFO - Epoch [43][2660/3757] lr: 2.000e-03, eta: 1 day, 16:13:52, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6364, loss: 1.6364, grad_norm: 4.2776 2020-07-26 09:29:53,434 - mmaction - INFO - Epoch [43][2680/3757] lr: 2.000e-03, eta: 1 day, 16:13:38, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.4257 2020-07-26 09:30:07,296 - mmaction - INFO - Epoch [43][2700/3757] lr: 2.000e-03, eta: 1 day, 16:13:25, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6654, loss: 1.6654, grad_norm: 4.3694 2020-07-26 09:30:21,250 - mmaction - INFO - Epoch [43][2720/3757] lr: 2.000e-03, eta: 1 day, 16:13:12, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.4160 2020-07-26 09:30:34,787 - mmaction - INFO - Epoch [43][2740/3757] lr: 2.000e-03, eta: 1 day, 16:12:59, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6424, loss: 1.6424, grad_norm: 4.2565 2020-07-26 09:30:48,018 - mmaction - INFO - Epoch [43][2760/3757] lr: 2.000e-03, eta: 1 day, 16:12:45, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.2776 2020-07-26 09:31:01,592 - mmaction - INFO - Epoch [43][2780/3757] lr: 2.000e-03, eta: 1 day, 16:12:32, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6636, loss: 1.6636, grad_norm: 4.2435 2020-07-26 09:31:14,877 - mmaction - INFO - Epoch [43][2800/3757] lr: 2.000e-03, eta: 1 day, 16:12:18, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8406, loss_cls: 1.5428, loss: 1.5428, grad_norm: 4.3392 2020-07-26 09:31:28,678 - mmaction - INFO - Epoch [43][2820/3757] lr: 2.000e-03, eta: 1 day, 16:12:05, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6685, loss: 1.6685, grad_norm: 4.2715 2020-07-26 09:31:42,279 - mmaction - INFO - Epoch [43][2840/3757] lr: 2.000e-03, eta: 1 day, 16:11:52, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.3242 2020-07-26 09:31:55,706 - mmaction - INFO - Epoch [43][2860/3757] lr: 2.000e-03, eta: 1 day, 16:11:38, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5907, loss: 1.5907, grad_norm: 4.2692 2020-07-26 09:32:08,965 - mmaction - INFO - Epoch [43][2880/3757] lr: 2.000e-03, eta: 1 day, 16:11:25, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7535, loss: 1.7535, grad_norm: 4.5617 2020-07-26 09:32:22,671 - mmaction - INFO - Epoch [43][2900/3757] lr: 2.000e-03, eta: 1 day, 16:11:12, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5408, loss: 1.5408, grad_norm: 4.2153 2020-07-26 09:32:36,402 - mmaction - INFO - Epoch [43][2920/3757] lr: 2.000e-03, eta: 1 day, 16:10:59, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6169, loss: 1.6169, grad_norm: 4.3340 2020-07-26 09:32:49,875 - mmaction - INFO - Epoch [43][2940/3757] lr: 2.000e-03, eta: 1 day, 16:10:45, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.3820 2020-07-26 09:33:04,467 - mmaction - INFO - Epoch [43][2960/3757] lr: 2.000e-03, eta: 1 day, 16:10:33, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5018, loss: 1.5018, grad_norm: 4.2568 2020-07-26 09:33:18,190 - mmaction - INFO - Epoch [43][2980/3757] lr: 2.000e-03, eta: 1 day, 16:10:20, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.5000 2020-07-26 09:33:32,596 - mmaction - INFO - Epoch [43][3000/3757] lr: 2.000e-03, eta: 1 day, 16:10:08, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.6082, loss: 1.6082, grad_norm: 4.2983 2020-07-26 09:33:45,543 - mmaction - INFO - Epoch [43][3020/3757] lr: 2.000e-03, eta: 1 day, 16:09:54, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.6423, loss: 1.6423, grad_norm: 4.3740 2020-07-26 09:33:58,788 - mmaction - INFO - Epoch [43][3040/3757] lr: 2.000e-03, eta: 1 day, 16:09:40, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.3771 2020-07-26 09:34:12,345 - mmaction - INFO - Epoch [43][3060/3757] lr: 2.000e-03, eta: 1 day, 16:09:27, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5671, loss: 1.5671, grad_norm: 4.3072 2020-07-26 09:34:26,355 - mmaction - INFO - Epoch [43][3080/3757] lr: 2.000e-03, eta: 1 day, 16:09:14, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8070, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.3071 2020-07-26 09:34:40,395 - mmaction - INFO - Epoch [43][3100/3757] lr: 2.000e-03, eta: 1 day, 16:09:01, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8305, loss_cls: 1.5663, loss: 1.5663, grad_norm: 4.1930 2020-07-26 09:34:53,393 - mmaction - INFO - Epoch [43][3120/3757] lr: 2.000e-03, eta: 1 day, 16:08:47, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6303, loss: 1.6303, grad_norm: 4.3920 2020-07-26 09:35:06,857 - mmaction - INFO - Epoch [43][3140/3757] lr: 2.000e-03, eta: 1 day, 16:08:34, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5450, loss: 1.5450, grad_norm: 4.3695 2020-07-26 09:35:20,401 - mmaction - INFO - Epoch [43][3160/3757] lr: 2.000e-03, eta: 1 day, 16:08:20, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5929, loss: 1.5929, grad_norm: 4.3787 2020-07-26 09:35:33,592 - mmaction - INFO - Epoch [43][3180/3757] lr: 2.000e-03, eta: 1 day, 16:08:07, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6353, loss: 1.6353, grad_norm: 4.3363 2020-07-26 09:35:47,506 - mmaction - INFO - Epoch [43][3200/3757] lr: 2.000e-03, eta: 1 day, 16:07:54, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5664, loss: 1.5664, grad_norm: 4.2470 2020-07-26 09:36:00,866 - mmaction - INFO - Epoch [43][3220/3757] lr: 2.000e-03, eta: 1 day, 16:07:40, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.2711 2020-07-26 09:36:14,810 - mmaction - INFO - Epoch [43][3240/3757] lr: 2.000e-03, eta: 1 day, 16:07:27, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.4697 2020-07-26 09:36:28,302 - mmaction - INFO - Epoch [43][3260/3757] lr: 2.000e-03, eta: 1 day, 16:07:14, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.6106, loss: 1.6106, grad_norm: 4.3691 2020-07-26 09:36:41,932 - mmaction - INFO - Epoch [43][3280/3757] lr: 2.000e-03, eta: 1 day, 16:07:01, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6067, loss: 1.6067, grad_norm: 4.3767 2020-07-26 09:36:56,383 - mmaction - INFO - Epoch [43][3300/3757] lr: 2.000e-03, eta: 1 day, 16:06:49, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.3306 2020-07-26 09:37:10,066 - mmaction - INFO - Epoch [43][3320/3757] lr: 2.000e-03, eta: 1 day, 16:06:35, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5497, loss: 1.5497, grad_norm: 4.2658 2020-07-26 09:37:24,590 - mmaction - INFO - Epoch [43][3340/3757] lr: 2.000e-03, eta: 1 day, 16:06:23, time: 0.728, data_time: 0.008, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.5533 2020-07-26 09:37:38,164 - mmaction - INFO - Epoch [43][3360/3757] lr: 2.000e-03, eta: 1 day, 16:06:10, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7697, loss: 1.7697, grad_norm: 4.4788 2020-07-26 09:37:53,167 - mmaction - INFO - Epoch [43][3380/3757] lr: 2.000e-03, eta: 1 day, 16:05:59, time: 0.755, data_time: 0.008, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8305, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.4187 2020-07-26 09:38:05,924 - mmaction - INFO - Epoch [43][3400/3757] lr: 2.000e-03, eta: 1 day, 16:05:44, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.4139 2020-07-26 09:38:20,031 - mmaction - INFO - Epoch [43][3420/3757] lr: 2.000e-03, eta: 1 day, 16:05:32, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6419, loss: 1.6419, grad_norm: 4.2857 2020-07-26 09:38:33,976 - mmaction - INFO - Epoch [43][3440/3757] lr: 2.000e-03, eta: 1 day, 16:05:19, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5790, loss: 1.5790, grad_norm: 4.4295 2020-07-26 09:38:48,386 - mmaction - INFO - Epoch [43][3460/3757] lr: 2.000e-03, eta: 1 day, 16:05:07, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8141, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.3592 2020-07-26 09:39:02,587 - mmaction - INFO - Epoch [43][3480/3757] lr: 2.000e-03, eta: 1 day, 16:04:54, time: 0.708, data_time: 0.009, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.3168 2020-07-26 09:39:15,880 - mmaction - INFO - Epoch [43][3500/3757] lr: 2.000e-03, eta: 1 day, 16:04:40, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.6668, loss: 1.6668, grad_norm: 4.4454 2020-07-26 09:39:29,165 - mmaction - INFO - Epoch [43][3520/3757] lr: 2.000e-03, eta: 1 day, 16:04:27, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.3870 2020-07-26 09:39:43,035 - mmaction - INFO - Epoch [43][3540/3757] lr: 2.000e-03, eta: 1 day, 16:04:14, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8422, loss_cls: 1.5753, loss: 1.5753, grad_norm: 4.3621 2020-07-26 09:39:57,195 - mmaction - INFO - Epoch [43][3560/3757] lr: 2.000e-03, eta: 1 day, 16:04:01, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6021, loss: 1.6021, grad_norm: 4.2202 2020-07-26 09:40:10,266 - mmaction - INFO - Epoch [43][3580/3757] lr: 2.000e-03, eta: 1 day, 16:03:47, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.2347 2020-07-26 09:40:25,092 - mmaction - INFO - Epoch [43][3600/3757] lr: 2.000e-03, eta: 1 day, 16:03:36, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.6132, loss: 1.6132, grad_norm: 4.2426 2020-07-26 09:40:38,454 - mmaction - INFO - Epoch [43][3620/3757] lr: 2.000e-03, eta: 1 day, 16:03:22, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8133, loss_cls: 1.6360, loss: 1.6360, grad_norm: 4.2411 2020-07-26 09:40:51,661 - mmaction - INFO - Epoch [43][3640/3757] lr: 2.000e-03, eta: 1 day, 16:03:08, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.1208 2020-07-26 09:41:04,994 - mmaction - INFO - Epoch [43][3660/3757] lr: 2.000e-03, eta: 1 day, 16:02:55, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.6401, loss: 1.6401, grad_norm: 4.4514 2020-07-26 09:41:18,969 - mmaction - INFO - Epoch [43][3680/3757] lr: 2.000e-03, eta: 1 day, 16:02:42, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6406, loss: 1.6406, grad_norm: 4.5044 2020-07-26 09:41:32,918 - mmaction - INFO - Epoch [43][3700/3757] lr: 2.000e-03, eta: 1 day, 16:02:29, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.7000, loss: 1.7000, grad_norm: 4.4302 2020-07-26 09:41:46,259 - mmaction - INFO - Epoch [43][3720/3757] lr: 2.000e-03, eta: 1 day, 16:02:15, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.4056 2020-07-26 09:42:00,461 - mmaction - INFO - Epoch [43][3740/3757] lr: 2.000e-03, eta: 1 day, 16:02:03, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.4588 2020-07-26 09:42:12,499 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-07-26 09:42:38,472 - mmaction - INFO - Epoch [44][20/3757] lr: 2.000e-03, eta: 1 day, 16:01:38, time: 1.222, data_time: 0.572, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8398, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.2249 2020-07-26 09:42:51,353 - mmaction - INFO - Epoch [44][40/3757] lr: 2.000e-03, eta: 1 day, 16:01:23, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.4473 2020-07-26 09:43:04,580 - mmaction - INFO - Epoch [44][60/3757] lr: 2.000e-03, eta: 1 day, 16:01:10, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.5550, loss: 1.5550, grad_norm: 4.2985 2020-07-26 09:43:17,637 - mmaction - INFO - Epoch [44][80/3757] lr: 2.000e-03, eta: 1 day, 16:00:56, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.2176 2020-07-26 09:43:31,099 - mmaction - INFO - Epoch [44][100/3757] lr: 2.000e-03, eta: 1 day, 16:00:42, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.5043, loss: 1.5043, grad_norm: 4.0907 2020-07-26 09:43:44,815 - mmaction - INFO - Epoch [44][120/3757] lr: 2.000e-03, eta: 1 day, 16:00:29, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8305, loss_cls: 1.6048, loss: 1.6048, grad_norm: 4.3412 2020-07-26 09:43:59,490 - mmaction - INFO - Epoch [44][140/3757] lr: 2.000e-03, eta: 1 day, 16:00:17, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8211, loss_cls: 1.5831, loss: 1.5831, grad_norm: 4.2684 2020-07-26 09:44:13,270 - mmaction - INFO - Epoch [44][160/3757] lr: 2.000e-03, eta: 1 day, 16:00:04, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.4058 2020-07-26 09:44:26,804 - mmaction - INFO - Epoch [44][180/3757] lr: 2.000e-03, eta: 1 day, 15:59:51, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.3517 2020-07-26 09:44:40,438 - mmaction - INFO - Epoch [44][200/3757] lr: 2.000e-03, eta: 1 day, 15:59:37, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.4672 2020-07-26 09:44:54,626 - mmaction - INFO - Epoch [44][220/3757] lr: 2.000e-03, eta: 1 day, 15:59:25, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8258, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.4913 2020-07-26 09:45:08,073 - mmaction - INFO - Epoch [44][240/3757] lr: 2.000e-03, eta: 1 day, 15:59:11, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6242, loss: 1.6242, grad_norm: 4.2856 2020-07-26 09:45:21,486 - mmaction - INFO - Epoch [44][260/3757] lr: 2.000e-03, eta: 1 day, 15:58:58, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8258, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.5077 2020-07-26 09:45:35,014 - mmaction - INFO - Epoch [44][280/3757] lr: 2.000e-03, eta: 1 day, 15:58:45, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6181, loss: 1.6181, grad_norm: 4.2934 2020-07-26 09:45:48,768 - mmaction - INFO - Epoch [44][300/3757] lr: 2.000e-03, eta: 1 day, 15:58:32, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5602, loss: 1.5602, grad_norm: 4.1283 2020-07-26 09:46:01,904 - mmaction - INFO - Epoch [44][320/3757] lr: 2.000e-03, eta: 1 day, 15:58:18, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5352, loss: 1.5352, grad_norm: 4.2503 2020-07-26 09:46:15,668 - mmaction - INFO - Epoch [44][340/3757] lr: 2.000e-03, eta: 1 day, 15:58:05, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.4040 2020-07-26 09:46:28,845 - mmaction - INFO - Epoch [44][360/3757] lr: 2.000e-03, eta: 1 day, 15:57:51, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6488, loss: 1.6488, grad_norm: 4.4121 2020-07-26 09:46:42,296 - mmaction - INFO - Epoch [44][380/3757] lr: 2.000e-03, eta: 1 day, 15:57:37, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.5918, loss: 1.5918, grad_norm: 4.3147 2020-07-26 09:46:55,599 - mmaction - INFO - Epoch [44][400/3757] lr: 2.000e-03, eta: 1 day, 15:57:24, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.6562, loss: 1.6562, grad_norm: 4.3471 2020-07-26 09:47:09,860 - mmaction - INFO - Epoch [44][420/3757] lr: 2.000e-03, eta: 1 day, 15:57:11, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.3258 2020-07-26 09:47:23,380 - mmaction - INFO - Epoch [44][440/3757] lr: 2.000e-03, eta: 1 day, 15:56:58, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8164, loss_cls: 1.5959, loss: 1.5959, grad_norm: 4.2798 2020-07-26 09:47:37,585 - mmaction - INFO - Epoch [44][460/3757] lr: 2.000e-03, eta: 1 day, 15:56:45, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5865, loss: 1.5865, grad_norm: 4.4684 2020-07-26 09:47:50,946 - mmaction - INFO - Epoch [44][480/3757] lr: 2.000e-03, eta: 1 day, 15:56:32, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.5226 2020-07-26 09:48:05,166 - mmaction - INFO - Epoch [44][500/3757] lr: 2.000e-03, eta: 1 day, 15:56:19, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.5823, loss: 1.5823, grad_norm: 4.3304 2020-07-26 09:48:19,072 - mmaction - INFO - Epoch [44][520/3757] lr: 2.000e-03, eta: 1 day, 15:56:06, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4867, loss: 1.4867, grad_norm: 4.2221 2020-07-26 09:48:33,319 - mmaction - INFO - Epoch [44][540/3757] lr: 2.000e-03, eta: 1 day, 15:55:54, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.5805, loss: 1.5805, grad_norm: 4.2984 2020-07-26 09:48:46,351 - mmaction - INFO - Epoch [44][560/3757] lr: 2.000e-03, eta: 1 day, 15:55:40, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5297, loss: 1.5297, grad_norm: 4.4068 2020-07-26 09:49:00,315 - mmaction - INFO - Epoch [44][580/3757] lr: 2.000e-03, eta: 1 day, 15:55:27, time: 0.698, data_time: 0.002, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5556, loss: 1.5556, grad_norm: 4.2675 2020-07-26 09:49:14,002 - mmaction - INFO - Epoch [44][600/3757] lr: 2.000e-03, eta: 1 day, 15:55:14, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.4990, loss: 1.4990, grad_norm: 4.3933 2020-07-26 09:49:27,023 - mmaction - INFO - Epoch [44][620/3757] lr: 2.000e-03, eta: 1 day, 15:55:00, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5584, loss: 1.5584, grad_norm: 4.4063 2020-07-26 09:49:41,330 - mmaction - INFO - Epoch [44][640/3757] lr: 2.000e-03, eta: 1 day, 15:54:48, time: 0.714, data_time: 0.002, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.5357 2020-07-26 09:49:54,562 - mmaction - INFO - Epoch [44][660/3757] lr: 2.000e-03, eta: 1 day, 15:54:34, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.5914, top5_acc: 0.8219, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.5485 2020-07-26 09:50:08,369 - mmaction - INFO - Epoch [44][680/3757] lr: 2.000e-03, eta: 1 day, 15:54:21, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6094, top5_acc: 0.7977, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.4400 2020-07-26 09:50:21,807 - mmaction - INFO - Epoch [44][700/3757] lr: 2.000e-03, eta: 1 day, 15:54:07, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.3073 2020-07-26 09:50:37,041 - mmaction - INFO - Epoch [44][720/3757] lr: 2.000e-03, eta: 1 day, 15:53:56, time: 0.764, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.5838, loss: 1.5838, grad_norm: 4.3250 2020-07-26 09:50:50,635 - mmaction - INFO - Epoch [44][740/3757] lr: 2.000e-03, eta: 1 day, 15:53:43, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.6059, loss: 1.6059, grad_norm: 4.3322 2020-07-26 09:51:05,008 - mmaction - INFO - Epoch [44][760/3757] lr: 2.000e-03, eta: 1 day, 15:53:31, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5123, loss: 1.5123, grad_norm: 4.3118 2020-07-26 09:51:18,804 - mmaction - INFO - Epoch [44][780/3757] lr: 2.000e-03, eta: 1 day, 15:53:18, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5613, loss: 1.5613, grad_norm: 4.3334 2020-07-26 09:51:32,456 - mmaction - INFO - Epoch [44][800/3757] lr: 2.000e-03, eta: 1 day, 15:53:05, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6205, loss: 1.6205, grad_norm: 4.4433 2020-07-26 09:51:47,020 - mmaction - INFO - Epoch [44][820/3757] lr: 2.000e-03, eta: 1 day, 15:52:52, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5908, loss: 1.5908, grad_norm: 4.2866 2020-07-26 09:52:00,881 - mmaction - INFO - Epoch [44][840/3757] lr: 2.000e-03, eta: 1 day, 15:52:40, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6335, loss: 1.6335, grad_norm: 4.5361 2020-07-26 09:52:14,443 - mmaction - INFO - Epoch [44][860/3757] lr: 2.000e-03, eta: 1 day, 15:52:26, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5459, loss: 1.5459, grad_norm: 4.3784 2020-07-26 09:52:28,208 - mmaction - INFO - Epoch [44][880/3757] lr: 2.000e-03, eta: 1 day, 15:52:13, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5452, loss: 1.5452, grad_norm: 4.3547 2020-07-26 09:52:43,106 - mmaction - INFO - Epoch [44][900/3757] lr: 2.000e-03, eta: 1 day, 15:52:02, time: 0.745, data_time: 0.002, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5515, loss: 1.5515, grad_norm: 4.2645 2020-07-26 09:52:56,707 - mmaction - INFO - Epoch [44][920/3757] lr: 2.000e-03, eta: 1 day, 15:51:48, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6263, loss: 1.6263, grad_norm: 4.5033 2020-07-26 09:53:10,723 - mmaction - INFO - Epoch [44][940/3757] lr: 2.000e-03, eta: 1 day, 15:51:36, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.5620, loss: 1.5620, grad_norm: 4.2524 2020-07-26 09:53:23,963 - mmaction - INFO - Epoch [44][960/3757] lr: 2.000e-03, eta: 1 day, 15:51:22, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.4340 2020-07-26 09:53:38,224 - mmaction - INFO - Epoch [44][980/3757] lr: 2.000e-03, eta: 1 day, 15:51:09, time: 0.712, data_time: 0.002, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.5905, loss: 1.5905, grad_norm: 4.3253 2020-07-26 09:53:51,254 - mmaction - INFO - Epoch [44][1000/3757] lr: 2.000e-03, eta: 1 day, 15:50:55, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6419, loss: 1.6419, grad_norm: 4.3481 2020-07-26 09:54:04,449 - mmaction - INFO - Epoch [44][1020/3757] lr: 2.000e-03, eta: 1 day, 15:50:42, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5598, loss: 1.5598, grad_norm: 4.3081 2020-07-26 09:54:18,128 - mmaction - INFO - Epoch [44][1040/3757] lr: 2.000e-03, eta: 1 day, 15:50:28, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6545, loss: 1.6545, grad_norm: 4.3821 2020-07-26 09:54:31,609 - mmaction - INFO - Epoch [44][1060/3757] lr: 2.000e-03, eta: 1 day, 15:50:15, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.5277 2020-07-26 09:54:45,263 - mmaction - INFO - Epoch [44][1080/3757] lr: 2.000e-03, eta: 1 day, 15:50:02, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.2993 2020-07-26 09:54:58,875 - mmaction - INFO - Epoch [44][1100/3757] lr: 2.000e-03, eta: 1 day, 15:49:49, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.2680 2020-07-26 09:55:12,978 - mmaction - INFO - Epoch [44][1120/3757] lr: 2.000e-03, eta: 1 day, 15:49:36, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5070, loss: 1.5070, grad_norm: 4.4017 2020-07-26 09:55:26,282 - mmaction - INFO - Epoch [44][1140/3757] lr: 2.000e-03, eta: 1 day, 15:49:22, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.5053 2020-07-26 09:55:40,969 - mmaction - INFO - Epoch [44][1160/3757] lr: 2.000e-03, eta: 1 day, 15:49:10, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.5914, loss: 1.5914, grad_norm: 4.3543 2020-07-26 09:55:54,545 - mmaction - INFO - Epoch [44][1180/3757] lr: 2.000e-03, eta: 1 day, 15:48:57, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.6009, loss: 1.6009, grad_norm: 4.3003 2020-07-26 09:56:08,502 - mmaction - INFO - Epoch [44][1200/3757] lr: 2.000e-03, eta: 1 day, 15:48:44, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5528, loss: 1.5528, grad_norm: 4.1118 2020-07-26 09:56:21,921 - mmaction - INFO - Epoch [44][1220/3757] lr: 2.000e-03, eta: 1 day, 15:48:31, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.3219 2020-07-26 09:56:35,691 - mmaction - INFO - Epoch [44][1240/3757] lr: 2.000e-03, eta: 1 day, 15:48:18, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5508, loss: 1.5508, grad_norm: 4.3057 2020-07-26 09:56:48,827 - mmaction - INFO - Epoch [44][1260/3757] lr: 2.000e-03, eta: 1 day, 15:48:04, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.4371 2020-07-26 09:57:02,241 - mmaction - INFO - Epoch [44][1280/3757] lr: 2.000e-03, eta: 1 day, 15:47:50, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6313, loss: 1.6313, grad_norm: 4.4263 2020-07-26 09:57:16,454 - mmaction - INFO - Epoch [44][1300/3757] lr: 2.000e-03, eta: 1 day, 15:47:38, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5457, loss: 1.5457, grad_norm: 4.3249 2020-07-26 09:57:29,827 - mmaction - INFO - Epoch [44][1320/3757] lr: 2.000e-03, eta: 1 day, 15:47:24, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.6169, loss: 1.6169, grad_norm: 4.4219 2020-07-26 09:57:43,740 - mmaction - INFO - Epoch [44][1340/3757] lr: 2.000e-03, eta: 1 day, 15:47:11, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.5514 2020-07-26 09:57:58,862 - mmaction - INFO - Epoch [44][1360/3757] lr: 2.000e-03, eta: 1 day, 15:47:00, time: 0.758, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6150, loss: 1.6150, grad_norm: 4.4478 2020-07-26 09:58:12,361 - mmaction - INFO - Epoch [44][1380/3757] lr: 2.000e-03, eta: 1 day, 15:46:47, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6541, loss: 1.6541, grad_norm: 4.4052 2020-07-26 09:58:26,374 - mmaction - INFO - Epoch [44][1400/3757] lr: 2.000e-03, eta: 1 day, 15:46:34, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.3690 2020-07-26 09:58:39,856 - mmaction - INFO - Epoch [44][1420/3757] lr: 2.000e-03, eta: 1 day, 15:46:20, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.4413 2020-07-26 09:58:53,336 - mmaction - INFO - Epoch [44][1440/3757] lr: 2.000e-03, eta: 1 day, 15:46:07, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5746, loss: 1.5746, grad_norm: 4.4171 2020-07-26 09:59:06,778 - mmaction - INFO - Epoch [44][1460/3757] lr: 2.000e-03, eta: 1 day, 15:45:54, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.3975 2020-07-26 09:59:20,089 - mmaction - INFO - Epoch [44][1480/3757] lr: 2.000e-03, eta: 1 day, 15:45:40, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6087, loss: 1.6087, grad_norm: 4.3471 2020-07-26 09:59:33,875 - mmaction - INFO - Epoch [44][1500/3757] lr: 2.000e-03, eta: 1 day, 15:45:27, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6326, loss: 1.6326, grad_norm: 4.3631 2020-07-26 09:59:48,548 - mmaction - INFO - Epoch [44][1520/3757] lr: 2.000e-03, eta: 1 day, 15:45:15, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4867, loss: 1.4867, grad_norm: 4.1758 2020-07-26 10:00:01,611 - mmaction - INFO - Epoch [44][1540/3757] lr: 2.000e-03, eta: 1 day, 15:45:01, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.4429 2020-07-26 10:00:19,669 - mmaction - INFO - Epoch [44][1560/3757] lr: 2.000e-03, eta: 1 day, 15:44:53, time: 0.899, data_time: 0.011, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5621, loss: 1.5621, grad_norm: 4.3757 2020-07-26 10:00:32,666 - mmaction - INFO - Epoch [44][1580/3757] lr: 2.000e-03, eta: 1 day, 15:44:40, time: 0.658, data_time: 0.029, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4639, loss: 1.4639, grad_norm: 4.2487 2020-07-26 10:00:46,369 - mmaction - INFO - Epoch [44][1600/3757] lr: 2.000e-03, eta: 1 day, 15:44:26, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7258, loss: 1.7258, grad_norm: 4.5276 2020-07-26 10:00:59,718 - mmaction - INFO - Epoch [44][1620/3757] lr: 2.000e-03, eta: 1 day, 15:44:13, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.3572 2020-07-26 10:01:13,663 - mmaction - INFO - Epoch [44][1640/3757] lr: 2.000e-03, eta: 1 day, 15:44:00, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.2662 2020-07-26 10:01:27,227 - mmaction - INFO - Epoch [44][1660/3757] lr: 2.000e-03, eta: 1 day, 15:43:47, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8125, loss_cls: 1.6330, loss: 1.6330, grad_norm: 4.4120 2020-07-26 10:01:40,749 - mmaction - INFO - Epoch [44][1680/3757] lr: 2.000e-03, eta: 1 day, 15:43:33, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.4211 2020-07-26 10:01:54,045 - mmaction - INFO - Epoch [44][1700/3757] lr: 2.000e-03, eta: 1 day, 15:43:20, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.3485 2020-07-26 10:02:07,626 - mmaction - INFO - Epoch [44][1720/3757] lr: 2.000e-03, eta: 1 day, 15:43:06, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6309, loss: 1.6309, grad_norm: 4.4647 2020-07-26 10:02:22,009 - mmaction - INFO - Epoch [44][1740/3757] lr: 2.000e-03, eta: 1 day, 15:42:54, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.4646 2020-07-26 10:02:36,220 - mmaction - INFO - Epoch [44][1760/3757] lr: 2.000e-03, eta: 1 day, 15:42:41, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.4525 2020-07-26 10:02:50,397 - mmaction - INFO - Epoch [44][1780/3757] lr: 2.000e-03, eta: 1 day, 15:42:29, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8258, loss_cls: 1.5470, loss: 1.5470, grad_norm: 4.3012 2020-07-26 10:03:04,118 - mmaction - INFO - Epoch [44][1800/3757] lr: 2.000e-03, eta: 1 day, 15:42:16, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.5477 2020-07-26 10:03:18,163 - mmaction - INFO - Epoch [44][1820/3757] lr: 2.000e-03, eta: 1 day, 15:42:03, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8117, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.5511 2020-07-26 10:03:31,710 - mmaction - INFO - Epoch [44][1840/3757] lr: 2.000e-03, eta: 1 day, 15:41:50, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.6031 2020-07-26 10:03:45,854 - mmaction - INFO - Epoch [44][1860/3757] lr: 2.000e-03, eta: 1 day, 15:41:37, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5911, loss: 1.5911, grad_norm: 4.3520 2020-07-26 10:03:59,683 - mmaction - INFO - Epoch [44][1880/3757] lr: 2.000e-03, eta: 1 day, 15:41:24, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.4483 2020-07-26 10:04:13,230 - mmaction - INFO - Epoch [44][1900/3757] lr: 2.000e-03, eta: 1 day, 15:41:11, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.4257 2020-07-26 10:04:27,274 - mmaction - INFO - Epoch [44][1920/3757] lr: 2.000e-03, eta: 1 day, 15:40:58, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.4376 2020-07-26 10:04:40,645 - mmaction - INFO - Epoch [44][1940/3757] lr: 2.000e-03, eta: 1 day, 15:40:45, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.2517 2020-07-26 10:04:55,852 - mmaction - INFO - Epoch [44][1960/3757] lr: 2.000e-03, eta: 1 day, 15:40:33, time: 0.760, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.4230 2020-07-26 10:05:09,116 - mmaction - INFO - Epoch [44][1980/3757] lr: 2.000e-03, eta: 1 day, 15:40:20, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8008, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.3507 2020-07-26 10:05:22,639 - mmaction - INFO - Epoch [44][2000/3757] lr: 2.000e-03, eta: 1 day, 15:40:06, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.4391 2020-07-26 10:05:36,008 - mmaction - INFO - Epoch [44][2020/3757] lr: 2.000e-03, eta: 1 day, 15:39:53, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.3974 2020-07-26 10:05:49,614 - mmaction - INFO - Epoch [44][2040/3757] lr: 2.000e-03, eta: 1 day, 15:39:39, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.4204 2020-07-26 10:06:02,860 - mmaction - INFO - Epoch [44][2060/3757] lr: 2.000e-03, eta: 1 day, 15:39:26, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.5981, loss: 1.5981, grad_norm: 4.3765 2020-07-26 10:06:17,024 - mmaction - INFO - Epoch [44][2080/3757] lr: 2.000e-03, eta: 1 day, 15:39:13, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.6128, loss: 1.6128, grad_norm: 4.4489 2020-07-26 10:06:31,656 - mmaction - INFO - Epoch [44][2100/3757] lr: 2.000e-03, eta: 1 day, 15:39:01, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5816, loss: 1.5816, grad_norm: 4.3872 2020-07-26 10:06:44,600 - mmaction - INFO - Epoch [44][2120/3757] lr: 2.000e-03, eta: 1 day, 15:38:47, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.3969 2020-07-26 10:06:57,998 - mmaction - INFO - Epoch [44][2140/3757] lr: 2.000e-03, eta: 1 day, 15:38:33, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.4489 2020-07-26 10:07:11,664 - mmaction - INFO - Epoch [44][2160/3757] lr: 2.000e-03, eta: 1 day, 15:38:20, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5385, loss: 1.5385, grad_norm: 4.4079 2020-07-26 10:07:25,196 - mmaction - INFO - Epoch [44][2180/3757] lr: 2.000e-03, eta: 1 day, 15:38:07, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6605, loss: 1.6605, grad_norm: 4.5624 2020-07-26 10:07:40,648 - mmaction - INFO - Epoch [44][2200/3757] lr: 2.000e-03, eta: 1 day, 15:37:56, time: 0.775, data_time: 0.007, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6645, loss: 1.6645, grad_norm: 4.4657 2020-07-26 10:07:54,598 - mmaction - INFO - Epoch [44][2220/3757] lr: 2.000e-03, eta: 1 day, 15:37:43, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.4232 2020-07-26 10:08:08,272 - mmaction - INFO - Epoch [44][2240/3757] lr: 2.000e-03, eta: 1 day, 15:37:30, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5908, loss: 1.5908, grad_norm: 4.4549 2020-07-26 10:08:21,507 - mmaction - INFO - Epoch [44][2260/3757] lr: 2.000e-03, eta: 1 day, 15:37:16, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.3579 2020-07-26 10:08:35,234 - mmaction - INFO - Epoch [44][2280/3757] lr: 2.000e-03, eta: 1 day, 15:37:03, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8313, loss_cls: 1.6195, loss: 1.6195, grad_norm: 4.2632 2020-07-26 10:08:48,841 - mmaction - INFO - Epoch [44][2300/3757] lr: 2.000e-03, eta: 1 day, 15:36:50, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.6135, loss: 1.6135, grad_norm: 4.4599 2020-07-26 10:09:03,031 - mmaction - INFO - Epoch [44][2320/3757] lr: 2.000e-03, eta: 1 day, 15:36:37, time: 0.710, data_time: 0.002, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5927, loss: 1.5927, grad_norm: 4.4229 2020-07-26 10:09:16,829 - mmaction - INFO - Epoch [44][2340/3757] lr: 2.000e-03, eta: 1 day, 15:36:24, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.4748 2020-07-26 10:09:29,890 - mmaction - INFO - Epoch [44][2360/3757] lr: 2.000e-03, eta: 1 day, 15:36:10, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.4247 2020-07-26 10:09:43,746 - mmaction - INFO - Epoch [44][2380/3757] lr: 2.000e-03, eta: 1 day, 15:35:57, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.2941 2020-07-26 10:09:56,819 - mmaction - INFO - Epoch [44][2400/3757] lr: 2.000e-03, eta: 1 day, 15:35:43, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.7264, loss: 1.7264, grad_norm: 4.3933 2020-07-26 10:10:10,725 - mmaction - INFO - Epoch [44][2420/3757] lr: 2.000e-03, eta: 1 day, 15:35:30, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.5106 2020-07-26 10:10:24,320 - mmaction - INFO - Epoch [44][2440/3757] lr: 2.000e-03, eta: 1 day, 15:35:17, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5677, loss: 1.5677, grad_norm: 4.3891 2020-07-26 10:10:37,861 - mmaction - INFO - Epoch [44][2460/3757] lr: 2.000e-03, eta: 1 day, 15:35:04, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.5267 2020-07-26 10:10:50,901 - mmaction - INFO - Epoch [44][2480/3757] lr: 2.000e-03, eta: 1 day, 15:34:50, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.5968 2020-07-26 10:11:04,301 - mmaction - INFO - Epoch [44][2500/3757] lr: 2.000e-03, eta: 1 day, 15:34:36, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5597, loss: 1.5597, grad_norm: 4.2269 2020-07-26 10:11:18,536 - mmaction - INFO - Epoch [44][2520/3757] lr: 2.000e-03, eta: 1 day, 15:34:24, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8273, loss_cls: 1.5860, loss: 1.5860, grad_norm: 4.4837 2020-07-26 10:11:32,797 - mmaction - INFO - Epoch [44][2540/3757] lr: 2.000e-03, eta: 1 day, 15:34:11, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.4149 2020-07-26 10:11:46,162 - mmaction - INFO - Epoch [44][2560/3757] lr: 2.000e-03, eta: 1 day, 15:33:58, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5863, loss: 1.5863, grad_norm: 4.4898 2020-07-26 10:12:00,701 - mmaction - INFO - Epoch [44][2580/3757] lr: 2.000e-03, eta: 1 day, 15:33:46, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.5269 2020-07-26 10:12:14,547 - mmaction - INFO - Epoch [44][2600/3757] lr: 2.000e-03, eta: 1 day, 15:33:33, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.4755 2020-07-26 10:12:28,083 - mmaction - INFO - Epoch [44][2620/3757] lr: 2.000e-03, eta: 1 day, 15:33:19, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.5615, loss: 1.5615, grad_norm: 4.3009 2020-07-26 10:12:41,987 - mmaction - INFO - Epoch [44][2640/3757] lr: 2.000e-03, eta: 1 day, 15:33:06, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5442, loss: 1.5442, grad_norm: 4.2216 2020-07-26 10:12:56,047 - mmaction - INFO - Epoch [44][2660/3757] lr: 2.000e-03, eta: 1 day, 15:32:54, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6193, loss: 1.6193, grad_norm: 4.5162 2020-07-26 10:13:09,654 - mmaction - INFO - Epoch [44][2680/3757] lr: 2.000e-03, eta: 1 day, 15:32:40, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.5554 2020-07-26 10:13:23,854 - mmaction - INFO - Epoch [44][2700/3757] lr: 2.000e-03, eta: 1 day, 15:32:28, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5521, loss: 1.5521, grad_norm: 4.3507 2020-07-26 10:13:37,376 - mmaction - INFO - Epoch [44][2720/3757] lr: 2.000e-03, eta: 1 day, 15:32:15, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.5696, loss: 1.5696, grad_norm: 4.5258 2020-07-26 10:13:51,671 - mmaction - INFO - Epoch [44][2740/3757] lr: 2.000e-03, eta: 1 day, 15:32:02, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.5722 2020-07-26 10:14:05,150 - mmaction - INFO - Epoch [44][2760/3757] lr: 2.000e-03, eta: 1 day, 15:31:49, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5438, loss: 1.5438, grad_norm: 4.3330 2020-07-26 10:14:18,711 - mmaction - INFO - Epoch [44][2780/3757] lr: 2.000e-03, eta: 1 day, 15:31:35, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.5937, loss: 1.5937, grad_norm: 4.5924 2020-07-26 10:14:31,952 - mmaction - INFO - Epoch [44][2800/3757] lr: 2.000e-03, eta: 1 day, 15:31:22, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.5686, loss: 1.5686, grad_norm: 4.3834 2020-07-26 10:14:45,623 - mmaction - INFO - Epoch [44][2820/3757] lr: 2.000e-03, eta: 1 day, 15:31:08, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6215, loss: 1.6215, grad_norm: 4.5225 2020-07-26 10:14:59,544 - mmaction - INFO - Epoch [44][2840/3757] lr: 2.000e-03, eta: 1 day, 15:30:55, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5682, loss: 1.5682, grad_norm: 4.3962 2020-07-26 10:15:13,412 - mmaction - INFO - Epoch [44][2860/3757] lr: 2.000e-03, eta: 1 day, 15:30:43, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.5027 2020-07-26 10:15:27,729 - mmaction - INFO - Epoch [44][2880/3757] lr: 2.000e-03, eta: 1 day, 15:30:30, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.4865 2020-07-26 10:15:41,645 - mmaction - INFO - Epoch [44][2900/3757] lr: 2.000e-03, eta: 1 day, 15:30:17, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8398, loss_cls: 1.5412, loss: 1.5412, grad_norm: 4.4124 2020-07-26 10:15:55,739 - mmaction - INFO - Epoch [44][2920/3757] lr: 2.000e-03, eta: 1 day, 15:30:05, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8063, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.5788 2020-07-26 10:16:09,358 - mmaction - INFO - Epoch [44][2940/3757] lr: 2.000e-03, eta: 1 day, 15:29:51, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.4490 2020-07-26 10:16:23,717 - mmaction - INFO - Epoch [44][2960/3757] lr: 2.000e-03, eta: 1 day, 15:29:39, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8375, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.4196 2020-07-26 10:16:37,133 - mmaction - INFO - Epoch [44][2980/3757] lr: 2.000e-03, eta: 1 day, 15:29:26, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5594, loss: 1.5594, grad_norm: 4.5170 2020-07-26 10:16:50,365 - mmaction - INFO - Epoch [44][3000/3757] lr: 2.000e-03, eta: 1 day, 15:29:12, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6429, loss: 1.6429, grad_norm: 4.4321 2020-07-26 10:17:04,742 - mmaction - INFO - Epoch [44][3020/3757] lr: 2.000e-03, eta: 1 day, 15:29:00, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.6318, loss: 1.6318, grad_norm: 4.4693 2020-07-26 10:17:18,356 - mmaction - INFO - Epoch [44][3040/3757] lr: 2.000e-03, eta: 1 day, 15:28:46, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5581, loss: 1.5581, grad_norm: 4.3788 2020-07-26 10:17:31,806 - mmaction - INFO - Epoch [44][3060/3757] lr: 2.000e-03, eta: 1 day, 15:28:33, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6335, loss: 1.6335, grad_norm: 4.5091 2020-07-26 10:17:45,821 - mmaction - INFO - Epoch [44][3080/3757] lr: 2.000e-03, eta: 1 day, 15:28:20, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.6464, loss: 1.6464, grad_norm: 4.4469 2020-07-26 10:17:59,282 - mmaction - INFO - Epoch [44][3100/3757] lr: 2.000e-03, eta: 1 day, 15:28:06, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5474, loss: 1.5474, grad_norm: 4.3084 2020-07-26 10:18:13,451 - mmaction - INFO - Epoch [44][3120/3757] lr: 2.000e-03, eta: 1 day, 15:27:54, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6383, loss: 1.6383, grad_norm: 4.4694 2020-07-26 10:18:27,245 - mmaction - INFO - Epoch [44][3140/3757] lr: 2.000e-03, eta: 1 day, 15:27:41, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6166, loss: 1.6166, grad_norm: 4.4248 2020-07-26 10:18:40,728 - mmaction - INFO - Epoch [44][3160/3757] lr: 2.000e-03, eta: 1 day, 15:27:27, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.4082 2020-07-26 10:18:55,818 - mmaction - INFO - Epoch [44][3180/3757] lr: 2.000e-03, eta: 1 day, 15:27:16, time: 0.754, data_time: 0.005, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6267, loss: 1.6267, grad_norm: 4.3922 2020-07-26 10:19:09,554 - mmaction - INFO - Epoch [44][3200/3757] lr: 2.000e-03, eta: 1 day, 15:27:03, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.6306, loss: 1.6306, grad_norm: 4.2972 2020-07-26 10:19:23,631 - mmaction - INFO - Epoch [44][3220/3757] lr: 2.000e-03, eta: 1 day, 15:26:50, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8102, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.3742 2020-07-26 10:19:37,331 - mmaction - INFO - Epoch [44][3240/3757] lr: 2.000e-03, eta: 1 day, 15:26:37, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.4577 2020-07-26 10:19:51,424 - mmaction - INFO - Epoch [44][3260/3757] lr: 2.000e-03, eta: 1 day, 15:26:24, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6192, loss: 1.6192, grad_norm: 4.4451 2020-07-26 10:20:04,928 - mmaction - INFO - Epoch [44][3280/3757] lr: 2.000e-03, eta: 1 day, 15:26:11, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8352, loss_cls: 1.5702, loss: 1.5702, grad_norm: 4.3410 2020-07-26 10:20:18,772 - mmaction - INFO - Epoch [44][3300/3757] lr: 2.000e-03, eta: 1 day, 15:25:58, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.5553 2020-07-26 10:20:32,715 - mmaction - INFO - Epoch [44][3320/3757] lr: 2.000e-03, eta: 1 day, 15:25:45, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.3842 2020-07-26 10:20:45,674 - mmaction - INFO - Epoch [44][3340/3757] lr: 2.000e-03, eta: 1 day, 15:25:31, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5130, loss: 1.5130, grad_norm: 4.2666 2020-07-26 10:20:59,195 - mmaction - INFO - Epoch [44][3360/3757] lr: 2.000e-03, eta: 1 day, 15:25:18, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4964, loss: 1.4964, grad_norm: 4.3867 2020-07-26 10:21:13,167 - mmaction - INFO - Epoch [44][3380/3757] lr: 2.000e-03, eta: 1 day, 15:25:05, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5727, loss: 1.5727, grad_norm: 4.3847 2020-07-26 10:21:26,899 - mmaction - INFO - Epoch [44][3400/3757] lr: 2.000e-03, eta: 1 day, 15:24:52, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8297, loss_cls: 1.5969, loss: 1.5969, grad_norm: 4.5672 2020-07-26 10:21:41,054 - mmaction - INFO - Epoch [44][3420/3757] lr: 2.000e-03, eta: 1 day, 15:24:39, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.7033 2020-07-26 10:21:54,511 - mmaction - INFO - Epoch [44][3440/3757] lr: 2.000e-03, eta: 1 day, 15:24:26, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8008, loss_cls: 1.6752, loss: 1.6752, grad_norm: 4.4326 2020-07-26 10:22:09,559 - mmaction - INFO - Epoch [44][3460/3757] lr: 2.000e-03, eta: 1 day, 15:24:14, time: 0.755, data_time: 0.006, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.4803 2020-07-26 10:22:22,409 - mmaction - INFO - Epoch [44][3480/3757] lr: 2.000e-03, eta: 1 day, 15:24:00, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6344, loss: 1.6344, grad_norm: 4.3286 2020-07-26 10:22:35,549 - mmaction - INFO - Epoch [44][3500/3757] lr: 2.000e-03, eta: 1 day, 15:23:46, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6381, loss: 1.6381, grad_norm: 4.4375 2020-07-26 10:22:49,826 - mmaction - INFO - Epoch [44][3520/3757] lr: 2.000e-03, eta: 1 day, 15:23:34, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.3573 2020-07-26 10:23:04,447 - mmaction - INFO - Epoch [44][3540/3757] lr: 2.000e-03, eta: 1 day, 15:23:22, time: 0.731, data_time: 0.003, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5838, loss: 1.5838, grad_norm: 4.3362 2020-07-26 10:23:17,708 - mmaction - INFO - Epoch [44][3560/3757] lr: 2.000e-03, eta: 1 day, 15:23:08, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.5062, loss: 1.5062, grad_norm: 4.3505 2020-07-26 10:23:30,697 - mmaction - INFO - Epoch [44][3580/3757] lr: 2.000e-03, eta: 1 day, 15:22:54, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.4225 2020-07-26 10:23:44,171 - mmaction - INFO - Epoch [44][3600/3757] lr: 2.000e-03, eta: 1 day, 15:22:40, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.4788, loss: 1.4788, grad_norm: 4.1666 2020-07-26 10:23:58,420 - mmaction - INFO - Epoch [44][3620/3757] lr: 2.000e-03, eta: 1 day, 15:22:28, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6090, loss: 1.6090, grad_norm: 4.4068 2020-07-26 10:24:11,682 - mmaction - INFO - Epoch [44][3640/3757] lr: 2.000e-03, eta: 1 day, 15:22:14, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.5419 2020-07-26 10:24:26,029 - mmaction - INFO - Epoch [44][3660/3757] lr: 2.000e-03, eta: 1 day, 15:22:02, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6241, loss: 1.6241, grad_norm: 4.4727 2020-07-26 10:24:39,444 - mmaction - INFO - Epoch [44][3680/3757] lr: 2.000e-03, eta: 1 day, 15:21:48, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.6859, loss: 1.6859, grad_norm: 4.4709 2020-07-26 10:24:52,882 - mmaction - INFO - Epoch [44][3700/3757] lr: 2.000e-03, eta: 1 day, 15:21:35, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.4473 2020-07-26 10:25:07,242 - mmaction - INFO - Epoch [44][3720/3757] lr: 2.000e-03, eta: 1 day, 15:21:23, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4988, loss: 1.4988, grad_norm: 4.2482 2020-07-26 10:25:21,130 - mmaction - INFO - Epoch [44][3740/3757] lr: 2.000e-03, eta: 1 day, 15:21:10, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.3887 2020-07-26 10:25:32,794 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-26 10:25:58,333 - mmaction - INFO - Epoch [45][20/3757] lr: 2.000e-03, eta: 1 day, 15:20:43, time: 1.195, data_time: 0.566, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.4353 2020-07-26 10:26:10,662 - mmaction - INFO - Epoch [45][40/3757] lr: 2.000e-03, eta: 1 day, 15:20:28, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5880, loss: 1.5880, grad_norm: 4.4302 2020-07-26 10:26:24,308 - mmaction - INFO - Epoch [45][60/3757] lr: 2.000e-03, eta: 1 day, 15:20:15, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5775, loss: 1.5775, grad_norm: 4.2061 2020-07-26 10:26:38,625 - mmaction - INFO - Epoch [45][80/3757] lr: 2.000e-03, eta: 1 day, 15:20:03, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5858, loss: 1.5858, grad_norm: 4.3546 2020-07-26 10:26:53,206 - mmaction - INFO - Epoch [45][100/3757] lr: 2.000e-03, eta: 1 day, 15:19:51, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8086, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.4340 2020-07-26 10:27:07,360 - mmaction - INFO - Epoch [45][120/3757] lr: 2.000e-03, eta: 1 day, 15:19:38, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.4925 2020-07-26 10:27:20,436 - mmaction - INFO - Epoch [45][140/3757] lr: 2.000e-03, eta: 1 day, 15:19:24, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.6073, loss: 1.6073, grad_norm: 4.4356 2020-07-26 10:27:33,929 - mmaction - INFO - Epoch [45][160/3757] lr: 2.000e-03, eta: 1 day, 15:19:11, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5587, loss: 1.5587, grad_norm: 4.3248 2020-07-26 10:27:48,370 - mmaction - INFO - Epoch [45][180/3757] lr: 2.000e-03, eta: 1 day, 15:18:59, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5111, loss: 1.5111, grad_norm: 4.2344 2020-07-26 10:28:02,089 - mmaction - INFO - Epoch [45][200/3757] lr: 2.000e-03, eta: 1 day, 15:18:45, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.5721 2020-07-26 10:28:16,909 - mmaction - INFO - Epoch [45][220/3757] lr: 2.000e-03, eta: 1 day, 15:18:34, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.4683 2020-07-26 10:28:30,053 - mmaction - INFO - Epoch [45][240/3757] lr: 2.000e-03, eta: 1 day, 15:18:20, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5976, loss: 1.5976, grad_norm: 4.5056 2020-07-26 10:28:43,188 - mmaction - INFO - Epoch [45][260/3757] lr: 2.000e-03, eta: 1 day, 15:18:06, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6279, loss: 1.6279, grad_norm: 4.4557 2020-07-26 10:28:56,362 - mmaction - INFO - Epoch [45][280/3757] lr: 2.000e-03, eta: 1 day, 15:17:52, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.4316 2020-07-26 10:29:10,123 - mmaction - INFO - Epoch [45][300/3757] lr: 2.000e-03, eta: 1 day, 15:17:39, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8328, loss_cls: 1.5678, loss: 1.5678, grad_norm: 4.3166 2020-07-26 10:29:23,971 - mmaction - INFO - Epoch [45][320/3757] lr: 2.000e-03, eta: 1 day, 15:17:26, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5339, loss: 1.5339, grad_norm: 4.4032 2020-07-26 10:29:38,052 - mmaction - INFO - Epoch [45][340/3757] lr: 2.000e-03, eta: 1 day, 15:17:13, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5627, loss: 1.5627, grad_norm: 4.3041 2020-07-26 10:29:51,369 - mmaction - INFO - Epoch [45][360/3757] lr: 2.000e-03, eta: 1 day, 15:17:00, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.5898, loss: 1.5898, grad_norm: 4.4233 2020-07-26 10:30:05,070 - mmaction - INFO - Epoch [45][380/3757] lr: 2.000e-03, eta: 1 day, 15:16:46, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8148, loss_cls: 1.6081, loss: 1.6081, grad_norm: 4.4091 2020-07-26 10:30:19,132 - mmaction - INFO - Epoch [45][400/3757] lr: 2.000e-03, eta: 1 day, 15:16:34, time: 0.703, data_time: 0.002, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5617, loss: 1.5617, grad_norm: 4.4218 2020-07-26 10:30:32,489 - mmaction - INFO - Epoch [45][420/3757] lr: 2.000e-03, eta: 1 day, 15:16:20, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4747, loss: 1.4747, grad_norm: 4.3873 2020-07-26 10:30:46,303 - mmaction - INFO - Epoch [45][440/3757] lr: 2.000e-03, eta: 1 day, 15:16:07, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.4158 2020-07-26 10:30:59,989 - mmaction - INFO - Epoch [45][460/3757] lr: 2.000e-03, eta: 1 day, 15:15:54, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.5646, loss: 1.5646, grad_norm: 4.4021 2020-07-26 10:31:14,680 - mmaction - INFO - Epoch [45][480/3757] lr: 2.000e-03, eta: 1 day, 15:15:42, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.6092 2020-07-26 10:31:29,901 - mmaction - INFO - Epoch [45][500/3757] lr: 2.000e-03, eta: 1 day, 15:15:31, time: 0.763, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5968, loss: 1.5968, grad_norm: 4.3858 2020-07-26 10:31:43,338 - mmaction - INFO - Epoch [45][520/3757] lr: 2.000e-03, eta: 1 day, 15:15:17, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.4877 2020-07-26 10:31:57,817 - mmaction - INFO - Epoch [45][540/3757] lr: 2.000e-03, eta: 1 day, 15:15:05, time: 0.728, data_time: 0.008, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5623, loss: 1.5623, grad_norm: 4.3743 2020-07-26 10:32:12,206 - mmaction - INFO - Epoch [45][560/3757] lr: 2.000e-03, eta: 1 day, 15:14:53, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.5863, loss: 1.5863, grad_norm: 4.4405 2020-07-26 10:32:25,855 - mmaction - INFO - Epoch [45][580/3757] lr: 2.000e-03, eta: 1 day, 15:14:40, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.7969, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.5234 2020-07-26 10:32:39,151 - mmaction - INFO - Epoch [45][600/3757] lr: 2.000e-03, eta: 1 day, 15:14:26, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8406, loss_cls: 1.5396, loss: 1.5396, grad_norm: 4.3552 2020-07-26 10:32:52,412 - mmaction - INFO - Epoch [45][620/3757] lr: 2.000e-03, eta: 1 day, 15:14:12, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.4006 2020-07-26 10:33:06,794 - mmaction - INFO - Epoch [45][640/3757] lr: 2.000e-03, eta: 1 day, 15:14:00, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.6495, loss: 1.6495, grad_norm: 4.4172 2020-07-26 10:33:20,103 - mmaction - INFO - Epoch [45][660/3757] lr: 2.000e-03, eta: 1 day, 15:13:46, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8297, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.4641 2020-07-26 10:33:33,569 - mmaction - INFO - Epoch [45][680/3757] lr: 2.000e-03, eta: 1 day, 15:13:33, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8148, loss_cls: 1.5475, loss: 1.5475, grad_norm: 4.2749 2020-07-26 10:33:47,125 - mmaction - INFO - Epoch [45][700/3757] lr: 2.000e-03, eta: 1 day, 15:13:19, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.6213, loss: 1.6213, grad_norm: 4.5071 2020-07-26 10:34:00,912 - mmaction - INFO - Epoch [45][720/3757] lr: 2.000e-03, eta: 1 day, 15:13:06, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.5933 2020-07-26 10:34:14,565 - mmaction - INFO - Epoch [45][740/3757] lr: 2.000e-03, eta: 1 day, 15:12:53, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6426, loss: 1.6426, grad_norm: 4.5446 2020-07-26 10:34:28,044 - mmaction - INFO - Epoch [45][760/3757] lr: 2.000e-03, eta: 1 day, 15:12:40, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5572, loss: 1.5572, grad_norm: 4.4316 2020-07-26 10:34:41,721 - mmaction - INFO - Epoch [45][780/3757] lr: 2.000e-03, eta: 1 day, 15:12:26, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8203, loss_cls: 1.5956, loss: 1.5956, grad_norm: 4.3540 2020-07-26 10:34:55,960 - mmaction - INFO - Epoch [45][800/3757] lr: 2.000e-03, eta: 1 day, 15:12:14, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8141, loss_cls: 1.5861, loss: 1.5861, grad_norm: 4.4173 2020-07-26 10:35:09,114 - mmaction - INFO - Epoch [45][820/3757] lr: 2.000e-03, eta: 1 day, 15:12:00, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.5799, loss: 1.5799, grad_norm: 4.5327 2020-07-26 10:35:22,794 - mmaction - INFO - Epoch [45][840/3757] lr: 2.000e-03, eta: 1 day, 15:11:47, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.4947, loss: 1.4947, grad_norm: 4.3146 2020-07-26 10:35:36,741 - mmaction - INFO - Epoch [45][860/3757] lr: 2.000e-03, eta: 1 day, 15:11:34, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.3079 2020-07-26 10:35:50,182 - mmaction - INFO - Epoch [45][880/3757] lr: 2.000e-03, eta: 1 day, 15:11:20, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.3829 2020-07-26 10:36:04,079 - mmaction - INFO - Epoch [45][900/3757] lr: 2.000e-03, eta: 1 day, 15:11:07, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5057, loss: 1.5057, grad_norm: 4.3254 2020-07-26 10:36:18,249 - mmaction - INFO - Epoch [45][920/3757] lr: 2.000e-03, eta: 1 day, 15:10:55, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8375, loss_cls: 1.5768, loss: 1.5768, grad_norm: 4.5402 2020-07-26 10:36:32,177 - mmaction - INFO - Epoch [45][940/3757] lr: 2.000e-03, eta: 1 day, 15:10:42, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8422, loss_cls: 1.5380, loss: 1.5380, grad_norm: 4.5188 2020-07-26 10:36:46,144 - mmaction - INFO - Epoch [45][960/3757] lr: 2.000e-03, eta: 1 day, 15:10:29, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5552, loss: 1.5552, grad_norm: 4.4031 2020-07-26 10:37:00,520 - mmaction - INFO - Epoch [45][980/3757] lr: 2.000e-03, eta: 1 day, 15:10:17, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.5196 2020-07-26 10:37:14,754 - mmaction - INFO - Epoch [45][1000/3757] lr: 2.000e-03, eta: 1 day, 15:10:04, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.5997, loss: 1.5997, grad_norm: 4.3979 2020-07-26 10:37:27,787 - mmaction - INFO - Epoch [45][1020/3757] lr: 2.000e-03, eta: 1 day, 15:09:50, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5914, loss: 1.5914, grad_norm: 4.4494 2020-07-26 10:37:41,893 - mmaction - INFO - Epoch [45][1040/3757] lr: 2.000e-03, eta: 1 day, 15:09:38, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.5558, loss: 1.5558, grad_norm: 4.4031 2020-07-26 10:37:55,646 - mmaction - INFO - Epoch [45][1060/3757] lr: 2.000e-03, eta: 1 day, 15:09:25, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5184, loss: 1.5184, grad_norm: 4.3700 2020-07-26 10:38:09,523 - mmaction - INFO - Epoch [45][1080/3757] lr: 2.000e-03, eta: 1 day, 15:09:12, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.5714, loss: 1.5714, grad_norm: 4.3845 2020-07-26 10:38:22,974 - mmaction - INFO - Epoch [45][1100/3757] lr: 2.000e-03, eta: 1 day, 15:08:58, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.4784 2020-07-26 10:38:37,130 - mmaction - INFO - Epoch [45][1120/3757] lr: 2.000e-03, eta: 1 day, 15:08:46, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8352, loss_cls: 1.5761, loss: 1.5761, grad_norm: 4.5146 2020-07-26 10:38:51,256 - mmaction - INFO - Epoch [45][1140/3757] lr: 2.000e-03, eta: 1 day, 15:08:33, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5887, loss: 1.5887, grad_norm: 4.3169 2020-07-26 10:39:06,554 - mmaction - INFO - Epoch [45][1160/3757] lr: 2.000e-03, eta: 1 day, 15:08:22, time: 0.764, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5668, loss: 1.5668, grad_norm: 4.3490 2020-07-26 10:39:19,362 - mmaction - INFO - Epoch [45][1180/3757] lr: 2.000e-03, eta: 1 day, 15:08:07, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5260, loss: 1.5260, grad_norm: 4.4863 2020-07-26 10:39:33,223 - mmaction - INFO - Epoch [45][1200/3757] lr: 2.000e-03, eta: 1 day, 15:07:54, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8328, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.4632 2020-07-26 10:39:46,682 - mmaction - INFO - Epoch [45][1220/3757] lr: 2.000e-03, eta: 1 day, 15:07:41, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.5740 2020-07-26 10:40:01,025 - mmaction - INFO - Epoch [45][1240/3757] lr: 2.000e-03, eta: 1 day, 15:07:29, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.4727 2020-07-26 10:40:13,926 - mmaction - INFO - Epoch [45][1260/3757] lr: 2.000e-03, eta: 1 day, 15:07:14, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.6057, loss: 1.6057, grad_norm: 4.3725 2020-07-26 10:40:28,146 - mmaction - INFO - Epoch [45][1280/3757] lr: 2.000e-03, eta: 1 day, 15:07:02, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.5822 2020-07-26 10:40:42,614 - mmaction - INFO - Epoch [45][1300/3757] lr: 2.000e-03, eta: 1 day, 15:06:50, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.5793, loss: 1.5793, grad_norm: 4.4409 2020-07-26 10:40:55,662 - mmaction - INFO - Epoch [45][1320/3757] lr: 2.000e-03, eta: 1 day, 15:06:36, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.4243 2020-07-26 10:41:09,253 - mmaction - INFO - Epoch [45][1340/3757] lr: 2.000e-03, eta: 1 day, 15:06:22, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.4819 2020-07-26 10:41:23,661 - mmaction - INFO - Epoch [45][1360/3757] lr: 2.000e-03, eta: 1 day, 15:06:10, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5350, loss: 1.5350, grad_norm: 4.2623 2020-07-26 10:41:37,165 - mmaction - INFO - Epoch [45][1380/3757] lr: 2.000e-03, eta: 1 day, 15:05:57, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.5763, loss: 1.5763, grad_norm: 4.4122 2020-07-26 10:41:50,692 - mmaction - INFO - Epoch [45][1400/3757] lr: 2.000e-03, eta: 1 day, 15:05:43, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4770, loss: 1.4770, grad_norm: 4.3085 2020-07-26 10:42:05,171 - mmaction - INFO - Epoch [45][1420/3757] lr: 2.000e-03, eta: 1 day, 15:05:31, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8328, loss_cls: 1.6033, loss: 1.6033, grad_norm: 4.5770 2020-07-26 10:42:18,424 - mmaction - INFO - Epoch [45][1440/3757] lr: 2.000e-03, eta: 1 day, 15:05:17, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5864, loss: 1.5864, grad_norm: 4.4360 2020-07-26 10:42:32,738 - mmaction - INFO - Epoch [45][1460/3757] lr: 2.000e-03, eta: 1 day, 15:05:05, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5497, loss: 1.5497, grad_norm: 4.4446 2020-07-26 10:42:46,629 - mmaction - INFO - Epoch [45][1480/3757] lr: 2.000e-03, eta: 1 day, 15:04:52, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5673, loss: 1.5673, grad_norm: 4.4373 2020-07-26 10:43:00,586 - mmaction - INFO - Epoch [45][1500/3757] lr: 2.000e-03, eta: 1 day, 15:04:39, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5049, loss: 1.5049, grad_norm: 4.2133 2020-07-26 10:43:14,077 - mmaction - INFO - Epoch [45][1520/3757] lr: 2.000e-03, eta: 1 day, 15:04:26, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6283, loss: 1.6283, grad_norm: 4.4076 2020-07-26 10:43:27,999 - mmaction - INFO - Epoch [45][1540/3757] lr: 2.000e-03, eta: 1 day, 15:04:13, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.4511 2020-07-26 10:43:41,329 - mmaction - INFO - Epoch [45][1560/3757] lr: 2.000e-03, eta: 1 day, 15:03:59, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.4860 2020-07-26 10:43:55,032 - mmaction - INFO - Epoch [45][1580/3757] lr: 2.000e-03, eta: 1 day, 15:03:46, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.5754, loss: 1.5754, grad_norm: 4.3059 2020-07-26 10:44:09,009 - mmaction - INFO - Epoch [45][1600/3757] lr: 2.000e-03, eta: 1 day, 15:03:33, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6267, loss: 1.6267, grad_norm: 4.5391 2020-07-26 10:44:22,624 - mmaction - INFO - Epoch [45][1620/3757] lr: 2.000e-03, eta: 1 day, 15:03:20, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5475, loss: 1.5475, grad_norm: 4.3922 2020-07-26 10:44:36,624 - mmaction - INFO - Epoch [45][1640/3757] lr: 2.000e-03, eta: 1 day, 15:03:07, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.5284 2020-07-26 10:44:50,061 - mmaction - INFO - Epoch [45][1660/3757] lr: 2.000e-03, eta: 1 day, 15:02:53, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5467, loss: 1.5467, grad_norm: 4.3145 2020-07-26 10:45:04,108 - mmaction - INFO - Epoch [45][1680/3757] lr: 2.000e-03, eta: 1 day, 15:02:41, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6204, loss: 1.6204, grad_norm: 4.4986 2020-07-26 10:45:17,582 - mmaction - INFO - Epoch [45][1700/3757] lr: 2.000e-03, eta: 1 day, 15:02:27, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5612, loss: 1.5612, grad_norm: 4.4011 2020-07-26 10:45:30,927 - mmaction - INFO - Epoch [45][1720/3757] lr: 2.000e-03, eta: 1 day, 15:02:14, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.4437 2020-07-26 10:45:44,508 - mmaction - INFO - Epoch [45][1740/3757] lr: 2.000e-03, eta: 1 day, 15:02:00, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.5582, loss: 1.5582, grad_norm: 4.4230 2020-07-26 10:45:58,148 - mmaction - INFO - Epoch [45][1760/3757] lr: 2.000e-03, eta: 1 day, 15:01:47, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5389, loss: 1.5389, grad_norm: 4.2774 2020-07-26 10:46:11,912 - mmaction - INFO - Epoch [45][1780/3757] lr: 2.000e-03, eta: 1 day, 15:01:34, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6142, loss: 1.6142, grad_norm: 4.4353 2020-07-26 10:46:24,855 - mmaction - INFO - Epoch [45][1800/3757] lr: 2.000e-03, eta: 1 day, 15:01:20, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.5613, loss: 1.5613, grad_norm: 4.4420 2020-07-26 10:46:38,553 - mmaction - INFO - Epoch [45][1820/3757] lr: 2.000e-03, eta: 1 day, 15:01:07, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6154, loss: 1.6154, grad_norm: 4.4886 2020-07-26 10:46:52,594 - mmaction - INFO - Epoch [45][1840/3757] lr: 2.000e-03, eta: 1 day, 15:00:54, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8187, loss_cls: 1.6574, loss: 1.6574, grad_norm: 4.4004 2020-07-26 10:47:05,824 - mmaction - INFO - Epoch [45][1860/3757] lr: 2.000e-03, eta: 1 day, 15:00:40, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.5526 2020-07-26 10:47:19,844 - mmaction - INFO - Epoch [45][1880/3757] lr: 2.000e-03, eta: 1 day, 15:00:27, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.5542 2020-07-26 10:47:32,993 - mmaction - INFO - Epoch [45][1900/3757] lr: 2.000e-03, eta: 1 day, 15:00:13, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5704, loss: 1.5704, grad_norm: 4.4475 2020-07-26 10:47:47,892 - mmaction - INFO - Epoch [45][1920/3757] lr: 2.000e-03, eta: 1 day, 15:00:02, time: 0.747, data_time: 0.007, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8266, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.4820 2020-07-26 10:48:00,632 - mmaction - INFO - Epoch [45][1940/3757] lr: 2.000e-03, eta: 1 day, 14:59:47, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5685, loss: 1.5685, grad_norm: 4.3979 2020-07-26 10:48:15,156 - mmaction - INFO - Epoch [45][1960/3757] lr: 2.000e-03, eta: 1 day, 14:59:35, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5093, loss: 1.5093, grad_norm: 4.3608 2020-07-26 10:48:29,564 - mmaction - INFO - Epoch [45][1980/3757] lr: 2.000e-03, eta: 1 day, 14:59:23, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5523, loss: 1.5523, grad_norm: 4.3277 2020-07-26 10:48:43,338 - mmaction - INFO - Epoch [45][2000/3757] lr: 2.000e-03, eta: 1 day, 14:59:10, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6470, loss: 1.6470, grad_norm: 4.5550 2020-07-26 10:48:57,540 - mmaction - INFO - Epoch [45][2020/3757] lr: 2.000e-03, eta: 1 day, 14:58:57, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6542, loss: 1.6542, grad_norm: 4.5603 2020-07-26 10:49:10,988 - mmaction - INFO - Epoch [45][2040/3757] lr: 2.000e-03, eta: 1 day, 14:58:44, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.5277, loss: 1.5277, grad_norm: 4.3133 2020-07-26 10:49:24,938 - mmaction - INFO - Epoch [45][2060/3757] lr: 2.000e-03, eta: 1 day, 14:58:31, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6169, loss: 1.6169, grad_norm: 4.4539 2020-07-26 10:49:39,216 - mmaction - INFO - Epoch [45][2080/3757] lr: 2.000e-03, eta: 1 day, 14:58:18, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5590, loss: 1.5590, grad_norm: 4.4506 2020-07-26 10:49:52,954 - mmaction - INFO - Epoch [45][2100/3757] lr: 2.000e-03, eta: 1 day, 14:58:05, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8172, loss_cls: 1.5950, loss: 1.5950, grad_norm: 4.3628 2020-07-26 10:50:06,645 - mmaction - INFO - Epoch [45][2120/3757] lr: 2.000e-03, eta: 1 day, 14:57:52, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.5931, loss: 1.5931, grad_norm: 4.4196 2020-07-26 10:50:21,778 - mmaction - INFO - Epoch [45][2140/3757] lr: 2.000e-03, eta: 1 day, 14:57:41, time: 0.755, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5884, loss: 1.5884, grad_norm: 4.5440 2020-07-26 10:50:35,199 - mmaction - INFO - Epoch [45][2160/3757] lr: 2.000e-03, eta: 1 day, 14:57:27, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5548, loss: 1.5548, grad_norm: 4.4798 2020-07-26 10:50:49,077 - mmaction - INFO - Epoch [45][2180/3757] lr: 2.000e-03, eta: 1 day, 14:57:14, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.5341, loss: 1.5341, grad_norm: 4.4094 2020-07-26 10:51:02,306 - mmaction - INFO - Epoch [45][2200/3757] lr: 2.000e-03, eta: 1 day, 14:57:00, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5700, loss: 1.5700, grad_norm: 4.3453 2020-07-26 10:51:16,258 - mmaction - INFO - Epoch [45][2220/3757] lr: 2.000e-03, eta: 1 day, 14:56:48, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.5735 2020-07-26 10:51:29,263 - mmaction - INFO - Epoch [45][2240/3757] lr: 2.000e-03, eta: 1 day, 14:56:34, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4452, loss: 1.4452, grad_norm: 4.3714 2020-07-26 10:51:43,644 - mmaction - INFO - Epoch [45][2260/3757] lr: 2.000e-03, eta: 1 day, 14:56:21, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5251, loss: 1.5251, grad_norm: 4.3969 2020-07-26 10:51:57,985 - mmaction - INFO - Epoch [45][2280/3757] lr: 2.000e-03, eta: 1 day, 14:56:09, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5474, loss: 1.5474, grad_norm: 4.3779 2020-07-26 10:52:11,709 - mmaction - INFO - Epoch [45][2300/3757] lr: 2.000e-03, eta: 1 day, 14:55:56, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8078, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.4242 2020-07-26 10:52:25,601 - mmaction - INFO - Epoch [45][2320/3757] lr: 2.000e-03, eta: 1 day, 14:55:43, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5682, loss: 1.5682, grad_norm: 4.4415 2020-07-26 10:52:39,728 - mmaction - INFO - Epoch [45][2340/3757] lr: 2.000e-03, eta: 1 day, 14:55:30, time: 0.707, data_time: 0.003, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6080, loss: 1.6080, grad_norm: 4.4795 2020-07-26 10:52:53,543 - mmaction - INFO - Epoch [45][2360/3757] lr: 2.000e-03, eta: 1 day, 14:55:17, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5257, loss: 1.5257, grad_norm: 4.4335 2020-07-26 10:53:06,711 - mmaction - INFO - Epoch [45][2380/3757] lr: 2.000e-03, eta: 1 day, 14:55:03, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8273, loss_cls: 1.5753, loss: 1.5753, grad_norm: 4.5152 2020-07-26 10:53:20,698 - mmaction - INFO - Epoch [45][2400/3757] lr: 2.000e-03, eta: 1 day, 14:54:50, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.5444 2020-07-26 10:53:34,645 - mmaction - INFO - Epoch [45][2420/3757] lr: 2.000e-03, eta: 1 day, 14:54:37, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8352, loss_cls: 1.5738, loss: 1.5738, grad_norm: 4.4559 2020-07-26 10:53:48,064 - mmaction - INFO - Epoch [45][2440/3757] lr: 2.000e-03, eta: 1 day, 14:54:24, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5552, loss: 1.5552, grad_norm: 4.5293 2020-07-26 10:54:02,290 - mmaction - INFO - Epoch [45][2460/3757] lr: 2.000e-03, eta: 1 day, 14:54:11, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.5529 2020-07-26 10:54:15,598 - mmaction - INFO - Epoch [45][2480/3757] lr: 2.000e-03, eta: 1 day, 14:53:58, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.3474 2020-07-26 10:54:29,855 - mmaction - INFO - Epoch [45][2500/3757] lr: 2.000e-03, eta: 1 day, 14:53:45, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5619, loss: 1.5619, grad_norm: 4.4492 2020-07-26 10:54:44,300 - mmaction - INFO - Epoch [45][2520/3757] lr: 2.000e-03, eta: 1 day, 14:53:33, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.4225 2020-07-26 10:54:57,590 - mmaction - INFO - Epoch [45][2540/3757] lr: 2.000e-03, eta: 1 day, 14:53:19, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5756, loss: 1.5756, grad_norm: 4.4341 2020-07-26 10:55:12,769 - mmaction - INFO - Epoch [45][2560/3757] lr: 2.000e-03, eta: 1 day, 14:53:08, time: 0.758, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4174, loss: 1.4174, grad_norm: 4.2503 2020-07-26 10:55:26,168 - mmaction - INFO - Epoch [45][2580/3757] lr: 2.000e-03, eta: 1 day, 14:52:54, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5852, loss: 1.5852, grad_norm: 4.3617 2020-07-26 10:55:39,810 - mmaction - INFO - Epoch [45][2600/3757] lr: 2.000e-03, eta: 1 day, 14:52:41, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5048, loss: 1.5048, grad_norm: 4.3361 2020-07-26 10:55:53,477 - mmaction - INFO - Epoch [45][2620/3757] lr: 2.000e-03, eta: 1 day, 14:52:28, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8203, loss_cls: 1.5427, loss: 1.5427, grad_norm: 4.3543 2020-07-26 10:56:06,982 - mmaction - INFO - Epoch [45][2640/3757] lr: 2.000e-03, eta: 1 day, 14:52:14, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.5874, loss: 1.5874, grad_norm: 4.5265 2020-07-26 10:56:20,764 - mmaction - INFO - Epoch [45][2660/3757] lr: 2.000e-03, eta: 1 day, 14:52:01, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5592, loss: 1.5592, grad_norm: 4.4384 2020-07-26 10:56:34,774 - mmaction - INFO - Epoch [45][2680/3757] lr: 2.000e-03, eta: 1 day, 14:51:49, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6371, loss: 1.6371, grad_norm: 4.5181 2020-07-26 10:56:48,234 - mmaction - INFO - Epoch [45][2700/3757] lr: 2.000e-03, eta: 1 day, 14:51:35, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6550, loss: 1.6550, grad_norm: 4.5441 2020-07-26 10:57:02,735 - mmaction - INFO - Epoch [45][2720/3757] lr: 2.000e-03, eta: 1 day, 14:51:23, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5725, loss: 1.5725, grad_norm: 4.5330 2020-07-26 10:57:16,832 - mmaction - INFO - Epoch [45][2740/3757] lr: 2.000e-03, eta: 1 day, 14:51:10, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5753, loss: 1.5753, grad_norm: 4.4348 2020-07-26 10:57:31,266 - mmaction - INFO - Epoch [45][2760/3757] lr: 2.000e-03, eta: 1 day, 14:50:58, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5719, loss: 1.5719, grad_norm: 4.3278 2020-07-26 10:57:45,154 - mmaction - INFO - Epoch [45][2780/3757] lr: 2.000e-03, eta: 1 day, 14:50:45, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8359, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.5914 2020-07-26 10:57:59,797 - mmaction - INFO - Epoch [45][2800/3757] lr: 2.000e-03, eta: 1 day, 14:50:33, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.4921, loss: 1.4921, grad_norm: 4.3835 2020-07-26 10:58:13,133 - mmaction - INFO - Epoch [45][2820/3757] lr: 2.000e-03, eta: 1 day, 14:50:19, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.5066 2020-07-26 10:58:27,665 - mmaction - INFO - Epoch [45][2840/3757] lr: 2.000e-03, eta: 1 day, 14:50:07, time: 0.729, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.5352, loss: 1.5352, grad_norm: 4.3661 2020-07-26 10:58:41,350 - mmaction - INFO - Epoch [45][2860/3757] lr: 2.000e-03, eta: 1 day, 14:49:54, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5413, loss: 1.5413, grad_norm: 4.4928 2020-07-26 10:58:55,006 - mmaction - INFO - Epoch [45][2880/3757] lr: 2.000e-03, eta: 1 day, 14:49:41, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.4624 2020-07-26 10:59:08,397 - mmaction - INFO - Epoch [45][2900/3757] lr: 2.000e-03, eta: 1 day, 14:49:27, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8063, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.3919 2020-07-26 10:59:22,204 - mmaction - INFO - Epoch [45][2920/3757] lr: 2.000e-03, eta: 1 day, 14:49:14, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5833, loss: 1.5833, grad_norm: 4.4728 2020-07-26 10:59:36,171 - mmaction - INFO - Epoch [45][2940/3757] lr: 2.000e-03, eta: 1 day, 14:49:01, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6048, loss: 1.6048, grad_norm: 4.4449 2020-07-26 10:59:49,735 - mmaction - INFO - Epoch [45][2960/3757] lr: 2.000e-03, eta: 1 day, 14:48:48, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6491, loss: 1.6491, grad_norm: 4.5423 2020-07-26 11:00:03,872 - mmaction - INFO - Epoch [45][2980/3757] lr: 2.000e-03, eta: 1 day, 14:48:35, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8297, loss_cls: 1.5716, loss: 1.5716, grad_norm: 4.4703 2020-07-26 11:00:18,605 - mmaction - INFO - Epoch [45][3000/3757] lr: 2.000e-03, eta: 1 day, 14:48:23, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5304, loss: 1.5304, grad_norm: 4.4825 2020-07-26 11:00:32,750 - mmaction - INFO - Epoch [45][3020/3757] lr: 2.000e-03, eta: 1 day, 14:48:10, time: 0.710, data_time: 0.016, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6073, loss: 1.6073, grad_norm: 4.5195 2020-07-26 11:00:45,797 - mmaction - INFO - Epoch [45][3040/3757] lr: 2.000e-03, eta: 1 day, 14:47:57, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4551, loss: 1.4551, grad_norm: 4.4013 2020-07-26 11:01:00,596 - mmaction - INFO - Epoch [45][3060/3757] lr: 2.000e-03, eta: 1 day, 14:47:45, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8180, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.4039 2020-07-26 11:01:14,111 - mmaction - INFO - Epoch [45][3080/3757] lr: 2.000e-03, eta: 1 day, 14:47:31, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6224, loss: 1.6224, grad_norm: 4.5594 2020-07-26 11:01:27,921 - mmaction - INFO - Epoch [45][3100/3757] lr: 2.000e-03, eta: 1 day, 14:47:18, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8125, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.5365 2020-07-26 11:01:41,810 - mmaction - INFO - Epoch [45][3120/3757] lr: 2.000e-03, eta: 1 day, 14:47:05, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6715, loss: 1.6715, grad_norm: 4.6092 2020-07-26 11:01:54,761 - mmaction - INFO - Epoch [45][3140/3757] lr: 2.000e-03, eta: 1 day, 14:46:51, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.4393 2020-07-26 11:02:08,642 - mmaction - INFO - Epoch [45][3160/3757] lr: 2.000e-03, eta: 1 day, 14:46:38, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.5356, loss: 1.5356, grad_norm: 4.2810 2020-07-26 11:02:22,392 - mmaction - INFO - Epoch [45][3180/3757] lr: 2.000e-03, eta: 1 day, 14:46:25, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.5816, loss: 1.5816, grad_norm: 4.4260 2020-07-26 11:02:36,312 - mmaction - INFO - Epoch [45][3200/3757] lr: 2.000e-03, eta: 1 day, 14:46:12, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8305, loss_cls: 1.5465, loss: 1.5465, grad_norm: 4.4518 2020-07-26 11:02:49,724 - mmaction - INFO - Epoch [45][3220/3757] lr: 2.000e-03, eta: 1 day, 14:45:59, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.4564 2020-07-26 11:03:03,384 - mmaction - INFO - Epoch [45][3240/3757] lr: 2.000e-03, eta: 1 day, 14:45:45, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.6119, loss: 1.6119, grad_norm: 4.5070 2020-07-26 11:03:16,722 - mmaction - INFO - Epoch [45][3260/3757] lr: 2.000e-03, eta: 1 day, 14:45:32, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8102, loss_cls: 1.5796, loss: 1.5796, grad_norm: 4.3626 2020-07-26 11:03:30,249 - mmaction - INFO - Epoch [45][3280/3757] lr: 2.000e-03, eta: 1 day, 14:45:18, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5542, loss: 1.5542, grad_norm: 4.3536 2020-07-26 11:03:43,977 - mmaction - INFO - Epoch [45][3300/3757] lr: 2.000e-03, eta: 1 day, 14:45:05, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5144, loss: 1.5144, grad_norm: 4.4357 2020-07-26 11:03:58,703 - mmaction - INFO - Epoch [45][3320/3757] lr: 2.000e-03, eta: 1 day, 14:44:53, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.6192, loss: 1.6192, grad_norm: 4.5181 2020-07-26 11:04:12,298 - mmaction - INFO - Epoch [45][3340/3757] lr: 2.000e-03, eta: 1 day, 14:44:40, time: 0.677, data_time: 0.011, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4800, loss: 1.4800, grad_norm: 4.2766 2020-07-26 11:04:26,310 - mmaction - INFO - Epoch [45][3360/3757] lr: 2.000e-03, eta: 1 day, 14:44:27, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.5954, loss: 1.5954, grad_norm: 4.6467 2020-07-26 11:04:39,814 - mmaction - INFO - Epoch [45][3380/3757] lr: 2.000e-03, eta: 1 day, 14:44:14, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6422, loss: 1.6422, grad_norm: 4.4937 2020-07-26 11:04:53,804 - mmaction - INFO - Epoch [45][3400/3757] lr: 2.000e-03, eta: 1 day, 14:44:01, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8320, loss_cls: 1.6244, loss: 1.6244, grad_norm: 4.6671 2020-07-26 11:05:08,258 - mmaction - INFO - Epoch [45][3420/3757] lr: 2.000e-03, eta: 1 day, 14:43:49, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6534, loss: 1.6534, grad_norm: 4.6622 2020-07-26 11:05:22,370 - mmaction - INFO - Epoch [45][3440/3757] lr: 2.000e-03, eta: 1 day, 14:43:36, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7058, loss: 1.7058, grad_norm: 4.6776 2020-07-26 11:05:35,384 - mmaction - INFO - Epoch [45][3460/3757] lr: 2.000e-03, eta: 1 day, 14:43:22, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.4164 2020-07-26 11:05:49,321 - mmaction - INFO - Epoch [45][3480/3757] lr: 2.000e-03, eta: 1 day, 14:43:09, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.5475 2020-07-26 11:06:02,535 - mmaction - INFO - Epoch [45][3500/3757] lr: 2.000e-03, eta: 1 day, 14:42:55, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8148, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.5102 2020-07-26 11:06:16,346 - mmaction - INFO - Epoch [45][3520/3757] lr: 2.000e-03, eta: 1 day, 14:42:42, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6128, loss: 1.6128, grad_norm: 4.5337 2020-07-26 11:06:29,775 - mmaction - INFO - Epoch [45][3540/3757] lr: 2.000e-03, eta: 1 day, 14:42:29, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6088, loss: 1.6088, grad_norm: 4.4368 2020-07-26 11:06:43,185 - mmaction - INFO - Epoch [45][3560/3757] lr: 2.000e-03, eta: 1 day, 14:42:15, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5323, loss: 1.5323, grad_norm: 4.4469 2020-07-26 11:06:57,010 - mmaction - INFO - Epoch [45][3580/3757] lr: 2.000e-03, eta: 1 day, 14:42:02, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8250, loss_cls: 1.5405, loss: 1.5405, grad_norm: 4.4319 2020-07-26 11:07:11,600 - mmaction - INFO - Epoch [45][3600/3757] lr: 2.000e-03, eta: 1 day, 14:41:50, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.5069, loss: 1.5069, grad_norm: 4.3441 2020-07-26 11:07:25,245 - mmaction - INFO - Epoch [45][3620/3757] lr: 2.000e-03, eta: 1 day, 14:41:37, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6313, loss: 1.6313, grad_norm: 4.6094 2020-07-26 11:07:38,424 - mmaction - INFO - Epoch [45][3640/3757] lr: 2.000e-03, eta: 1 day, 14:41:23, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.6033 2020-07-26 11:07:51,870 - mmaction - INFO - Epoch [45][3660/3757] lr: 2.000e-03, eta: 1 day, 14:41:09, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5622, loss: 1.5622, grad_norm: 4.4579 2020-07-26 11:08:05,543 - mmaction - INFO - Epoch [45][3680/3757] lr: 2.000e-03, eta: 1 day, 14:40:56, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.5849, loss: 1.5849, grad_norm: 4.5313 2020-07-26 11:08:20,422 - mmaction - INFO - Epoch [45][3700/3757] lr: 2.000e-03, eta: 1 day, 14:40:44, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5054, loss: 1.5054, grad_norm: 4.6203 2020-07-26 11:08:34,473 - mmaction - INFO - Epoch [45][3720/3757] lr: 2.000e-03, eta: 1 day, 14:40:31, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5833, loss: 1.5833, grad_norm: 4.5629 2020-07-26 11:08:48,278 - mmaction - INFO - Epoch [45][3740/3757] lr: 2.000e-03, eta: 1 day, 14:40:18, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6137, loss: 1.6137, grad_norm: 4.5269 2020-07-26 11:08:59,732 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-26 11:09:26,820 - mmaction - INFO - Epoch [46][20/3757] lr: 2.000e-03, eta: 1 day, 14:39:54, time: 1.266, data_time: 0.588, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.3768 2020-07-26 11:09:39,072 - mmaction - INFO - Epoch [46][40/3757] lr: 2.000e-03, eta: 1 day, 14:39:39, time: 0.612, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.3482 2020-07-26 11:09:52,378 - mmaction - INFO - Epoch [46][60/3757] lr: 2.000e-03, eta: 1 day, 14:39:25, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5727, loss: 1.5727, grad_norm: 4.4933 2020-07-26 11:10:05,558 - mmaction - INFO - Epoch [46][80/3757] lr: 2.000e-03, eta: 1 day, 14:39:11, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.4270 2020-07-26 11:10:19,511 - mmaction - INFO - Epoch [46][100/3757] lr: 2.000e-03, eta: 1 day, 14:38:59, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.5050, loss: 1.5050, grad_norm: 4.3462 2020-07-26 11:10:32,976 - mmaction - INFO - Epoch [46][120/3757] lr: 2.000e-03, eta: 1 day, 14:38:45, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4912, loss: 1.4912, grad_norm: 4.3946 2020-07-26 11:10:46,869 - mmaction - INFO - Epoch [46][140/3757] lr: 2.000e-03, eta: 1 day, 14:38:32, time: 0.695, data_time: 0.002, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5534, loss: 1.5534, grad_norm: 4.5167 2020-07-26 11:11:01,184 - mmaction - INFO - Epoch [46][160/3757] lr: 2.000e-03, eta: 1 day, 14:38:20, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6045, loss: 1.6045, grad_norm: 4.5919 2020-07-26 11:11:14,290 - mmaction - INFO - Epoch [46][180/3757] lr: 2.000e-03, eta: 1 day, 14:38:06, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6173, loss: 1.6173, grad_norm: 4.5271 2020-07-26 11:11:28,575 - mmaction - INFO - Epoch [46][200/3757] lr: 2.000e-03, eta: 1 day, 14:37:53, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8242, loss_cls: 1.5697, loss: 1.5697, grad_norm: 4.5652 2020-07-26 11:11:44,007 - mmaction - INFO - Epoch [46][220/3757] lr: 2.000e-03, eta: 1 day, 14:37:42, time: 0.772, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8164, loss_cls: 1.5747, loss: 1.5747, grad_norm: 4.4391 2020-07-26 11:11:56,847 - mmaction - INFO - Epoch [46][240/3757] lr: 2.000e-03, eta: 1 day, 14:37:28, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.4800 2020-07-26 11:12:10,837 - mmaction - INFO - Epoch [46][260/3757] lr: 2.000e-03, eta: 1 day, 14:37:15, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5893, loss: 1.5893, grad_norm: 4.5118 2020-07-26 11:12:24,489 - mmaction - INFO - Epoch [46][280/3757] lr: 2.000e-03, eta: 1 day, 14:37:02, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5879, loss: 1.5879, grad_norm: 4.5008 2020-07-26 11:12:38,780 - mmaction - INFO - Epoch [46][300/3757] lr: 2.000e-03, eta: 1 day, 14:36:49, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.5816, loss: 1.5816, grad_norm: 4.5561 2020-07-26 11:12:52,743 - mmaction - INFO - Epoch [46][320/3757] lr: 2.000e-03, eta: 1 day, 14:36:36, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8281, loss_cls: 1.5800, loss: 1.5800, grad_norm: 4.4391 2020-07-26 11:13:06,578 - mmaction - INFO - Epoch [46][340/3757] lr: 2.000e-03, eta: 1 day, 14:36:23, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5665, loss: 1.5665, grad_norm: 4.3772 2020-07-26 11:13:20,252 - mmaction - INFO - Epoch [46][360/3757] lr: 2.000e-03, eta: 1 day, 14:36:10, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5009, loss: 1.5009, grad_norm: 4.3864 2020-07-26 11:13:33,933 - mmaction - INFO - Epoch [46][380/3757] lr: 2.000e-03, eta: 1 day, 14:35:57, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5298, loss: 1.5298, grad_norm: 4.4639 2020-07-26 11:13:47,739 - mmaction - INFO - Epoch [46][400/3757] lr: 2.000e-03, eta: 1 day, 14:35:44, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6460, loss: 1.6460, grad_norm: 4.6073 2020-07-26 11:14:01,530 - mmaction - INFO - Epoch [46][420/3757] lr: 2.000e-03, eta: 1 day, 14:35:31, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5163, loss: 1.5163, grad_norm: 4.4573 2020-07-26 11:14:15,978 - mmaction - INFO - Epoch [46][440/3757] lr: 2.000e-03, eta: 1 day, 14:35:19, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.5268, loss: 1.5268, grad_norm: 4.4239 2020-07-26 11:14:31,742 - mmaction - INFO - Epoch [46][460/3757] lr: 2.000e-03, eta: 1 day, 14:35:08, time: 0.786, data_time: 0.006, memory: 7079, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.5768 2020-07-26 11:14:45,354 - mmaction - INFO - Epoch [46][480/3757] lr: 2.000e-03, eta: 1 day, 14:34:55, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.5610 2020-07-26 11:14:59,415 - mmaction - INFO - Epoch [46][500/3757] lr: 2.000e-03, eta: 1 day, 14:34:42, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5596, loss: 1.5596, grad_norm: 4.5144 2020-07-26 11:15:13,282 - mmaction - INFO - Epoch [46][520/3757] lr: 2.000e-03, eta: 1 day, 14:34:29, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6458, loss: 1.6458, grad_norm: 4.5663 2020-07-26 11:15:26,828 - mmaction - INFO - Epoch [46][540/3757] lr: 2.000e-03, eta: 1 day, 14:34:15, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.5691, loss: 1.5691, grad_norm: 4.3993 2020-07-26 11:15:41,319 - mmaction - INFO - Epoch [46][560/3757] lr: 2.000e-03, eta: 1 day, 14:34:03, time: 0.723, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4750, loss: 1.4750, grad_norm: 4.4919 2020-07-26 11:15:56,340 - mmaction - INFO - Epoch [46][580/3757] lr: 2.000e-03, eta: 1 day, 14:33:51, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.4046 2020-07-26 11:16:10,203 - mmaction - INFO - Epoch [46][600/3757] lr: 2.000e-03, eta: 1 day, 14:33:39, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6408, loss: 1.6408, grad_norm: 4.6733 2020-07-26 11:16:23,691 - mmaction - INFO - Epoch [46][620/3757] lr: 2.000e-03, eta: 1 day, 14:33:25, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8414, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.6404 2020-07-26 11:16:37,041 - mmaction - INFO - Epoch [46][640/3757] lr: 2.000e-03, eta: 1 day, 14:33:11, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4485, loss: 1.4485, grad_norm: 4.4894 2020-07-26 11:16:51,833 - mmaction - INFO - Epoch [46][660/3757] lr: 2.000e-03, eta: 1 day, 14:33:00, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4548, loss: 1.4548, grad_norm: 4.3843 2020-07-26 11:17:04,650 - mmaction - INFO - Epoch [46][680/3757] lr: 2.000e-03, eta: 1 day, 14:32:45, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5815, loss: 1.5815, grad_norm: 4.5021 2020-07-26 11:17:18,567 - mmaction - INFO - Epoch [46][700/3757] lr: 2.000e-03, eta: 1 day, 14:32:32, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8125, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.5777 2020-07-26 11:17:32,084 - mmaction - INFO - Epoch [46][720/3757] lr: 2.000e-03, eta: 1 day, 14:32:19, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5570, loss: 1.5570, grad_norm: 4.5067 2020-07-26 11:17:45,515 - mmaction - INFO - Epoch [46][740/3757] lr: 2.000e-03, eta: 1 day, 14:32:05, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5592, loss: 1.5592, grad_norm: 4.5942 2020-07-26 11:17:58,964 - mmaction - INFO - Epoch [46][760/3757] lr: 2.000e-03, eta: 1 day, 14:31:52, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.5447 2020-07-26 11:18:12,469 - mmaction - INFO - Epoch [46][780/3757] lr: 2.000e-03, eta: 1 day, 14:31:38, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5450, loss: 1.5450, grad_norm: 4.5999 2020-07-26 11:18:26,712 - mmaction - INFO - Epoch [46][800/3757] lr: 2.000e-03, eta: 1 day, 14:31:26, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.5778, loss: 1.5778, grad_norm: 4.5692 2020-07-26 11:18:39,804 - mmaction - INFO - Epoch [46][820/3757] lr: 2.000e-03, eta: 1 day, 14:31:12, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5231, loss: 1.5231, grad_norm: 4.6258 2020-07-26 11:18:53,745 - mmaction - INFO - Epoch [46][840/3757] lr: 2.000e-03, eta: 1 day, 14:30:59, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4805, loss: 1.4805, grad_norm: 4.3393 2020-07-26 11:19:07,505 - mmaction - INFO - Epoch [46][860/3757] lr: 2.000e-03, eta: 1 day, 14:30:46, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.5961, top5_acc: 0.7977, loss_cls: 1.6988, loss: 1.6988, grad_norm: 4.7207 2020-07-26 11:19:21,331 - mmaction - INFO - Epoch [46][880/3757] lr: 2.000e-03, eta: 1 day, 14:30:33, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.6124 2020-07-26 11:19:34,482 - mmaction - INFO - Epoch [46][900/3757] lr: 2.000e-03, eta: 1 day, 14:30:19, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8258, loss_cls: 1.5802, loss: 1.5802, grad_norm: 4.5268 2020-07-26 11:19:48,118 - mmaction - INFO - Epoch [46][920/3757] lr: 2.000e-03, eta: 1 day, 14:30:06, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.4784 2020-07-26 11:20:02,537 - mmaction - INFO - Epoch [46][940/3757] lr: 2.000e-03, eta: 1 day, 14:29:53, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.6568 2020-07-26 11:20:15,848 - mmaction - INFO - Epoch [46][960/3757] lr: 2.000e-03, eta: 1 day, 14:29:40, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5498, loss: 1.5498, grad_norm: 4.4364 2020-07-26 11:20:29,759 - mmaction - INFO - Epoch [46][980/3757] lr: 2.000e-03, eta: 1 day, 14:29:27, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8352, loss_cls: 1.5686, loss: 1.5686, grad_norm: 4.6763 2020-07-26 11:20:43,059 - mmaction - INFO - Epoch [46][1000/3757] lr: 2.000e-03, eta: 1 day, 14:29:13, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5407, loss: 1.5407, grad_norm: 4.5428 2020-07-26 11:20:56,976 - mmaction - INFO - Epoch [46][1020/3757] lr: 2.000e-03, eta: 1 day, 14:29:00, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5652, loss: 1.5652, grad_norm: 4.4789 2020-07-26 11:21:10,582 - mmaction - INFO - Epoch [46][1040/3757] lr: 2.000e-03, eta: 1 day, 14:28:47, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4876, loss: 1.4876, grad_norm: 4.3722 2020-07-26 11:21:24,917 - mmaction - INFO - Epoch [46][1060/3757] lr: 2.000e-03, eta: 1 day, 14:28:34, time: 0.717, data_time: 0.002, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.7581 2020-07-26 11:21:38,532 - mmaction - INFO - Epoch [46][1080/3757] lr: 2.000e-03, eta: 1 day, 14:28:21, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5555, loss: 1.5555, grad_norm: 4.6226 2020-07-26 11:21:52,241 - mmaction - INFO - Epoch [46][1100/3757] lr: 2.000e-03, eta: 1 day, 14:28:08, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8523, loss_cls: 1.5730, loss: 1.5730, grad_norm: 4.6044 2020-07-26 11:22:05,952 - mmaction - INFO - Epoch [46][1120/3757] lr: 2.000e-03, eta: 1 day, 14:27:55, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8219, loss_cls: 1.5961, loss: 1.5961, grad_norm: 4.5845 2020-07-26 11:22:19,210 - mmaction - INFO - Epoch [46][1140/3757] lr: 2.000e-03, eta: 1 day, 14:27:41, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5401, loss: 1.5401, grad_norm: 4.6638 2020-07-26 11:22:33,005 - mmaction - INFO - Epoch [46][1160/3757] lr: 2.000e-03, eta: 1 day, 14:27:28, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5243, loss: 1.5243, grad_norm: 4.4930 2020-07-26 11:22:46,915 - mmaction - INFO - Epoch [46][1180/3757] lr: 2.000e-03, eta: 1 day, 14:27:15, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.5837 2020-07-26 11:23:01,322 - mmaction - INFO - Epoch [46][1200/3757] lr: 2.000e-03, eta: 1 day, 14:27:02, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8414, loss_cls: 1.5047, loss: 1.5047, grad_norm: 4.5866 2020-07-26 11:23:14,746 - mmaction - INFO - Epoch [46][1220/3757] lr: 2.000e-03, eta: 1 day, 14:26:49, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.6090, loss: 1.6090, grad_norm: 4.4589 2020-07-26 11:23:28,814 - mmaction - INFO - Epoch [46][1240/3757] lr: 2.000e-03, eta: 1 day, 14:26:36, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8273, loss_cls: 1.5698, loss: 1.5698, grad_norm: 4.5120 2020-07-26 11:23:42,857 - mmaction - INFO - Epoch [46][1260/3757] lr: 2.000e-03, eta: 1 day, 14:26:23, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5666, loss: 1.5666, grad_norm: 4.5293 2020-07-26 11:23:55,952 - mmaction - INFO - Epoch [46][1280/3757] lr: 2.000e-03, eta: 1 day, 14:26:10, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.5540 2020-07-26 11:24:10,567 - mmaction - INFO - Epoch [46][1300/3757] lr: 2.000e-03, eta: 1 day, 14:25:57, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6124, loss: 1.6124, grad_norm: 4.6070 2020-07-26 11:24:23,797 - mmaction - INFO - Epoch [46][1320/3757] lr: 2.000e-03, eta: 1 day, 14:25:44, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.5088, loss: 1.5088, grad_norm: 4.5479 2020-07-26 11:24:37,714 - mmaction - INFO - Epoch [46][1340/3757] lr: 2.000e-03, eta: 1 day, 14:25:31, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4957, loss: 1.4957, grad_norm: 4.4526 2020-07-26 11:24:51,474 - mmaction - INFO - Epoch [46][1360/3757] lr: 2.000e-03, eta: 1 day, 14:25:18, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5476, loss: 1.5476, grad_norm: 4.4695 2020-07-26 11:25:05,298 - mmaction - INFO - Epoch [46][1380/3757] lr: 2.000e-03, eta: 1 day, 14:25:05, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5163, loss: 1.5163, grad_norm: 4.4407 2020-07-26 11:25:18,878 - mmaction - INFO - Epoch [46][1400/3757] lr: 2.000e-03, eta: 1 day, 14:24:51, time: 0.679, data_time: 0.001, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.6045, loss: 1.6045, grad_norm: 4.4851 2020-07-26 11:25:33,516 - mmaction - INFO - Epoch [46][1420/3757] lr: 2.000e-03, eta: 1 day, 14:24:39, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8086, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.5899 2020-07-26 11:25:47,545 - mmaction - INFO - Epoch [46][1440/3757] lr: 2.000e-03, eta: 1 day, 14:24:26, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.6392 2020-07-26 11:26:00,509 - mmaction - INFO - Epoch [46][1460/3757] lr: 2.000e-03, eta: 1 day, 14:24:12, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8469, loss_cls: 1.5402, loss: 1.5402, grad_norm: 4.4439 2020-07-26 11:26:14,434 - mmaction - INFO - Epoch [46][1480/3757] lr: 2.000e-03, eta: 1 day, 14:23:59, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8344, loss_cls: 1.5527, loss: 1.5527, grad_norm: 4.5319 2020-07-26 11:26:28,717 - mmaction - INFO - Epoch [46][1500/3757] lr: 2.000e-03, eta: 1 day, 14:23:47, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5664, loss: 1.5664, grad_norm: 4.4357 2020-07-26 11:26:42,564 - mmaction - INFO - Epoch [46][1520/3757] lr: 2.000e-03, eta: 1 day, 14:23:34, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6117, loss: 1.6117, grad_norm: 4.5384 2020-07-26 11:26:56,345 - mmaction - INFO - Epoch [46][1540/3757] lr: 2.000e-03, eta: 1 day, 14:23:21, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5743, loss: 1.5743, grad_norm: 4.5209 2020-07-26 11:27:10,259 - mmaction - INFO - Epoch [46][1560/3757] lr: 2.000e-03, eta: 1 day, 14:23:08, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5561, loss: 1.5561, grad_norm: 4.5233 2020-07-26 11:27:24,159 - mmaction - INFO - Epoch [46][1580/3757] lr: 2.000e-03, eta: 1 day, 14:22:55, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5538, loss: 1.5538, grad_norm: 4.4213 2020-07-26 11:27:37,349 - mmaction - INFO - Epoch [46][1600/3757] lr: 2.000e-03, eta: 1 day, 14:22:41, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5675, loss: 1.5675, grad_norm: 4.5176 2020-07-26 11:27:50,929 - mmaction - INFO - Epoch [46][1620/3757] lr: 2.000e-03, eta: 1 day, 14:22:28, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6306, loss: 1.6306, grad_norm: 4.5746 2020-07-26 11:28:04,828 - mmaction - INFO - Epoch [46][1640/3757] lr: 2.000e-03, eta: 1 day, 14:22:14, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4775, loss: 1.4775, grad_norm: 4.3632 2020-07-26 11:28:18,393 - mmaction - INFO - Epoch [46][1660/3757] lr: 2.000e-03, eta: 1 day, 14:22:01, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5093, loss: 1.5093, grad_norm: 4.4932 2020-07-26 11:28:31,725 - mmaction - INFO - Epoch [46][1680/3757] lr: 2.000e-03, eta: 1 day, 14:21:47, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4651, loss: 1.4651, grad_norm: 4.3389 2020-07-26 11:28:45,809 - mmaction - INFO - Epoch [46][1700/3757] lr: 2.000e-03, eta: 1 day, 14:21:35, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5409, loss: 1.5409, grad_norm: 4.3769 2020-07-26 11:28:59,559 - mmaction - INFO - Epoch [46][1720/3757] lr: 2.000e-03, eta: 1 day, 14:21:21, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5466, loss: 1.5466, grad_norm: 4.5361 2020-07-26 11:29:12,519 - mmaction - INFO - Epoch [46][1740/3757] lr: 2.000e-03, eta: 1 day, 14:21:08, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8453, loss_cls: 1.5184, loss: 1.5184, grad_norm: 4.3944 2020-07-26 11:29:26,909 - mmaction - INFO - Epoch [46][1760/3757] lr: 2.000e-03, eta: 1 day, 14:20:55, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.7323 2020-07-26 11:29:41,226 - mmaction - INFO - Epoch [46][1780/3757] lr: 2.000e-03, eta: 1 day, 14:20:43, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5428, loss: 1.5428, grad_norm: 4.3833 2020-07-26 11:29:55,535 - mmaction - INFO - Epoch [46][1800/3757] lr: 2.000e-03, eta: 1 day, 14:20:30, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5245, loss: 1.5245, grad_norm: 4.5737 2020-07-26 11:30:09,641 - mmaction - INFO - Epoch [46][1820/3757] lr: 2.000e-03, eta: 1 day, 14:20:17, time: 0.707, data_time: 0.009, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5660, loss: 1.5660, grad_norm: 4.5629 2020-07-26 11:30:23,414 - mmaction - INFO - Epoch [46][1840/3757] lr: 2.000e-03, eta: 1 day, 14:20:04, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8391, loss_cls: 1.5665, loss: 1.5665, grad_norm: 4.6398 2020-07-26 11:30:37,911 - mmaction - INFO - Epoch [46][1860/3757] lr: 2.000e-03, eta: 1 day, 14:19:52, time: 0.725, data_time: 0.003, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5310, loss: 1.5310, grad_norm: 4.3977 2020-07-26 11:30:51,153 - mmaction - INFO - Epoch [46][1880/3757] lr: 2.000e-03, eta: 1 day, 14:19:38, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.5627, loss: 1.5627, grad_norm: 4.5376 2020-07-26 11:31:04,554 - mmaction - INFO - Epoch [46][1900/3757] lr: 2.000e-03, eta: 1 day, 14:19:25, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5567, loss: 1.5567, grad_norm: 4.4272 2020-07-26 11:31:20,017 - mmaction - INFO - Epoch [46][1920/3757] lr: 2.000e-03, eta: 1 day, 14:19:14, time: 0.769, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6199, loss: 1.6199, grad_norm: 4.6100 2020-07-26 11:31:33,560 - mmaction - INFO - Epoch [46][1940/3757] lr: 2.000e-03, eta: 1 day, 14:19:00, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.5561 2020-07-26 11:31:47,639 - mmaction - INFO - Epoch [46][1960/3757] lr: 2.000e-03, eta: 1 day, 14:18:47, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.6011 2020-07-26 11:32:01,030 - mmaction - INFO - Epoch [46][1980/3757] lr: 2.000e-03, eta: 1 day, 14:18:34, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5317, loss: 1.5317, grad_norm: 4.3818 2020-07-26 11:32:14,793 - mmaction - INFO - Epoch [46][2000/3757] lr: 2.000e-03, eta: 1 day, 14:18:21, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5509, loss: 1.5509, grad_norm: 4.4103 2020-07-26 11:32:27,801 - mmaction - INFO - Epoch [46][2020/3757] lr: 2.000e-03, eta: 1 day, 14:18:07, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5484, loss: 1.5484, grad_norm: 4.5653 2020-07-26 11:32:42,197 - mmaction - INFO - Epoch [46][2040/3757] lr: 2.000e-03, eta: 1 day, 14:17:54, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5779, loss: 1.5779, grad_norm: 4.4946 2020-07-26 11:32:56,319 - mmaction - INFO - Epoch [46][2060/3757] lr: 2.000e-03, eta: 1 day, 14:17:42, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.5125, loss: 1.5125, grad_norm: 4.5020 2020-07-26 11:33:09,399 - mmaction - INFO - Epoch [46][2080/3757] lr: 2.000e-03, eta: 1 day, 14:17:28, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5104, loss: 1.5104, grad_norm: 4.4807 2020-07-26 11:33:24,118 - mmaction - INFO - Epoch [46][2100/3757] lr: 2.000e-03, eta: 1 day, 14:17:16, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6401, loss: 1.6401, grad_norm: 4.6447 2020-07-26 11:33:37,978 - mmaction - INFO - Epoch [46][2120/3757] lr: 2.000e-03, eta: 1 day, 14:17:03, time: 0.693, data_time: 0.003, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.5526 2020-07-26 11:33:51,311 - mmaction - INFO - Epoch [46][2140/3757] lr: 2.000e-03, eta: 1 day, 14:16:49, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.5158, loss: 1.5158, grad_norm: 4.4008 2020-07-26 11:34:05,065 - mmaction - INFO - Epoch [46][2160/3757] lr: 2.000e-03, eta: 1 day, 14:16:36, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.4931, loss: 1.4931, grad_norm: 4.4491 2020-07-26 11:34:18,943 - mmaction - INFO - Epoch [46][2180/3757] lr: 2.000e-03, eta: 1 day, 14:16:23, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5266, loss: 1.5266, grad_norm: 4.5300 2020-07-26 11:34:32,855 - mmaction - INFO - Epoch [46][2200/3757] lr: 2.000e-03, eta: 1 day, 14:16:10, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4821, loss: 1.4821, grad_norm: 4.4374 2020-07-26 11:34:47,769 - mmaction - INFO - Epoch [46][2220/3757] lr: 2.000e-03, eta: 1 day, 14:15:58, time: 0.749, data_time: 0.008, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.6717 2020-07-26 11:35:02,138 - mmaction - INFO - Epoch [46][2240/3757] lr: 2.000e-03, eta: 1 day, 14:15:46, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5273, loss: 1.5273, grad_norm: 4.4655 2020-07-26 11:35:15,891 - mmaction - INFO - Epoch [46][2260/3757] lr: 2.000e-03, eta: 1 day, 14:15:33, time: 0.687, data_time: 0.002, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5698, loss: 1.5698, grad_norm: 4.6144 2020-07-26 11:35:29,825 - mmaction - INFO - Epoch [46][2280/3757] lr: 2.000e-03, eta: 1 day, 14:15:20, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5047, loss: 1.5047, grad_norm: 4.6299 2020-07-26 11:35:43,274 - mmaction - INFO - Epoch [46][2300/3757] lr: 2.000e-03, eta: 1 day, 14:15:06, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5942, loss: 1.5942, grad_norm: 4.5421 2020-07-26 11:35:57,312 - mmaction - INFO - Epoch [46][2320/3757] lr: 2.000e-03, eta: 1 day, 14:14:53, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6131, loss: 1.6131, grad_norm: 4.6166 2020-07-26 11:36:10,731 - mmaction - INFO - Epoch [46][2340/3757] lr: 2.000e-03, eta: 1 day, 14:14:40, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.5389 2020-07-26 11:36:24,341 - mmaction - INFO - Epoch [46][2360/3757] lr: 2.000e-03, eta: 1 day, 14:14:26, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8414, loss_cls: 1.5136, loss: 1.5136, grad_norm: 4.5336 2020-07-26 11:36:37,681 - mmaction - INFO - Epoch [46][2380/3757] lr: 2.000e-03, eta: 1 day, 14:14:13, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.5892 2020-07-26 11:36:51,023 - mmaction - INFO - Epoch [46][2400/3757] lr: 2.000e-03, eta: 1 day, 14:13:59, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.5975, loss: 1.5975, grad_norm: 4.5394 2020-07-26 11:37:04,266 - mmaction - INFO - Epoch [46][2420/3757] lr: 2.000e-03, eta: 1 day, 14:13:45, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6808, loss: 1.6808, grad_norm: 4.6012 2020-07-26 11:37:18,101 - mmaction - INFO - Epoch [46][2440/3757] lr: 2.000e-03, eta: 1 day, 14:13:32, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5152, loss: 1.5152, grad_norm: 4.4912 2020-07-26 11:37:32,305 - mmaction - INFO - Epoch [46][2460/3757] lr: 2.000e-03, eta: 1 day, 14:13:20, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.4933 2020-07-26 11:37:45,325 - mmaction - INFO - Epoch [46][2480/3757] lr: 2.000e-03, eta: 1 day, 14:13:06, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.5872, loss: 1.5872, grad_norm: 4.5606 2020-07-26 11:37:58,593 - mmaction - INFO - Epoch [46][2500/3757] lr: 2.000e-03, eta: 1 day, 14:12:52, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5809, loss: 1.5809, grad_norm: 4.5301 2020-07-26 11:38:12,065 - mmaction - INFO - Epoch [46][2520/3757] lr: 2.000e-03, eta: 1 day, 14:12:38, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8406, loss_cls: 1.5237, loss: 1.5237, grad_norm: 4.6318 2020-07-26 11:38:25,768 - mmaction - INFO - Epoch [46][2540/3757] lr: 2.000e-03, eta: 1 day, 14:12:25, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.6090, loss: 1.6090, grad_norm: 4.5789 2020-07-26 11:38:40,508 - mmaction - INFO - Epoch [46][2560/3757] lr: 2.000e-03, eta: 1 day, 14:12:13, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5844, loss: 1.5844, grad_norm: 4.4643 2020-07-26 11:38:54,208 - mmaction - INFO - Epoch [46][2580/3757] lr: 2.000e-03, eta: 1 day, 14:12:00, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.5493, loss: 1.5493, grad_norm: 4.7319 2020-07-26 11:39:07,573 - mmaction - INFO - Epoch [46][2600/3757] lr: 2.000e-03, eta: 1 day, 14:11:46, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.7206 2020-07-26 11:39:21,556 - mmaction - INFO - Epoch [46][2620/3757] lr: 2.000e-03, eta: 1 day, 14:11:34, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.6110 2020-07-26 11:39:34,773 - mmaction - INFO - Epoch [46][2640/3757] lr: 2.000e-03, eta: 1 day, 14:11:20, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8102, loss_cls: 1.6027, loss: 1.6027, grad_norm: 4.5377 2020-07-26 11:39:48,068 - mmaction - INFO - Epoch [46][2660/3757] lr: 2.000e-03, eta: 1 day, 14:11:06, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5568, loss: 1.5568, grad_norm: 4.4728 2020-07-26 11:40:01,387 - mmaction - INFO - Epoch [46][2680/3757] lr: 2.000e-03, eta: 1 day, 14:10:52, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5504, loss: 1.5504, grad_norm: 4.5991 2020-07-26 11:40:14,934 - mmaction - INFO - Epoch [46][2700/3757] lr: 2.000e-03, eta: 1 day, 14:10:39, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.5950, loss: 1.5950, grad_norm: 4.6410 2020-07-26 11:40:28,907 - mmaction - INFO - Epoch [46][2720/3757] lr: 2.000e-03, eta: 1 day, 14:10:26, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8172, loss_cls: 1.5901, loss: 1.5901, grad_norm: 4.5296 2020-07-26 11:40:42,154 - mmaction - INFO - Epoch [46][2740/3757] lr: 2.000e-03, eta: 1 day, 14:10:12, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5596, loss: 1.5596, grad_norm: 4.5534 2020-07-26 11:40:56,494 - mmaction - INFO - Epoch [46][2760/3757] lr: 2.000e-03, eta: 1 day, 14:10:00, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.6788 2020-07-26 11:41:09,803 - mmaction - INFO - Epoch [46][2780/3757] lr: 2.000e-03, eta: 1 day, 14:09:46, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5604, loss: 1.5604, grad_norm: 4.4472 2020-07-26 11:41:24,340 - mmaction - INFO - Epoch [46][2800/3757] lr: 2.000e-03, eta: 1 day, 14:09:34, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5739, loss: 1.5739, grad_norm: 4.5442 2020-07-26 11:41:37,491 - mmaction - INFO - Epoch [46][2820/3757] lr: 2.000e-03, eta: 1 day, 14:09:20, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6132, loss: 1.6132, grad_norm: 4.6903 2020-07-26 11:41:50,917 - mmaction - INFO - Epoch [46][2840/3757] lr: 2.000e-03, eta: 1 day, 14:09:07, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5767, loss: 1.5767, grad_norm: 4.3931 2020-07-26 11:42:04,314 - mmaction - INFO - Epoch [46][2860/3757] lr: 2.000e-03, eta: 1 day, 14:08:53, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8289, loss_cls: 1.5501, loss: 1.5501, grad_norm: 4.3980 2020-07-26 11:42:19,085 - mmaction - INFO - Epoch [46][2880/3757] lr: 2.000e-03, eta: 1 day, 14:08:41, time: 0.736, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6197, loss: 1.6197, grad_norm: 4.6682 2020-07-26 11:42:32,040 - mmaction - INFO - Epoch [46][2900/3757] lr: 2.000e-03, eta: 1 day, 14:08:27, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5719, loss: 1.5719, grad_norm: 4.5497 2020-07-26 11:42:45,875 - mmaction - INFO - Epoch [46][2920/3757] lr: 2.000e-03, eta: 1 day, 14:08:14, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.6844 2020-07-26 11:42:59,642 - mmaction - INFO - Epoch [46][2940/3757] lr: 2.000e-03, eta: 1 day, 14:08:01, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8453, loss_cls: 1.5420, loss: 1.5420, grad_norm: 4.5144 2020-07-26 11:43:13,883 - mmaction - INFO - Epoch [46][2960/3757] lr: 2.000e-03, eta: 1 day, 14:07:48, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5334, loss: 1.5334, grad_norm: 4.5348 2020-07-26 11:43:27,224 - mmaction - INFO - Epoch [46][2980/3757] lr: 2.000e-03, eta: 1 day, 14:07:35, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8344, loss_cls: 1.5571, loss: 1.5571, grad_norm: 4.4461 2020-07-26 11:43:41,347 - mmaction - INFO - Epoch [46][3000/3757] lr: 2.000e-03, eta: 1 day, 14:07:22, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5430, loss: 1.5430, grad_norm: 4.4475 2020-07-26 11:43:54,484 - mmaction - INFO - Epoch [46][3020/3757] lr: 2.000e-03, eta: 1 day, 14:07:08, time: 0.657, data_time: 0.002, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5222, loss: 1.5222, grad_norm: 4.4214 2020-07-26 11:44:09,238 - mmaction - INFO - Epoch [46][3040/3757] lr: 2.000e-03, eta: 1 day, 14:06:56, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5495, loss: 1.5495, grad_norm: 4.4232 2020-07-26 11:44:22,952 - mmaction - INFO - Epoch [46][3060/3757] lr: 2.000e-03, eta: 1 day, 14:06:43, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.5158, loss: 1.5158, grad_norm: 4.5001 2020-07-26 11:44:36,536 - mmaction - INFO - Epoch [46][3080/3757] lr: 2.000e-03, eta: 1 day, 14:06:29, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.5838, loss: 1.5838, grad_norm: 4.5860 2020-07-26 11:44:50,423 - mmaction - INFO - Epoch [46][3100/3757] lr: 2.000e-03, eta: 1 day, 14:06:16, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.6016, loss: 1.6016, grad_norm: 4.6519 2020-07-26 11:45:04,476 - mmaction - INFO - Epoch [46][3120/3757] lr: 2.000e-03, eta: 1 day, 14:06:04, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5577, loss: 1.5577, grad_norm: 4.4657 2020-07-26 11:45:18,075 - mmaction - INFO - Epoch [46][3140/3757] lr: 2.000e-03, eta: 1 day, 14:05:50, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.5246, loss: 1.5246, grad_norm: 4.5060 2020-07-26 11:45:31,871 - mmaction - INFO - Epoch [46][3160/3757] lr: 2.000e-03, eta: 1 day, 14:05:37, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.5829 2020-07-26 11:45:46,665 - mmaction - INFO - Epoch [46][3180/3757] lr: 2.000e-03, eta: 1 day, 14:05:25, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5255, loss: 1.5255, grad_norm: 4.3905 2020-07-26 11:46:00,318 - mmaction - INFO - Epoch [46][3200/3757] lr: 2.000e-03, eta: 1 day, 14:05:12, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6210, loss: 1.6210, grad_norm: 4.7201 2020-07-26 11:46:14,440 - mmaction - INFO - Epoch [46][3220/3757] lr: 2.000e-03, eta: 1 day, 14:04:59, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.5703 2020-07-26 11:46:27,506 - mmaction - INFO - Epoch [46][3240/3757] lr: 2.000e-03, eta: 1 day, 14:04:45, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8258, loss_cls: 1.5401, loss: 1.5401, grad_norm: 4.4759 2020-07-26 11:46:41,442 - mmaction - INFO - Epoch [46][3260/3757] lr: 2.000e-03, eta: 1 day, 14:04:32, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.5703, loss: 1.5703, grad_norm: 4.6443 2020-07-26 11:46:55,698 - mmaction - INFO - Epoch [46][3280/3757] lr: 2.000e-03, eta: 1 day, 14:04:20, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5564, loss: 1.5564, grad_norm: 4.5822 2020-07-26 11:47:09,852 - mmaction - INFO - Epoch [46][3300/3757] lr: 2.000e-03, eta: 1 day, 14:04:07, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8172, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.5960 2020-07-26 11:47:24,780 - mmaction - INFO - Epoch [46][3320/3757] lr: 2.000e-03, eta: 1 day, 14:03:55, time: 0.746, data_time: 0.004, memory: 7079, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.6420 2020-07-26 11:47:38,451 - mmaction - INFO - Epoch [46][3340/3757] lr: 2.000e-03, eta: 1 day, 14:03:42, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.6001 2020-07-26 11:47:51,711 - mmaction - INFO - Epoch [46][3360/3757] lr: 2.000e-03, eta: 1 day, 14:03:28, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5771, loss: 1.5771, grad_norm: 4.5087 2020-07-26 11:48:05,019 - mmaction - INFO - Epoch [46][3380/3757] lr: 2.000e-03, eta: 1 day, 14:03:15, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8141, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.6603 2020-07-26 11:48:18,754 - mmaction - INFO - Epoch [46][3400/3757] lr: 2.000e-03, eta: 1 day, 14:03:02, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5379, loss: 1.5379, grad_norm: 4.5742 2020-07-26 11:48:31,993 - mmaction - INFO - Epoch [46][3420/3757] lr: 2.000e-03, eta: 1 day, 14:02:48, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8492, loss_cls: 1.5389, loss: 1.5389, grad_norm: 4.6412 2020-07-26 11:48:45,269 - mmaction - INFO - Epoch [46][3440/3757] lr: 2.000e-03, eta: 1 day, 14:02:34, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6641, loss: 1.6641, grad_norm: 4.7470 2020-07-26 11:48:59,316 - mmaction - INFO - Epoch [46][3460/3757] lr: 2.000e-03, eta: 1 day, 14:02:21, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.5027, loss: 1.5027, grad_norm: 4.4532 2020-07-26 11:49:12,512 - mmaction - INFO - Epoch [46][3480/3757] lr: 2.000e-03, eta: 1 day, 14:02:07, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.6721 2020-07-26 11:49:26,695 - mmaction - INFO - Epoch [46][3500/3757] lr: 2.000e-03, eta: 1 day, 14:01:55, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5601, loss: 1.5601, grad_norm: 4.4936 2020-07-26 11:49:40,823 - mmaction - INFO - Epoch [46][3520/3757] lr: 2.000e-03, eta: 1 day, 14:01:42, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5628, loss: 1.5628, grad_norm: 4.6752 2020-07-26 11:49:54,074 - mmaction - INFO - Epoch [46][3540/3757] lr: 2.000e-03, eta: 1 day, 14:01:28, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.6884 2020-07-26 11:50:07,368 - mmaction - INFO - Epoch [46][3560/3757] lr: 2.000e-03, eta: 1 day, 14:01:15, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8562, loss_cls: 1.4652, loss: 1.4652, grad_norm: 4.5030 2020-07-26 11:50:21,325 - mmaction - INFO - Epoch [46][3580/3757] lr: 2.000e-03, eta: 1 day, 14:01:02, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.7073 2020-07-26 11:50:34,668 - mmaction - INFO - Epoch [46][3600/3757] lr: 2.000e-03, eta: 1 day, 14:00:48, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.5876, loss: 1.5876, grad_norm: 4.6219 2020-07-26 11:50:48,945 - mmaction - INFO - Epoch [46][3620/3757] lr: 2.000e-03, eta: 1 day, 14:00:35, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6213, loss: 1.6213, grad_norm: 4.6567 2020-07-26 11:51:02,966 - mmaction - INFO - Epoch [46][3640/3757] lr: 2.000e-03, eta: 1 day, 14:00:23, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8172, loss_cls: 1.6039, loss: 1.6039, grad_norm: 4.6281 2020-07-26 11:51:16,248 - mmaction - INFO - Epoch [46][3660/3757] lr: 2.000e-03, eta: 1 day, 14:00:09, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5458, loss: 1.5458, grad_norm: 4.5131 2020-07-26 11:51:29,745 - mmaction - INFO - Epoch [46][3680/3757] lr: 2.000e-03, eta: 1 day, 13:59:55, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5027, loss: 1.5027, grad_norm: 4.4964 2020-07-26 11:51:44,254 - mmaction - INFO - Epoch [46][3700/3757] lr: 2.000e-03, eta: 1 day, 13:59:43, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5639, loss: 1.5639, grad_norm: 4.5927 2020-07-26 11:51:58,309 - mmaction - INFO - Epoch [46][3720/3757] lr: 2.000e-03, eta: 1 day, 13:59:30, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6194, loss: 1.6194, grad_norm: 4.6593 2020-07-26 11:52:11,540 - mmaction - INFO - Epoch [46][3740/3757] lr: 2.000e-03, eta: 1 day, 13:59:17, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5692, loss: 1.5692, grad_norm: 4.7233 2020-07-26 11:52:23,010 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-07-26 11:52:45,730 - mmaction - INFO - Epoch [47][20/3757] lr: 2.000e-03, eta: 1 day, 13:58:47, time: 1.037, data_time: 0.367, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.5010, loss: 1.5010, grad_norm: 4.4761 2020-07-26 11:52:58,138 - mmaction - INFO - Epoch [47][40/3757] lr: 2.000e-03, eta: 1 day, 13:58:32, time: 0.621, data_time: 0.003, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.5278, loss: 1.5278, grad_norm: 4.4917 2020-07-26 11:53:11,938 - mmaction - INFO - Epoch [47][60/3757] lr: 2.000e-03, eta: 1 day, 13:58:19, time: 0.689, data_time: 0.002, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8086, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.5254 2020-07-26 11:53:26,018 - mmaction - INFO - Epoch [47][80/3757] lr: 2.000e-03, eta: 1 day, 13:58:06, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.4813 2020-07-26 11:53:39,513 - mmaction - INFO - Epoch [47][100/3757] lr: 2.000e-03, eta: 1 day, 13:57:53, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.5368 2020-07-26 11:53:53,328 - mmaction - INFO - Epoch [47][120/3757] lr: 2.000e-03, eta: 1 day, 13:57:39, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5842, loss: 1.5842, grad_norm: 4.4836 2020-07-26 11:54:06,541 - mmaction - INFO - Epoch [47][140/3757] lr: 2.000e-03, eta: 1 day, 13:57:26, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.6413 2020-07-26 11:54:20,567 - mmaction - INFO - Epoch [47][160/3757] lr: 2.000e-03, eta: 1 day, 13:57:13, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5438, loss: 1.5438, grad_norm: 4.5529 2020-07-26 11:54:34,001 - mmaction - INFO - Epoch [47][180/3757] lr: 2.000e-03, eta: 1 day, 13:56:59, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5786, loss: 1.5786, grad_norm: 4.4703 2020-07-26 11:54:47,693 - mmaction - INFO - Epoch [47][200/3757] lr: 2.000e-03, eta: 1 day, 13:56:46, time: 0.685, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4728, loss: 1.4728, grad_norm: 4.4753 2020-07-26 11:55:01,116 - mmaction - INFO - Epoch [47][220/3757] lr: 2.000e-03, eta: 1 day, 13:56:33, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6072, loss: 1.6072, grad_norm: 4.6442 2020-07-26 11:55:14,304 - mmaction - INFO - Epoch [47][240/3757] lr: 2.000e-03, eta: 1 day, 13:56:19, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5846, loss: 1.5846, grad_norm: 4.5420 2020-07-26 11:55:27,806 - mmaction - INFO - Epoch [47][260/3757] lr: 2.000e-03, eta: 1 day, 13:56:05, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.5987, loss: 1.5987, grad_norm: 4.6054 2020-07-26 11:55:41,693 - mmaction - INFO - Epoch [47][280/3757] lr: 2.000e-03, eta: 1 day, 13:55:52, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.6163 2020-07-26 11:55:55,621 - mmaction - INFO - Epoch [47][300/3757] lr: 2.000e-03, eta: 1 day, 13:55:39, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.7880 2020-07-26 11:56:09,745 - mmaction - INFO - Epoch [47][320/3757] lr: 2.000e-03, eta: 1 day, 13:55:27, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5031, loss: 1.5031, grad_norm: 4.4341 2020-07-26 11:56:23,103 - mmaction - INFO - Epoch [47][340/3757] lr: 2.000e-03, eta: 1 day, 13:55:13, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6198, loss: 1.6198, grad_norm: 4.6621 2020-07-26 11:56:36,332 - mmaction - INFO - Epoch [47][360/3757] lr: 2.000e-03, eta: 1 day, 13:54:59, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5767, loss: 1.5767, grad_norm: 4.7042 2020-07-26 11:56:50,634 - mmaction - INFO - Epoch [47][380/3757] lr: 2.000e-03, eta: 1 day, 13:54:47, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5269, loss: 1.5269, grad_norm: 4.5209 2020-07-26 11:57:04,408 - mmaction - INFO - Epoch [47][400/3757] lr: 2.000e-03, eta: 1 day, 13:54:33, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5542, loss: 1.5542, grad_norm: 4.4420 2020-07-26 11:57:17,649 - mmaction - INFO - Epoch [47][420/3757] lr: 2.000e-03, eta: 1 day, 13:54:20, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.4836 2020-07-26 11:57:31,410 - mmaction - INFO - Epoch [47][440/3757] lr: 2.000e-03, eta: 1 day, 13:54:07, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8156, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.5713 2020-07-26 11:57:44,991 - mmaction - INFO - Epoch [47][460/3757] lr: 2.000e-03, eta: 1 day, 13:53:53, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5232, loss: 1.5232, grad_norm: 4.4834 2020-07-26 11:57:58,126 - mmaction - INFO - Epoch [47][480/3757] lr: 2.000e-03, eta: 1 day, 13:53:39, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8602, loss_cls: 1.4256, loss: 1.4256, grad_norm: 4.4413 2020-07-26 11:58:11,537 - mmaction - INFO - Epoch [47][500/3757] lr: 2.000e-03, eta: 1 day, 13:53:26, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5559, loss: 1.5559, grad_norm: 4.5048 2020-07-26 11:58:26,012 - mmaction - INFO - Epoch [47][520/3757] lr: 2.000e-03, eta: 1 day, 13:53:13, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5806, loss: 1.5806, grad_norm: 4.6936 2020-07-26 11:58:40,026 - mmaction - INFO - Epoch [47][540/3757] lr: 2.000e-03, eta: 1 day, 13:53:01, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5363, loss: 1.5363, grad_norm: 4.5237 2020-07-26 11:58:53,032 - mmaction - INFO - Epoch [47][560/3757] lr: 2.000e-03, eta: 1 day, 13:52:47, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4862, loss: 1.4862, grad_norm: 4.5377 2020-07-26 11:59:07,263 - mmaction - INFO - Epoch [47][580/3757] lr: 2.000e-03, eta: 1 day, 13:52:34, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5491, loss: 1.5491, grad_norm: 4.6518 2020-07-26 11:59:20,980 - mmaction - INFO - Epoch [47][600/3757] lr: 2.000e-03, eta: 1 day, 13:52:21, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5274, loss: 1.5274, grad_norm: 4.5864 2020-07-26 11:59:34,367 - mmaction - INFO - Epoch [47][620/3757] lr: 2.000e-03, eta: 1 day, 13:52:07, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5302, loss: 1.5302, grad_norm: 4.6270 2020-07-26 11:59:48,800 - mmaction - INFO - Epoch [47][640/3757] lr: 2.000e-03, eta: 1 day, 13:51:55, time: 0.722, data_time: 0.003, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4589, loss: 1.4589, grad_norm: 4.6453 2020-07-26 12:00:01,848 - mmaction - INFO - Epoch [47][660/3757] lr: 2.000e-03, eta: 1 day, 13:51:41, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4675, loss: 1.4675, grad_norm: 4.4176 2020-07-26 12:00:17,061 - mmaction - INFO - Epoch [47][680/3757] lr: 2.000e-03, eta: 1 day, 13:51:29, time: 0.752, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6182, loss: 1.6182, grad_norm: 4.6323 2020-07-26 12:00:31,108 - mmaction - INFO - Epoch [47][700/3757] lr: 2.000e-03, eta: 1 day, 13:51:16, time: 0.711, data_time: 0.024, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4973, loss: 1.4973, grad_norm: 4.5086 2020-07-26 12:00:44,606 - mmaction - INFO - Epoch [47][720/3757] lr: 2.000e-03, eta: 1 day, 13:51:03, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8234, loss_cls: 1.5376, loss: 1.5376, grad_norm: 4.5576 2020-07-26 12:00:59,388 - mmaction - INFO - Epoch [47][740/3757] lr: 2.000e-03, eta: 1 day, 13:50:51, time: 0.739, data_time: 0.002, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.6023, loss: 1.6023, grad_norm: 4.7814 2020-07-26 12:01:13,068 - mmaction - INFO - Epoch [47][760/3757] lr: 2.000e-03, eta: 1 day, 13:50:38, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.5895 2020-07-26 12:01:27,513 - mmaction - INFO - Epoch [47][780/3757] lr: 2.000e-03, eta: 1 day, 13:50:26, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5222, loss: 1.5222, grad_norm: 4.4495 2020-07-26 12:01:40,979 - mmaction - INFO - Epoch [47][800/3757] lr: 2.000e-03, eta: 1 day, 13:50:12, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4935, loss: 1.4935, grad_norm: 4.4568 2020-07-26 12:01:54,318 - mmaction - INFO - Epoch [47][820/3757] lr: 2.000e-03, eta: 1 day, 13:49:58, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8242, loss_cls: 1.5375, loss: 1.5375, grad_norm: 4.4986 2020-07-26 12:02:08,786 - mmaction - INFO - Epoch [47][840/3757] lr: 2.000e-03, eta: 1 day, 13:49:46, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5860, loss: 1.5860, grad_norm: 4.6448 2020-07-26 12:02:22,358 - mmaction - INFO - Epoch [47][860/3757] lr: 2.000e-03, eta: 1 day, 13:49:33, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.6130 2020-07-26 12:02:36,514 - mmaction - INFO - Epoch [47][880/3757] lr: 2.000e-03, eta: 1 day, 13:49:20, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6305, loss: 1.6305, grad_norm: 4.7354 2020-07-26 12:02:50,415 - mmaction - INFO - Epoch [47][900/3757] lr: 2.000e-03, eta: 1 day, 13:49:07, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4503, loss: 1.4503, grad_norm: 4.4269 2020-07-26 12:03:04,601 - mmaction - INFO - Epoch [47][920/3757] lr: 2.000e-03, eta: 1 day, 13:48:54, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4511, loss: 1.4511, grad_norm: 4.5339 2020-07-26 12:03:17,437 - mmaction - INFO - Epoch [47][940/3757] lr: 2.000e-03, eta: 1 day, 13:48:40, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5148, loss: 1.5148, grad_norm: 4.5867 2020-07-26 12:03:31,059 - mmaction - INFO - Epoch [47][960/3757] lr: 2.000e-03, eta: 1 day, 13:48:27, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5004, loss: 1.5004, grad_norm: 4.6691 2020-07-26 12:03:44,548 - mmaction - INFO - Epoch [47][980/3757] lr: 2.000e-03, eta: 1 day, 13:48:13, time: 0.677, data_time: 0.009, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.5324 2020-07-26 12:03:58,276 - mmaction - INFO - Epoch [47][1000/3757] lr: 2.000e-03, eta: 1 day, 13:48:00, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8406, loss_cls: 1.5766, loss: 1.5766, grad_norm: 4.5798 2020-07-26 12:04:12,837 - mmaction - INFO - Epoch [47][1020/3757] lr: 2.000e-03, eta: 1 day, 13:47:48, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6162, loss: 1.6162, grad_norm: 4.7610 2020-07-26 12:04:27,329 - mmaction - INFO - Epoch [47][1040/3757] lr: 2.000e-03, eta: 1 day, 13:47:35, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5975, loss: 1.5975, grad_norm: 4.5646 2020-07-26 12:04:40,575 - mmaction - INFO - Epoch [47][1060/3757] lr: 2.000e-03, eta: 1 day, 13:47:22, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5538, loss: 1.5538, grad_norm: 4.5020 2020-07-26 12:04:54,879 - mmaction - INFO - Epoch [47][1080/3757] lr: 2.000e-03, eta: 1 day, 13:47:09, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.5957, loss: 1.5957, grad_norm: 4.5676 2020-07-26 12:05:08,992 - mmaction - INFO - Epoch [47][1100/3757] lr: 2.000e-03, eta: 1 day, 13:46:56, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6088, loss: 1.6088, grad_norm: 4.5144 2020-07-26 12:05:22,190 - mmaction - INFO - Epoch [47][1120/3757] lr: 2.000e-03, eta: 1 day, 13:46:43, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5896, loss: 1.5896, grad_norm: 4.5549 2020-07-26 12:05:36,896 - mmaction - INFO - Epoch [47][1140/3757] lr: 2.000e-03, eta: 1 day, 13:46:31, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5813, loss: 1.5813, grad_norm: 4.5485 2020-07-26 12:05:50,186 - mmaction - INFO - Epoch [47][1160/3757] lr: 2.000e-03, eta: 1 day, 13:46:17, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4743, loss: 1.4743, grad_norm: 4.5417 2020-07-26 12:06:03,929 - mmaction - INFO - Epoch [47][1180/3757] lr: 2.000e-03, eta: 1 day, 13:46:04, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4732, loss: 1.4732, grad_norm: 4.3963 2020-07-26 12:06:17,669 - mmaction - INFO - Epoch [47][1200/3757] lr: 2.000e-03, eta: 1 day, 13:45:51, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4971, loss: 1.4971, grad_norm: 4.5402 2020-07-26 12:06:31,382 - mmaction - INFO - Epoch [47][1220/3757] lr: 2.000e-03, eta: 1 day, 13:45:37, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5244, loss: 1.5244, grad_norm: 4.5351 2020-07-26 12:06:45,233 - mmaction - INFO - Epoch [47][1240/3757] lr: 2.000e-03, eta: 1 day, 13:45:24, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8156, loss_cls: 1.5819, loss: 1.5819, grad_norm: 4.4899 2020-07-26 12:06:59,722 - mmaction - INFO - Epoch [47][1260/3757] lr: 2.000e-03, eta: 1 day, 13:45:12, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5390, loss: 1.5390, grad_norm: 4.5890 2020-07-26 12:07:13,802 - mmaction - INFO - Epoch [47][1280/3757] lr: 2.000e-03, eta: 1 day, 13:44:59, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6348, loss: 1.6348, grad_norm: 4.6612 2020-07-26 12:07:27,799 - mmaction - INFO - Epoch [47][1300/3757] lr: 2.000e-03, eta: 1 day, 13:44:46, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5246, loss: 1.5246, grad_norm: 4.5505 2020-07-26 12:07:42,740 - mmaction - INFO - Epoch [47][1320/3757] lr: 2.000e-03, eta: 1 day, 13:44:34, time: 0.746, data_time: 0.003, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.4457 2020-07-26 12:07:55,699 - mmaction - INFO - Epoch [47][1340/3757] lr: 2.000e-03, eta: 1 day, 13:44:20, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.6780 2020-07-26 12:08:09,095 - mmaction - INFO - Epoch [47][1360/3757] lr: 2.000e-03, eta: 1 day, 13:44:07, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8234, loss_cls: 1.5159, loss: 1.5159, grad_norm: 4.4822 2020-07-26 12:08:22,491 - mmaction - INFO - Epoch [47][1380/3757] lr: 2.000e-03, eta: 1 day, 13:43:53, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.5581, loss: 1.5581, grad_norm: 4.3807 2020-07-26 12:08:36,468 - mmaction - INFO - Epoch [47][1400/3757] lr: 2.000e-03, eta: 1 day, 13:43:40, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.6640 2020-07-26 12:08:50,265 - mmaction - INFO - Epoch [47][1420/3757] lr: 2.000e-03, eta: 1 day, 13:43:27, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5724, loss: 1.5724, grad_norm: 4.4867 2020-07-26 12:09:03,376 - mmaction - INFO - Epoch [47][1440/3757] lr: 2.000e-03, eta: 1 day, 13:43:13, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.5756, loss: 1.5756, grad_norm: 4.5852 2020-07-26 12:09:17,396 - mmaction - INFO - Epoch [47][1460/3757] lr: 2.000e-03, eta: 1 day, 13:43:00, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5441, loss: 1.5441, grad_norm: 4.5978 2020-07-26 12:09:30,823 - mmaction - INFO - Epoch [47][1480/3757] lr: 2.000e-03, eta: 1 day, 13:42:47, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4743, loss: 1.4743, grad_norm: 4.5219 2020-07-26 12:09:44,195 - mmaction - INFO - Epoch [47][1500/3757] lr: 2.000e-03, eta: 1 day, 13:42:33, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8070, loss_cls: 1.6059, loss: 1.6059, grad_norm: 4.6530 2020-07-26 12:09:58,444 - mmaction - INFO - Epoch [47][1520/3757] lr: 2.000e-03, eta: 1 day, 13:42:21, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5741, loss: 1.5741, grad_norm: 4.6034 2020-07-26 12:10:13,083 - mmaction - INFO - Epoch [47][1540/3757] lr: 2.000e-03, eta: 1 day, 13:42:08, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.4924 2020-07-26 12:10:26,144 - mmaction - INFO - Epoch [47][1560/3757] lr: 2.000e-03, eta: 1 day, 13:41:55, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.5153 2020-07-26 12:10:39,843 - mmaction - INFO - Epoch [47][1580/3757] lr: 2.000e-03, eta: 1 day, 13:41:41, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.6044, loss: 1.6044, grad_norm: 4.6898 2020-07-26 12:10:53,359 - mmaction - INFO - Epoch [47][1600/3757] lr: 2.000e-03, eta: 1 day, 13:41:28, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.5270, loss: 1.5270, grad_norm: 4.5738 2020-07-26 12:11:08,028 - mmaction - INFO - Epoch [47][1620/3757] lr: 2.000e-03, eta: 1 day, 13:41:16, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8148, loss_cls: 1.6011, loss: 1.6011, grad_norm: 4.6108 2020-07-26 12:11:21,432 - mmaction - INFO - Epoch [47][1640/3757] lr: 2.000e-03, eta: 1 day, 13:41:02, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.6194 2020-07-26 12:11:34,483 - mmaction - INFO - Epoch [47][1660/3757] lr: 2.000e-03, eta: 1 day, 13:40:48, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.6014 2020-07-26 12:11:47,860 - mmaction - INFO - Epoch [47][1680/3757] lr: 2.000e-03, eta: 1 day, 13:40:35, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.5892 2020-07-26 12:12:02,161 - mmaction - INFO - Epoch [47][1700/3757] lr: 2.000e-03, eta: 1 day, 13:40:22, time: 0.715, data_time: 0.002, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.6686 2020-07-26 12:12:15,309 - mmaction - INFO - Epoch [47][1720/3757] lr: 2.000e-03, eta: 1 day, 13:40:08, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.6412 2020-07-26 12:12:28,863 - mmaction - INFO - Epoch [47][1740/3757] lr: 2.000e-03, eta: 1 day, 13:39:55, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.5073, loss: 1.5073, grad_norm: 4.4863 2020-07-26 12:12:43,045 - mmaction - INFO - Epoch [47][1760/3757] lr: 2.000e-03, eta: 1 day, 13:39:42, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4855, loss: 1.4855, grad_norm: 4.3649 2020-07-26 12:12:56,626 - mmaction - INFO - Epoch [47][1780/3757] lr: 2.000e-03, eta: 1 day, 13:39:29, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5318, loss: 1.5318, grad_norm: 4.4661 2020-07-26 12:13:10,188 - mmaction - INFO - Epoch [47][1800/3757] lr: 2.000e-03, eta: 1 day, 13:39:15, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8094, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.6140 2020-07-26 12:13:23,807 - mmaction - INFO - Epoch [47][1820/3757] lr: 2.000e-03, eta: 1 day, 13:39:02, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5812, loss: 1.5812, grad_norm: 4.5816 2020-07-26 12:13:37,572 - mmaction - INFO - Epoch [47][1840/3757] lr: 2.000e-03, eta: 1 day, 13:38:49, time: 0.688, data_time: 0.002, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8211, loss_cls: 1.5235, loss: 1.5235, grad_norm: 4.4632 2020-07-26 12:13:51,179 - mmaction - INFO - Epoch [47][1860/3757] lr: 2.000e-03, eta: 1 day, 13:38:36, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5545, loss: 1.5545, grad_norm: 4.5163 2020-07-26 12:14:05,076 - mmaction - INFO - Epoch [47][1880/3757] lr: 2.000e-03, eta: 1 day, 13:38:23, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5408, loss: 1.5408, grad_norm: 4.6161 2020-07-26 12:14:19,478 - mmaction - INFO - Epoch [47][1900/3757] lr: 2.000e-03, eta: 1 day, 13:38:10, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.6047, loss: 1.6047, grad_norm: 4.6769 2020-07-26 12:14:33,953 - mmaction - INFO - Epoch [47][1920/3757] lr: 2.000e-03, eta: 1 day, 13:37:58, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5369, loss: 1.5369, grad_norm: 4.6357 2020-07-26 12:14:46,746 - mmaction - INFO - Epoch [47][1940/3757] lr: 2.000e-03, eta: 1 day, 13:37:43, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5570, loss: 1.5570, grad_norm: 4.5984 2020-07-26 12:15:00,543 - mmaction - INFO - Epoch [47][1960/3757] lr: 2.000e-03, eta: 1 day, 13:37:30, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6550, loss: 1.6550, grad_norm: 4.6668 2020-07-26 12:15:14,088 - mmaction - INFO - Epoch [47][1980/3757] lr: 2.000e-03, eta: 1 day, 13:37:17, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5597, loss: 1.5597, grad_norm: 4.6698 2020-07-26 12:15:27,855 - mmaction - INFO - Epoch [47][2000/3757] lr: 2.000e-03, eta: 1 day, 13:37:04, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6420, loss: 1.6420, grad_norm: 4.5679 2020-07-26 12:15:41,589 - mmaction - INFO - Epoch [47][2020/3757] lr: 2.000e-03, eta: 1 day, 13:36:51, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8094, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.6108 2020-07-26 12:15:55,952 - mmaction - INFO - Epoch [47][2040/3757] lr: 2.000e-03, eta: 1 day, 13:36:38, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.6056 2020-07-26 12:16:09,616 - mmaction - INFO - Epoch [47][2060/3757] lr: 2.000e-03, eta: 1 day, 13:36:25, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5554, loss: 1.5554, grad_norm: 4.6170 2020-07-26 12:16:24,054 - mmaction - INFO - Epoch [47][2080/3757] lr: 2.000e-03, eta: 1 day, 13:36:12, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.5034, loss: 1.5034, grad_norm: 4.6003 2020-07-26 12:16:37,896 - mmaction - INFO - Epoch [47][2100/3757] lr: 2.000e-03, eta: 1 day, 13:35:59, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.5700, loss: 1.5700, grad_norm: 4.6416 2020-07-26 12:16:52,019 - mmaction - INFO - Epoch [47][2120/3757] lr: 2.000e-03, eta: 1 day, 13:35:47, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5302, loss: 1.5302, grad_norm: 4.5285 2020-07-26 12:17:06,038 - mmaction - INFO - Epoch [47][2140/3757] lr: 2.000e-03, eta: 1 day, 13:35:34, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5325, loss: 1.5325, grad_norm: 4.5531 2020-07-26 12:17:19,778 - mmaction - INFO - Epoch [47][2160/3757] lr: 2.000e-03, eta: 1 day, 13:35:21, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5754, loss: 1.5754, grad_norm: 4.6126 2020-07-26 12:17:34,389 - mmaction - INFO - Epoch [47][2180/3757] lr: 2.000e-03, eta: 1 day, 13:35:08, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4659, loss: 1.4659, grad_norm: 4.4038 2020-07-26 12:17:48,703 - mmaction - INFO - Epoch [47][2200/3757] lr: 2.000e-03, eta: 1 day, 13:34:56, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.7152 2020-07-26 12:18:01,887 - mmaction - INFO - Epoch [47][2220/3757] lr: 2.000e-03, eta: 1 day, 13:34:42, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.6276 2020-07-26 12:18:15,155 - mmaction - INFO - Epoch [47][2240/3757] lr: 2.000e-03, eta: 1 day, 13:34:28, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5692, loss: 1.5692, grad_norm: 4.5666 2020-07-26 12:18:28,939 - mmaction - INFO - Epoch [47][2260/3757] lr: 2.000e-03, eta: 1 day, 13:34:15, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5546, loss: 1.5546, grad_norm: 4.5120 2020-07-26 12:18:42,777 - mmaction - INFO - Epoch [47][2280/3757] lr: 2.000e-03, eta: 1 day, 13:34:02, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5827, loss: 1.5827, grad_norm: 4.6868 2020-07-26 12:18:57,348 - mmaction - INFO - Epoch [47][2300/3757] lr: 2.000e-03, eta: 1 day, 13:33:50, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5219, loss: 1.5219, grad_norm: 4.3923 2020-07-26 12:19:10,989 - mmaction - INFO - Epoch [47][2320/3757] lr: 2.000e-03, eta: 1 day, 13:33:37, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5386, loss: 1.5386, grad_norm: 4.5260 2020-07-26 12:19:24,886 - mmaction - INFO - Epoch [47][2340/3757] lr: 2.000e-03, eta: 1 day, 13:33:23, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.5656, loss: 1.5656, grad_norm: 4.6466 2020-07-26 12:19:38,177 - mmaction - INFO - Epoch [47][2360/3757] lr: 2.000e-03, eta: 1 day, 13:33:10, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6147, loss: 1.6147, grad_norm: 4.6765 2020-07-26 12:19:52,910 - mmaction - INFO - Epoch [47][2380/3757] lr: 2.000e-03, eta: 1 day, 13:32:58, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5184, loss: 1.5184, grad_norm: 4.5854 2020-07-26 12:20:05,888 - mmaction - INFO - Epoch [47][2400/3757] lr: 2.000e-03, eta: 1 day, 13:32:44, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.6634 2020-07-26 12:20:20,269 - mmaction - INFO - Epoch [47][2420/3757] lr: 2.000e-03, eta: 1 day, 13:32:31, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6482, loss: 1.6482, grad_norm: 4.7734 2020-07-26 12:20:34,864 - mmaction - INFO - Epoch [47][2440/3757] lr: 2.000e-03, eta: 1 day, 13:32:19, time: 0.735, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5422, loss: 1.5422, grad_norm: 4.6358 2020-07-26 12:20:48,188 - mmaction - INFO - Epoch [47][2460/3757] lr: 2.000e-03, eta: 1 day, 13:32:05, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5605, loss: 1.5605, grad_norm: 4.5806 2020-07-26 12:21:01,477 - mmaction - INFO - Epoch [47][2480/3757] lr: 2.000e-03, eta: 1 day, 13:31:52, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.5236, loss: 1.5236, grad_norm: 4.6472 2020-07-26 12:21:15,049 - mmaction - INFO - Epoch [47][2500/3757] lr: 2.000e-03, eta: 1 day, 13:31:38, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.5809, loss: 1.5809, grad_norm: 4.6461 2020-07-26 12:21:29,749 - mmaction - INFO - Epoch [47][2520/3757] lr: 2.000e-03, eta: 1 day, 13:31:26, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5408, loss: 1.5408, grad_norm: 4.5641 2020-07-26 12:21:42,795 - mmaction - INFO - Epoch [47][2540/3757] lr: 2.000e-03, eta: 1 day, 13:31:12, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8336, loss_cls: 1.5462, loss: 1.5462, grad_norm: 4.6577 2020-07-26 12:21:56,076 - mmaction - INFO - Epoch [47][2560/3757] lr: 2.000e-03, eta: 1 day, 13:30:58, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.7382 2020-07-26 12:22:09,915 - mmaction - INFO - Epoch [47][2580/3757] lr: 2.000e-03, eta: 1 day, 13:30:45, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8211, loss_cls: 1.5837, loss: 1.5837, grad_norm: 4.5329 2020-07-26 12:22:23,583 - mmaction - INFO - Epoch [47][2600/3757] lr: 2.000e-03, eta: 1 day, 13:30:32, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5820, loss: 1.5820, grad_norm: 4.5762 2020-07-26 12:22:37,607 - mmaction - INFO - Epoch [47][2620/3757] lr: 2.000e-03, eta: 1 day, 13:30:19, time: 0.701, data_time: 0.002, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.4951, loss: 1.4951, grad_norm: 4.5206 2020-07-26 12:22:51,664 - mmaction - INFO - Epoch [47][2640/3757] lr: 2.000e-03, eta: 1 day, 13:30:06, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.6068 2020-07-26 12:23:05,240 - mmaction - INFO - Epoch [47][2660/3757] lr: 2.000e-03, eta: 1 day, 13:29:53, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.8823 2020-07-26 12:23:19,828 - mmaction - INFO - Epoch [47][2680/3757] lr: 2.000e-03, eta: 1 day, 13:29:41, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.5181, loss: 1.5181, grad_norm: 4.7253 2020-07-26 12:23:33,246 - mmaction - INFO - Epoch [47][2700/3757] lr: 2.000e-03, eta: 1 day, 13:29:27, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5612, loss: 1.5612, grad_norm: 4.5490 2020-07-26 12:23:46,552 - mmaction - INFO - Epoch [47][2720/3757] lr: 2.000e-03, eta: 1 day, 13:29:14, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5053, loss: 1.5053, grad_norm: 4.4969 2020-07-26 12:24:00,840 - mmaction - INFO - Epoch [47][2740/3757] lr: 2.000e-03, eta: 1 day, 13:29:01, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5683, loss: 1.5683, grad_norm: 4.6433 2020-07-26 12:24:14,528 - mmaction - INFO - Epoch [47][2760/3757] lr: 2.000e-03, eta: 1 day, 13:28:48, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8344, loss_cls: 1.5075, loss: 1.5075, grad_norm: 4.4252 2020-07-26 12:24:28,483 - mmaction - INFO - Epoch [47][2780/3757] lr: 2.000e-03, eta: 1 day, 13:28:35, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5272, loss: 1.5272, grad_norm: 4.5877 2020-07-26 12:24:41,879 - mmaction - INFO - Epoch [47][2800/3757] lr: 2.000e-03, eta: 1 day, 13:28:21, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8133, loss_cls: 1.5956, loss: 1.5956, grad_norm: 4.6358 2020-07-26 12:24:55,731 - mmaction - INFO - Epoch [47][2820/3757] lr: 2.000e-03, eta: 1 day, 13:28:08, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.5063, loss: 1.5063, grad_norm: 4.6170 2020-07-26 12:25:10,894 - mmaction - INFO - Epoch [47][2840/3757] lr: 2.000e-03, eta: 1 day, 13:27:56, time: 0.756, data_time: 0.007, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6596, loss: 1.6596, grad_norm: 4.8348 2020-07-26 12:25:23,897 - mmaction - INFO - Epoch [47][2860/3757] lr: 2.000e-03, eta: 1 day, 13:27:43, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5490, loss: 1.5490, grad_norm: 4.5649 2020-07-26 12:25:37,709 - mmaction - INFO - Epoch [47][2880/3757] lr: 2.000e-03, eta: 1 day, 13:27:29, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8023, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.6494 2020-07-26 12:25:51,518 - mmaction - INFO - Epoch [47][2900/3757] lr: 2.000e-03, eta: 1 day, 13:27:16, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5948, loss: 1.5948, grad_norm: 4.6226 2020-07-26 12:26:05,664 - mmaction - INFO - Epoch [47][2920/3757] lr: 2.000e-03, eta: 1 day, 13:27:03, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5294, loss: 1.5294, grad_norm: 4.4324 2020-07-26 12:26:20,624 - mmaction - INFO - Epoch [47][2940/3757] lr: 2.000e-03, eta: 1 day, 13:26:52, time: 0.751, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.7706 2020-07-26 12:26:35,054 - mmaction - INFO - Epoch [47][2960/3757] lr: 2.000e-03, eta: 1 day, 13:26:39, time: 0.722, data_time: 0.002, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.4747, loss: 1.4747, grad_norm: 4.4780 2020-07-26 12:26:48,561 - mmaction - INFO - Epoch [47][2980/3757] lr: 2.000e-03, eta: 1 day, 13:26:26, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.5966, loss: 1.5966, grad_norm: 4.6095 2020-07-26 12:27:02,509 - mmaction - INFO - Epoch [47][3000/3757] lr: 2.000e-03, eta: 1 day, 13:26:13, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6016, top5_acc: 0.8313, loss_cls: 1.5947, loss: 1.5947, grad_norm: 4.6167 2020-07-26 12:27:16,013 - mmaction - INFO - Epoch [47][3020/3757] lr: 2.000e-03, eta: 1 day, 13:25:59, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.5731 2020-07-26 12:27:29,276 - mmaction - INFO - Epoch [47][3040/3757] lr: 2.000e-03, eta: 1 day, 13:25:46, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4768, loss: 1.4768, grad_norm: 4.4681 2020-07-26 12:27:43,337 - mmaction - INFO - Epoch [47][3060/3757] lr: 2.000e-03, eta: 1 day, 13:25:33, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.5281, loss: 1.5281, grad_norm: 4.5461 2020-07-26 12:27:56,651 - mmaction - INFO - Epoch [47][3080/3757] lr: 2.000e-03, eta: 1 day, 13:25:19, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6221, loss: 1.6221, grad_norm: 4.6244 2020-07-26 12:28:10,328 - mmaction - INFO - Epoch [47][3100/3757] lr: 2.000e-03, eta: 1 day, 13:25:06, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5592, loss: 1.5592, grad_norm: 4.6876 2020-07-26 12:28:24,695 - mmaction - INFO - Epoch [47][3120/3757] lr: 2.000e-03, eta: 1 day, 13:24:53, time: 0.720, data_time: 0.003, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.7723 2020-07-26 12:28:37,750 - mmaction - INFO - Epoch [47][3140/3757] lr: 2.000e-03, eta: 1 day, 13:24:39, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5765, loss: 1.5765, grad_norm: 4.5957 2020-07-26 12:28:51,320 - mmaction - INFO - Epoch [47][3160/3757] lr: 2.000e-03, eta: 1 day, 13:24:26, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5334, loss: 1.5334, grad_norm: 4.4289 2020-07-26 12:29:05,149 - mmaction - INFO - Epoch [47][3180/3757] lr: 2.000e-03, eta: 1 day, 13:24:13, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5585, loss: 1.5585, grad_norm: 4.6413 2020-07-26 12:29:20,466 - mmaction - INFO - Epoch [47][3200/3757] lr: 2.000e-03, eta: 1 day, 13:24:02, time: 0.765, data_time: 0.004, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.8578 2020-07-26 12:29:33,892 - mmaction - INFO - Epoch [47][3220/3757] lr: 2.000e-03, eta: 1 day, 13:23:48, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.5855, loss: 1.5855, grad_norm: 4.4769 2020-07-26 12:29:47,216 - mmaction - INFO - Epoch [47][3240/3757] lr: 2.000e-03, eta: 1 day, 13:23:34, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5086, loss: 1.5086, grad_norm: 4.5614 2020-07-26 12:30:00,576 - mmaction - INFO - Epoch [47][3260/3757] lr: 2.000e-03, eta: 1 day, 13:23:21, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.6297 2020-07-26 12:30:15,009 - mmaction - INFO - Epoch [47][3280/3757] lr: 2.000e-03, eta: 1 day, 13:23:08, time: 0.721, data_time: 0.003, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5654, loss: 1.5654, grad_norm: 4.7680 2020-07-26 12:30:28,466 - mmaction - INFO - Epoch [47][3300/3757] lr: 2.000e-03, eta: 1 day, 13:22:55, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5410, loss: 1.5410, grad_norm: 4.7232 2020-07-26 12:30:41,826 - mmaction - INFO - Epoch [47][3320/3757] lr: 2.000e-03, eta: 1 day, 13:22:41, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5455, loss: 1.5455, grad_norm: 4.6622 2020-07-26 12:30:55,190 - mmaction - INFO - Epoch [47][3340/3757] lr: 2.000e-03, eta: 1 day, 13:22:27, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5342, loss: 1.5342, grad_norm: 4.5210 2020-07-26 12:31:08,953 - mmaction - INFO - Epoch [47][3360/3757] lr: 2.000e-03, eta: 1 day, 13:22:14, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.7438 2020-07-26 12:31:24,758 - mmaction - INFO - Epoch [47][3380/3757] lr: 2.000e-03, eta: 1 day, 13:22:03, time: 0.788, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.6354, loss: 1.6354, grad_norm: 4.9707 2020-07-26 12:31:37,786 - mmaction - INFO - Epoch [47][3400/3757] lr: 2.000e-03, eta: 1 day, 13:21:49, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5297, loss: 1.5297, grad_norm: 4.5350 2020-07-26 12:31:51,788 - mmaction - INFO - Epoch [47][3420/3757] lr: 2.000e-03, eta: 1 day, 13:21:37, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8141, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.7873 2020-07-26 12:32:05,834 - mmaction - INFO - Epoch [47][3440/3757] lr: 2.000e-03, eta: 1 day, 13:21:24, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4833, loss: 1.4833, grad_norm: 4.4791 2020-07-26 12:32:19,526 - mmaction - INFO - Epoch [47][3460/3757] lr: 2.000e-03, eta: 1 day, 13:21:10, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.7338 2020-07-26 12:32:32,542 - mmaction - INFO - Epoch [47][3480/3757] lr: 2.000e-03, eta: 1 day, 13:20:56, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5201, loss: 1.5201, grad_norm: 4.5400 2020-07-26 12:32:46,160 - mmaction - INFO - Epoch [47][3500/3757] lr: 2.000e-03, eta: 1 day, 13:20:43, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5967, loss: 1.5967, grad_norm: 4.5495 2020-07-26 12:33:00,016 - mmaction - INFO - Epoch [47][3520/3757] lr: 2.000e-03, eta: 1 day, 13:20:30, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.7172 2020-07-26 12:33:14,224 - mmaction - INFO - Epoch [47][3540/3757] lr: 2.000e-03, eta: 1 day, 13:20:17, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5023, loss: 1.5023, grad_norm: 4.4703 2020-07-26 12:33:28,088 - mmaction - INFO - Epoch [47][3560/3757] lr: 2.000e-03, eta: 1 day, 13:20:04, time: 0.693, data_time: 0.002, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.7162 2020-07-26 12:33:41,714 - mmaction - INFO - Epoch [47][3580/3757] lr: 2.000e-03, eta: 1 day, 13:19:51, time: 0.679, data_time: 0.001, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4251, loss: 1.4251, grad_norm: 4.4765 2020-07-26 12:33:55,027 - mmaction - INFO - Epoch [47][3600/3757] lr: 2.000e-03, eta: 1 day, 13:19:37, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5699, loss: 1.5699, grad_norm: 4.6825 2020-07-26 12:34:09,555 - mmaction - INFO - Epoch [47][3620/3757] lr: 2.000e-03, eta: 1 day, 13:19:25, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4967, loss: 1.4967, grad_norm: 4.5303 2020-07-26 12:34:23,218 - mmaction - INFO - Epoch [47][3640/3757] lr: 2.000e-03, eta: 1 day, 13:19:12, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.5681, loss: 1.5681, grad_norm: 4.7506 2020-07-26 12:34:37,469 - mmaction - INFO - Epoch [47][3660/3757] lr: 2.000e-03, eta: 1 day, 13:18:59, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5266, loss: 1.5266, grad_norm: 4.6038 2020-07-26 12:34:50,696 - mmaction - INFO - Epoch [47][3680/3757] lr: 2.000e-03, eta: 1 day, 13:18:45, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.5378, loss: 1.5378, grad_norm: 4.6761 2020-07-26 12:35:04,917 - mmaction - INFO - Epoch [47][3700/3757] lr: 2.000e-03, eta: 1 day, 13:18:33, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5123, loss: 1.5123, grad_norm: 4.5414 2020-07-26 12:35:18,812 - mmaction - INFO - Epoch [47][3720/3757] lr: 2.000e-03, eta: 1 day, 13:18:20, time: 0.695, data_time: 0.002, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.5982, loss: 1.5982, grad_norm: 4.7373 2020-07-26 12:35:33,032 - mmaction - INFO - Epoch [47][3740/3757] lr: 2.000e-03, eta: 1 day, 13:18:07, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.7948 2020-07-26 12:35:44,737 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-07-26 12:36:11,086 - mmaction - INFO - Epoch [48][20/3757] lr: 2.000e-03, eta: 1 day, 13:17:41, time: 1.219, data_time: 0.580, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8219, loss_cls: 1.5224, loss: 1.5224, grad_norm: 4.5690 2020-07-26 12:36:23,432 - mmaction - INFO - Epoch [48][40/3757] lr: 2.000e-03, eta: 1 day, 13:17:27, time: 0.619, data_time: 0.003, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5245, loss: 1.5245, grad_norm: 4.5982 2020-07-26 12:36:36,843 - mmaction - INFO - Epoch [48][60/3757] lr: 2.000e-03, eta: 1 day, 13:17:13, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5055, loss: 1.5055, grad_norm: 4.5754 2020-07-26 12:36:50,888 - mmaction - INFO - Epoch [48][80/3757] lr: 2.000e-03, eta: 1 day, 13:17:00, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.5915, loss: 1.5915, grad_norm: 4.6659 2020-07-26 12:37:04,461 - mmaction - INFO - Epoch [48][100/3757] lr: 2.000e-03, eta: 1 day, 13:16:47, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5468, loss: 1.5468, grad_norm: 4.5619 2020-07-26 12:37:19,148 - mmaction - INFO - Epoch [48][120/3757] lr: 2.000e-03, eta: 1 day, 13:16:35, time: 0.737, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5371, loss: 1.5371, grad_norm: 4.6712 2020-07-26 12:37:33,351 - mmaction - INFO - Epoch [48][140/3757] lr: 2.000e-03, eta: 1 day, 13:16:22, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8344, loss_cls: 1.5756, loss: 1.5756, grad_norm: 4.7177 2020-07-26 12:37:46,990 - mmaction - INFO - Epoch [48][160/3757] lr: 2.000e-03, eta: 1 day, 13:16:09, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.5712 2020-07-26 12:38:00,512 - mmaction - INFO - Epoch [48][180/3757] lr: 2.000e-03, eta: 1 day, 13:15:55, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8352, loss_cls: 1.5600, loss: 1.5600, grad_norm: 4.6453 2020-07-26 12:38:13,902 - mmaction - INFO - Epoch [48][200/3757] lr: 2.000e-03, eta: 1 day, 13:15:42, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5526, loss: 1.5526, grad_norm: 4.6336 2020-07-26 12:38:27,459 - mmaction - INFO - Epoch [48][220/3757] lr: 2.000e-03, eta: 1 day, 13:15:28, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4311, loss: 1.4311, grad_norm: 4.4740 2020-07-26 12:38:41,707 - mmaction - INFO - Epoch [48][240/3757] lr: 2.000e-03, eta: 1 day, 13:15:16, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.6055 2020-07-26 12:38:55,436 - mmaction - INFO - Epoch [48][260/3757] lr: 2.000e-03, eta: 1 day, 13:15:02, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.5515, loss: 1.5515, grad_norm: 4.7656 2020-07-26 12:39:09,151 - mmaction - INFO - Epoch [48][280/3757] lr: 2.000e-03, eta: 1 day, 13:14:49, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4838, loss: 1.4838, grad_norm: 4.5573 2020-07-26 12:39:22,272 - mmaction - INFO - Epoch [48][300/3757] lr: 2.000e-03, eta: 1 day, 13:14:35, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.5276, loss: 1.5276, grad_norm: 4.7734 2020-07-26 12:39:36,094 - mmaction - INFO - Epoch [48][320/3757] lr: 2.000e-03, eta: 1 day, 13:14:22, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5553, loss: 1.5553, grad_norm: 4.6592 2020-07-26 12:39:49,983 - mmaction - INFO - Epoch [48][340/3757] lr: 2.000e-03, eta: 1 day, 13:14:09, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4529, loss: 1.4529, grad_norm: 4.6284 2020-07-26 12:40:03,740 - mmaction - INFO - Epoch [48][360/3757] lr: 2.000e-03, eta: 1 day, 13:13:56, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.4907, loss: 1.4907, grad_norm: 4.5979 2020-07-26 12:40:16,968 - mmaction - INFO - Epoch [48][380/3757] lr: 2.000e-03, eta: 1 day, 13:13:42, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.7110 2020-07-26 12:40:31,540 - mmaction - INFO - Epoch [48][400/3757] lr: 2.000e-03, eta: 1 day, 13:13:30, time: 0.728, data_time: 0.002, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4783, loss: 1.4783, grad_norm: 4.7438 2020-07-26 12:40:45,465 - mmaction - INFO - Epoch [48][420/3757] lr: 2.000e-03, eta: 1 day, 13:13:17, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5576, loss: 1.5576, grad_norm: 4.7792 2020-07-26 12:40:59,063 - mmaction - INFO - Epoch [48][440/3757] lr: 2.000e-03, eta: 1 day, 13:13:04, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6093, loss: 1.6093, grad_norm: 4.7224 2020-07-26 12:41:12,219 - mmaction - INFO - Epoch [48][460/3757] lr: 2.000e-03, eta: 1 day, 13:12:50, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.6679 2020-07-26 12:41:25,782 - mmaction - INFO - Epoch [48][480/3757] lr: 2.000e-03, eta: 1 day, 13:12:36, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.6524 2020-07-26 12:41:40,585 - mmaction - INFO - Epoch [48][500/3757] lr: 2.000e-03, eta: 1 day, 13:12:24, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5394, loss: 1.5394, grad_norm: 4.6829 2020-07-26 12:41:53,841 - mmaction - INFO - Epoch [48][520/3757] lr: 2.000e-03, eta: 1 day, 13:12:11, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5485, loss: 1.5485, grad_norm: 4.5172 2020-07-26 12:42:07,683 - mmaction - INFO - Epoch [48][540/3757] lr: 2.000e-03, eta: 1 day, 13:11:57, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.5908, loss: 1.5908, grad_norm: 4.7120 2020-07-26 12:42:21,104 - mmaction - INFO - Epoch [48][560/3757] lr: 2.000e-03, eta: 1 day, 13:11:44, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.4777, loss: 1.4777, grad_norm: 4.7713 2020-07-26 12:42:35,802 - mmaction - INFO - Epoch [48][580/3757] lr: 2.000e-03, eta: 1 day, 13:11:32, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4922, loss: 1.4922, grad_norm: 4.5383 2020-07-26 12:42:48,905 - mmaction - INFO - Epoch [48][600/3757] lr: 2.000e-03, eta: 1 day, 13:11:18, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5225, loss: 1.5225, grad_norm: 4.5664 2020-07-26 12:43:02,053 - mmaction - INFO - Epoch [48][620/3757] lr: 2.000e-03, eta: 1 day, 13:11:04, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4709, loss: 1.4709, grad_norm: 4.5416 2020-07-26 12:43:16,856 - mmaction - INFO - Epoch [48][640/3757] lr: 2.000e-03, eta: 1 day, 13:10:52, time: 0.740, data_time: 0.002, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5834, loss: 1.5834, grad_norm: 4.7125 2020-07-26 12:43:30,507 - mmaction - INFO - Epoch [48][660/3757] lr: 2.000e-03, eta: 1 day, 13:10:39, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5005, loss: 1.5005, grad_norm: 4.6066 2020-07-26 12:43:45,211 - mmaction - INFO - Epoch [48][680/3757] lr: 2.000e-03, eta: 1 day, 13:10:26, time: 0.735, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5617, loss: 1.5617, grad_norm: 4.6738 2020-07-26 12:43:58,176 - mmaction - INFO - Epoch [48][700/3757] lr: 2.000e-03, eta: 1 day, 13:10:12, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.4577 2020-07-26 12:44:11,955 - mmaction - INFO - Epoch [48][720/3757] lr: 2.000e-03, eta: 1 day, 13:09:59, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4151, loss: 1.4151, grad_norm: 4.6835 2020-07-26 12:44:25,517 - mmaction - INFO - Epoch [48][740/3757] lr: 2.000e-03, eta: 1 day, 13:09:46, time: 0.678, data_time: 0.002, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.7367 2020-07-26 12:44:38,992 - mmaction - INFO - Epoch [48][760/3757] lr: 2.000e-03, eta: 1 day, 13:09:32, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5201, loss: 1.5201, grad_norm: 4.4981 2020-07-26 12:44:52,813 - mmaction - INFO - Epoch [48][780/3757] lr: 2.000e-03, eta: 1 day, 13:09:19, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.5136 2020-07-26 12:45:06,594 - mmaction - INFO - Epoch [48][800/3757] lr: 2.000e-03, eta: 1 day, 13:09:06, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.7000, loss: 1.7000, grad_norm: 4.8306 2020-07-26 12:45:19,822 - mmaction - INFO - Epoch [48][820/3757] lr: 2.000e-03, eta: 1 day, 13:08:52, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.7249 2020-07-26 12:45:33,922 - mmaction - INFO - Epoch [48][840/3757] lr: 2.000e-03, eta: 1 day, 13:08:39, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5532, loss: 1.5532, grad_norm: 4.6136 2020-07-26 12:45:48,259 - mmaction - INFO - Epoch [48][860/3757] lr: 2.000e-03, eta: 1 day, 13:08:27, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5287, loss: 1.5287, grad_norm: 4.6700 2020-07-26 12:46:01,372 - mmaction - INFO - Epoch [48][880/3757] lr: 2.000e-03, eta: 1 day, 13:08:13, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5889, loss: 1.5889, grad_norm: 4.7122 2020-07-26 12:46:14,795 - mmaction - INFO - Epoch [48][900/3757] lr: 2.000e-03, eta: 1 day, 13:07:59, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.5338, loss: 1.5338, grad_norm: 4.7540 2020-07-26 12:46:28,166 - mmaction - INFO - Epoch [48][920/3757] lr: 2.000e-03, eta: 1 day, 13:07:46, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.5107, loss: 1.5107, grad_norm: 4.7147 2020-07-26 12:46:41,730 - mmaction - INFO - Epoch [48][940/3757] lr: 2.000e-03, eta: 1 day, 13:07:32, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5296, loss: 1.5296, grad_norm: 4.6021 2020-07-26 12:46:55,369 - mmaction - INFO - Epoch [48][960/3757] lr: 2.000e-03, eta: 1 day, 13:07:19, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.5128, loss: 1.5128, grad_norm: 4.6184 2020-07-26 12:47:08,757 - mmaction - INFO - Epoch [48][980/3757] lr: 2.000e-03, eta: 1 day, 13:07:06, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.7169 2020-07-26 12:47:23,293 - mmaction - INFO - Epoch [48][1000/3757] lr: 2.000e-03, eta: 1 day, 13:06:53, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5188, loss: 1.5188, grad_norm: 4.6353 2020-07-26 12:47:36,678 - mmaction - INFO - Epoch [48][1020/3757] lr: 2.000e-03, eta: 1 day, 13:06:40, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6048, loss: 1.6048, grad_norm: 4.6778 2020-07-26 12:47:51,379 - mmaction - INFO - Epoch [48][1040/3757] lr: 2.000e-03, eta: 1 day, 13:06:27, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5569, loss: 1.5569, grad_norm: 4.6435 2020-07-26 12:48:05,131 - mmaction - INFO - Epoch [48][1060/3757] lr: 2.000e-03, eta: 1 day, 13:06:14, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8258, loss_cls: 1.5010, loss: 1.5010, grad_norm: 4.5349 2020-07-26 12:48:19,141 - mmaction - INFO - Epoch [48][1080/3757] lr: 2.000e-03, eta: 1 day, 13:06:01, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5365, loss: 1.5365, grad_norm: 4.5749 2020-07-26 12:48:33,116 - mmaction - INFO - Epoch [48][1100/3757] lr: 2.000e-03, eta: 1 day, 13:05:48, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5439, loss: 1.5439, grad_norm: 4.7321 2020-07-26 12:48:46,915 - mmaction - INFO - Epoch [48][1120/3757] lr: 2.000e-03, eta: 1 day, 13:05:35, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5638, loss: 1.5638, grad_norm: 4.6726 2020-07-26 12:49:00,504 - mmaction - INFO - Epoch [48][1140/3757] lr: 2.000e-03, eta: 1 day, 13:05:22, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.5810, loss: 1.5810, grad_norm: 4.7645 2020-07-26 12:49:14,794 - mmaction - INFO - Epoch [48][1160/3757] lr: 2.000e-03, eta: 1 day, 13:05:09, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.6770 2020-07-26 12:49:29,416 - mmaction - INFO - Epoch [48][1180/3757] lr: 2.000e-03, eta: 1 day, 13:04:57, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5448, loss: 1.5448, grad_norm: 4.8391 2020-07-26 12:49:43,462 - mmaction - INFO - Epoch [48][1200/3757] lr: 2.000e-03, eta: 1 day, 13:04:44, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4929, loss: 1.4929, grad_norm: 4.6075 2020-07-26 12:49:57,183 - mmaction - INFO - Epoch [48][1220/3757] lr: 2.000e-03, eta: 1 day, 13:04:31, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6137, loss: 1.6137, grad_norm: 4.7401 2020-07-26 12:50:10,111 - mmaction - INFO - Epoch [48][1240/3757] lr: 2.000e-03, eta: 1 day, 13:04:17, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4324, loss: 1.4324, grad_norm: 4.5078 2020-07-26 12:50:23,684 - mmaction - INFO - Epoch [48][1260/3757] lr: 2.000e-03, eta: 1 day, 13:04:03, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5395, loss: 1.5395, grad_norm: 4.5420 2020-07-26 12:50:37,348 - mmaction - INFO - Epoch [48][1280/3757] lr: 2.000e-03, eta: 1 day, 13:03:50, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.5281, loss: 1.5281, grad_norm: 4.6989 2020-07-26 12:50:51,584 - mmaction - INFO - Epoch [48][1300/3757] lr: 2.000e-03, eta: 1 day, 13:03:37, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.7279 2020-07-26 12:51:05,078 - mmaction - INFO - Epoch [48][1320/3757] lr: 2.000e-03, eta: 1 day, 13:03:24, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4819, loss: 1.4819, grad_norm: 4.6414 2020-07-26 12:51:18,985 - mmaction - INFO - Epoch [48][1340/3757] lr: 2.000e-03, eta: 1 day, 13:03:11, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8141, loss_cls: 1.5805, loss: 1.5805, grad_norm: 4.6326 2020-07-26 12:51:32,698 - mmaction - INFO - Epoch [48][1360/3757] lr: 2.000e-03, eta: 1 day, 13:02:58, time: 0.691, data_time: 0.009, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.5834, loss: 1.5834, grad_norm: 4.5559 2020-07-26 12:51:47,380 - mmaction - INFO - Epoch [48][1380/3757] lr: 2.000e-03, eta: 1 day, 13:02:46, time: 0.733, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5015, loss: 1.5015, grad_norm: 4.6492 2020-07-26 12:52:01,257 - mmaction - INFO - Epoch [48][1400/3757] lr: 2.000e-03, eta: 1 day, 13:02:33, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.6055, loss: 1.6055, grad_norm: 4.7751 2020-07-26 12:52:14,752 - mmaction - INFO - Epoch [48][1420/3757] lr: 2.000e-03, eta: 1 day, 13:02:19, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5883, loss: 1.5883, grad_norm: 4.7340 2020-07-26 12:52:28,799 - mmaction - INFO - Epoch [48][1440/3757] lr: 2.000e-03, eta: 1 day, 13:02:06, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5501, loss: 1.5501, grad_norm: 4.6523 2020-07-26 12:52:42,570 - mmaction - INFO - Epoch [48][1460/3757] lr: 2.000e-03, eta: 1 day, 13:01:53, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4830, loss: 1.4830, grad_norm: 4.6577 2020-07-26 12:52:56,532 - mmaction - INFO - Epoch [48][1480/3757] lr: 2.000e-03, eta: 1 day, 13:01:40, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5729, loss: 1.5729, grad_norm: 4.6858 2020-07-26 12:53:10,496 - mmaction - INFO - Epoch [48][1500/3757] lr: 2.000e-03, eta: 1 day, 13:01:27, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5756, loss: 1.5756, grad_norm: 4.6495 2020-07-26 12:53:24,771 - mmaction - INFO - Epoch [48][1520/3757] lr: 2.000e-03, eta: 1 day, 13:01:14, time: 0.713, data_time: 0.003, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5521, loss: 1.5521, grad_norm: 4.6857 2020-07-26 12:53:37,534 - mmaction - INFO - Epoch [48][1540/3757] lr: 2.000e-03, eta: 1 day, 13:01:00, time: 0.638, data_time: 0.002, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5512, loss: 1.5512, grad_norm: 4.6736 2020-07-26 12:53:51,519 - mmaction - INFO - Epoch [48][1560/3757] lr: 2.000e-03, eta: 1 day, 13:00:47, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4621, loss: 1.4621, grad_norm: 4.5896 2020-07-26 12:54:05,428 - mmaction - INFO - Epoch [48][1580/3757] lr: 2.000e-03, eta: 1 day, 13:00:34, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5903, loss: 1.5903, grad_norm: 4.7852 2020-07-26 12:54:20,246 - mmaction - INFO - Epoch [48][1600/3757] lr: 2.000e-03, eta: 1 day, 13:00:22, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4746, loss: 1.4746, grad_norm: 4.5648 2020-07-26 12:54:33,651 - mmaction - INFO - Epoch [48][1620/3757] lr: 2.000e-03, eta: 1 day, 13:00:09, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5198, loss: 1.5198, grad_norm: 4.5386 2020-07-26 12:54:46,795 - mmaction - INFO - Epoch [48][1640/3757] lr: 2.000e-03, eta: 1 day, 12:59:55, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.7461 2020-07-26 12:55:01,150 - mmaction - INFO - Epoch [48][1660/3757] lr: 2.000e-03, eta: 1 day, 12:59:42, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.5907, loss: 1.5907, grad_norm: 4.6049 2020-07-26 12:55:15,359 - mmaction - INFO - Epoch [48][1680/3757] lr: 2.000e-03, eta: 1 day, 12:59:29, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.6209 2020-07-26 12:55:29,009 - mmaction - INFO - Epoch [48][1700/3757] lr: 2.000e-03, eta: 1 day, 12:59:16, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4887, loss: 1.4887, grad_norm: 4.5381 2020-07-26 12:55:43,036 - mmaction - INFO - Epoch [48][1720/3757] lr: 2.000e-03, eta: 1 day, 12:59:03, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4709, loss: 1.4709, grad_norm: 4.5486 2020-07-26 12:55:56,872 - mmaction - INFO - Epoch [48][1740/3757] lr: 2.000e-03, eta: 1 day, 12:58:50, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5615, loss: 1.5615, grad_norm: 4.6954 2020-07-26 12:56:10,297 - mmaction - INFO - Epoch [48][1760/3757] lr: 2.000e-03, eta: 1 day, 12:58:37, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5079, loss: 1.5079, grad_norm: 4.6082 2020-07-26 12:56:24,976 - mmaction - INFO - Epoch [48][1780/3757] lr: 2.000e-03, eta: 1 day, 12:58:24, time: 0.737, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.5830, loss: 1.5830, grad_norm: 4.7841 2020-07-26 12:56:38,422 - mmaction - INFO - Epoch [48][1800/3757] lr: 2.000e-03, eta: 1 day, 12:58:11, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5291, loss: 1.5291, grad_norm: 4.7081 2020-07-26 12:56:52,023 - mmaction - INFO - Epoch [48][1820/3757] lr: 2.000e-03, eta: 1 day, 12:57:58, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8187, loss_cls: 1.5856, loss: 1.5856, grad_norm: 4.6792 2020-07-26 12:57:06,140 - mmaction - INFO - Epoch [48][1840/3757] lr: 2.000e-03, eta: 1 day, 12:57:45, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.6082 2020-07-26 12:57:19,896 - mmaction - INFO - Epoch [48][1860/3757] lr: 2.000e-03, eta: 1 day, 12:57:32, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4400, loss: 1.4400, grad_norm: 4.3835 2020-07-26 12:57:34,166 - mmaction - INFO - Epoch [48][1880/3757] lr: 2.000e-03, eta: 1 day, 12:57:19, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5016, loss: 1.5016, grad_norm: 4.6122 2020-07-26 12:57:48,413 - mmaction - INFO - Epoch [48][1900/3757] lr: 2.000e-03, eta: 1 day, 12:57:06, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5799, loss: 1.5799, grad_norm: 4.7151 2020-07-26 12:58:02,289 - mmaction - INFO - Epoch [48][1920/3757] lr: 2.000e-03, eta: 1 day, 12:56:53, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.8442 2020-07-26 12:58:15,973 - mmaction - INFO - Epoch [48][1940/3757] lr: 2.000e-03, eta: 1 day, 12:56:40, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5375, loss: 1.5375, grad_norm: 4.4953 2020-07-26 12:58:29,597 - mmaction - INFO - Epoch [48][1960/3757] lr: 2.000e-03, eta: 1 day, 12:56:27, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5653, loss: 1.5653, grad_norm: 4.6190 2020-07-26 12:58:43,560 - mmaction - INFO - Epoch [48][1980/3757] lr: 2.000e-03, eta: 1 day, 12:56:14, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5539, loss: 1.5539, grad_norm: 4.6917 2020-07-26 12:58:56,974 - mmaction - INFO - Epoch [48][2000/3757] lr: 2.000e-03, eta: 1 day, 12:56:00, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.5836, loss: 1.5836, grad_norm: 4.6442 2020-07-26 12:59:11,031 - mmaction - INFO - Epoch [48][2020/3757] lr: 2.000e-03, eta: 1 day, 12:55:47, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4742, loss: 1.4742, grad_norm: 4.6464 2020-07-26 12:59:24,710 - mmaction - INFO - Epoch [48][2040/3757] lr: 2.000e-03, eta: 1 day, 12:55:34, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5281, loss: 1.5281, grad_norm: 4.6610 2020-07-26 12:59:38,075 - mmaction - INFO - Epoch [48][2060/3757] lr: 2.000e-03, eta: 1 day, 12:55:20, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5654, loss: 1.5654, grad_norm: 4.6695 2020-07-26 12:59:52,420 - mmaction - INFO - Epoch [48][2080/3757] lr: 2.000e-03, eta: 1 day, 12:55:08, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5396, loss: 1.5396, grad_norm: 4.7719 2020-07-26 13:00:06,859 - mmaction - INFO - Epoch [48][2100/3757] lr: 2.000e-03, eta: 1 day, 12:54:54, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.5919, loss: 1.5919, grad_norm: 4.7118 2020-07-26 13:00:20,405 - mmaction - INFO - Epoch [48][2120/3757] lr: 2.000e-03, eta: 1 day, 12:54:42, time: 0.726, data_time: 0.056, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5292, loss: 1.5292, grad_norm: 4.6750 2020-07-26 13:00:35,107 - mmaction - INFO - Epoch [48][2140/3757] lr: 2.000e-03, eta: 1 day, 12:54:30, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.4878, loss: 1.4878, grad_norm: 4.4720 2020-07-26 13:00:48,606 - mmaction - INFO - Epoch [48][2160/3757] lr: 2.000e-03, eta: 1 day, 12:54:16, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8203, loss_cls: 1.5347, loss: 1.5347, grad_norm: 4.7010 2020-07-26 13:01:02,746 - mmaction - INFO - Epoch [48][2180/3757] lr: 2.000e-03, eta: 1 day, 12:54:03, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.6948 2020-07-26 13:01:16,146 - mmaction - INFO - Epoch [48][2200/3757] lr: 2.000e-03, eta: 1 day, 12:53:50, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5330, loss: 1.5330, grad_norm: 4.6648 2020-07-26 13:01:30,085 - mmaction - INFO - Epoch [48][2220/3757] lr: 2.000e-03, eta: 1 day, 12:53:37, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8172, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.7953 2020-07-26 13:01:43,721 - mmaction - INFO - Epoch [48][2240/3757] lr: 2.000e-03, eta: 1 day, 12:53:24, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.5605, loss: 1.5605, grad_norm: 4.5316 2020-07-26 13:01:58,433 - mmaction - INFO - Epoch [48][2260/3757] lr: 2.000e-03, eta: 1 day, 12:53:11, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.5891, loss: 1.5891, grad_norm: 4.9086 2020-07-26 13:02:11,192 - mmaction - INFO - Epoch [48][2280/3757] lr: 2.000e-03, eta: 1 day, 12:52:57, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6005, loss: 1.6005, grad_norm: 4.8922 2020-07-26 13:02:25,367 - mmaction - INFO - Epoch [48][2300/3757] lr: 2.000e-03, eta: 1 day, 12:52:44, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.6874, loss: 1.6874, grad_norm: 5.0570 2020-07-26 13:02:39,496 - mmaction - INFO - Epoch [48][2320/3757] lr: 2.000e-03, eta: 1 day, 12:52:32, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5715, loss: 1.5715, grad_norm: 4.8098 2020-07-26 13:02:52,638 - mmaction - INFO - Epoch [48][2340/3757] lr: 2.000e-03, eta: 1 day, 12:52:18, time: 0.658, data_time: 0.002, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.8052 2020-07-26 13:03:06,181 - mmaction - INFO - Epoch [48][2360/3757] lr: 2.000e-03, eta: 1 day, 12:52:04, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5729, loss: 1.5729, grad_norm: 4.7237 2020-07-26 13:03:21,481 - mmaction - INFO - Epoch [48][2380/3757] lr: 2.000e-03, eta: 1 day, 12:51:53, time: 0.769, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5317, loss: 1.5317, grad_norm: 4.6302 2020-07-26 13:03:34,385 - mmaction - INFO - Epoch [48][2400/3757] lr: 2.000e-03, eta: 1 day, 12:51:39, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5508, loss: 1.5508, grad_norm: 4.6657 2020-07-26 13:03:49,554 - mmaction - INFO - Epoch [48][2420/3757] lr: 2.000e-03, eta: 1 day, 12:51:27, time: 0.754, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8156, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.6159 2020-07-26 13:04:03,294 - mmaction - INFO - Epoch [48][2440/3757] lr: 2.000e-03, eta: 1 day, 12:51:14, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.7898 2020-07-26 13:04:17,112 - mmaction - INFO - Epoch [48][2460/3757] lr: 2.000e-03, eta: 1 day, 12:51:01, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4969, loss: 1.4969, grad_norm: 4.5515 2020-07-26 13:04:30,808 - mmaction - INFO - Epoch [48][2480/3757] lr: 2.000e-03, eta: 1 day, 12:50:47, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5590, loss: 1.5590, grad_norm: 4.6032 2020-07-26 13:04:44,375 - mmaction - INFO - Epoch [48][2500/3757] lr: 2.000e-03, eta: 1 day, 12:50:34, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.7243 2020-07-26 13:04:59,278 - mmaction - INFO - Epoch [48][2520/3757] lr: 2.000e-03, eta: 1 day, 12:50:22, time: 0.748, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5577, loss: 1.5577, grad_norm: 4.7416 2020-07-26 13:05:12,747 - mmaction - INFO - Epoch [48][2540/3757] lr: 2.000e-03, eta: 1 day, 12:50:08, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5573, loss: 1.5573, grad_norm: 4.5769 2020-07-26 13:05:26,296 - mmaction - INFO - Epoch [48][2560/3757] lr: 2.000e-03, eta: 1 day, 12:49:55, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.8248 2020-07-26 13:05:40,626 - mmaction - INFO - Epoch [48][2580/3757] lr: 2.000e-03, eta: 1 day, 12:49:42, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5087, loss: 1.5087, grad_norm: 4.6494 2020-07-26 13:05:53,953 - mmaction - INFO - Epoch [48][2600/3757] lr: 2.000e-03, eta: 1 day, 12:49:29, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5927, loss: 1.5927, grad_norm: 4.7245 2020-07-26 13:06:08,383 - mmaction - INFO - Epoch [48][2620/3757] lr: 2.000e-03, eta: 1 day, 12:49:16, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.8329 2020-07-26 13:06:21,289 - mmaction - INFO - Epoch [48][2640/3757] lr: 2.000e-03, eta: 1 day, 12:49:02, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4687, loss: 1.4687, grad_norm: 4.5854 2020-07-26 13:06:34,920 - mmaction - INFO - Epoch [48][2660/3757] lr: 2.000e-03, eta: 1 day, 12:48:49, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5516, loss: 1.5516, grad_norm: 4.8042 2020-07-26 13:06:48,764 - mmaction - INFO - Epoch [48][2680/3757] lr: 2.000e-03, eta: 1 day, 12:48:36, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6266, loss: 1.6266, grad_norm: 4.8324 2020-07-26 13:07:02,023 - mmaction - INFO - Epoch [48][2700/3757] lr: 2.000e-03, eta: 1 day, 12:48:22, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.4979, loss: 1.4979, grad_norm: 4.4330 2020-07-26 13:07:15,295 - mmaction - INFO - Epoch [48][2720/3757] lr: 2.000e-03, eta: 1 day, 12:48:08, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.5512, loss: 1.5512, grad_norm: 4.7699 2020-07-26 13:07:28,741 - mmaction - INFO - Epoch [48][2740/3757] lr: 2.000e-03, eta: 1 day, 12:47:55, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8211, loss_cls: 1.5906, loss: 1.5906, grad_norm: 4.5768 2020-07-26 13:07:42,157 - mmaction - INFO - Epoch [48][2760/3757] lr: 2.000e-03, eta: 1 day, 12:47:41, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8375, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.7121 2020-07-26 13:07:55,562 - mmaction - INFO - Epoch [48][2780/3757] lr: 2.000e-03, eta: 1 day, 12:47:28, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.5883 2020-07-26 13:08:10,347 - mmaction - INFO - Epoch [48][2800/3757] lr: 2.000e-03, eta: 1 day, 12:47:15, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4987, loss: 1.4987, grad_norm: 4.6029 2020-07-26 13:08:23,685 - mmaction - INFO - Epoch [48][2820/3757] lr: 2.000e-03, eta: 1 day, 12:47:02, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5018, loss: 1.5018, grad_norm: 4.5698 2020-07-26 13:08:38,048 - mmaction - INFO - Epoch [48][2840/3757] lr: 2.000e-03, eta: 1 day, 12:46:49, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5237, loss: 1.5237, grad_norm: 4.5949 2020-07-26 13:08:51,849 - mmaction - INFO - Epoch [48][2860/3757] lr: 2.000e-03, eta: 1 day, 12:46:36, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4528, loss: 1.4528, grad_norm: 4.5078 2020-07-26 13:09:04,939 - mmaction - INFO - Epoch [48][2880/3757] lr: 2.000e-03, eta: 1 day, 12:46:22, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.5993, loss: 1.5993, grad_norm: 4.8566 2020-07-26 13:09:18,781 - mmaction - INFO - Epoch [48][2900/3757] lr: 2.000e-03, eta: 1 day, 12:46:09, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.8366 2020-07-26 13:09:32,787 - mmaction - INFO - Epoch [48][2920/3757] lr: 2.000e-03, eta: 1 day, 12:45:56, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4362, loss: 1.4362, grad_norm: 4.5400 2020-07-26 13:09:48,177 - mmaction - INFO - Epoch [48][2940/3757] lr: 2.000e-03, eta: 1 day, 12:45:45, time: 0.772, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6132, loss: 1.6132, grad_norm: 4.8174 2020-07-26 13:10:01,025 - mmaction - INFO - Epoch [48][2960/3757] lr: 2.000e-03, eta: 1 day, 12:45:31, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.5076, loss: 1.5076, grad_norm: 4.7070 2020-07-26 13:10:15,335 - mmaction - INFO - Epoch [48][2980/3757] lr: 2.000e-03, eta: 1 day, 12:45:18, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.8394 2020-07-26 13:10:28,600 - mmaction - INFO - Epoch [48][3000/3757] lr: 2.000e-03, eta: 1 day, 12:45:04, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4833, loss: 1.4833, grad_norm: 4.6991 2020-07-26 13:10:42,404 - mmaction - INFO - Epoch [48][3020/3757] lr: 2.000e-03, eta: 1 day, 12:44:51, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5829, loss: 1.5829, grad_norm: 4.8395 2020-07-26 13:10:57,066 - mmaction - INFO - Epoch [48][3040/3757] lr: 2.000e-03, eta: 1 day, 12:44:39, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5750, loss: 1.5750, grad_norm: 4.7118 2020-07-26 13:11:11,529 - mmaction - INFO - Epoch [48][3060/3757] lr: 2.000e-03, eta: 1 day, 12:44:26, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4505, loss: 1.4505, grad_norm: 4.5433 2020-07-26 13:11:26,366 - mmaction - INFO - Epoch [48][3080/3757] lr: 2.000e-03, eta: 1 day, 12:44:14, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5088, loss: 1.5088, grad_norm: 4.7682 2020-07-26 13:11:39,378 - mmaction - INFO - Epoch [48][3100/3757] lr: 2.000e-03, eta: 1 day, 12:44:00, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5567, loss: 1.5567, grad_norm: 4.5838 2020-07-26 13:11:53,057 - mmaction - INFO - Epoch [48][3120/3757] lr: 2.000e-03, eta: 1 day, 12:43:47, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5264, loss: 1.5264, grad_norm: 4.6696 2020-07-26 13:12:07,879 - mmaction - INFO - Epoch [48][3140/3757] lr: 2.000e-03, eta: 1 day, 12:43:35, time: 0.744, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5727, loss: 1.5727, grad_norm: 4.7025 2020-07-26 13:12:21,711 - mmaction - INFO - Epoch [48][3160/3757] lr: 2.000e-03, eta: 1 day, 12:43:22, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.6492 2020-07-26 13:12:36,548 - mmaction - INFO - Epoch [48][3180/3757] lr: 2.000e-03, eta: 1 day, 12:43:10, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.5025, loss: 1.5025, grad_norm: 4.5740 2020-07-26 13:12:50,085 - mmaction - INFO - Epoch [48][3200/3757] lr: 2.000e-03, eta: 1 day, 12:42:56, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.6131, loss: 1.6131, grad_norm: 4.7421 2020-07-26 13:13:03,610 - mmaction - INFO - Epoch [48][3220/3757] lr: 2.000e-03, eta: 1 day, 12:42:43, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.5376, loss: 1.5376, grad_norm: 4.5931 2020-07-26 13:13:18,438 - mmaction - INFO - Epoch [48][3240/3757] lr: 2.000e-03, eta: 1 day, 12:42:31, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.8099 2020-07-26 13:13:32,915 - mmaction - INFO - Epoch [48][3260/3757] lr: 2.000e-03, eta: 1 day, 12:42:19, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8500, loss_cls: 1.5074, loss: 1.5074, grad_norm: 4.7192 2020-07-26 13:13:45,949 - mmaction - INFO - Epoch [48][3280/3757] lr: 2.000e-03, eta: 1 day, 12:42:05, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.5690 2020-07-26 13:13:59,973 - mmaction - INFO - Epoch [48][3300/3757] lr: 2.000e-03, eta: 1 day, 12:41:52, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.9587 2020-07-26 13:14:13,660 - mmaction - INFO - Epoch [48][3320/3757] lr: 2.000e-03, eta: 1 day, 12:41:38, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5258, loss: 1.5258, grad_norm: 4.6947 2020-07-26 13:14:26,914 - mmaction - INFO - Epoch [48][3340/3757] lr: 2.000e-03, eta: 1 day, 12:41:25, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.5033, loss: 1.5033, grad_norm: 4.7287 2020-07-26 13:14:40,693 - mmaction - INFO - Epoch [48][3360/3757] lr: 2.000e-03, eta: 1 day, 12:41:11, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8320, loss_cls: 1.5839, loss: 1.5839, grad_norm: 4.8320 2020-07-26 13:14:54,478 - mmaction - INFO - Epoch [48][3380/3757] lr: 2.000e-03, eta: 1 day, 12:40:58, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5889, loss: 1.5889, grad_norm: 4.7697 2020-07-26 13:15:07,840 - mmaction - INFO - Epoch [48][3400/3757] lr: 2.000e-03, eta: 1 day, 12:40:45, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.6067, loss: 1.6067, grad_norm: 4.7965 2020-07-26 13:15:21,684 - mmaction - INFO - Epoch [48][3420/3757] lr: 2.000e-03, eta: 1 day, 12:40:31, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4915, loss: 1.4915, grad_norm: 4.6122 2020-07-26 13:15:35,025 - mmaction - INFO - Epoch [48][3440/3757] lr: 2.000e-03, eta: 1 day, 12:40:18, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6006, loss: 1.6006, grad_norm: 4.7253 2020-07-26 13:15:48,485 - mmaction - INFO - Epoch [48][3460/3757] lr: 2.000e-03, eta: 1 day, 12:40:04, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4751, loss: 1.4751, grad_norm: 4.4351 2020-07-26 13:16:02,320 - mmaction - INFO - Epoch [48][3480/3757] lr: 2.000e-03, eta: 1 day, 12:39:51, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4744, loss: 1.4744, grad_norm: 4.5757 2020-07-26 13:16:16,060 - mmaction - INFO - Epoch [48][3500/3757] lr: 2.000e-03, eta: 1 day, 12:39:38, time: 0.682, data_time: 0.040, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5378, loss: 1.5378, grad_norm: 4.7343 2020-07-26 13:16:29,272 - mmaction - INFO - Epoch [48][3520/3757] lr: 2.000e-03, eta: 1 day, 12:39:24, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.5203, loss: 1.5203, grad_norm: 4.6789 2020-07-26 13:16:43,098 - mmaction - INFO - Epoch [48][3540/3757] lr: 2.000e-03, eta: 1 day, 12:39:11, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.8874 2020-07-26 13:16:56,303 - mmaction - INFO - Epoch [48][3560/3757] lr: 2.000e-03, eta: 1 day, 12:38:57, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8445, loss_cls: 1.4657, loss: 1.4657, grad_norm: 4.6149 2020-07-26 13:17:09,965 - mmaction - INFO - Epoch [48][3580/3757] lr: 2.000e-03, eta: 1 day, 12:38:44, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4679, loss: 1.4679, grad_norm: 4.6793 2020-07-26 13:17:23,584 - mmaction - INFO - Epoch [48][3600/3757] lr: 2.000e-03, eta: 1 day, 12:38:31, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5809, loss: 1.5809, grad_norm: 4.7288 2020-07-26 13:17:37,208 - mmaction - INFO - Epoch [48][3620/3757] lr: 2.000e-03, eta: 1 day, 12:38:17, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8375, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.7810 2020-07-26 13:17:50,563 - mmaction - INFO - Epoch [48][3640/3757] lr: 2.000e-03, eta: 1 day, 12:38:04, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4380, loss: 1.4380, grad_norm: 4.7428 2020-07-26 13:18:04,379 - mmaction - INFO - Epoch [48][3660/3757] lr: 2.000e-03, eta: 1 day, 12:37:50, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8086, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.8600 2020-07-26 13:18:17,746 - mmaction - INFO - Epoch [48][3680/3757] lr: 2.000e-03, eta: 1 day, 12:37:37, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.6732 2020-07-26 13:18:32,530 - mmaction - INFO - Epoch [48][3700/3757] lr: 2.000e-03, eta: 1 day, 12:37:25, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.4813, loss: 1.4813, grad_norm: 4.5913 2020-07-26 13:18:45,689 - mmaction - INFO - Epoch [48][3720/3757] lr: 2.000e-03, eta: 1 day, 12:37:11, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5738, loss: 1.5738, grad_norm: 4.7850 2020-07-26 13:18:59,622 - mmaction - INFO - Epoch [48][3740/3757] lr: 2.000e-03, eta: 1 day, 12:36:58, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5467, loss: 1.5467, grad_norm: 4.6212 2020-07-26 13:19:11,304 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-26 13:19:38,184 - mmaction - INFO - Epoch [49][20/3757] lr: 2.000e-03, eta: 1 day, 12:36:33, time: 1.266, data_time: 0.637, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.5110, loss: 1.5110, grad_norm: 4.6358 2020-07-26 13:19:50,502 - mmaction - INFO - Epoch [49][40/3757] lr: 2.000e-03, eta: 1 day, 12:36:18, time: 0.615, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5293, loss: 1.5293, grad_norm: 4.8142 2020-07-26 13:20:03,208 - mmaction - INFO - Epoch [49][60/3757] lr: 2.000e-03, eta: 1 day, 12:36:04, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4813, loss: 1.4813, grad_norm: 4.6323 2020-07-26 13:20:15,774 - mmaction - INFO - Epoch [49][80/3757] lr: 2.000e-03, eta: 1 day, 12:35:50, time: 0.628, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.5107, loss: 1.5107, grad_norm: 4.5916 2020-07-26 13:20:29,282 - mmaction - INFO - Epoch [49][100/3757] lr: 2.000e-03, eta: 1 day, 12:35:36, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4983, loss: 1.4983, grad_norm: 4.6012 2020-07-26 13:20:43,507 - mmaction - INFO - Epoch [49][120/3757] lr: 2.000e-03, eta: 1 day, 12:35:23, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.5965, loss: 1.5965, grad_norm: 4.7627 2020-07-26 13:20:58,060 - mmaction - INFO - Epoch [49][140/3757] lr: 2.000e-03, eta: 1 day, 12:35:11, time: 0.729, data_time: 0.004, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8398, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.7767 2020-07-26 13:21:11,852 - mmaction - INFO - Epoch [49][160/3757] lr: 2.000e-03, eta: 1 day, 12:34:58, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.5024, loss: 1.5024, grad_norm: 4.7720 2020-07-26 13:21:25,370 - mmaction - INFO - Epoch [49][180/3757] lr: 2.000e-03, eta: 1 day, 12:34:44, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4056, loss: 1.4056, grad_norm: 4.5940 2020-07-26 13:21:38,639 - mmaction - INFO - Epoch [49][200/3757] lr: 2.000e-03, eta: 1 day, 12:34:31, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.6038 2020-07-26 13:21:53,090 - mmaction - INFO - Epoch [49][220/3757] lr: 2.000e-03, eta: 1 day, 12:34:18, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4125, loss: 1.4125, grad_norm: 4.6049 2020-07-26 13:22:06,716 - mmaction - INFO - Epoch [49][240/3757] lr: 2.000e-03, eta: 1 day, 12:34:05, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4895, loss: 1.4895, grad_norm: 4.4721 2020-07-26 13:22:20,475 - mmaction - INFO - Epoch [49][260/3757] lr: 2.000e-03, eta: 1 day, 12:33:52, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5177, loss: 1.5177, grad_norm: 4.6915 2020-07-26 13:22:34,034 - mmaction - INFO - Epoch [49][280/3757] lr: 2.000e-03, eta: 1 day, 12:33:38, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4162, loss: 1.4162, grad_norm: 4.6171 2020-07-26 13:22:48,227 - mmaction - INFO - Epoch [49][300/3757] lr: 2.000e-03, eta: 1 day, 12:33:25, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8516, loss_cls: 1.5270, loss: 1.5270, grad_norm: 4.7744 2020-07-26 13:23:01,555 - mmaction - INFO - Epoch [49][320/3757] lr: 2.000e-03, eta: 1 day, 12:33:12, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.8860 2020-07-26 13:23:15,440 - mmaction - INFO - Epoch [49][340/3757] lr: 2.000e-03, eta: 1 day, 12:32:59, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.4911, loss: 1.4911, grad_norm: 4.6160 2020-07-26 13:23:29,487 - mmaction - INFO - Epoch [49][360/3757] lr: 2.000e-03, eta: 1 day, 12:32:46, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5302, loss: 1.5302, grad_norm: 4.6826 2020-07-26 13:23:43,128 - mmaction - INFO - Epoch [49][380/3757] lr: 2.000e-03, eta: 1 day, 12:32:32, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.5498 2020-07-26 13:23:56,047 - mmaction - INFO - Epoch [49][400/3757] lr: 2.000e-03, eta: 1 day, 12:32:18, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.4819, loss: 1.4819, grad_norm: 4.8299 2020-07-26 13:24:10,381 - mmaction - INFO - Epoch [49][420/3757] lr: 2.000e-03, eta: 1 day, 12:32:06, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5268, loss: 1.5268, grad_norm: 4.6294 2020-07-26 13:24:23,604 - mmaction - INFO - Epoch [49][440/3757] lr: 2.000e-03, eta: 1 day, 12:31:52, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.8182 2020-07-26 13:24:38,178 - mmaction - INFO - Epoch [49][460/3757] lr: 2.000e-03, eta: 1 day, 12:31:40, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4493, loss: 1.4493, grad_norm: 4.6040 2020-07-26 13:24:51,713 - mmaction - INFO - Epoch [49][480/3757] lr: 2.000e-03, eta: 1 day, 12:31:26, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6358, loss: 1.6358, grad_norm: 4.9627 2020-07-26 13:25:06,752 - mmaction - INFO - Epoch [49][500/3757] lr: 2.000e-03, eta: 1 day, 12:31:14, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.5990, loss: 1.5990, grad_norm: 4.7610 2020-07-26 13:25:20,768 - mmaction - INFO - Epoch [49][520/3757] lr: 2.000e-03, eta: 1 day, 12:31:01, time: 0.700, data_time: 0.002, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5125, loss: 1.5125, grad_norm: 4.7016 2020-07-26 13:25:33,770 - mmaction - INFO - Epoch [49][540/3757] lr: 2.000e-03, eta: 1 day, 12:30:47, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5257, loss: 1.5257, grad_norm: 4.6643 2020-07-26 13:25:48,277 - mmaction - INFO - Epoch [49][560/3757] lr: 2.000e-03, eta: 1 day, 12:30:35, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4940, loss: 1.4940, grad_norm: 4.8011 2020-07-26 13:26:01,495 - mmaction - INFO - Epoch [49][580/3757] lr: 2.000e-03, eta: 1 day, 12:30:21, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4726, loss: 1.4726, grad_norm: 4.7943 2020-07-26 13:26:16,053 - mmaction - INFO - Epoch [49][600/3757] lr: 2.000e-03, eta: 1 day, 12:30:09, time: 0.728, data_time: 0.003, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5655, loss: 1.5655, grad_norm: 4.7650 2020-07-26 13:26:29,589 - mmaction - INFO - Epoch [49][620/3757] lr: 2.000e-03, eta: 1 day, 12:29:55, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.5887, loss: 1.5887, grad_norm: 4.8022 2020-07-26 13:26:43,432 - mmaction - INFO - Epoch [49][640/3757] lr: 2.000e-03, eta: 1 day, 12:29:42, time: 0.692, data_time: 0.002, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4977, loss: 1.4977, grad_norm: 4.5630 2020-07-26 13:26:56,469 - mmaction - INFO - Epoch [49][660/3757] lr: 2.000e-03, eta: 1 day, 12:29:28, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5486, loss: 1.5486, grad_norm: 4.5997 2020-07-26 13:27:10,116 - mmaction - INFO - Epoch [49][680/3757] lr: 2.000e-03, eta: 1 day, 12:29:15, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5125, loss: 1.5125, grad_norm: 4.7588 2020-07-26 13:27:23,374 - mmaction - INFO - Epoch [49][700/3757] lr: 2.000e-03, eta: 1 day, 12:29:01, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5040, loss: 1.5040, grad_norm: 4.7555 2020-07-26 13:27:36,626 - mmaction - INFO - Epoch [49][720/3757] lr: 2.000e-03, eta: 1 day, 12:28:48, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8445, loss_cls: 1.5136, loss: 1.5136, grad_norm: 4.7785 2020-07-26 13:27:50,579 - mmaction - INFO - Epoch [49][740/3757] lr: 2.000e-03, eta: 1 day, 12:28:35, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5397, loss: 1.5397, grad_norm: 4.7851 2020-07-26 13:28:04,794 - mmaction - INFO - Epoch [49][760/3757] lr: 2.000e-03, eta: 1 day, 12:28:22, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5769, loss: 1.5769, grad_norm: 4.7337 2020-07-26 13:28:17,919 - mmaction - INFO - Epoch [49][780/3757] lr: 2.000e-03, eta: 1 day, 12:28:08, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5384, loss: 1.5384, grad_norm: 4.7106 2020-07-26 13:28:32,322 - mmaction - INFO - Epoch [49][800/3757] lr: 2.000e-03, eta: 1 day, 12:27:55, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8195, loss_cls: 1.5433, loss: 1.5433, grad_norm: 4.7859 2020-07-26 13:28:45,406 - mmaction - INFO - Epoch [49][820/3757] lr: 2.000e-03, eta: 1 day, 12:27:41, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5421, loss: 1.5421, grad_norm: 4.6849 2020-07-26 13:28:59,658 - mmaction - INFO - Epoch [49][840/3757] lr: 2.000e-03, eta: 1 day, 12:27:29, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4807, loss: 1.4807, grad_norm: 4.7628 2020-07-26 13:29:13,501 - mmaction - INFO - Epoch [49][860/3757] lr: 2.000e-03, eta: 1 day, 12:27:16, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.7157 2020-07-26 13:29:26,358 - mmaction - INFO - Epoch [49][880/3757] lr: 2.000e-03, eta: 1 day, 12:27:01, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.7890 2020-07-26 13:29:39,500 - mmaction - INFO - Epoch [49][900/3757] lr: 2.000e-03, eta: 1 day, 12:26:48, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.4103, loss: 1.4103, grad_norm: 4.5135 2020-07-26 13:29:53,487 - mmaction - INFO - Epoch [49][920/3757] lr: 2.000e-03, eta: 1 day, 12:26:35, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8492, loss_cls: 1.5415, loss: 1.5415, grad_norm: 4.8079 2020-07-26 13:30:06,567 - mmaction - INFO - Epoch [49][940/3757] lr: 2.000e-03, eta: 1 day, 12:26:21, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5132, loss: 1.5132, grad_norm: 4.6929 2020-07-26 13:30:20,389 - mmaction - INFO - Epoch [49][960/3757] lr: 2.000e-03, eta: 1 day, 12:26:08, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4563, loss: 1.4563, grad_norm: 4.6254 2020-07-26 13:30:33,887 - mmaction - INFO - Epoch [49][980/3757] lr: 2.000e-03, eta: 1 day, 12:25:54, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5482, loss: 1.5482, grad_norm: 4.8816 2020-07-26 13:30:47,036 - mmaction - INFO - Epoch [49][1000/3757] lr: 2.000e-03, eta: 1 day, 12:25:40, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.4962, loss: 1.4962, grad_norm: 4.7075 2020-07-26 13:31:01,551 - mmaction - INFO - Epoch [49][1020/3757] lr: 2.000e-03, eta: 1 day, 12:25:28, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.7618 2020-07-26 13:31:15,057 - mmaction - INFO - Epoch [49][1040/3757] lr: 2.000e-03, eta: 1 day, 12:25:14, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.6036, loss: 1.6036, grad_norm: 4.8326 2020-07-26 13:31:28,415 - mmaction - INFO - Epoch [49][1060/3757] lr: 2.000e-03, eta: 1 day, 12:25:01, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4020, loss: 1.4020, grad_norm: 4.7023 2020-07-26 13:31:43,158 - mmaction - INFO - Epoch [49][1080/3757] lr: 2.000e-03, eta: 1 day, 12:24:49, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5338, loss: 1.5338, grad_norm: 4.7190 2020-07-26 13:31:56,787 - mmaction - INFO - Epoch [49][1100/3757] lr: 2.000e-03, eta: 1 day, 12:24:35, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8547, loss_cls: 1.4632, loss: 1.4632, grad_norm: 4.6746 2020-07-26 13:32:10,221 - mmaction - INFO - Epoch [49][1120/3757] lr: 2.000e-03, eta: 1 day, 12:24:22, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5332, loss: 1.5332, grad_norm: 4.6651 2020-07-26 13:32:23,472 - mmaction - INFO - Epoch [49][1140/3757] lr: 2.000e-03, eta: 1 day, 12:24:08, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5017, loss: 1.5017, grad_norm: 4.7815 2020-07-26 13:32:36,750 - mmaction - INFO - Epoch [49][1160/3757] lr: 2.000e-03, eta: 1 day, 12:23:54, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5435, loss: 1.5435, grad_norm: 4.7983 2020-07-26 13:32:50,177 - mmaction - INFO - Epoch [49][1180/3757] lr: 2.000e-03, eta: 1 day, 12:23:41, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5051, loss: 1.5051, grad_norm: 4.6496 2020-07-26 13:33:03,946 - mmaction - INFO - Epoch [49][1200/3757] lr: 2.000e-03, eta: 1 day, 12:23:27, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5226, loss: 1.5226, grad_norm: 4.6978 2020-07-26 13:33:17,132 - mmaction - INFO - Epoch [49][1220/3757] lr: 2.000e-03, eta: 1 day, 12:23:13, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5181, loss: 1.5181, grad_norm: 4.7749 2020-07-26 13:33:30,688 - mmaction - INFO - Epoch [49][1240/3757] lr: 2.000e-03, eta: 1 day, 12:23:00, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4884, loss: 1.4884, grad_norm: 4.5204 2020-07-26 13:33:45,164 - mmaction - INFO - Epoch [49][1260/3757] lr: 2.000e-03, eta: 1 day, 12:22:48, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5273, loss: 1.5273, grad_norm: 4.8056 2020-07-26 13:33:58,460 - mmaction - INFO - Epoch [49][1280/3757] lr: 2.000e-03, eta: 1 day, 12:22:34, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4544, loss: 1.4544, grad_norm: 4.6427 2020-07-26 13:34:12,351 - mmaction - INFO - Epoch [49][1300/3757] lr: 2.000e-03, eta: 1 day, 12:22:21, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8422, loss_cls: 1.4975, loss: 1.4975, grad_norm: 4.7027 2020-07-26 13:34:25,504 - mmaction - INFO - Epoch [49][1320/3757] lr: 2.000e-03, eta: 1 day, 12:22:07, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.4508, loss: 1.4508, grad_norm: 4.6569 2020-07-26 13:34:39,285 - mmaction - INFO - Epoch [49][1340/3757] lr: 2.000e-03, eta: 1 day, 12:21:54, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8266, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.8969 2020-07-26 13:34:53,201 - mmaction - INFO - Epoch [49][1360/3757] lr: 2.000e-03, eta: 1 day, 12:21:41, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.6118, loss: 1.6118, grad_norm: 4.8796 2020-07-26 13:35:07,353 - mmaction - INFO - Epoch [49][1380/3757] lr: 2.000e-03, eta: 1 day, 12:21:28, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5200, loss: 1.5200, grad_norm: 4.6104 2020-07-26 13:35:21,506 - mmaction - INFO - Epoch [49][1400/3757] lr: 2.000e-03, eta: 1 day, 12:21:15, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5653, loss: 1.5653, grad_norm: 4.7601 2020-07-26 13:35:34,646 - mmaction - INFO - Epoch [49][1420/3757] lr: 2.000e-03, eta: 1 day, 12:21:01, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.6055 2020-07-26 13:35:47,796 - mmaction - INFO - Epoch [49][1440/3757] lr: 2.000e-03, eta: 1 day, 12:20:47, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5237, loss: 1.5237, grad_norm: 4.7371 2020-07-26 13:36:01,841 - mmaction - INFO - Epoch [49][1460/3757] lr: 2.000e-03, eta: 1 day, 12:20:34, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5460, loss: 1.5460, grad_norm: 4.6595 2020-07-26 13:36:15,269 - mmaction - INFO - Epoch [49][1480/3757] lr: 2.000e-03, eta: 1 day, 12:20:21, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.7639 2020-07-26 13:36:28,632 - mmaction - INFO - Epoch [49][1500/3757] lr: 2.000e-03, eta: 1 day, 12:20:07, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5329, loss: 1.5329, grad_norm: 4.8062 2020-07-26 13:36:42,377 - mmaction - INFO - Epoch [49][1520/3757] lr: 2.000e-03, eta: 1 day, 12:19:54, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5185, loss: 1.5185, grad_norm: 4.6655 2020-07-26 13:36:55,686 - mmaction - INFO - Epoch [49][1540/3757] lr: 2.000e-03, eta: 1 day, 12:19:40, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.5152, loss: 1.5152, grad_norm: 4.6465 2020-07-26 13:37:09,679 - mmaction - INFO - Epoch [49][1560/3757] lr: 2.000e-03, eta: 1 day, 12:19:27, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4762, loss: 1.4762, grad_norm: 4.7117 2020-07-26 13:37:23,706 - mmaction - INFO - Epoch [49][1580/3757] lr: 2.000e-03, eta: 1 day, 12:19:14, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5052, loss: 1.5052, grad_norm: 4.7522 2020-07-26 13:37:37,972 - mmaction - INFO - Epoch [49][1600/3757] lr: 2.000e-03, eta: 1 day, 12:19:02, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8211, loss_cls: 1.5527, loss: 1.5527, grad_norm: 4.8097 2020-07-26 13:37:52,469 - mmaction - INFO - Epoch [49][1620/3757] lr: 2.000e-03, eta: 1 day, 12:18:49, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.7769 2020-07-26 13:38:05,986 - mmaction - INFO - Epoch [49][1640/3757] lr: 2.000e-03, eta: 1 day, 12:18:36, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5333, loss: 1.5333, grad_norm: 4.7841 2020-07-26 13:38:19,142 - mmaction - INFO - Epoch [49][1660/3757] lr: 2.000e-03, eta: 1 day, 12:18:22, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5554, loss: 1.5554, grad_norm: 4.8424 2020-07-26 13:38:33,069 - mmaction - INFO - Epoch [49][1680/3757] lr: 2.000e-03, eta: 1 day, 12:18:09, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4365, loss: 1.4365, grad_norm: 4.7236 2020-07-26 13:38:46,854 - mmaction - INFO - Epoch [49][1700/3757] lr: 2.000e-03, eta: 1 day, 12:17:56, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8180, loss_cls: 1.5455, loss: 1.5455, grad_norm: 4.8192 2020-07-26 13:39:00,864 - mmaction - INFO - Epoch [49][1720/3757] lr: 2.000e-03, eta: 1 day, 12:17:43, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5498, loss: 1.5498, grad_norm: 4.7496 2020-07-26 13:39:14,693 - mmaction - INFO - Epoch [49][1740/3757] lr: 2.000e-03, eta: 1 day, 12:17:30, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.4838, loss: 1.4838, grad_norm: 4.6894 2020-07-26 13:39:27,701 - mmaction - INFO - Epoch [49][1760/3757] lr: 2.000e-03, eta: 1 day, 12:17:16, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8234, loss_cls: 1.5276, loss: 1.5276, grad_norm: 4.7847 2020-07-26 13:39:41,272 - mmaction - INFO - Epoch [49][1780/3757] lr: 2.000e-03, eta: 1 day, 12:17:02, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4787, loss: 1.4787, grad_norm: 4.5418 2020-07-26 13:39:54,429 - mmaction - INFO - Epoch [49][1800/3757] lr: 2.000e-03, eta: 1 day, 12:16:49, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4419, loss: 1.4419, grad_norm: 4.7399 2020-07-26 13:40:07,963 - mmaction - INFO - Epoch [49][1820/3757] lr: 2.000e-03, eta: 1 day, 12:16:35, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5351, loss: 1.5351, grad_norm: 4.7700 2020-07-26 13:40:22,001 - mmaction - INFO - Epoch [49][1840/3757] lr: 2.000e-03, eta: 1 day, 12:16:22, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5454, loss: 1.5454, grad_norm: 4.6774 2020-07-26 13:40:36,509 - mmaction - INFO - Epoch [49][1860/3757] lr: 2.000e-03, eta: 1 day, 12:16:10, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5571, loss: 1.5571, grad_norm: 4.7937 2020-07-26 13:40:49,792 - mmaction - INFO - Epoch [49][1880/3757] lr: 2.000e-03, eta: 1 day, 12:15:56, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5245, loss: 1.5245, grad_norm: 4.7236 2020-07-26 13:41:03,166 - mmaction - INFO - Epoch [49][1900/3757] lr: 2.000e-03, eta: 1 day, 12:15:42, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.5774, loss: 1.5774, grad_norm: 4.7420 2020-07-26 13:41:17,177 - mmaction - INFO - Epoch [49][1920/3757] lr: 2.000e-03, eta: 1 day, 12:15:29, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8352, loss_cls: 1.5858, loss: 1.5858, grad_norm: 4.7904 2020-07-26 13:41:30,229 - mmaction - INFO - Epoch [49][1940/3757] lr: 2.000e-03, eta: 1 day, 12:15:15, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8391, loss_cls: 1.5198, loss: 1.5198, grad_norm: 4.7493 2020-07-26 13:41:43,528 - mmaction - INFO - Epoch [49][1960/3757] lr: 2.000e-03, eta: 1 day, 12:15:02, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5096, loss: 1.5096, grad_norm: 4.6687 2020-07-26 13:41:57,396 - mmaction - INFO - Epoch [49][1980/3757] lr: 2.000e-03, eta: 1 day, 12:14:49, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5714, loss: 1.5714, grad_norm: 4.7734 2020-07-26 13:42:11,427 - mmaction - INFO - Epoch [49][2000/3757] lr: 2.000e-03, eta: 1 day, 12:14:36, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.9125 2020-07-26 13:42:25,089 - mmaction - INFO - Epoch [49][2020/3757] lr: 2.000e-03, eta: 1 day, 12:14:22, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.5050, loss: 1.5050, grad_norm: 4.7667 2020-07-26 13:42:38,384 - mmaction - INFO - Epoch [49][2040/3757] lr: 2.000e-03, eta: 1 day, 12:14:09, time: 0.664, data_time: 0.001, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4583, loss: 1.4583, grad_norm: 4.6797 2020-07-26 13:42:52,382 - mmaction - INFO - Epoch [49][2060/3757] lr: 2.000e-03, eta: 1 day, 12:13:56, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.5127, loss: 1.5127, grad_norm: 4.7070 2020-07-26 13:43:06,639 - mmaction - INFO - Epoch [49][2080/3757] lr: 2.000e-03, eta: 1 day, 12:13:43, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.7306 2020-07-26 13:43:19,625 - mmaction - INFO - Epoch [49][2100/3757] lr: 2.000e-03, eta: 1 day, 12:13:29, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4711, loss: 1.4711, grad_norm: 4.6638 2020-07-26 13:43:33,564 - mmaction - INFO - Epoch [49][2120/3757] lr: 2.000e-03, eta: 1 day, 12:13:16, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6424, loss: 1.6424, grad_norm: 4.7798 2020-07-26 13:43:47,484 - mmaction - INFO - Epoch [49][2140/3757] lr: 2.000e-03, eta: 1 day, 12:13:03, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4749, loss: 1.4749, grad_norm: 4.7610 2020-07-26 13:44:02,082 - mmaction - INFO - Epoch [49][2160/3757] lr: 2.000e-03, eta: 1 day, 12:12:51, time: 0.731, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4835, loss: 1.4835, grad_norm: 4.7476 2020-07-26 13:44:15,973 - mmaction - INFO - Epoch [49][2180/3757] lr: 2.000e-03, eta: 1 day, 12:12:38, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.4842, loss: 1.4842, grad_norm: 4.5872 2020-07-26 13:44:29,816 - mmaction - INFO - Epoch [49][2200/3757] lr: 2.000e-03, eta: 1 day, 12:12:24, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5205, loss: 1.5205, grad_norm: 4.6673 2020-07-26 13:44:43,005 - mmaction - INFO - Epoch [49][2220/3757] lr: 2.000e-03, eta: 1 day, 12:12:11, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4780, loss: 1.4780, grad_norm: 4.5315 2020-07-26 13:44:56,615 - mmaction - INFO - Epoch [49][2240/3757] lr: 2.000e-03, eta: 1 day, 12:11:57, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.7862 2020-07-26 13:45:10,630 - mmaction - INFO - Epoch [49][2260/3757] lr: 2.000e-03, eta: 1 day, 12:11:44, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5527, loss: 1.5527, grad_norm: 4.7393 2020-07-26 13:45:25,117 - mmaction - INFO - Epoch [49][2280/3757] lr: 2.000e-03, eta: 1 day, 12:11:32, time: 0.728, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.7938 2020-07-26 13:45:38,468 - mmaction - INFO - Epoch [49][2300/3757] lr: 2.000e-03, eta: 1 day, 12:11:18, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.9159 2020-07-26 13:45:52,370 - mmaction - INFO - Epoch [49][2320/3757] lr: 2.000e-03, eta: 1 day, 12:11:05, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.5821 2020-07-26 13:46:06,360 - mmaction - INFO - Epoch [49][2340/3757] lr: 2.000e-03, eta: 1 day, 12:10:52, time: 0.700, data_time: 0.003, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5299, loss: 1.5299, grad_norm: 4.6495 2020-07-26 13:46:19,553 - mmaction - INFO - Epoch [49][2360/3757] lr: 2.000e-03, eta: 1 day, 12:10:38, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5470, loss: 1.5470, grad_norm: 4.7345 2020-07-26 13:46:32,873 - mmaction - INFO - Epoch [49][2380/3757] lr: 2.000e-03, eta: 1 day, 12:10:25, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5492, loss: 1.5492, grad_norm: 4.7022 2020-07-26 13:46:46,386 - mmaction - INFO - Epoch [49][2400/3757] lr: 2.000e-03, eta: 1 day, 12:10:11, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5725, loss: 1.5725, grad_norm: 4.7998 2020-07-26 13:46:59,975 - mmaction - INFO - Epoch [49][2420/3757] lr: 2.000e-03, eta: 1 day, 12:09:58, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8391, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.8330 2020-07-26 13:47:13,614 - mmaction - INFO - Epoch [49][2440/3757] lr: 2.000e-03, eta: 1 day, 12:09:44, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5546, loss: 1.5546, grad_norm: 4.7299 2020-07-26 13:47:26,913 - mmaction - INFO - Epoch [49][2460/3757] lr: 2.000e-03, eta: 1 day, 12:09:31, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5746, loss: 1.5746, grad_norm: 4.6710 2020-07-26 13:47:40,758 - mmaction - INFO - Epoch [49][2480/3757] lr: 2.000e-03, eta: 1 day, 12:09:18, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5442, loss: 1.5442, grad_norm: 4.7601 2020-07-26 13:47:54,075 - mmaction - INFO - Epoch [49][2500/3757] lr: 2.000e-03, eta: 1 day, 12:09:04, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5729, loss: 1.5729, grad_norm: 4.8132 2020-07-26 13:48:07,826 - mmaction - INFO - Epoch [49][2520/3757] lr: 2.000e-03, eta: 1 day, 12:08:51, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4350, loss: 1.4350, grad_norm: 4.5933 2020-07-26 13:48:21,277 - mmaction - INFO - Epoch [49][2540/3757] lr: 2.000e-03, eta: 1 day, 12:08:37, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.5699, loss: 1.5699, grad_norm: 4.7650 2020-07-26 13:48:34,843 - mmaction - INFO - Epoch [49][2560/3757] lr: 2.000e-03, eta: 1 day, 12:08:24, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8555, loss_cls: 1.4831, loss: 1.4831, grad_norm: 4.6462 2020-07-26 13:48:48,341 - mmaction - INFO - Epoch [49][2580/3757] lr: 2.000e-03, eta: 1 day, 12:08:10, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.8334 2020-07-26 13:49:01,649 - mmaction - INFO - Epoch [49][2600/3757] lr: 2.000e-03, eta: 1 day, 12:07:56, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4613, loss: 1.4613, grad_norm: 4.6901 2020-07-26 13:49:15,610 - mmaction - INFO - Epoch [49][2620/3757] lr: 2.000e-03, eta: 1 day, 12:07:43, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5398, loss: 1.5398, grad_norm: 4.8939 2020-07-26 13:49:28,924 - mmaction - INFO - Epoch [49][2640/3757] lr: 2.000e-03, eta: 1 day, 12:07:30, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5334, loss: 1.5334, grad_norm: 4.7473 2020-07-26 13:49:42,168 - mmaction - INFO - Epoch [49][2660/3757] lr: 2.000e-03, eta: 1 day, 12:07:16, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4772, loss: 1.4772, grad_norm: 4.6422 2020-07-26 13:49:56,134 - mmaction - INFO - Epoch [49][2680/3757] lr: 2.000e-03, eta: 1 day, 12:07:03, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5551, loss: 1.5551, grad_norm: 4.7439 2020-07-26 13:50:09,534 - mmaction - INFO - Epoch [49][2700/3757] lr: 2.000e-03, eta: 1 day, 12:06:49, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5253, loss: 1.5253, grad_norm: 4.8149 2020-07-26 13:50:23,250 - mmaction - INFO - Epoch [49][2720/3757] lr: 2.000e-03, eta: 1 day, 12:06:36, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5413, loss: 1.5413, grad_norm: 4.6978 2020-07-26 13:50:36,594 - mmaction - INFO - Epoch [49][2740/3757] lr: 2.000e-03, eta: 1 day, 12:06:23, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5479, loss: 1.5479, grad_norm: 4.7167 2020-07-26 13:50:50,381 - mmaction - INFO - Epoch [49][2760/3757] lr: 2.000e-03, eta: 1 day, 12:06:09, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5573, loss: 1.5573, grad_norm: 4.7126 2020-07-26 13:51:04,079 - mmaction - INFO - Epoch [49][2780/3757] lr: 2.000e-03, eta: 1 day, 12:05:56, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.7450 2020-07-26 13:51:17,614 - mmaction - INFO - Epoch [49][2800/3757] lr: 2.000e-03, eta: 1 day, 12:05:43, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4370, loss: 1.4370, grad_norm: 4.6676 2020-07-26 13:51:31,688 - mmaction - INFO - Epoch [49][2820/3757] lr: 2.000e-03, eta: 1 day, 12:05:30, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8172, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.7709 2020-07-26 13:51:45,139 - mmaction - INFO - Epoch [49][2840/3757] lr: 2.000e-03, eta: 1 day, 12:05:16, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4718, loss: 1.4718, grad_norm: 4.6976 2020-07-26 13:51:59,041 - mmaction - INFO - Epoch [49][2860/3757] lr: 2.000e-03, eta: 1 day, 12:05:03, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5427, loss: 1.5427, grad_norm: 4.8384 2020-07-26 13:52:12,676 - mmaction - INFO - Epoch [49][2880/3757] lr: 2.000e-03, eta: 1 day, 12:04:50, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.8694 2020-07-26 13:52:26,249 - mmaction - INFO - Epoch [49][2900/3757] lr: 2.000e-03, eta: 1 day, 12:04:36, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.4915, loss: 1.4915, grad_norm: 4.6712 2020-07-26 13:52:40,765 - mmaction - INFO - Epoch [49][2920/3757] lr: 2.000e-03, eta: 1 day, 12:04:24, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8289, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.8374 2020-07-26 13:52:54,159 - mmaction - INFO - Epoch [49][2940/3757] lr: 2.000e-03, eta: 1 day, 12:04:10, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8352, loss_cls: 1.5977, loss: 1.5977, grad_norm: 4.7929 2020-07-26 13:53:07,245 - mmaction - INFO - Epoch [49][2960/3757] lr: 2.000e-03, eta: 1 day, 12:03:56, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.4982, loss: 1.4982, grad_norm: 4.7134 2020-07-26 13:53:20,603 - mmaction - INFO - Epoch [49][2980/3757] lr: 2.000e-03, eta: 1 day, 12:03:43, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5488, loss: 1.5488, grad_norm: 4.7194 2020-07-26 13:53:34,143 - mmaction - INFO - Epoch [49][3000/3757] lr: 2.000e-03, eta: 1 day, 12:03:29, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.0218 2020-07-26 13:53:47,307 - mmaction - INFO - Epoch [49][3020/3757] lr: 2.000e-03, eta: 1 day, 12:03:15, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6468, loss: 1.6468, grad_norm: 4.9420 2020-07-26 13:54:01,360 - mmaction - INFO - Epoch [49][3040/3757] lr: 2.000e-03, eta: 1 day, 12:03:02, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8234, loss_cls: 1.5409, loss: 1.5409, grad_norm: 4.5868 2020-07-26 13:54:14,289 - mmaction - INFO - Epoch [49][3060/3757] lr: 2.000e-03, eta: 1 day, 12:02:48, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8141, loss_cls: 1.5650, loss: 1.5650, grad_norm: 4.6350 2020-07-26 13:54:28,033 - mmaction - INFO - Epoch [49][3080/3757] lr: 2.000e-03, eta: 1 day, 12:02:35, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5935, loss: 1.5935, grad_norm: 4.7877 2020-07-26 13:54:41,915 - mmaction - INFO - Epoch [49][3100/3757] lr: 2.000e-03, eta: 1 day, 12:02:22, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4456, loss: 1.4456, grad_norm: 4.4600 2020-07-26 13:54:55,580 - mmaction - INFO - Epoch [49][3120/3757] lr: 2.000e-03, eta: 1 day, 12:02:09, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5518, loss: 1.5518, grad_norm: 4.7777 2020-07-26 13:55:09,242 - mmaction - INFO - Epoch [49][3140/3757] lr: 2.000e-03, eta: 1 day, 12:01:55, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.5173, loss: 1.5173, grad_norm: 4.8892 2020-07-26 13:55:22,992 - mmaction - INFO - Epoch [49][3160/3757] lr: 2.000e-03, eta: 1 day, 12:01:42, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4557, loss: 1.4557, grad_norm: 4.7253 2020-07-26 13:55:36,906 - mmaction - INFO - Epoch [49][3180/3757] lr: 2.000e-03, eta: 1 day, 12:01:29, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5352, loss: 1.5352, grad_norm: 4.7548 2020-07-26 13:55:50,182 - mmaction - INFO - Epoch [49][3200/3757] lr: 2.000e-03, eta: 1 day, 12:01:15, time: 0.664, data_time: 0.002, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8367, loss_cls: 1.6060, loss: 1.6060, grad_norm: 4.8552 2020-07-26 13:56:04,098 - mmaction - INFO - Epoch [49][3220/3757] lr: 2.000e-03, eta: 1 day, 12:01:02, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5185, loss: 1.5185, grad_norm: 4.7587 2020-07-26 13:56:17,282 - mmaction - INFO - Epoch [49][3240/3757] lr: 2.000e-03, eta: 1 day, 12:00:49, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5448, loss: 1.5448, grad_norm: 4.8712 2020-07-26 13:56:31,069 - mmaction - INFO - Epoch [49][3260/3757] lr: 2.000e-03, eta: 1 day, 12:00:35, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5353, loss: 1.5353, grad_norm: 4.7251 2020-07-26 13:56:45,243 - mmaction - INFO - Epoch [49][3280/3757] lr: 2.000e-03, eta: 1 day, 12:00:23, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.4955, loss: 1.4955, grad_norm: 4.6269 2020-07-26 13:56:59,337 - mmaction - INFO - Epoch [49][3300/3757] lr: 2.000e-03, eta: 1 day, 12:00:10, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4608, loss: 1.4608, grad_norm: 4.7851 2020-07-26 13:57:12,451 - mmaction - INFO - Epoch [49][3320/3757] lr: 2.000e-03, eta: 1 day, 11:59:56, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8320, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.7086 2020-07-26 13:57:26,206 - mmaction - INFO - Epoch [49][3340/3757] lr: 2.000e-03, eta: 1 day, 11:59:43, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4561, loss: 1.4561, grad_norm: 4.5136 2020-07-26 13:57:39,901 - mmaction - INFO - Epoch [49][3360/3757] lr: 2.000e-03, eta: 1 day, 11:59:29, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8148, loss_cls: 1.5919, loss: 1.5919, grad_norm: 4.7413 2020-07-26 13:57:53,499 - mmaction - INFO - Epoch [49][3380/3757] lr: 2.000e-03, eta: 1 day, 11:59:16, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.5309, loss: 1.5309, grad_norm: 4.7278 2020-07-26 13:58:06,833 - mmaction - INFO - Epoch [49][3400/3757] lr: 2.000e-03, eta: 1 day, 11:59:02, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4613, loss: 1.4613, grad_norm: 4.8521 2020-07-26 13:58:20,226 - mmaction - INFO - Epoch [49][3420/3757] lr: 2.000e-03, eta: 1 day, 11:58:49, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.5070, loss: 1.5070, grad_norm: 4.8051 2020-07-26 13:58:33,366 - mmaction - INFO - Epoch [49][3440/3757] lr: 2.000e-03, eta: 1 day, 11:58:35, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.8725 2020-07-26 13:58:46,729 - mmaction - INFO - Epoch [49][3460/3757] lr: 2.000e-03, eta: 1 day, 11:58:21, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.5145, loss: 1.5145, grad_norm: 4.8594 2020-07-26 13:59:00,600 - mmaction - INFO - Epoch [49][3480/3757] lr: 2.000e-03, eta: 1 day, 11:58:08, time: 0.693, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4426, loss: 1.4426, grad_norm: 4.6894 2020-07-26 13:59:13,886 - mmaction - INFO - Epoch [49][3500/3757] lr: 2.000e-03, eta: 1 day, 11:57:54, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5106, loss: 1.5106, grad_norm: 4.8629 2020-07-26 13:59:27,198 - mmaction - INFO - Epoch [49][3520/3757] lr: 2.000e-03, eta: 1 day, 11:57:41, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4827, loss: 1.4827, grad_norm: 4.7017 2020-07-26 13:59:40,707 - mmaction - INFO - Epoch [49][3540/3757] lr: 2.000e-03, eta: 1 day, 11:57:27, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5382, loss: 1.5382, grad_norm: 4.7516 2020-07-26 13:59:55,070 - mmaction - INFO - Epoch [49][3560/3757] lr: 2.000e-03, eta: 1 day, 11:57:15, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5462, loss: 1.5462, grad_norm: 4.8998 2020-07-26 14:00:09,761 - mmaction - INFO - Epoch [49][3580/3757] lr: 2.000e-03, eta: 1 day, 11:57:02, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8148, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.8057 2020-07-26 14:00:22,718 - mmaction - INFO - Epoch [49][3600/3757] lr: 2.000e-03, eta: 1 day, 11:56:48, time: 0.656, data_time: 0.014, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4753, loss: 1.4753, grad_norm: 4.7508 2020-07-26 14:00:37,207 - mmaction - INFO - Epoch [49][3620/3757] lr: 2.000e-03, eta: 1 day, 11:56:36, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5658, loss: 1.5658, grad_norm: 4.8041 2020-07-26 14:00:51,541 - mmaction - INFO - Epoch [49][3640/3757] lr: 2.000e-03, eta: 1 day, 11:56:23, time: 0.717, data_time: 0.002, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5533, loss: 1.5533, grad_norm: 4.8051 2020-07-26 14:01:04,944 - mmaction - INFO - Epoch [49][3660/3757] lr: 2.000e-03, eta: 1 day, 11:56:09, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8172, loss_cls: 1.6548, loss: 1.6548, grad_norm: 4.8103 2020-07-26 14:01:18,246 - mmaction - INFO - Epoch [49][3680/3757] lr: 2.000e-03, eta: 1 day, 11:55:56, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.5172, loss: 1.5172, grad_norm: 4.6919 2020-07-26 14:01:31,826 - mmaction - INFO - Epoch [49][3700/3757] lr: 2.000e-03, eta: 1 day, 11:55:42, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4897, loss: 1.4897, grad_norm: 4.7588 2020-07-26 14:01:45,261 - mmaction - INFO - Epoch [49][3720/3757] lr: 2.000e-03, eta: 1 day, 11:55:29, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5091, loss: 1.5091, grad_norm: 4.7703 2020-07-26 14:01:59,601 - mmaction - INFO - Epoch [49][3740/3757] lr: 2.000e-03, eta: 1 day, 11:55:16, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5160, loss: 1.5160, grad_norm: 4.7146 2020-07-26 14:02:11,212 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-07-26 14:02:40,408 - mmaction - INFO - Epoch [50][20/3757] lr: 2.000e-03, eta: 1 day, 11:54:54, time: 1.374, data_time: 0.730, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.4834, loss: 1.4834, grad_norm: 4.7833 2020-07-26 14:02:52,442 - mmaction - INFO - Epoch [50][40/3757] lr: 2.000e-03, eta: 1 day, 11:54:39, time: 0.603, data_time: 0.003, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5918, loss: 1.5918, grad_norm: 4.8393 2020-07-26 14:03:05,778 - mmaction - INFO - Epoch [50][60/3757] lr: 2.000e-03, eta: 1 day, 11:54:25, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4650, loss: 1.4650, grad_norm: 4.5940 2020-07-26 14:03:19,506 - mmaction - INFO - Epoch [50][80/3757] lr: 2.000e-03, eta: 1 day, 11:54:12, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4674, loss: 1.4674, grad_norm: 4.7195 2020-07-26 14:03:34,092 - mmaction - INFO - Epoch [50][100/3757] lr: 2.000e-03, eta: 1 day, 11:54:00, time: 0.729, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4885, loss: 1.4885, grad_norm: 4.5776 2020-07-26 14:03:46,846 - mmaction - INFO - Epoch [50][120/3757] lr: 2.000e-03, eta: 1 day, 11:53:45, time: 0.638, data_time: 0.002, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.5039, loss: 1.5039, grad_norm: 4.6850 2020-07-26 14:04:01,220 - mmaction - INFO - Epoch [50][140/3757] lr: 2.000e-03, eta: 1 day, 11:53:33, time: 0.718, data_time: 0.002, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5503, loss: 1.5503, grad_norm: 4.6937 2020-07-26 14:04:14,987 - mmaction - INFO - Epoch [50][160/3757] lr: 2.000e-03, eta: 1 day, 11:53:20, time: 0.688, data_time: 0.002, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5492, loss: 1.5492, grad_norm: 4.7836 2020-07-26 14:04:28,812 - mmaction - INFO - Epoch [50][180/3757] lr: 2.000e-03, eta: 1 day, 11:53:06, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5098, loss: 1.5098, grad_norm: 4.8382 2020-07-26 14:04:42,695 - mmaction - INFO - Epoch [50][200/3757] lr: 2.000e-03, eta: 1 day, 11:52:53, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4842, loss: 1.4842, grad_norm: 4.7503 2020-07-26 14:04:55,980 - mmaction - INFO - Epoch [50][220/3757] lr: 2.000e-03, eta: 1 day, 11:52:39, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8469, loss_cls: 1.4727, loss: 1.4727, grad_norm: 4.7371 2020-07-26 14:05:10,852 - mmaction - INFO - Epoch [50][240/3757] lr: 2.000e-03, eta: 1 day, 11:52:27, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5066, loss: 1.5066, grad_norm: 4.8000 2020-07-26 14:05:24,343 - mmaction - INFO - Epoch [50][260/3757] lr: 2.000e-03, eta: 1 day, 11:52:14, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5235, loss: 1.5235, grad_norm: 4.8226 2020-07-26 14:05:38,147 - mmaction - INFO - Epoch [50][280/3757] lr: 2.000e-03, eta: 1 day, 11:52:01, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5127, loss: 1.5127, grad_norm: 4.7523 2020-07-26 14:05:51,993 - mmaction - INFO - Epoch [50][300/3757] lr: 2.000e-03, eta: 1 day, 11:51:48, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4149, loss: 1.4149, grad_norm: 4.7436 2020-07-26 14:06:06,225 - mmaction - INFO - Epoch [50][320/3757] lr: 2.000e-03, eta: 1 day, 11:51:35, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8258, loss_cls: 1.5130, loss: 1.5130, grad_norm: 4.8492 2020-07-26 14:06:20,002 - mmaction - INFO - Epoch [50][340/3757] lr: 2.000e-03, eta: 1 day, 11:51:22, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5205, loss: 1.5205, grad_norm: 4.7843 2020-07-26 14:06:34,923 - mmaction - INFO - Epoch [50][360/3757] lr: 2.000e-03, eta: 1 day, 11:51:10, time: 0.749, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4487, loss: 1.4487, grad_norm: 4.7966 2020-07-26 14:06:47,835 - mmaction - INFO - Epoch [50][380/3757] lr: 2.000e-03, eta: 1 day, 11:50:56, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.4883, loss: 1.4883, grad_norm: 4.8069 2020-07-26 14:07:01,297 - mmaction - INFO - Epoch [50][400/3757] lr: 2.000e-03, eta: 1 day, 11:50:42, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4740, loss: 1.4740, grad_norm: 4.8183 2020-07-26 14:07:14,886 - mmaction - INFO - Epoch [50][420/3757] lr: 2.000e-03, eta: 1 day, 11:50:29, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4488, loss: 1.4488, grad_norm: 4.7176 2020-07-26 14:07:28,635 - mmaction - INFO - Epoch [50][440/3757] lr: 2.000e-03, eta: 1 day, 11:50:15, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5547, loss: 1.5547, grad_norm: 4.9436 2020-07-26 14:07:41,894 - mmaction - INFO - Epoch [50][460/3757] lr: 2.000e-03, eta: 1 day, 11:50:02, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8133, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.8936 2020-07-26 14:07:55,249 - mmaction - INFO - Epoch [50][480/3757] lr: 2.000e-03, eta: 1 day, 11:49:48, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5593, loss: 1.5593, grad_norm: 4.8787 2020-07-26 14:08:08,969 - mmaction - INFO - Epoch [50][500/3757] lr: 2.000e-03, eta: 1 day, 11:49:35, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5001, loss: 1.5001, grad_norm: 4.6874 2020-07-26 14:08:23,256 - mmaction - INFO - Epoch [50][520/3757] lr: 2.000e-03, eta: 1 day, 11:49:22, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.9861 2020-07-26 14:08:36,436 - mmaction - INFO - Epoch [50][540/3757] lr: 2.000e-03, eta: 1 day, 11:49:08, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.5310, loss: 1.5310, grad_norm: 4.9397 2020-07-26 14:08:49,569 - mmaction - INFO - Epoch [50][560/3757] lr: 2.000e-03, eta: 1 day, 11:48:54, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4575, loss: 1.4575, grad_norm: 4.5653 2020-07-26 14:09:03,233 - mmaction - INFO - Epoch [50][580/3757] lr: 2.000e-03, eta: 1 day, 11:48:41, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.5272, loss: 1.5272, grad_norm: 4.8423 2020-07-26 14:09:17,815 - mmaction - INFO - Epoch [50][600/3757] lr: 2.000e-03, eta: 1 day, 11:48:29, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6051, loss: 1.6051, grad_norm: 4.9956 2020-07-26 14:09:31,880 - mmaction - INFO - Epoch [50][620/3757] lr: 2.000e-03, eta: 1 day, 11:48:16, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5011, loss: 1.5011, grad_norm: 4.9086 2020-07-26 14:09:45,235 - mmaction - INFO - Epoch [50][640/3757] lr: 2.000e-03, eta: 1 day, 11:48:02, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5120, loss: 1.5120, grad_norm: 4.7053 2020-07-26 14:09:58,610 - mmaction - INFO - Epoch [50][660/3757] lr: 2.000e-03, eta: 1 day, 11:47:48, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.5029, loss: 1.5029, grad_norm: 4.6550 2020-07-26 14:10:12,514 - mmaction - INFO - Epoch [50][680/3757] lr: 2.000e-03, eta: 1 day, 11:47:35, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4847, loss: 1.4847, grad_norm: 4.8028 2020-07-26 14:10:26,119 - mmaction - INFO - Epoch [50][700/3757] lr: 2.000e-03, eta: 1 day, 11:47:22, time: 0.694, data_time: 0.019, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8359, loss_cls: 1.5515, loss: 1.5515, grad_norm: 4.8440 2020-07-26 14:10:39,919 - mmaction - INFO - Epoch [50][720/3757] lr: 2.000e-03, eta: 1 day, 11:47:09, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.8262 2020-07-26 14:10:54,071 - mmaction - INFO - Epoch [50][740/3757] lr: 2.000e-03, eta: 1 day, 11:46:56, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8641, loss_cls: 1.4207, loss: 1.4207, grad_norm: 4.8086 2020-07-26 14:11:07,379 - mmaction - INFO - Epoch [50][760/3757] lr: 2.000e-03, eta: 1 day, 11:46:42, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5585, loss: 1.5585, grad_norm: 4.9707 2020-07-26 14:11:20,513 - mmaction - INFO - Epoch [50][780/3757] lr: 2.000e-03, eta: 1 day, 11:46:28, time: 0.659, data_time: 0.009, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4258, loss: 1.4258, grad_norm: 4.7746 2020-07-26 14:11:34,087 - mmaction - INFO - Epoch [50][800/3757] lr: 2.000e-03, eta: 1 day, 11:46:15, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.9223 2020-07-26 14:11:48,053 - mmaction - INFO - Epoch [50][820/3757] lr: 2.000e-03, eta: 1 day, 11:46:02, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5512, loss: 1.5512, grad_norm: 4.9962 2020-07-26 14:12:02,842 - mmaction - INFO - Epoch [50][840/3757] lr: 2.000e-03, eta: 1 day, 11:45:50, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5817, loss: 1.5817, grad_norm: 4.9970 2020-07-26 14:12:15,935 - mmaction - INFO - Epoch [50][860/3757] lr: 2.000e-03, eta: 1 day, 11:45:36, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8492, loss_cls: 1.4739, loss: 1.4739, grad_norm: 4.7440 2020-07-26 14:12:29,272 - mmaction - INFO - Epoch [50][880/3757] lr: 2.000e-03, eta: 1 day, 11:45:22, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.0152 2020-07-26 14:12:42,857 - mmaction - INFO - Epoch [50][900/3757] lr: 2.000e-03, eta: 1 day, 11:45:09, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4679, loss: 1.4679, grad_norm: 4.7575 2020-07-26 14:12:56,122 - mmaction - INFO - Epoch [50][920/3757] lr: 2.000e-03, eta: 1 day, 11:44:55, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8219, loss_cls: 1.5466, loss: 1.5466, grad_norm: 4.8695 2020-07-26 14:13:09,978 - mmaction - INFO - Epoch [50][940/3757] lr: 2.000e-03, eta: 1 day, 11:44:42, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5386, loss: 1.5386, grad_norm: 4.9145 2020-07-26 14:13:23,655 - mmaction - INFO - Epoch [50][960/3757] lr: 2.000e-03, eta: 1 day, 11:44:29, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5283, loss: 1.5283, grad_norm: 4.8177 2020-07-26 14:13:37,543 - mmaction - INFO - Epoch [50][980/3757] lr: 2.000e-03, eta: 1 day, 11:44:16, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4743, loss: 1.4743, grad_norm: 4.7117 2020-07-26 14:13:50,846 - mmaction - INFO - Epoch [50][1000/3757] lr: 2.000e-03, eta: 1 day, 11:44:02, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5840, loss: 1.5840, grad_norm: 4.8392 2020-07-26 14:14:04,887 - mmaction - INFO - Epoch [50][1020/3757] lr: 2.000e-03, eta: 1 day, 11:43:49, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5478, loss: 1.5478, grad_norm: 4.9389 2020-07-26 14:14:18,890 - mmaction - INFO - Epoch [50][1040/3757] lr: 2.000e-03, eta: 1 day, 11:43:36, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.5486, loss: 1.5486, grad_norm: 4.9580 2020-07-26 14:14:32,189 - mmaction - INFO - Epoch [50][1060/3757] lr: 2.000e-03, eta: 1 day, 11:43:22, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8070, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.9805 2020-07-26 14:14:45,455 - mmaction - INFO - Epoch [50][1080/3757] lr: 2.000e-03, eta: 1 day, 11:43:09, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4971, loss: 1.4971, grad_norm: 4.6100 2020-07-26 14:14:59,008 - mmaction - INFO - Epoch [50][1100/3757] lr: 2.000e-03, eta: 1 day, 11:42:55, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5740, loss: 1.5740, grad_norm: 4.9307 2020-07-26 14:15:12,634 - mmaction - INFO - Epoch [50][1120/3757] lr: 2.000e-03, eta: 1 day, 11:42:42, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4836, loss: 1.4836, grad_norm: 4.7412 2020-07-26 14:15:26,565 - mmaction - INFO - Epoch [50][1140/3757] lr: 2.000e-03, eta: 1 day, 11:42:29, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5730, loss: 1.5730, grad_norm: 4.9105 2020-07-26 14:15:40,445 - mmaction - INFO - Epoch [50][1160/3757] lr: 2.000e-03, eta: 1 day, 11:42:16, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4517, loss: 1.4517, grad_norm: 4.6596 2020-07-26 14:15:54,428 - mmaction - INFO - Epoch [50][1180/3757] lr: 2.000e-03, eta: 1 day, 11:42:02, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5634, loss: 1.5634, grad_norm: 4.7701 2020-07-26 14:16:08,110 - mmaction - INFO - Epoch [50][1200/3757] lr: 2.000e-03, eta: 1 day, 11:41:49, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5936, loss: 1.5936, grad_norm: 5.0271 2020-07-26 14:16:21,826 - mmaction - INFO - Epoch [50][1220/3757] lr: 2.000e-03, eta: 1 day, 11:41:36, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4782, loss: 1.4782, grad_norm: 4.8774 2020-07-26 14:16:35,002 - mmaction - INFO - Epoch [50][1240/3757] lr: 2.000e-03, eta: 1 day, 11:41:22, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5803, loss: 1.5803, grad_norm: 4.8101 2020-07-26 14:16:48,972 - mmaction - INFO - Epoch [50][1260/3757] lr: 2.000e-03, eta: 1 day, 11:41:09, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5009, loss: 1.5009, grad_norm: 4.6766 2020-07-26 14:17:02,291 - mmaction - INFO - Epoch [50][1280/3757] lr: 2.000e-03, eta: 1 day, 11:40:55, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4224, loss: 1.4224, grad_norm: 4.6208 2020-07-26 14:17:16,518 - mmaction - INFO - Epoch [50][1300/3757] lr: 2.000e-03, eta: 1 day, 11:40:43, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.9228 2020-07-26 14:17:30,216 - mmaction - INFO - Epoch [50][1320/3757] lr: 2.000e-03, eta: 1 day, 11:40:29, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.5778, loss: 1.5778, grad_norm: 4.8184 2020-07-26 14:17:43,602 - mmaction - INFO - Epoch [50][1340/3757] lr: 2.000e-03, eta: 1 day, 11:40:16, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4580, loss: 1.4580, grad_norm: 4.7412 2020-07-26 14:17:57,430 - mmaction - INFO - Epoch [50][1360/3757] lr: 2.000e-03, eta: 1 day, 11:40:03, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5723, loss: 1.5723, grad_norm: 5.0071 2020-07-26 14:18:11,313 - mmaction - INFO - Epoch [50][1380/3757] lr: 2.000e-03, eta: 1 day, 11:39:49, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.5060, loss: 1.5060, grad_norm: 4.8441 2020-07-26 14:18:24,274 - mmaction - INFO - Epoch [50][1400/3757] lr: 2.000e-03, eta: 1 day, 11:39:35, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5751, loss: 1.5751, grad_norm: 4.7976 2020-07-26 14:18:38,169 - mmaction - INFO - Epoch [50][1420/3757] lr: 2.000e-03, eta: 1 day, 11:39:22, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5269, loss: 1.5269, grad_norm: 4.7292 2020-07-26 14:18:52,091 - mmaction - INFO - Epoch [50][1440/3757] lr: 2.000e-03, eta: 1 day, 11:39:09, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4881, loss: 1.4881, grad_norm: 4.7646 2020-07-26 14:19:06,190 - mmaction - INFO - Epoch [50][1460/3757] lr: 2.000e-03, eta: 1 day, 11:38:56, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5137, loss: 1.5137, grad_norm: 4.7189 2020-07-26 14:19:19,175 - mmaction - INFO - Epoch [50][1480/3757] lr: 2.000e-03, eta: 1 day, 11:38:42, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4693, loss: 1.4693, grad_norm: 4.6791 2020-07-26 14:19:32,623 - mmaction - INFO - Epoch [50][1500/3757] lr: 2.000e-03, eta: 1 day, 11:38:29, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5200, loss: 1.5200, grad_norm: 4.7438 2020-07-26 14:19:45,926 - mmaction - INFO - Epoch [50][1520/3757] lr: 2.000e-03, eta: 1 day, 11:38:15, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4909, loss: 1.4909, grad_norm: 4.7833 2020-07-26 14:20:00,068 - mmaction - INFO - Epoch [50][1540/3757] lr: 2.000e-03, eta: 1 day, 11:38:02, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.9725 2020-07-26 14:20:13,102 - mmaction - INFO - Epoch [50][1560/3757] lr: 2.000e-03, eta: 1 day, 11:37:48, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5203, loss: 1.5203, grad_norm: 4.7515 2020-07-26 14:20:26,900 - mmaction - INFO - Epoch [50][1580/3757] lr: 2.000e-03, eta: 1 day, 11:37:35, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.5210, loss: 1.5210, grad_norm: 4.8228 2020-07-26 14:20:40,094 - mmaction - INFO - Epoch [50][1600/3757] lr: 2.000e-03, eta: 1 day, 11:37:21, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8383, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.9863 2020-07-26 14:20:53,582 - mmaction - INFO - Epoch [50][1620/3757] lr: 2.000e-03, eta: 1 day, 11:37:08, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4952, loss: 1.4952, grad_norm: 4.6264 2020-07-26 14:21:07,861 - mmaction - INFO - Epoch [50][1640/3757] lr: 2.000e-03, eta: 1 day, 11:36:55, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4883, loss: 1.4883, grad_norm: 4.7504 2020-07-26 14:21:22,503 - mmaction - INFO - Epoch [50][1660/3757] lr: 2.000e-03, eta: 1 day, 11:36:43, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5741, loss: 1.5741, grad_norm: 4.9312 2020-07-26 14:21:35,749 - mmaction - INFO - Epoch [50][1680/3757] lr: 2.000e-03, eta: 1 day, 11:36:29, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5168, loss: 1.5168, grad_norm: 4.7991 2020-07-26 14:21:49,941 - mmaction - INFO - Epoch [50][1700/3757] lr: 2.000e-03, eta: 1 day, 11:36:16, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.8625 2020-07-26 14:22:03,488 - mmaction - INFO - Epoch [50][1720/3757] lr: 2.000e-03, eta: 1 day, 11:36:03, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5286, loss: 1.5286, grad_norm: 4.7165 2020-07-26 14:22:17,900 - mmaction - INFO - Epoch [50][1740/3757] lr: 2.000e-03, eta: 1 day, 11:35:50, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.6117, loss: 1.6117, grad_norm: 4.9309 2020-07-26 14:22:30,943 - mmaction - INFO - Epoch [50][1760/3757] lr: 2.000e-03, eta: 1 day, 11:35:36, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.6167 2020-07-26 14:22:45,240 - mmaction - INFO - Epoch [50][1780/3757] lr: 2.000e-03, eta: 1 day, 11:35:24, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5764, loss: 1.5764, grad_norm: 4.7702 2020-07-26 14:22:58,395 - mmaction - INFO - Epoch [50][1800/3757] lr: 2.000e-03, eta: 1 day, 11:35:10, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4628, loss: 1.4628, grad_norm: 4.6760 2020-07-26 14:23:12,664 - mmaction - INFO - Epoch [50][1820/3757] lr: 2.000e-03, eta: 1 day, 11:34:57, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5621, loss: 1.5621, grad_norm: 5.0843 2020-07-26 14:23:27,531 - mmaction - INFO - Epoch [50][1840/3757] lr: 2.000e-03, eta: 1 day, 11:34:45, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.4708, loss: 1.4708, grad_norm: 4.8430 2020-07-26 14:23:40,621 - mmaction - INFO - Epoch [50][1860/3757] lr: 2.000e-03, eta: 1 day, 11:34:31, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4111, loss: 1.4111, grad_norm: 4.7483 2020-07-26 14:23:53,883 - mmaction - INFO - Epoch [50][1880/3757] lr: 2.000e-03, eta: 1 day, 11:34:17, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5324, loss: 1.5324, grad_norm: 4.9465 2020-07-26 14:24:07,227 - mmaction - INFO - Epoch [50][1900/3757] lr: 2.000e-03, eta: 1 day, 11:34:04, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5350, loss: 1.5350, grad_norm: 4.8350 2020-07-26 14:24:21,032 - mmaction - INFO - Epoch [50][1920/3757] lr: 2.000e-03, eta: 1 day, 11:33:50, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.5573, loss: 1.5573, grad_norm: 4.7250 2020-07-26 14:24:34,426 - mmaction - INFO - Epoch [50][1940/3757] lr: 2.000e-03, eta: 1 day, 11:33:37, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5347, loss: 1.5347, grad_norm: 4.9016 2020-07-26 14:24:47,584 - mmaction - INFO - Epoch [50][1960/3757] lr: 2.000e-03, eta: 1 day, 11:33:23, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4188, loss: 1.4188, grad_norm: 4.6551 2020-07-26 14:25:01,695 - mmaction - INFO - Epoch [50][1980/3757] lr: 2.000e-03, eta: 1 day, 11:33:10, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.8796 2020-07-26 14:25:15,121 - mmaction - INFO - Epoch [50][2000/3757] lr: 2.000e-03, eta: 1 day, 11:32:57, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.7544 2020-07-26 14:25:29,294 - mmaction - INFO - Epoch [50][2020/3757] lr: 2.000e-03, eta: 1 day, 11:32:44, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8102, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.8607 2020-07-26 14:25:42,696 - mmaction - INFO - Epoch [50][2040/3757] lr: 2.000e-03, eta: 1 day, 11:32:30, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4513, loss: 1.4513, grad_norm: 4.6299 2020-07-26 14:25:56,243 - mmaction - INFO - Epoch [50][2060/3757] lr: 2.000e-03, eta: 1 day, 11:32:17, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5630, loss: 1.5630, grad_norm: 4.9408 2020-07-26 14:26:09,686 - mmaction - INFO - Epoch [50][2080/3757] lr: 2.000e-03, eta: 1 day, 11:32:03, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5053, loss: 1.5053, grad_norm: 4.6771 2020-07-26 14:26:23,689 - mmaction - INFO - Epoch [50][2100/3757] lr: 2.000e-03, eta: 1 day, 11:31:50, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4857, loss: 1.4857, grad_norm: 4.8239 2020-07-26 14:26:37,875 - mmaction - INFO - Epoch [50][2120/3757] lr: 2.000e-03, eta: 1 day, 11:31:37, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8516, loss_cls: 1.4870, loss: 1.4870, grad_norm: 4.7803 2020-07-26 14:26:52,499 - mmaction - INFO - Epoch [50][2140/3757] lr: 2.000e-03, eta: 1 day, 11:31:25, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4839, loss: 1.4839, grad_norm: 4.7332 2020-07-26 14:27:05,735 - mmaction - INFO - Epoch [50][2160/3757] lr: 2.000e-03, eta: 1 day, 11:31:11, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5649, loss: 1.5649, grad_norm: 4.9144 2020-07-26 14:27:19,041 - mmaction - INFO - Epoch [50][2180/3757] lr: 2.000e-03, eta: 1 day, 11:30:57, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5456, loss: 1.5456, grad_norm: 4.9057 2020-07-26 14:27:33,762 - mmaction - INFO - Epoch [50][2200/3757] lr: 2.000e-03, eta: 1 day, 11:30:45, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.7795 2020-07-26 14:27:46,928 - mmaction - INFO - Epoch [50][2220/3757] lr: 2.000e-03, eta: 1 day, 11:30:31, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5322, loss: 1.5322, grad_norm: 4.8288 2020-07-26 14:28:01,949 - mmaction - INFO - Epoch [50][2240/3757] lr: 2.000e-03, eta: 1 day, 11:30:19, time: 0.753, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.3994, loss: 1.3994, grad_norm: 4.5489 2020-07-26 14:28:14,723 - mmaction - INFO - Epoch [50][2260/3757] lr: 2.000e-03, eta: 1 day, 11:30:05, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4888, loss: 1.4888, grad_norm: 4.9101 2020-07-26 14:28:27,940 - mmaction - INFO - Epoch [50][2280/3757] lr: 2.000e-03, eta: 1 day, 11:29:51, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5264, loss: 1.5264, grad_norm: 4.7711 2020-07-26 14:28:42,314 - mmaction - INFO - Epoch [50][2300/3757] lr: 2.000e-03, eta: 1 day, 11:29:39, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.5376, loss: 1.5376, grad_norm: 4.8059 2020-07-26 14:28:56,121 - mmaction - INFO - Epoch [50][2320/3757] lr: 2.000e-03, eta: 1 day, 11:29:26, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5676, loss: 1.5676, grad_norm: 4.8136 2020-07-26 14:29:09,480 - mmaction - INFO - Epoch [50][2340/3757] lr: 2.000e-03, eta: 1 day, 11:29:12, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4881, loss: 1.4881, grad_norm: 4.7177 2020-07-26 14:29:22,785 - mmaction - INFO - Epoch [50][2360/3757] lr: 2.000e-03, eta: 1 day, 11:28:58, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4810, loss: 1.4810, grad_norm: 4.7569 2020-07-26 14:29:35,769 - mmaction - INFO - Epoch [50][2380/3757] lr: 2.000e-03, eta: 1 day, 11:28:44, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.6714 2020-07-26 14:29:50,979 - mmaction - INFO - Epoch [50][2400/3757] lr: 2.000e-03, eta: 1 day, 11:28:32, time: 0.760, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.4609, loss: 1.4609, grad_norm: 4.8090 2020-07-26 14:30:04,413 - mmaction - INFO - Epoch [50][2420/3757] lr: 2.000e-03, eta: 1 day, 11:28:19, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8266, loss_cls: 1.5762, loss: 1.5762, grad_norm: 5.0051 2020-07-26 14:30:18,397 - mmaction - INFO - Epoch [50][2440/3757] lr: 2.000e-03, eta: 1 day, 11:28:06, time: 0.699, data_time: 0.001, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5217, loss: 1.5217, grad_norm: 4.8699 2020-07-26 14:30:31,934 - mmaction - INFO - Epoch [50][2460/3757] lr: 2.000e-03, eta: 1 day, 11:27:52, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5318, loss: 1.5318, grad_norm: 4.8824 2020-07-26 14:30:45,191 - mmaction - INFO - Epoch [50][2480/3757] lr: 2.000e-03, eta: 1 day, 11:27:39, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4713, loss: 1.4713, grad_norm: 4.7389 2020-07-26 14:30:58,941 - mmaction - INFO - Epoch [50][2500/3757] lr: 2.000e-03, eta: 1 day, 11:27:25, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4835, loss: 1.4835, grad_norm: 4.8093 2020-07-26 14:31:12,532 - mmaction - INFO - Epoch [50][2520/3757] lr: 2.000e-03, eta: 1 day, 11:27:12, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4839, loss: 1.4839, grad_norm: 4.7931 2020-07-26 14:31:26,324 - mmaction - INFO - Epoch [50][2540/3757] lr: 2.000e-03, eta: 1 day, 11:26:59, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5898, loss: 1.5898, grad_norm: 4.9026 2020-07-26 14:31:39,547 - mmaction - INFO - Epoch [50][2560/3757] lr: 2.000e-03, eta: 1 day, 11:26:45, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.6110, loss: 1.6110, grad_norm: 4.8439 2020-07-26 14:31:53,819 - mmaction - INFO - Epoch [50][2580/3757] lr: 2.000e-03, eta: 1 day, 11:26:32, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5192, loss: 1.5192, grad_norm: 4.8965 2020-07-26 14:32:06,901 - mmaction - INFO - Epoch [50][2600/3757] lr: 2.000e-03, eta: 1 day, 11:26:18, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.9493 2020-07-26 14:32:21,155 - mmaction - INFO - Epoch [50][2620/3757] lr: 2.000e-03, eta: 1 day, 11:26:06, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4255, loss: 1.4255, grad_norm: 4.7104 2020-07-26 14:32:35,403 - mmaction - INFO - Epoch [50][2640/3757] lr: 2.000e-03, eta: 1 day, 11:25:53, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.5105, loss: 1.5105, grad_norm: 4.8071 2020-07-26 14:32:48,889 - mmaction - INFO - Epoch [50][2660/3757] lr: 2.000e-03, eta: 1 day, 11:25:39, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.5853, loss: 1.5853, grad_norm: 4.8013 2020-07-26 14:33:02,590 - mmaction - INFO - Epoch [50][2680/3757] lr: 2.000e-03, eta: 1 day, 11:25:26, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5068, loss: 1.5068, grad_norm: 4.7981 2020-07-26 14:33:15,853 - mmaction - INFO - Epoch [50][2700/3757] lr: 2.000e-03, eta: 1 day, 11:25:12, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4808, loss: 1.4808, grad_norm: 4.8011 2020-07-26 14:33:29,159 - mmaction - INFO - Epoch [50][2720/3757] lr: 2.000e-03, eta: 1 day, 11:24:59, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8477, loss_cls: 1.5355, loss: 1.5355, grad_norm: 4.8733 2020-07-26 14:33:43,158 - mmaction - INFO - Epoch [50][2740/3757] lr: 2.000e-03, eta: 1 day, 11:24:46, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.0117 2020-07-26 14:33:56,193 - mmaction - INFO - Epoch [50][2760/3757] lr: 2.000e-03, eta: 1 day, 11:24:32, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5466, loss: 1.5466, grad_norm: 4.7714 2020-07-26 14:34:09,910 - mmaction - INFO - Epoch [50][2780/3757] lr: 2.000e-03, eta: 1 day, 11:24:18, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.5102, loss: 1.5102, grad_norm: 4.7852 2020-07-26 14:34:23,982 - mmaction - INFO - Epoch [50][2800/3757] lr: 2.000e-03, eta: 1 day, 11:24:06, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4720, loss: 1.4720, grad_norm: 4.8879 2020-07-26 14:34:37,813 - mmaction - INFO - Epoch [50][2820/3757] lr: 2.000e-03, eta: 1 day, 11:23:52, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.0182 2020-07-26 14:34:51,312 - mmaction - INFO - Epoch [50][2840/3757] lr: 2.000e-03, eta: 1 day, 11:23:39, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.8044 2020-07-26 14:35:05,400 - mmaction - INFO - Epoch [50][2860/3757] lr: 2.000e-03, eta: 1 day, 11:23:26, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5193, loss: 1.5193, grad_norm: 4.6877 2020-07-26 14:35:18,990 - mmaction - INFO - Epoch [50][2880/3757] lr: 2.000e-03, eta: 1 day, 11:23:13, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5674, loss: 1.5674, grad_norm: 4.9653 2020-07-26 14:35:32,849 - mmaction - INFO - Epoch [50][2900/3757] lr: 2.000e-03, eta: 1 day, 11:22:59, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.5009, loss: 1.5009, grad_norm: 4.8500 2020-07-26 14:35:46,147 - mmaction - INFO - Epoch [50][2920/3757] lr: 2.000e-03, eta: 1 day, 11:22:46, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5088, loss: 1.5088, grad_norm: 4.8213 2020-07-26 14:36:00,570 - mmaction - INFO - Epoch [50][2940/3757] lr: 2.000e-03, eta: 1 day, 11:22:33, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.4742, loss: 1.4742, grad_norm: 4.8512 2020-07-26 14:36:14,447 - mmaction - INFO - Epoch [50][2960/3757] lr: 2.000e-03, eta: 1 day, 11:22:20, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8266, loss_cls: 1.4989, loss: 1.4989, grad_norm: 4.8186 2020-07-26 14:36:27,429 - mmaction - INFO - Epoch [50][2980/3757] lr: 2.000e-03, eta: 1 day, 11:22:06, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5159, loss: 1.5159, grad_norm: 4.7757 2020-07-26 14:36:41,289 - mmaction - INFO - Epoch [50][3000/3757] lr: 2.000e-03, eta: 1 day, 11:21:53, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5931, loss: 1.5931, grad_norm: 4.9064 2020-07-26 14:36:55,582 - mmaction - INFO - Epoch [50][3020/3757] lr: 2.000e-03, eta: 1 day, 11:21:40, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4876, loss: 1.4876, grad_norm: 4.7889 2020-07-26 14:37:08,559 - mmaction - INFO - Epoch [50][3040/3757] lr: 2.000e-03, eta: 1 day, 11:21:26, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.4735, loss: 1.4735, grad_norm: 4.7913 2020-07-26 14:37:23,326 - mmaction - INFO - Epoch [50][3060/3757] lr: 2.000e-03, eta: 1 day, 11:21:14, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8211, loss_cls: 1.5422, loss: 1.5422, grad_norm: 4.8578 2020-07-26 14:37:36,263 - mmaction - INFO - Epoch [50][3080/3757] lr: 2.000e-03, eta: 1 day, 11:21:00, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4592, loss: 1.4592, grad_norm: 4.6500 2020-07-26 14:37:50,306 - mmaction - INFO - Epoch [50][3100/3757] lr: 2.000e-03, eta: 1 day, 11:20:47, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5304, loss: 1.5304, grad_norm: 4.7480 2020-07-26 14:38:03,382 - mmaction - INFO - Epoch [50][3120/3757] lr: 2.000e-03, eta: 1 day, 11:20:33, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6031, loss: 1.6031, grad_norm: 5.0123 2020-07-26 14:38:16,738 - mmaction - INFO - Epoch [50][3140/3757] lr: 2.000e-03, eta: 1 day, 11:20:19, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4949, loss: 1.4949, grad_norm: 4.7473 2020-07-26 14:38:30,059 - mmaction - INFO - Epoch [50][3160/3757] lr: 2.000e-03, eta: 1 day, 11:20:06, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4358, loss: 1.4358, grad_norm: 4.5968 2020-07-26 14:38:43,830 - mmaction - INFO - Epoch [50][3180/3757] lr: 2.000e-03, eta: 1 day, 11:19:52, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5222, loss: 1.5222, grad_norm: 4.8264 2020-07-26 14:38:57,479 - mmaction - INFO - Epoch [50][3200/3757] lr: 2.000e-03, eta: 1 day, 11:19:39, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5713, loss: 1.5713, grad_norm: 4.9278 2020-07-26 14:39:11,714 - mmaction - INFO - Epoch [50][3220/3757] lr: 2.000e-03, eta: 1 day, 11:19:26, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5656, loss: 1.5656, grad_norm: 4.9609 2020-07-26 14:39:24,826 - mmaction - INFO - Epoch [50][3240/3757] lr: 2.000e-03, eta: 1 day, 11:19:12, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.4887, loss: 1.4887, grad_norm: 4.7800 2020-07-26 14:39:38,533 - mmaction - INFO - Epoch [50][3260/3757] lr: 2.000e-03, eta: 1 day, 11:18:59, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8344, loss_cls: 1.5303, loss: 1.5303, grad_norm: 4.8987 2020-07-26 14:39:52,482 - mmaction - INFO - Epoch [50][3280/3757] lr: 2.000e-03, eta: 1 day, 11:18:46, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5459, loss: 1.5459, grad_norm: 4.8614 2020-07-26 14:40:06,898 - mmaction - INFO - Epoch [50][3300/3757] lr: 2.000e-03, eta: 1 day, 11:18:33, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8203, loss_cls: 1.5667, loss: 1.5667, grad_norm: 4.8924 2020-07-26 14:40:20,368 - mmaction - INFO - Epoch [50][3320/3757] lr: 2.000e-03, eta: 1 day, 11:18:20, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5298, loss: 1.5298, grad_norm: 4.8877 2020-07-26 14:40:33,755 - mmaction - INFO - Epoch [50][3340/3757] lr: 2.000e-03, eta: 1 day, 11:18:06, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6181, loss: 1.6181, grad_norm: 5.0351 2020-07-26 14:40:47,289 - mmaction - INFO - Epoch [50][3360/3757] lr: 2.000e-03, eta: 1 day, 11:17:53, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5207, loss: 1.5207, grad_norm: 4.7891 2020-07-26 14:41:00,432 - mmaction - INFO - Epoch [50][3380/3757] lr: 2.000e-03, eta: 1 day, 11:17:39, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4584, loss: 1.4584, grad_norm: 4.8584 2020-07-26 14:41:13,632 - mmaction - INFO - Epoch [50][3400/3757] lr: 2.000e-03, eta: 1 day, 11:17:25, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5579, loss: 1.5579, grad_norm: 4.8059 2020-07-26 14:41:27,393 - mmaction - INFO - Epoch [50][3420/3757] lr: 2.000e-03, eta: 1 day, 11:17:12, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4599, loss: 1.4599, grad_norm: 4.6426 2020-07-26 14:41:40,560 - mmaction - INFO - Epoch [50][3440/3757] lr: 2.000e-03, eta: 1 day, 11:16:58, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4976, loss: 1.4976, grad_norm: 4.8981 2020-07-26 14:41:55,927 - mmaction - INFO - Epoch [50][3460/3757] lr: 2.000e-03, eta: 1 day, 11:16:46, time: 0.765, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4300, loss: 1.4300, grad_norm: 4.8004 2020-07-26 14:42:08,807 - mmaction - INFO - Epoch [50][3480/3757] lr: 2.000e-03, eta: 1 day, 11:16:32, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4556, loss: 1.4556, grad_norm: 4.6128 2020-07-26 14:42:22,421 - mmaction - INFO - Epoch [50][3500/3757] lr: 2.000e-03, eta: 1 day, 11:16:19, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4626, loss: 1.4626, grad_norm: 4.7768 2020-07-26 14:42:36,472 - mmaction - INFO - Epoch [50][3520/3757] lr: 2.000e-03, eta: 1 day, 11:16:06, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5128, loss: 1.5128, grad_norm: 4.7977 2020-07-26 14:42:49,748 - mmaction - INFO - Epoch [50][3540/3757] lr: 2.000e-03, eta: 1 day, 11:15:52, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6019, loss: 1.6019, grad_norm: 5.0037 2020-07-26 14:43:03,287 - mmaction - INFO - Epoch [50][3560/3757] lr: 2.000e-03, eta: 1 day, 11:15:39, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.0082 2020-07-26 14:43:17,259 - mmaction - INFO - Epoch [50][3580/3757] lr: 2.000e-03, eta: 1 day, 11:15:26, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5476, loss: 1.5476, grad_norm: 4.8384 2020-07-26 14:43:30,383 - mmaction - INFO - Epoch [50][3600/3757] lr: 2.000e-03, eta: 1 day, 11:15:12, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4381, loss: 1.4381, grad_norm: 4.6973 2020-07-26 14:43:44,219 - mmaction - INFO - Epoch [50][3620/3757] lr: 2.000e-03, eta: 1 day, 11:14:59, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.5134, loss: 1.5134, grad_norm: 4.8785 2020-07-26 14:43:57,846 - mmaction - INFO - Epoch [50][3640/3757] lr: 2.000e-03, eta: 1 day, 11:14:45, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4291, loss: 1.4291, grad_norm: 4.6981 2020-07-26 14:44:11,443 - mmaction - INFO - Epoch [50][3660/3757] lr: 2.000e-03, eta: 1 day, 11:14:32, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5723, loss: 1.5723, grad_norm: 4.9539 2020-07-26 14:44:24,866 - mmaction - INFO - Epoch [50][3680/3757] lr: 2.000e-03, eta: 1 day, 11:14:18, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8141, loss_cls: 1.5576, loss: 1.5576, grad_norm: 4.8121 2020-07-26 14:44:38,874 - mmaction - INFO - Epoch [50][3700/3757] lr: 2.000e-03, eta: 1 day, 11:14:05, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.4835, loss: 1.4835, grad_norm: 4.6493 2020-07-26 14:44:51,722 - mmaction - INFO - Epoch [50][3720/3757] lr: 2.000e-03, eta: 1 day, 11:13:51, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.9606 2020-07-26 14:45:05,424 - mmaction - INFO - Epoch [50][3740/3757] lr: 2.000e-03, eta: 1 day, 11:13:38, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8469, loss_cls: 1.5440, loss: 1.5440, grad_norm: 4.8446 2020-07-26 14:45:17,027 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-26 14:45:40,891 - mmaction - INFO - Epoch [51][20/3757] lr: 2.000e-03, eta: 1 day, 11:13:10, time: 1.118, data_time: 0.433, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4541, loss: 1.4541, grad_norm: 4.6467 2020-07-26 14:45:53,360 - mmaction - INFO - Epoch [51][40/3757] lr: 2.000e-03, eta: 1 day, 11:12:56, time: 0.624, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4922, loss: 1.4922, grad_norm: 4.8705 2020-07-26 14:46:07,512 - mmaction - INFO - Epoch [51][60/3757] lr: 2.000e-03, eta: 1 day, 11:12:43, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.5030, loss: 1.5030, grad_norm: 4.8679 2020-07-26 14:46:21,142 - mmaction - INFO - Epoch [51][80/3757] lr: 2.000e-03, eta: 1 day, 11:12:30, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.8127 2020-07-26 14:46:34,571 - mmaction - INFO - Epoch [51][100/3757] lr: 2.000e-03, eta: 1 day, 11:12:16, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.7559 2020-07-26 14:46:48,768 - mmaction - INFO - Epoch [51][120/3757] lr: 2.000e-03, eta: 1 day, 11:12:03, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.4954, loss: 1.4954, grad_norm: 4.7093 2020-07-26 14:47:01,697 - mmaction - INFO - Epoch [51][140/3757] lr: 2.000e-03, eta: 1 day, 11:11:49, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5408, loss: 1.5408, grad_norm: 5.0714 2020-07-26 14:47:14,980 - mmaction - INFO - Epoch [51][160/3757] lr: 2.000e-03, eta: 1 day, 11:11:35, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5488, loss: 1.5488, grad_norm: 4.8762 2020-07-26 14:47:29,572 - mmaction - INFO - Epoch [51][180/3757] lr: 2.000e-03, eta: 1 day, 11:11:23, time: 0.729, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4664, loss: 1.4664, grad_norm: 4.7550 2020-07-26 14:47:44,057 - mmaction - INFO - Epoch [51][200/3757] lr: 2.000e-03, eta: 1 day, 11:11:10, time: 0.725, data_time: 0.002, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4666, loss: 1.4666, grad_norm: 4.7859 2020-07-26 14:47:57,368 - mmaction - INFO - Epoch [51][220/3757] lr: 2.000e-03, eta: 1 day, 11:10:57, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.6041, loss: 1.6041, grad_norm: 4.9033 2020-07-26 14:48:11,311 - mmaction - INFO - Epoch [51][240/3757] lr: 2.000e-03, eta: 1 day, 11:10:44, time: 0.698, data_time: 0.002, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4274, loss: 1.4274, grad_norm: 4.5684 2020-07-26 14:48:25,056 - mmaction - INFO - Epoch [51][260/3757] lr: 2.000e-03, eta: 1 day, 11:10:30, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.8620 2020-07-26 14:48:39,415 - mmaction - INFO - Epoch [51][280/3757] lr: 2.000e-03, eta: 1 day, 11:10:18, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4861, loss: 1.4861, grad_norm: 4.8618 2020-07-26 14:48:52,275 - mmaction - INFO - Epoch [51][300/3757] lr: 2.000e-03, eta: 1 day, 11:10:04, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8484, loss_cls: 1.4736, loss: 1.4736, grad_norm: 4.8155 2020-07-26 14:49:07,139 - mmaction - INFO - Epoch [51][320/3757] lr: 2.000e-03, eta: 1 day, 11:09:52, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4451, loss: 1.4451, grad_norm: 4.8137 2020-07-26 14:49:20,397 - mmaction - INFO - Epoch [51][340/3757] lr: 2.000e-03, eta: 1 day, 11:09:38, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.4696, loss: 1.4696, grad_norm: 4.9346 2020-07-26 14:49:34,071 - mmaction - INFO - Epoch [51][360/3757] lr: 2.000e-03, eta: 1 day, 11:09:24, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.5715, loss: 1.5715, grad_norm: 4.9198 2020-07-26 14:49:47,629 - mmaction - INFO - Epoch [51][380/3757] lr: 2.000e-03, eta: 1 day, 11:09:11, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.9013 2020-07-26 14:50:01,918 - mmaction - INFO - Epoch [51][400/3757] lr: 2.000e-03, eta: 1 day, 11:08:58, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4983, loss: 1.4983, grad_norm: 4.9618 2020-07-26 14:50:15,139 - mmaction - INFO - Epoch [51][420/3757] lr: 2.000e-03, eta: 1 day, 11:08:45, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.9747 2020-07-26 14:50:29,130 - mmaction - INFO - Epoch [51][440/3757] lr: 2.000e-03, eta: 1 day, 11:08:31, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.5849, loss: 1.5849, grad_norm: 4.8433 2020-07-26 14:50:42,135 - mmaction - INFO - Epoch [51][460/3757] lr: 2.000e-03, eta: 1 day, 11:08:18, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8500, loss_cls: 1.4827, loss: 1.4827, grad_norm: 4.9141 2020-07-26 14:50:56,040 - mmaction - INFO - Epoch [51][480/3757] lr: 2.000e-03, eta: 1 day, 11:08:04, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4861, loss: 1.4861, grad_norm: 4.8074 2020-07-26 14:51:10,339 - mmaction - INFO - Epoch [51][500/3757] lr: 2.000e-03, eta: 1 day, 11:07:52, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.5076, loss: 1.5076, grad_norm: 4.8334 2020-07-26 14:51:23,588 - mmaction - INFO - Epoch [51][520/3757] lr: 2.000e-03, eta: 1 day, 11:07:38, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4357, loss: 1.4357, grad_norm: 4.8007 2020-07-26 14:51:36,613 - mmaction - INFO - Epoch [51][540/3757] lr: 2.000e-03, eta: 1 day, 11:07:24, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4737, loss: 1.4737, grad_norm: 4.9726 2020-07-26 14:51:49,763 - mmaction - INFO - Epoch [51][560/3757] lr: 2.000e-03, eta: 1 day, 11:07:10, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.4922, loss: 1.4922, grad_norm: 4.8069 2020-07-26 14:52:03,163 - mmaction - INFO - Epoch [51][580/3757] lr: 2.000e-03, eta: 1 day, 11:06:57, time: 0.669, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4752, loss: 1.4752, grad_norm: 4.7696 2020-07-26 14:52:16,482 - mmaction - INFO - Epoch [51][600/3757] lr: 2.000e-03, eta: 1 day, 11:06:43, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4863, loss: 1.4863, grad_norm: 4.9865 2020-07-26 14:52:29,828 - mmaction - INFO - Epoch [51][620/3757] lr: 2.000e-03, eta: 1 day, 11:06:29, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5605, loss: 1.5605, grad_norm: 4.9128 2020-07-26 14:52:43,341 - mmaction - INFO - Epoch [51][640/3757] lr: 2.000e-03, eta: 1 day, 11:06:16, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6010, loss: 1.6010, grad_norm: 4.9832 2020-07-26 14:52:57,202 - mmaction - INFO - Epoch [51][660/3757] lr: 2.000e-03, eta: 1 day, 11:06:03, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.5922, loss: 1.5922, grad_norm: 4.9869 2020-07-26 14:53:10,830 - mmaction - INFO - Epoch [51][680/3757] lr: 2.000e-03, eta: 1 day, 11:05:49, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4666, loss: 1.4666, grad_norm: 4.8365 2020-07-26 14:53:24,006 - mmaction - INFO - Epoch [51][700/3757] lr: 2.000e-03, eta: 1 day, 11:05:35, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4779, loss: 1.4779, grad_norm: 4.8394 2020-07-26 14:53:37,166 - mmaction - INFO - Epoch [51][720/3757] lr: 2.000e-03, eta: 1 day, 11:05:22, time: 0.658, data_time: 0.002, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4469, loss: 1.4469, grad_norm: 4.8672 2020-07-26 14:53:50,914 - mmaction - INFO - Epoch [51][740/3757] lr: 2.000e-03, eta: 1 day, 11:05:08, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.9303 2020-07-26 14:54:04,127 - mmaction - INFO - Epoch [51][760/3757] lr: 2.000e-03, eta: 1 day, 11:04:54, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.2073 2020-07-26 14:54:18,237 - mmaction - INFO - Epoch [51][780/3757] lr: 2.000e-03, eta: 1 day, 11:04:42, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.5300, loss: 1.5300, grad_norm: 4.8327 2020-07-26 14:54:32,051 - mmaction - INFO - Epoch [51][800/3757] lr: 2.000e-03, eta: 1 day, 11:04:28, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8359, loss_cls: 1.5043, loss: 1.5043, grad_norm: 4.8225 2020-07-26 14:54:45,140 - mmaction - INFO - Epoch [51][820/3757] lr: 2.000e-03, eta: 1 day, 11:04:14, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4613, loss: 1.4613, grad_norm: 4.7236 2020-07-26 14:54:59,680 - mmaction - INFO - Epoch [51][840/3757] lr: 2.000e-03, eta: 1 day, 11:04:02, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4781, loss: 1.4781, grad_norm: 4.8989 2020-07-26 14:55:12,515 - mmaction - INFO - Epoch [51][860/3757] lr: 2.000e-03, eta: 1 day, 11:03:48, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5371, loss: 1.5371, grad_norm: 5.1147 2020-07-26 14:55:26,932 - mmaction - INFO - Epoch [51][880/3757] lr: 2.000e-03, eta: 1 day, 11:03:35, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.8632 2020-07-26 14:55:39,822 - mmaction - INFO - Epoch [51][900/3757] lr: 2.000e-03, eta: 1 day, 11:03:21, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.5130, loss: 1.5130, grad_norm: 4.9319 2020-07-26 14:55:53,434 - mmaction - INFO - Epoch [51][920/3757] lr: 2.000e-03, eta: 1 day, 11:03:08, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.5104, loss: 1.5104, grad_norm: 4.9044 2020-07-26 14:56:08,144 - mmaction - INFO - Epoch [51][940/3757] lr: 2.000e-03, eta: 1 day, 11:02:55, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5412, loss: 1.5412, grad_norm: 4.7885 2020-07-26 14:56:20,998 - mmaction - INFO - Epoch [51][960/3757] lr: 2.000e-03, eta: 1 day, 11:02:41, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5787, loss: 1.5787, grad_norm: 4.9550 2020-07-26 14:56:34,959 - mmaction - INFO - Epoch [51][980/3757] lr: 2.000e-03, eta: 1 day, 11:02:28, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5397, loss: 1.5397, grad_norm: 4.9711 2020-07-26 14:56:48,096 - mmaction - INFO - Epoch [51][1000/3757] lr: 2.000e-03, eta: 1 day, 11:02:14, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8367, loss_cls: 1.5454, loss: 1.5454, grad_norm: 4.9566 2020-07-26 14:57:02,173 - mmaction - INFO - Epoch [51][1020/3757] lr: 2.000e-03, eta: 1 day, 11:02:01, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4466, loss: 1.4466, grad_norm: 4.8466 2020-07-26 14:57:16,365 - mmaction - INFO - Epoch [51][1040/3757] lr: 2.000e-03, eta: 1 day, 11:01:49, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4305, loss: 1.4305, grad_norm: 4.7344 2020-07-26 14:57:29,442 - mmaction - INFO - Epoch [51][1060/3757] lr: 2.000e-03, eta: 1 day, 11:01:35, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4631, loss: 1.4631, grad_norm: 4.9122 2020-07-26 14:57:43,287 - mmaction - INFO - Epoch [51][1080/3757] lr: 2.000e-03, eta: 1 day, 11:01:22, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4625, loss: 1.4625, grad_norm: 4.8210 2020-07-26 14:57:56,649 - mmaction - INFO - Epoch [51][1100/3757] lr: 2.000e-03, eta: 1 day, 11:01:08, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5535, loss: 1.5535, grad_norm: 4.8921 2020-07-26 14:58:10,590 - mmaction - INFO - Epoch [51][1120/3757] lr: 2.000e-03, eta: 1 day, 11:00:55, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.0942 2020-07-26 14:58:24,479 - mmaction - INFO - Epoch [51][1140/3757] lr: 2.000e-03, eta: 1 day, 11:00:42, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5067, loss: 1.5067, grad_norm: 4.8214 2020-07-26 14:58:38,210 - mmaction - INFO - Epoch [51][1160/3757] lr: 2.000e-03, eta: 1 day, 11:00:28, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.0415 2020-07-26 14:58:51,701 - mmaction - INFO - Epoch [51][1180/3757] lr: 2.000e-03, eta: 1 day, 11:00:15, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5476, loss: 1.5476, grad_norm: 4.8951 2020-07-26 14:59:05,008 - mmaction - INFO - Epoch [51][1200/3757] lr: 2.000e-03, eta: 1 day, 11:00:01, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5313, loss: 1.5313, grad_norm: 4.8729 2020-07-26 14:59:18,154 - mmaction - INFO - Epoch [51][1220/3757] lr: 2.000e-03, eta: 1 day, 10:59:47, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5368, loss: 1.5368, grad_norm: 4.8064 2020-07-26 14:59:32,144 - mmaction - INFO - Epoch [51][1240/3757] lr: 2.000e-03, eta: 1 day, 10:59:34, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4925, loss: 1.4925, grad_norm: 4.8488 2020-07-26 14:59:46,359 - mmaction - INFO - Epoch [51][1260/3757] lr: 2.000e-03, eta: 1 day, 10:59:22, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5372, loss: 1.5372, grad_norm: 4.8243 2020-07-26 15:00:00,138 - mmaction - INFO - Epoch [51][1280/3757] lr: 2.000e-03, eta: 1 day, 10:59:08, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5100, loss: 1.5100, grad_norm: 4.8352 2020-07-26 15:00:15,484 - mmaction - INFO - Epoch [51][1300/3757] lr: 2.000e-03, eta: 1 day, 10:58:57, time: 0.761, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5165, loss: 1.5165, grad_norm: 4.8593 2020-07-26 15:00:28,896 - mmaction - INFO - Epoch [51][1320/3757] lr: 2.000e-03, eta: 1 day, 10:58:43, time: 0.676, data_time: 0.022, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5303, loss: 1.5303, grad_norm: 4.8003 2020-07-26 15:00:43,434 - mmaction - INFO - Epoch [51][1340/3757] lr: 2.000e-03, eta: 1 day, 10:58:31, time: 0.730, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8344, loss_cls: 1.5032, loss: 1.5032, grad_norm: 4.8058 2020-07-26 15:00:56,909 - mmaction - INFO - Epoch [51][1360/3757] lr: 2.000e-03, eta: 1 day, 10:58:17, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5375, loss: 1.5375, grad_norm: 4.8524 2020-07-26 15:01:09,974 - mmaction - INFO - Epoch [51][1380/3757] lr: 2.000e-03, eta: 1 day, 10:58:03, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5216, loss: 1.5216, grad_norm: 5.0228 2020-07-26 15:01:23,701 - mmaction - INFO - Epoch [51][1400/3757] lr: 2.000e-03, eta: 1 day, 10:57:50, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5125, loss: 1.5125, grad_norm: 4.8423 2020-07-26 15:01:36,766 - mmaction - INFO - Epoch [51][1420/3757] lr: 2.000e-03, eta: 1 day, 10:57:36, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4756, loss: 1.4756, grad_norm: 4.8074 2020-07-26 15:01:50,596 - mmaction - INFO - Epoch [51][1440/3757] lr: 2.000e-03, eta: 1 day, 10:57:23, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4688, loss: 1.4688, grad_norm: 4.7542 2020-07-26 15:02:04,826 - mmaction - INFO - Epoch [51][1460/3757] lr: 2.000e-03, eta: 1 day, 10:57:10, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4555, loss: 1.4555, grad_norm: 4.7981 2020-07-26 15:02:18,815 - mmaction - INFO - Epoch [51][1480/3757] lr: 2.000e-03, eta: 1 day, 10:56:57, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5124, loss: 1.5124, grad_norm: 4.9020 2020-07-26 15:02:32,534 - mmaction - INFO - Epoch [51][1500/3757] lr: 2.000e-03, eta: 1 day, 10:56:44, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5123, loss: 1.5123, grad_norm: 5.0028 2020-07-26 15:02:45,896 - mmaction - INFO - Epoch [51][1520/3757] lr: 2.000e-03, eta: 1 day, 10:56:30, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.4698, loss: 1.4698, grad_norm: 4.9527 2020-07-26 15:02:59,515 - mmaction - INFO - Epoch [51][1540/3757] lr: 2.000e-03, eta: 1 day, 10:56:17, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.5324, loss: 1.5324, grad_norm: 5.0223 2020-07-26 15:03:13,608 - mmaction - INFO - Epoch [51][1560/3757] lr: 2.000e-03, eta: 1 day, 10:56:04, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3880, loss: 1.3880, grad_norm: 4.7932 2020-07-26 15:03:27,580 - mmaction - INFO - Epoch [51][1580/3757] lr: 2.000e-03, eta: 1 day, 10:55:51, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4756, loss: 1.4756, grad_norm: 4.9263 2020-07-26 15:03:40,571 - mmaction - INFO - Epoch [51][1600/3757] lr: 2.000e-03, eta: 1 day, 10:55:37, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4803, loss: 1.4803, grad_norm: 4.7887 2020-07-26 15:03:53,875 - mmaction - INFO - Epoch [51][1620/3757] lr: 2.000e-03, eta: 1 day, 10:55:23, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4949, loss: 1.4949, grad_norm: 5.0687 2020-07-26 15:04:07,199 - mmaction - INFO - Epoch [51][1640/3757] lr: 2.000e-03, eta: 1 day, 10:55:09, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4600, loss: 1.4600, grad_norm: 4.8791 2020-07-26 15:04:21,130 - mmaction - INFO - Epoch [51][1660/3757] lr: 2.000e-03, eta: 1 day, 10:54:56, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.4802, loss: 1.4802, grad_norm: 4.8114 2020-07-26 15:04:35,118 - mmaction - INFO - Epoch [51][1680/3757] lr: 2.000e-03, eta: 1 day, 10:54:43, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5171, loss: 1.5171, grad_norm: 4.8598 2020-07-26 15:04:48,151 - mmaction - INFO - Epoch [51][1700/3757] lr: 2.000e-03, eta: 1 day, 10:54:29, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5003, loss: 1.5003, grad_norm: 4.9248 2020-07-26 15:05:02,093 - mmaction - INFO - Epoch [51][1720/3757] lr: 2.000e-03, eta: 1 day, 10:54:16, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.4948, loss: 1.4948, grad_norm: 4.8693 2020-07-26 15:05:15,205 - mmaction - INFO - Epoch [51][1740/3757] lr: 2.000e-03, eta: 1 day, 10:54:02, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6028, loss: 1.6028, grad_norm: 5.0069 2020-07-26 15:05:28,386 - mmaction - INFO - Epoch [51][1760/3757] lr: 2.000e-03, eta: 1 day, 10:53:48, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5236, loss: 1.5236, grad_norm: 4.9369 2020-07-26 15:05:42,538 - mmaction - INFO - Epoch [51][1780/3757] lr: 2.000e-03, eta: 1 day, 10:53:36, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5655, loss: 1.5655, grad_norm: 5.0121 2020-07-26 15:05:56,532 - mmaction - INFO - Epoch [51][1800/3757] lr: 2.000e-03, eta: 1 day, 10:53:23, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.9259 2020-07-26 15:06:10,443 - mmaction - INFO - Epoch [51][1820/3757] lr: 2.000e-03, eta: 1 day, 10:53:09, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4748, loss: 1.4748, grad_norm: 4.8745 2020-07-26 15:06:23,682 - mmaction - INFO - Epoch [51][1840/3757] lr: 2.000e-03, eta: 1 day, 10:52:56, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4292, loss: 1.4292, grad_norm: 4.6064 2020-07-26 15:06:38,051 - mmaction - INFO - Epoch [51][1860/3757] lr: 2.000e-03, eta: 1 day, 10:52:43, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.9898 2020-07-26 15:06:51,253 - mmaction - INFO - Epoch [51][1880/3757] lr: 2.000e-03, eta: 1 day, 10:52:29, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.8662 2020-07-26 15:07:04,838 - mmaction - INFO - Epoch [51][1900/3757] lr: 2.000e-03, eta: 1 day, 10:52:16, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8133, loss_cls: 1.5510, loss: 1.5510, grad_norm: 4.8087 2020-07-26 15:07:18,895 - mmaction - INFO - Epoch [51][1920/3757] lr: 2.000e-03, eta: 1 day, 10:52:03, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5465, loss: 1.5465, grad_norm: 4.9562 2020-07-26 15:07:33,042 - mmaction - INFO - Epoch [51][1940/3757] lr: 2.000e-03, eta: 1 day, 10:51:50, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4869, loss: 1.4869, grad_norm: 4.8562 2020-07-26 15:07:47,154 - mmaction - INFO - Epoch [51][1960/3757] lr: 2.000e-03, eta: 1 day, 10:51:37, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8461, loss_cls: 1.5165, loss: 1.5165, grad_norm: 4.6860 2020-07-26 15:08:00,615 - mmaction - INFO - Epoch [51][1980/3757] lr: 2.000e-03, eta: 1 day, 10:51:24, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.4890, loss: 1.4890, grad_norm: 4.8899 2020-07-26 15:08:14,232 - mmaction - INFO - Epoch [51][2000/3757] lr: 2.000e-03, eta: 1 day, 10:51:10, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.0753 2020-07-26 15:08:28,350 - mmaction - INFO - Epoch [51][2020/3757] lr: 2.000e-03, eta: 1 day, 10:50:57, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5695, loss: 1.5695, grad_norm: 4.9105 2020-07-26 15:08:41,435 - mmaction - INFO - Epoch [51][2040/3757] lr: 2.000e-03, eta: 1 day, 10:50:43, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.5974, loss: 1.5974, grad_norm: 5.0467 2020-07-26 15:08:55,299 - mmaction - INFO - Epoch [51][2060/3757] lr: 2.000e-03, eta: 1 day, 10:50:30, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.0621 2020-07-26 15:09:09,349 - mmaction - INFO - Epoch [51][2080/3757] lr: 2.000e-03, eta: 1 day, 10:50:17, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3795, loss: 1.3795, grad_norm: 4.7079 2020-07-26 15:09:24,774 - mmaction - INFO - Epoch [51][2100/3757] lr: 2.000e-03, eta: 1 day, 10:50:06, time: 0.775, data_time: 0.008, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4830, loss: 1.4830, grad_norm: 4.8366 2020-07-26 15:09:37,730 - mmaction - INFO - Epoch [51][2120/3757] lr: 2.000e-03, eta: 1 day, 10:49:52, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8477, loss_cls: 1.5071, loss: 1.5071, grad_norm: 5.0852 2020-07-26 15:09:51,967 - mmaction - INFO - Epoch [51][2140/3757] lr: 2.000e-03, eta: 1 day, 10:49:39, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5552, loss: 1.5552, grad_norm: 4.9847 2020-07-26 15:10:05,788 - mmaction - INFO - Epoch [51][2160/3757] lr: 2.000e-03, eta: 1 day, 10:49:26, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5053, loss: 1.5053, grad_norm: 4.7741 2020-07-26 15:10:20,778 - mmaction - INFO - Epoch [51][2180/3757] lr: 2.000e-03, eta: 1 day, 10:49:14, time: 0.749, data_time: 0.002, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4892, loss: 1.4892, grad_norm: 4.8374 2020-07-26 15:10:33,740 - mmaction - INFO - Epoch [51][2200/3757] lr: 2.000e-03, eta: 1 day, 10:48:59, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8320, loss_cls: 1.5315, loss: 1.5315, grad_norm: 4.8372 2020-07-26 15:10:47,945 - mmaction - INFO - Epoch [51][2220/3757] lr: 2.000e-03, eta: 1 day, 10:48:47, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5377, loss: 1.5377, grad_norm: 4.8354 2020-07-26 15:11:01,072 - mmaction - INFO - Epoch [51][2240/3757] lr: 2.000e-03, eta: 1 day, 10:48:33, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5674, loss: 1.5674, grad_norm: 4.9909 2020-07-26 15:11:14,742 - mmaction - INFO - Epoch [51][2260/3757] lr: 2.000e-03, eta: 1 day, 10:48:20, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.5066, loss: 1.5066, grad_norm: 4.9098 2020-07-26 15:11:29,041 - mmaction - INFO - Epoch [51][2280/3757] lr: 2.000e-03, eta: 1 day, 10:48:07, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8383, loss_cls: 1.5205, loss: 1.5205, grad_norm: 4.9189 2020-07-26 15:11:42,710 - mmaction - INFO - Epoch [51][2300/3757] lr: 2.000e-03, eta: 1 day, 10:47:53, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5556, loss: 1.5556, grad_norm: 4.9325 2020-07-26 15:11:55,925 - mmaction - INFO - Epoch [51][2320/3757] lr: 2.000e-03, eta: 1 day, 10:47:40, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.9253 2020-07-26 15:12:09,193 - mmaction - INFO - Epoch [51][2340/3757] lr: 2.000e-03, eta: 1 day, 10:47:26, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4255, loss: 1.4255, grad_norm: 4.8196 2020-07-26 15:12:22,483 - mmaction - INFO - Epoch [51][2360/3757] lr: 2.000e-03, eta: 1 day, 10:47:12, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5308, loss: 1.5308, grad_norm: 5.0204 2020-07-26 15:12:37,977 - mmaction - INFO - Epoch [51][2380/3757] lr: 2.000e-03, eta: 1 day, 10:47:01, time: 0.779, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5340, loss: 1.5340, grad_norm: 4.9464 2020-07-26 15:12:50,668 - mmaction - INFO - Epoch [51][2400/3757] lr: 2.000e-03, eta: 1 day, 10:46:46, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5331, loss: 1.5331, grad_norm: 4.8883 2020-07-26 15:13:05,064 - mmaction - INFO - Epoch [51][2420/3757] lr: 2.000e-03, eta: 1 day, 10:46:34, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5156, loss: 1.5156, grad_norm: 4.9538 2020-07-26 15:13:18,158 - mmaction - INFO - Epoch [51][2440/3757] lr: 2.000e-03, eta: 1 day, 10:46:20, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.0157 2020-07-26 15:13:31,429 - mmaction - INFO - Epoch [51][2460/3757] lr: 2.000e-03, eta: 1 day, 10:46:06, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4657, loss: 1.4657, grad_norm: 4.8623 2020-07-26 15:13:44,916 - mmaction - INFO - Epoch [51][2480/3757] lr: 2.000e-03, eta: 1 day, 10:45:53, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4909, loss: 1.4909, grad_norm: 4.7649 2020-07-26 15:13:59,213 - mmaction - INFO - Epoch [51][2500/3757] lr: 2.000e-03, eta: 1 day, 10:45:40, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5543, loss: 1.5543, grad_norm: 4.9021 2020-07-26 15:14:13,354 - mmaction - INFO - Epoch [51][2520/3757] lr: 2.000e-03, eta: 1 day, 10:45:27, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4761, loss: 1.4761, grad_norm: 4.7748 2020-07-26 15:14:26,649 - mmaction - INFO - Epoch [51][2540/3757] lr: 2.000e-03, eta: 1 day, 10:45:13, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4773, loss: 1.4773, grad_norm: 4.8867 2020-07-26 15:14:39,541 - mmaction - INFO - Epoch [51][2560/3757] lr: 2.000e-03, eta: 1 day, 10:44:59, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4788, loss: 1.4788, grad_norm: 4.8512 2020-07-26 15:14:53,127 - mmaction - INFO - Epoch [51][2580/3757] lr: 2.000e-03, eta: 1 day, 10:44:46, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5394, loss: 1.5394, grad_norm: 4.9148 2020-07-26 15:15:06,248 - mmaction - INFO - Epoch [51][2600/3757] lr: 2.000e-03, eta: 1 day, 10:44:32, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4994, loss: 1.4994, grad_norm: 4.6849 2020-07-26 15:15:20,738 - mmaction - INFO - Epoch [51][2620/3757] lr: 2.000e-03, eta: 1 day, 10:44:19, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5218, loss: 1.5218, grad_norm: 4.9159 2020-07-26 15:15:33,910 - mmaction - INFO - Epoch [51][2640/3757] lr: 2.000e-03, eta: 1 day, 10:44:05, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5572, loss: 1.5572, grad_norm: 4.8865 2020-07-26 15:15:47,112 - mmaction - INFO - Epoch [51][2660/3757] lr: 2.000e-03, eta: 1 day, 10:43:52, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.4923, loss: 1.4923, grad_norm: 4.9010 2020-07-26 15:16:00,770 - mmaction - INFO - Epoch [51][2680/3757] lr: 2.000e-03, eta: 1 day, 10:43:38, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4570, loss: 1.4570, grad_norm: 4.7863 2020-07-26 15:16:14,516 - mmaction - INFO - Epoch [51][2700/3757] lr: 2.000e-03, eta: 1 day, 10:43:25, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5126, loss: 1.5126, grad_norm: 4.9762 2020-07-26 15:16:28,597 - mmaction - INFO - Epoch [51][2720/3757] lr: 2.000e-03, eta: 1 day, 10:43:12, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.5168, loss: 1.5168, grad_norm: 4.9165 2020-07-26 15:16:41,524 - mmaction - INFO - Epoch [51][2740/3757] lr: 2.000e-03, eta: 1 day, 10:42:58, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4684, loss: 1.4684, grad_norm: 4.8616 2020-07-26 15:16:55,456 - mmaction - INFO - Epoch [51][2760/3757] lr: 2.000e-03, eta: 1 day, 10:42:45, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.4993, loss: 1.4993, grad_norm: 4.9140 2020-07-26 15:17:08,954 - mmaction - INFO - Epoch [51][2780/3757] lr: 2.000e-03, eta: 1 day, 10:42:31, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5140, loss: 1.5140, grad_norm: 4.7501 2020-07-26 15:17:22,769 - mmaction - INFO - Epoch [51][2800/3757] lr: 2.000e-03, eta: 1 day, 10:42:18, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5349, loss: 1.5349, grad_norm: 4.9269 2020-07-26 15:17:37,290 - mmaction - INFO - Epoch [51][2820/3757] lr: 2.000e-03, eta: 1 day, 10:42:06, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5493, loss: 1.5493, grad_norm: 4.8782 2020-07-26 15:17:50,480 - mmaction - INFO - Epoch [51][2840/3757] lr: 2.000e-03, eta: 1 day, 10:41:52, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5086, loss: 1.5086, grad_norm: 4.9268 2020-07-26 15:18:03,671 - mmaction - INFO - Epoch [51][2860/3757] lr: 2.000e-03, eta: 1 day, 10:41:38, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4998, loss: 1.4998, grad_norm: 4.9100 2020-07-26 15:18:17,470 - mmaction - INFO - Epoch [51][2880/3757] lr: 2.000e-03, eta: 1 day, 10:41:25, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.4853, loss: 1.4853, grad_norm: 4.8243 2020-07-26 15:18:31,358 - mmaction - INFO - Epoch [51][2900/3757] lr: 2.000e-03, eta: 1 day, 10:41:12, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5101, loss: 1.5101, grad_norm: 4.9958 2020-07-26 15:18:45,769 - mmaction - INFO - Epoch [51][2920/3757] lr: 2.000e-03, eta: 1 day, 10:40:59, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4862, loss: 1.4862, grad_norm: 4.9124 2020-07-26 15:18:58,958 - mmaction - INFO - Epoch [51][2940/3757] lr: 2.000e-03, eta: 1 day, 10:40:45, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5158, loss: 1.5158, grad_norm: 4.9816 2020-07-26 15:19:13,432 - mmaction - INFO - Epoch [51][2960/3757] lr: 2.000e-03, eta: 1 day, 10:40:33, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.4898, loss: 1.4898, grad_norm: 5.0614 2020-07-26 15:19:26,902 - mmaction - INFO - Epoch [51][2980/3757] lr: 2.000e-03, eta: 1 day, 10:40:19, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.5168, loss: 1.5168, grad_norm: 4.9282 2020-07-26 15:19:40,271 - mmaction - INFO - Epoch [51][3000/3757] lr: 2.000e-03, eta: 1 day, 10:40:06, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4446, loss: 1.4446, grad_norm: 4.8006 2020-07-26 15:19:53,721 - mmaction - INFO - Epoch [51][3020/3757] lr: 2.000e-03, eta: 1 day, 10:39:52, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4194, loss: 1.4194, grad_norm: 4.6944 2020-07-26 15:20:07,562 - mmaction - INFO - Epoch [51][3040/3757] lr: 2.000e-03, eta: 1 day, 10:39:39, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4436, loss: 1.4436, grad_norm: 4.8557 2020-07-26 15:20:20,768 - mmaction - INFO - Epoch [51][3060/3757] lr: 2.000e-03, eta: 1 day, 10:39:25, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8523, loss_cls: 1.4544, loss: 1.4544, grad_norm: 4.9429 2020-07-26 15:20:34,843 - mmaction - INFO - Epoch [51][3080/3757] lr: 2.000e-03, eta: 1 day, 10:39:12, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.0298 2020-07-26 15:20:48,873 - mmaction - INFO - Epoch [51][3100/3757] lr: 2.000e-03, eta: 1 day, 10:38:59, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8383, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.0018 2020-07-26 15:21:02,387 - mmaction - INFO - Epoch [51][3120/3757] lr: 2.000e-03, eta: 1 day, 10:38:46, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8297, loss_cls: 1.4950, loss: 1.4950, grad_norm: 4.8144 2020-07-26 15:21:16,065 - mmaction - INFO - Epoch [51][3140/3757] lr: 2.000e-03, eta: 1 day, 10:38:32, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.8920 2020-07-26 15:21:30,122 - mmaction - INFO - Epoch [51][3160/3757] lr: 2.000e-03, eta: 1 day, 10:38:19, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.0882 2020-07-26 15:21:43,487 - mmaction - INFO - Epoch [51][3180/3757] lr: 2.000e-03, eta: 1 day, 10:38:06, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5000, loss: 1.5000, grad_norm: 4.9555 2020-07-26 15:21:56,958 - mmaction - INFO - Epoch [51][3200/3757] lr: 2.000e-03, eta: 1 day, 10:37:52, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.6359, loss: 1.6359, grad_norm: 5.0709 2020-07-26 15:22:10,329 - mmaction - INFO - Epoch [51][3220/3757] lr: 2.000e-03, eta: 1 day, 10:37:39, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4506, loss: 1.4506, grad_norm: 4.8566 2020-07-26 15:22:23,777 - mmaction - INFO - Epoch [51][3240/3757] lr: 2.000e-03, eta: 1 day, 10:37:25, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4213, loss: 1.4213, grad_norm: 4.8111 2020-07-26 15:22:37,027 - mmaction - INFO - Epoch [51][3260/3757] lr: 2.000e-03, eta: 1 day, 10:37:11, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5477, loss: 1.5477, grad_norm: 4.9162 2020-07-26 15:22:51,160 - mmaction - INFO - Epoch [51][3280/3757] lr: 2.000e-03, eta: 1 day, 10:36:58, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8555, loss_cls: 1.4874, loss: 1.4874, grad_norm: 4.9284 2020-07-26 15:23:04,438 - mmaction - INFO - Epoch [51][3300/3757] lr: 2.000e-03, eta: 1 day, 10:36:45, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.0078 2020-07-26 15:23:17,951 - mmaction - INFO - Epoch [51][3320/3757] lr: 2.000e-03, eta: 1 day, 10:36:31, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4979, loss: 1.4979, grad_norm: 4.9581 2020-07-26 15:23:32,189 - mmaction - INFO - Epoch [51][3340/3757] lr: 2.000e-03, eta: 1 day, 10:36:18, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5393, loss: 1.5393, grad_norm: 4.8481 2020-07-26 15:23:46,942 - mmaction - INFO - Epoch [51][3360/3757] lr: 2.000e-03, eta: 1 day, 10:36:06, time: 0.737, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.6808 2020-07-26 15:24:00,309 - mmaction - INFO - Epoch [51][3380/3757] lr: 2.000e-03, eta: 1 day, 10:35:52, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8547, loss_cls: 1.4818, loss: 1.4818, grad_norm: 4.9240 2020-07-26 15:24:13,453 - mmaction - INFO - Epoch [51][3400/3757] lr: 2.000e-03, eta: 1 day, 10:35:39, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.4944, loss: 1.4944, grad_norm: 5.0121 2020-07-26 15:24:27,354 - mmaction - INFO - Epoch [51][3420/3757] lr: 2.000e-03, eta: 1 day, 10:35:25, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5587, loss: 1.5587, grad_norm: 4.8756 2020-07-26 15:24:41,286 - mmaction - INFO - Epoch [51][3440/3757] lr: 2.000e-03, eta: 1 day, 10:35:12, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4655, loss: 1.4655, grad_norm: 4.7892 2020-07-26 15:24:55,459 - mmaction - INFO - Epoch [51][3460/3757] lr: 2.000e-03, eta: 1 day, 10:34:59, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4822, loss: 1.4822, grad_norm: 4.9031 2020-07-26 15:25:09,107 - mmaction - INFO - Epoch [51][3480/3757] lr: 2.000e-03, eta: 1 day, 10:34:46, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8258, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.0146 2020-07-26 15:25:22,451 - mmaction - INFO - Epoch [51][3500/3757] lr: 2.000e-03, eta: 1 day, 10:34:32, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5529, loss: 1.5529, grad_norm: 4.9626 2020-07-26 15:25:35,842 - mmaction - INFO - Epoch [51][3520/3757] lr: 2.000e-03, eta: 1 day, 10:34:19, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.0456 2020-07-26 15:25:49,536 - mmaction - INFO - Epoch [51][3540/3757] lr: 2.000e-03, eta: 1 day, 10:34:06, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.0563 2020-07-26 15:26:02,845 - mmaction - INFO - Epoch [51][3560/3757] lr: 2.000e-03, eta: 1 day, 10:33:52, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4730, loss: 1.4730, grad_norm: 4.9821 2020-07-26 15:26:16,249 - mmaction - INFO - Epoch [51][3580/3757] lr: 2.000e-03, eta: 1 day, 10:33:38, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5876, loss: 1.5876, grad_norm: 4.9138 2020-07-26 15:26:30,672 - mmaction - INFO - Epoch [51][3600/3757] lr: 2.000e-03, eta: 1 day, 10:33:26, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5535, loss: 1.5535, grad_norm: 4.9592 2020-07-26 15:26:43,564 - mmaction - INFO - Epoch [51][3620/3757] lr: 2.000e-03, eta: 1 day, 10:33:12, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4413, loss: 1.4413, grad_norm: 4.8236 2020-07-26 15:26:57,141 - mmaction - INFO - Epoch [51][3640/3757] lr: 2.000e-03, eta: 1 day, 10:32:58, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8586, loss_cls: 1.4539, loss: 1.4539, grad_norm: 4.8724 2020-07-26 15:27:10,505 - mmaction - INFO - Epoch [51][3660/3757] lr: 2.000e-03, eta: 1 day, 10:32:44, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4591, loss: 1.4591, grad_norm: 4.7035 2020-07-26 15:27:23,805 - mmaction - INFO - Epoch [51][3680/3757] lr: 2.000e-03, eta: 1 day, 10:32:31, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8406, loss_cls: 1.5314, loss: 1.5314, grad_norm: 4.9825 2020-07-26 15:27:38,192 - mmaction - INFO - Epoch [51][3700/3757] lr: 2.000e-03, eta: 1 day, 10:32:18, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4592, loss: 1.4592, grad_norm: 4.8916 2020-07-26 15:27:51,424 - mmaction - INFO - Epoch [51][3720/3757] lr: 2.000e-03, eta: 1 day, 10:32:04, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.0222 2020-07-26 15:28:04,851 - mmaction - INFO - Epoch [51][3740/3757] lr: 2.000e-03, eta: 1 day, 10:31:51, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4543, loss: 1.4543, grad_norm: 4.7694 2020-07-26 15:28:16,899 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-07-26 15:28:44,394 - mmaction - INFO - Epoch [52][20/3757] lr: 2.000e-03, eta: 1 day, 10:31:27, time: 1.310, data_time: 0.671, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.4008, loss: 1.4008, grad_norm: 4.8227 2020-07-26 15:28:56,717 - mmaction - INFO - Epoch [52][40/3757] lr: 2.000e-03, eta: 1 day, 10:31:12, time: 0.613, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.4917, loss: 1.4917, grad_norm: 4.8456 2020-07-26 15:29:09,897 - mmaction - INFO - Epoch [52][60/3757] lr: 2.000e-03, eta: 1 day, 10:30:58, time: 0.661, data_time: 0.009, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4300, loss: 1.4300, grad_norm: 4.7576 2020-07-26 15:29:23,169 - mmaction - INFO - Epoch [52][80/3757] lr: 2.000e-03, eta: 1 day, 10:30:45, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5084, loss: 1.5084, grad_norm: 4.9965 2020-07-26 15:29:36,637 - mmaction - INFO - Epoch [52][100/3757] lr: 2.000e-03, eta: 1 day, 10:30:31, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4570, loss: 1.4570, grad_norm: 4.8139 2020-07-26 15:29:50,747 - mmaction - INFO - Epoch [52][120/3757] lr: 2.000e-03, eta: 1 day, 10:30:18, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.4841, loss: 1.4841, grad_norm: 4.8312 2020-07-26 15:30:04,862 - mmaction - INFO - Epoch [52][140/3757] lr: 2.000e-03, eta: 1 day, 10:30:05, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4869, loss: 1.4869, grad_norm: 4.8614 2020-07-26 15:30:18,242 - mmaction - INFO - Epoch [52][160/3757] lr: 2.000e-03, eta: 1 day, 10:29:52, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.0654 2020-07-26 15:30:31,572 - mmaction - INFO - Epoch [52][180/3757] lr: 2.000e-03, eta: 1 day, 10:29:38, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.5033, loss: 1.5033, grad_norm: 5.0068 2020-07-26 15:30:45,225 - mmaction - INFO - Epoch [52][200/3757] lr: 2.000e-03, eta: 1 day, 10:29:25, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4807, loss: 1.4807, grad_norm: 4.8734 2020-07-26 15:30:58,555 - mmaction - INFO - Epoch [52][220/3757] lr: 2.000e-03, eta: 1 day, 10:29:11, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.5841, loss: 1.5841, grad_norm: 5.0916 2020-07-26 15:31:12,547 - mmaction - INFO - Epoch [52][240/3757] lr: 2.000e-03, eta: 1 day, 10:28:58, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5039, loss: 1.5039, grad_norm: 5.0709 2020-07-26 15:31:27,370 - mmaction - INFO - Epoch [52][260/3757] lr: 2.000e-03, eta: 1 day, 10:28:46, time: 0.743, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.5063, loss: 1.5063, grad_norm: 4.9326 2020-07-26 15:31:40,611 - mmaction - INFO - Epoch [52][280/3757] lr: 2.000e-03, eta: 1 day, 10:28:32, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.5644, loss: 1.5644, grad_norm: 4.9772 2020-07-26 15:31:54,209 - mmaction - INFO - Epoch [52][300/3757] lr: 2.000e-03, eta: 1 day, 10:28:19, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4517, loss: 1.4517, grad_norm: 4.9253 2020-07-26 15:32:07,870 - mmaction - INFO - Epoch [52][320/3757] lr: 2.000e-03, eta: 1 day, 10:28:05, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4877, loss: 1.4877, grad_norm: 4.9360 2020-07-26 15:32:21,371 - mmaction - INFO - Epoch [52][340/3757] lr: 2.000e-03, eta: 1 day, 10:27:52, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.8044 2020-07-26 15:32:34,876 - mmaction - INFO - Epoch [52][360/3757] lr: 2.000e-03, eta: 1 day, 10:27:38, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5226, loss: 1.5226, grad_norm: 5.0031 2020-07-26 15:32:48,421 - mmaction - INFO - Epoch [52][380/3757] lr: 2.000e-03, eta: 1 day, 10:27:25, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4703, loss: 1.4703, grad_norm: 4.9166 2020-07-26 15:33:02,728 - mmaction - INFO - Epoch [52][400/3757] lr: 2.000e-03, eta: 1 day, 10:27:12, time: 0.715, data_time: 0.003, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4840, loss: 1.4840, grad_norm: 4.9467 2020-07-26 15:33:16,370 - mmaction - INFO - Epoch [52][420/3757] lr: 2.000e-03, eta: 1 day, 10:26:59, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5169, loss: 1.5169, grad_norm: 4.8740 2020-07-26 15:33:30,131 - mmaction - INFO - Epoch [52][440/3757] lr: 2.000e-03, eta: 1 day, 10:26:45, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8477, loss_cls: 1.5231, loss: 1.5231, grad_norm: 5.1957 2020-07-26 15:33:44,075 - mmaction - INFO - Epoch [52][460/3757] lr: 2.000e-03, eta: 1 day, 10:26:32, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8242, loss_cls: 1.4717, loss: 1.4717, grad_norm: 4.6948 2020-07-26 15:33:58,032 - mmaction - INFO - Epoch [52][480/3757] lr: 2.000e-03, eta: 1 day, 10:26:19, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4797, loss: 1.4797, grad_norm: 4.9897 2020-07-26 15:34:11,703 - mmaction - INFO - Epoch [52][500/3757] lr: 2.000e-03, eta: 1 day, 10:26:06, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5969, loss: 1.5969, grad_norm: 5.0493 2020-07-26 15:34:26,163 - mmaction - INFO - Epoch [52][520/3757] lr: 2.000e-03, eta: 1 day, 10:25:53, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.0014 2020-07-26 15:34:39,810 - mmaction - INFO - Epoch [52][540/3757] lr: 2.000e-03, eta: 1 day, 10:25:40, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8344, loss_cls: 1.5239, loss: 1.5239, grad_norm: 4.9772 2020-07-26 15:34:54,305 - mmaction - INFO - Epoch [52][560/3757] lr: 2.000e-03, eta: 1 day, 10:25:27, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5461, loss: 1.5461, grad_norm: 5.0581 2020-07-26 15:35:07,436 - mmaction - INFO - Epoch [52][580/3757] lr: 2.000e-03, eta: 1 day, 10:25:13, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4316, loss: 1.4316, grad_norm: 4.8334 2020-07-26 15:35:20,932 - mmaction - INFO - Epoch [52][600/3757] lr: 2.000e-03, eta: 1 day, 10:25:00, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.8603 2020-07-26 15:35:34,179 - mmaction - INFO - Epoch [52][620/3757] lr: 2.000e-03, eta: 1 day, 10:24:46, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5139, loss: 1.5139, grad_norm: 5.0610 2020-07-26 15:35:47,600 - mmaction - INFO - Epoch [52][640/3757] lr: 2.000e-03, eta: 1 day, 10:24:33, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5298, loss: 1.5298, grad_norm: 4.8851 2020-07-26 15:36:01,781 - mmaction - INFO - Epoch [52][660/3757] lr: 2.000e-03, eta: 1 day, 10:24:20, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5292, loss: 1.5292, grad_norm: 4.8750 2020-07-26 15:36:14,789 - mmaction - INFO - Epoch [52][680/3757] lr: 2.000e-03, eta: 1 day, 10:24:06, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.4744, loss: 1.4744, grad_norm: 4.9352 2020-07-26 15:36:29,686 - mmaction - INFO - Epoch [52][700/3757] lr: 2.000e-03, eta: 1 day, 10:23:54, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.5808, loss: 1.5808, grad_norm: 5.1242 2020-07-26 15:36:42,500 - mmaction - INFO - Epoch [52][720/3757] lr: 2.000e-03, eta: 1 day, 10:23:39, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5121, loss: 1.5121, grad_norm: 4.9317 2020-07-26 15:36:55,952 - mmaction - INFO - Epoch [52][740/3757] lr: 2.000e-03, eta: 1 day, 10:23:26, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5449, loss: 1.5449, grad_norm: 4.8688 2020-07-26 15:37:09,504 - mmaction - INFO - Epoch [52][760/3757] lr: 2.000e-03, eta: 1 day, 10:23:12, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.5703, loss: 1.5703, grad_norm: 4.9642 2020-07-26 15:37:23,137 - mmaction - INFO - Epoch [52][780/3757] lr: 2.000e-03, eta: 1 day, 10:22:59, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5001, loss: 1.5001, grad_norm: 4.9263 2020-07-26 15:37:36,714 - mmaction - INFO - Epoch [52][800/3757] lr: 2.000e-03, eta: 1 day, 10:22:46, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5099, loss: 1.5099, grad_norm: 5.0124 2020-07-26 15:37:50,277 - mmaction - INFO - Epoch [52][820/3757] lr: 2.000e-03, eta: 1 day, 10:22:32, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.4260, loss: 1.4260, grad_norm: 4.9218 2020-07-26 15:38:04,128 - mmaction - INFO - Epoch [52][840/3757] lr: 2.000e-03, eta: 1 day, 10:22:19, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4832, loss: 1.4832, grad_norm: 4.8660 2020-07-26 15:38:17,238 - mmaction - INFO - Epoch [52][860/3757] lr: 2.000e-03, eta: 1 day, 10:22:05, time: 0.656, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4950, loss: 1.4950, grad_norm: 4.7695 2020-07-26 15:38:31,383 - mmaction - INFO - Epoch [52][880/3757] lr: 2.000e-03, eta: 1 day, 10:21:52, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.5023, loss: 1.5023, grad_norm: 4.8766 2020-07-26 15:38:44,921 - mmaction - INFO - Epoch [52][900/3757] lr: 2.000e-03, eta: 1 day, 10:21:39, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4863, loss: 1.4863, grad_norm: 4.8105 2020-07-26 15:38:59,611 - mmaction - INFO - Epoch [52][920/3757] lr: 2.000e-03, eta: 1 day, 10:21:26, time: 0.736, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4875, loss: 1.4875, grad_norm: 4.7628 2020-07-26 15:39:13,610 - mmaction - INFO - Epoch [52][940/3757] lr: 2.000e-03, eta: 1 day, 10:21:13, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.0959 2020-07-26 15:39:27,005 - mmaction - INFO - Epoch [52][960/3757] lr: 2.000e-03, eta: 1 day, 10:21:00, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4566, loss: 1.4566, grad_norm: 4.7890 2020-07-26 15:39:40,740 - mmaction - INFO - Epoch [52][980/3757] lr: 2.000e-03, eta: 1 day, 10:20:46, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.0887 2020-07-26 15:39:55,711 - mmaction - INFO - Epoch [52][1000/3757] lr: 2.000e-03, eta: 1 day, 10:20:34, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4729, loss: 1.4729, grad_norm: 4.8860 2020-07-26 15:40:09,246 - mmaction - INFO - Epoch [52][1020/3757] lr: 2.000e-03, eta: 1 day, 10:20:21, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.0679 2020-07-26 15:40:23,924 - mmaction - INFO - Epoch [52][1040/3757] lr: 2.000e-03, eta: 1 day, 10:20:08, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4705, loss: 1.4705, grad_norm: 4.8424 2020-07-26 15:40:38,667 - mmaction - INFO - Epoch [52][1060/3757] lr: 2.000e-03, eta: 1 day, 10:19:56, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5375, loss: 1.5375, grad_norm: 4.9903 2020-07-26 15:40:51,289 - mmaction - INFO - Epoch [52][1080/3757] lr: 2.000e-03, eta: 1 day, 10:19:42, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.6585 2020-07-26 15:41:05,555 - mmaction - INFO - Epoch [52][1100/3757] lr: 2.000e-03, eta: 1 day, 10:19:29, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.0133 2020-07-26 15:41:19,100 - mmaction - INFO - Epoch [52][1120/3757] lr: 2.000e-03, eta: 1 day, 10:19:16, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.1015 2020-07-26 15:41:32,983 - mmaction - INFO - Epoch [52][1140/3757] lr: 2.000e-03, eta: 1 day, 10:19:02, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.0610 2020-07-26 15:41:46,670 - mmaction - INFO - Epoch [52][1160/3757] lr: 2.000e-03, eta: 1 day, 10:18:49, time: 0.685, data_time: 0.003, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.0411 2020-07-26 15:42:00,547 - mmaction - INFO - Epoch [52][1180/3757] lr: 2.000e-03, eta: 1 day, 10:18:36, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5517, loss: 1.5517, grad_norm: 5.0153 2020-07-26 15:42:13,996 - mmaction - INFO - Epoch [52][1200/3757] lr: 2.000e-03, eta: 1 day, 10:18:22, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.5238, loss: 1.5238, grad_norm: 4.9216 2020-07-26 15:42:27,368 - mmaction - INFO - Epoch [52][1220/3757] lr: 2.000e-03, eta: 1 day, 10:18:09, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4403, loss: 1.4403, grad_norm: 4.9018 2020-07-26 15:42:41,880 - mmaction - INFO - Epoch [52][1240/3757] lr: 2.000e-03, eta: 1 day, 10:17:56, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.7704 2020-07-26 15:42:54,834 - mmaction - INFO - Epoch [52][1260/3757] lr: 2.000e-03, eta: 1 day, 10:17:42, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4836, loss: 1.4836, grad_norm: 5.0729 2020-07-26 15:43:08,736 - mmaction - INFO - Epoch [52][1280/3757] lr: 2.000e-03, eta: 1 day, 10:17:29, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.9067 2020-07-26 15:43:23,170 - mmaction - INFO - Epoch [52][1300/3757] lr: 2.000e-03, eta: 1 day, 10:17:16, time: 0.722, data_time: 0.003, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4616, loss: 1.4616, grad_norm: 4.7966 2020-07-26 15:43:37,293 - mmaction - INFO - Epoch [52][1320/3757] lr: 2.000e-03, eta: 1 day, 10:17:03, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5439, loss: 1.5439, grad_norm: 4.9983 2020-07-26 15:43:50,603 - mmaction - INFO - Epoch [52][1340/3757] lr: 2.000e-03, eta: 1 day, 10:16:50, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4155, loss: 1.4155, grad_norm: 4.9159 2020-07-26 15:44:05,255 - mmaction - INFO - Epoch [52][1360/3757] lr: 2.000e-03, eta: 1 day, 10:16:37, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.1595 2020-07-26 15:44:18,887 - mmaction - INFO - Epoch [52][1380/3757] lr: 2.000e-03, eta: 1 day, 10:16:24, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.4985, loss: 1.4985, grad_norm: 4.7438 2020-07-26 15:44:32,695 - mmaction - INFO - Epoch [52][1400/3757] lr: 2.000e-03, eta: 1 day, 10:16:11, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.0965 2020-07-26 15:44:46,572 - mmaction - INFO - Epoch [52][1420/3757] lr: 2.000e-03, eta: 1 day, 10:15:58, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.9049 2020-07-26 15:45:00,241 - mmaction - INFO - Epoch [52][1440/3757] lr: 2.000e-03, eta: 1 day, 10:15:44, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.6407 2020-07-26 15:45:14,256 - mmaction - INFO - Epoch [52][1460/3757] lr: 2.000e-03, eta: 1 day, 10:15:31, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4809, loss: 1.4809, grad_norm: 4.9902 2020-07-26 15:45:28,325 - mmaction - INFO - Epoch [52][1480/3757] lr: 2.000e-03, eta: 1 day, 10:15:18, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6102, loss: 1.6102, grad_norm: 5.1407 2020-07-26 15:45:41,561 - mmaction - INFO - Epoch [52][1500/3757] lr: 2.000e-03, eta: 1 day, 10:15:04, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4843, loss: 1.4843, grad_norm: 4.9928 2020-07-26 15:45:55,322 - mmaction - INFO - Epoch [52][1520/3757] lr: 2.000e-03, eta: 1 day, 10:14:51, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4580, loss: 1.4580, grad_norm: 5.0234 2020-07-26 15:46:09,332 - mmaction - INFO - Epoch [52][1540/3757] lr: 2.000e-03, eta: 1 day, 10:14:38, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5348, loss: 1.5348, grad_norm: 4.9670 2020-07-26 15:46:23,082 - mmaction - INFO - Epoch [52][1560/3757] lr: 2.000e-03, eta: 1 day, 10:14:25, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5676, loss: 1.5676, grad_norm: 4.9712 2020-07-26 15:46:36,164 - mmaction - INFO - Epoch [52][1580/3757] lr: 2.000e-03, eta: 1 day, 10:14:11, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.5031, loss: 1.5031, grad_norm: 4.9557 2020-07-26 15:46:50,136 - mmaction - INFO - Epoch [52][1600/3757] lr: 2.000e-03, eta: 1 day, 10:13:58, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5326, loss: 1.5326, grad_norm: 4.9235 2020-07-26 15:47:03,641 - mmaction - INFO - Epoch [52][1620/3757] lr: 2.000e-03, eta: 1 day, 10:13:44, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8430, loss_cls: 1.5424, loss: 1.5424, grad_norm: 5.0618 2020-07-26 15:47:17,109 - mmaction - INFO - Epoch [52][1640/3757] lr: 2.000e-03, eta: 1 day, 10:13:31, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4631, loss: 1.4631, grad_norm: 4.8707 2020-07-26 15:47:31,291 - mmaction - INFO - Epoch [52][1660/3757] lr: 2.000e-03, eta: 1 day, 10:13:18, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4919, loss: 1.4919, grad_norm: 4.9745 2020-07-26 15:47:44,460 - mmaction - INFO - Epoch [52][1680/3757] lr: 2.000e-03, eta: 1 day, 10:13:04, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5271, loss: 1.5271, grad_norm: 4.9452 2020-07-26 15:47:57,710 - mmaction - INFO - Epoch [52][1700/3757] lr: 2.000e-03, eta: 1 day, 10:12:50, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8438, loss_cls: 1.5106, loss: 1.5106, grad_norm: 5.0749 2020-07-26 15:48:11,174 - mmaction - INFO - Epoch [52][1720/3757] lr: 2.000e-03, eta: 1 day, 10:12:37, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4970, loss: 1.4970, grad_norm: 4.9175 2020-07-26 15:48:25,208 - mmaction - INFO - Epoch [52][1740/3757] lr: 2.000e-03, eta: 1 day, 10:12:24, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.0377 2020-07-26 15:48:38,622 - mmaction - INFO - Epoch [52][1760/3757] lr: 2.000e-03, eta: 1 day, 10:12:10, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.4910, loss: 1.4910, grad_norm: 4.9172 2020-07-26 15:48:51,810 - mmaction - INFO - Epoch [52][1780/3757] lr: 2.000e-03, eta: 1 day, 10:11:56, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4475, loss: 1.4475, grad_norm: 5.0317 2020-07-26 15:49:05,296 - mmaction - INFO - Epoch [52][1800/3757] lr: 2.000e-03, eta: 1 day, 10:11:43, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5069, loss: 1.5069, grad_norm: 4.9556 2020-07-26 15:49:19,239 - mmaction - INFO - Epoch [52][1820/3757] lr: 2.000e-03, eta: 1 day, 10:11:30, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5202, loss: 1.5202, grad_norm: 4.9673 2020-07-26 15:49:33,199 - mmaction - INFO - Epoch [52][1840/3757] lr: 2.000e-03, eta: 1 day, 10:11:17, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.8446 2020-07-26 15:49:46,475 - mmaction - INFO - Epoch [52][1860/3757] lr: 2.000e-03, eta: 1 day, 10:11:03, time: 0.669, data_time: 0.009, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.5193, loss: 1.5193, grad_norm: 4.9684 2020-07-26 15:49:59,969 - mmaction - INFO - Epoch [52][1880/3757] lr: 2.000e-03, eta: 1 day, 10:10:49, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.0563 2020-07-26 15:50:13,886 - mmaction - INFO - Epoch [52][1900/3757] lr: 2.000e-03, eta: 1 day, 10:10:36, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5273, loss: 1.5273, grad_norm: 4.9067 2020-07-26 15:50:27,996 - mmaction - INFO - Epoch [52][1920/3757] lr: 2.000e-03, eta: 1 day, 10:10:23, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.4911, loss: 1.4911, grad_norm: 4.8012 2020-07-26 15:50:41,004 - mmaction - INFO - Epoch [52][1940/3757] lr: 2.000e-03, eta: 1 day, 10:10:10, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4457, loss: 1.4457, grad_norm: 4.9480 2020-07-26 15:50:54,939 - mmaction - INFO - Epoch [52][1960/3757] lr: 2.000e-03, eta: 1 day, 10:09:56, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4032, loss: 1.4032, grad_norm: 4.7883 2020-07-26 15:51:08,592 - mmaction - INFO - Epoch [52][1980/3757] lr: 2.000e-03, eta: 1 day, 10:09:43, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8047, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.0355 2020-07-26 15:51:22,748 - mmaction - INFO - Epoch [52][2000/3757] lr: 2.000e-03, eta: 1 day, 10:09:30, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5075, loss: 1.5075, grad_norm: 4.9769 2020-07-26 15:51:36,317 - mmaction - INFO - Epoch [52][2020/3757] lr: 2.000e-03, eta: 1 day, 10:09:17, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4880, loss: 1.4880, grad_norm: 4.8660 2020-07-26 15:51:50,456 - mmaction - INFO - Epoch [52][2040/3757] lr: 2.000e-03, eta: 1 day, 10:09:04, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8227, loss_cls: 1.5626, loss: 1.5626, grad_norm: 4.8930 2020-07-26 15:52:04,132 - mmaction - INFO - Epoch [52][2060/3757] lr: 2.000e-03, eta: 1 day, 10:08:50, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.6000, loss: 1.6000, grad_norm: 5.1664 2020-07-26 15:52:17,698 - mmaction - INFO - Epoch [52][2080/3757] lr: 2.000e-03, eta: 1 day, 10:08:37, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5529, loss: 1.5529, grad_norm: 5.0154 2020-07-26 15:52:31,122 - mmaction - INFO - Epoch [52][2100/3757] lr: 2.000e-03, eta: 1 day, 10:08:23, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5537, loss: 1.5537, grad_norm: 5.1146 2020-07-26 15:52:45,209 - mmaction - INFO - Epoch [52][2120/3757] lr: 2.000e-03, eta: 1 day, 10:08:10, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5588, loss: 1.5588, grad_norm: 5.1808 2020-07-26 15:52:58,184 - mmaction - INFO - Epoch [52][2140/3757] lr: 2.000e-03, eta: 1 day, 10:07:56, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5039, loss: 1.5039, grad_norm: 5.0407 2020-07-26 15:53:11,819 - mmaction - INFO - Epoch [52][2160/3757] lr: 2.000e-03, eta: 1 day, 10:07:43, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.4688, loss: 1.4688, grad_norm: 4.9246 2020-07-26 15:53:25,493 - mmaction - INFO - Epoch [52][2180/3757] lr: 2.000e-03, eta: 1 day, 10:07:30, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4322, loss: 1.4322, grad_norm: 4.6947 2020-07-26 15:53:38,859 - mmaction - INFO - Epoch [52][2200/3757] lr: 2.000e-03, eta: 1 day, 10:07:16, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.5460, loss: 1.5460, grad_norm: 5.0295 2020-07-26 15:53:52,184 - mmaction - INFO - Epoch [52][2220/3757] lr: 2.000e-03, eta: 1 day, 10:07:02, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.0003 2020-07-26 15:54:05,519 - mmaction - INFO - Epoch [52][2240/3757] lr: 2.000e-03, eta: 1 day, 10:06:49, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5165, loss: 1.5165, grad_norm: 4.9186 2020-07-26 15:54:19,322 - mmaction - INFO - Epoch [52][2260/3757] lr: 2.000e-03, eta: 1 day, 10:06:35, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4910, loss: 1.4910, grad_norm: 4.9588 2020-07-26 15:54:32,851 - mmaction - INFO - Epoch [52][2280/3757] lr: 2.000e-03, eta: 1 day, 10:06:22, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4236, loss: 1.4236, grad_norm: 4.8296 2020-07-26 15:54:47,107 - mmaction - INFO - Epoch [52][2300/3757] lr: 2.000e-03, eta: 1 day, 10:06:09, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.0980 2020-07-26 15:55:01,228 - mmaction - INFO - Epoch [52][2320/3757] lr: 2.000e-03, eta: 1 day, 10:05:56, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.5806, loss: 1.5806, grad_norm: 5.0764 2020-07-26 15:55:14,561 - mmaction - INFO - Epoch [52][2340/3757] lr: 2.000e-03, eta: 1 day, 10:05:43, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.9539 2020-07-26 15:55:28,354 - mmaction - INFO - Epoch [52][2360/3757] lr: 2.000e-03, eta: 1 day, 10:05:29, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5064, loss: 1.5064, grad_norm: 5.0598 2020-07-26 15:55:42,137 - mmaction - INFO - Epoch [52][2380/3757] lr: 2.000e-03, eta: 1 day, 10:05:16, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4480, loss: 1.4480, grad_norm: 4.9112 2020-07-26 15:55:56,448 - mmaction - INFO - Epoch [52][2400/3757] lr: 2.000e-03, eta: 1 day, 10:05:03, time: 0.715, data_time: 0.002, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4833, loss: 1.4833, grad_norm: 5.0410 2020-07-26 15:56:09,794 - mmaction - INFO - Epoch [52][2420/3757] lr: 2.000e-03, eta: 1 day, 10:04:50, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.9470 2020-07-26 15:56:23,782 - mmaction - INFO - Epoch [52][2440/3757] lr: 2.000e-03, eta: 1 day, 10:04:37, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4997, loss: 1.4997, grad_norm: 4.8958 2020-07-26 15:56:37,162 - mmaction - INFO - Epoch [52][2460/3757] lr: 2.000e-03, eta: 1 day, 10:04:23, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.4869, loss: 1.4869, grad_norm: 4.8749 2020-07-26 15:56:50,907 - mmaction - INFO - Epoch [52][2480/3757] lr: 2.000e-03, eta: 1 day, 10:04:10, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8531, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.0137 2020-07-26 15:57:04,129 - mmaction - INFO - Epoch [52][2500/3757] lr: 2.000e-03, eta: 1 day, 10:03:56, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4304, loss: 1.4304, grad_norm: 4.7627 2020-07-26 15:57:17,797 - mmaction - INFO - Epoch [52][2520/3757] lr: 2.000e-03, eta: 1 day, 10:03:43, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.4095, loss: 1.4095, grad_norm: 4.7565 2020-07-26 15:57:31,766 - mmaction - INFO - Epoch [52][2540/3757] lr: 2.000e-03, eta: 1 day, 10:03:30, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4772, loss: 1.4772, grad_norm: 4.9763 2020-07-26 15:57:45,651 - mmaction - INFO - Epoch [52][2560/3757] lr: 2.000e-03, eta: 1 day, 10:03:16, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5560, loss: 1.5560, grad_norm: 5.2333 2020-07-26 15:57:58,668 - mmaction - INFO - Epoch [52][2580/3757] lr: 2.000e-03, eta: 1 day, 10:03:02, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4936, loss: 1.4936, grad_norm: 4.9167 2020-07-26 15:58:12,140 - mmaction - INFO - Epoch [52][2600/3757] lr: 2.000e-03, eta: 1 day, 10:02:49, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.0362 2020-07-26 15:58:26,460 - mmaction - INFO - Epoch [52][2620/3757] lr: 2.000e-03, eta: 1 day, 10:02:36, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.0374 2020-07-26 15:58:39,843 - mmaction - INFO - Epoch [52][2640/3757] lr: 2.000e-03, eta: 1 day, 10:02:22, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.5538, loss: 1.5538, grad_norm: 5.0170 2020-07-26 15:58:53,029 - mmaction - INFO - Epoch [52][2660/3757] lr: 2.000e-03, eta: 1 day, 10:02:09, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.0543 2020-07-26 15:59:07,416 - mmaction - INFO - Epoch [52][2680/3757] lr: 2.000e-03, eta: 1 day, 10:01:56, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8172, loss_cls: 1.5853, loss: 1.5853, grad_norm: 5.0326 2020-07-26 15:59:20,398 - mmaction - INFO - Epoch [52][2700/3757] lr: 2.000e-03, eta: 1 day, 10:01:42, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.5074, loss: 1.5074, grad_norm: 4.9438 2020-07-26 15:59:35,218 - mmaction - INFO - Epoch [52][2720/3757] lr: 2.000e-03, eta: 1 day, 10:01:30, time: 0.741, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.0570 2020-07-26 15:59:49,034 - mmaction - INFO - Epoch [52][2740/3757] lr: 2.000e-03, eta: 1 day, 10:01:17, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5466, loss: 1.5466, grad_norm: 4.9191 2020-07-26 16:00:02,731 - mmaction - INFO - Epoch [52][2760/3757] lr: 2.000e-03, eta: 1 day, 10:01:03, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.1102 2020-07-26 16:00:20,137 - mmaction - INFO - Epoch [52][2780/3757] lr: 2.000e-03, eta: 1 day, 10:00:53, time: 0.858, data_time: 0.002, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.0887 2020-07-26 16:00:33,555 - mmaction - INFO - Epoch [52][2800/3757] lr: 2.000e-03, eta: 1 day, 10:00:40, time: 0.679, data_time: 0.028, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.9386 2020-07-26 16:00:47,927 - mmaction - INFO - Epoch [52][2820/3757] lr: 2.000e-03, eta: 1 day, 10:00:27, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.8148 2020-07-26 16:01:00,956 - mmaction - INFO - Epoch [52][2840/3757] lr: 2.000e-03, eta: 1 day, 10:00:13, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.4243, loss: 1.4243, grad_norm: 4.7918 2020-07-26 16:01:13,891 - mmaction - INFO - Epoch [52][2860/3757] lr: 2.000e-03, eta: 1 day, 9:59:59, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.4785, loss: 1.4785, grad_norm: 4.9933 2020-07-26 16:01:28,184 - mmaction - INFO - Epoch [52][2880/3757] lr: 2.000e-03, eta: 1 day, 9:59:46, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.5058, loss: 1.5058, grad_norm: 5.1088 2020-07-26 16:01:41,796 - mmaction - INFO - Epoch [52][2900/3757] lr: 2.000e-03, eta: 1 day, 9:59:33, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.4643, loss: 1.4643, grad_norm: 4.8982 2020-07-26 16:01:55,028 - mmaction - INFO - Epoch [52][2920/3757] lr: 2.000e-03, eta: 1 day, 9:59:19, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4756, loss: 1.4756, grad_norm: 4.8856 2020-07-26 16:02:08,560 - mmaction - INFO - Epoch [52][2940/3757] lr: 2.000e-03, eta: 1 day, 9:59:06, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.1839 2020-07-26 16:02:21,896 - mmaction - INFO - Epoch [52][2960/3757] lr: 2.000e-03, eta: 1 day, 9:58:52, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4620, loss: 1.4620, grad_norm: 4.9536 2020-07-26 16:02:36,388 - mmaction - INFO - Epoch [52][2980/3757] lr: 2.000e-03, eta: 1 day, 9:58:39, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5219, loss: 1.5219, grad_norm: 4.9226 2020-07-26 16:02:49,549 - mmaction - INFO - Epoch [52][3000/3757] lr: 2.000e-03, eta: 1 day, 9:58:25, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.3016 2020-07-26 16:03:02,748 - mmaction - INFO - Epoch [52][3020/3757] lr: 2.000e-03, eta: 1 day, 9:58:12, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8156, loss_cls: 1.5438, loss: 1.5438, grad_norm: 4.9656 2020-07-26 16:03:16,350 - mmaction - INFO - Epoch [52][3040/3757] lr: 2.000e-03, eta: 1 day, 9:57:58, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8484, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.1423 2020-07-26 16:03:30,992 - mmaction - INFO - Epoch [52][3060/3757] lr: 2.000e-03, eta: 1 day, 9:57:46, time: 0.733, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.0449 2020-07-26 16:03:44,239 - mmaction - INFO - Epoch [52][3080/3757] lr: 2.000e-03, eta: 1 day, 9:57:32, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5139, loss: 1.5139, grad_norm: 5.0497 2020-07-26 16:03:59,201 - mmaction - INFO - Epoch [52][3100/3757] lr: 2.000e-03, eta: 1 day, 9:57:20, time: 0.752, data_time: 0.008, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.5901, loss: 1.5901, grad_norm: 5.1618 2020-07-26 16:04:12,994 - mmaction - INFO - Epoch [52][3120/3757] lr: 2.000e-03, eta: 1 day, 9:57:07, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8508, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.1401 2020-07-26 16:04:26,915 - mmaction - INFO - Epoch [52][3140/3757] lr: 2.000e-03, eta: 1 day, 9:56:54, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.0829 2020-07-26 16:04:40,269 - mmaction - INFO - Epoch [52][3160/3757] lr: 2.000e-03, eta: 1 day, 9:56:40, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.4913, loss: 1.4913, grad_norm: 5.0243 2020-07-26 16:04:53,732 - mmaction - INFO - Epoch [52][3180/3757] lr: 2.000e-03, eta: 1 day, 9:56:26, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4782, loss: 1.4782, grad_norm: 4.8571 2020-07-26 16:05:07,364 - mmaction - INFO - Epoch [52][3200/3757] lr: 2.000e-03, eta: 1 day, 9:56:13, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8617, loss_cls: 1.4517, loss: 1.4517, grad_norm: 4.8920 2020-07-26 16:05:20,472 - mmaction - INFO - Epoch [52][3220/3757] lr: 2.000e-03, eta: 1 day, 9:55:59, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.0750 2020-07-26 16:05:34,319 - mmaction - INFO - Epoch [52][3240/3757] lr: 2.000e-03, eta: 1 day, 9:55:46, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5136, loss: 1.5136, grad_norm: 4.8990 2020-07-26 16:05:48,072 - mmaction - INFO - Epoch [52][3260/3757] lr: 2.000e-03, eta: 1 day, 9:55:33, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4588, loss: 1.4588, grad_norm: 4.9421 2020-07-26 16:06:01,378 - mmaction - INFO - Epoch [52][3280/3757] lr: 2.000e-03, eta: 1 day, 9:55:19, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4648, loss: 1.4648, grad_norm: 4.9605 2020-07-26 16:06:14,837 - mmaction - INFO - Epoch [52][3300/3757] lr: 2.000e-03, eta: 1 day, 9:55:05, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5117, loss: 1.5117, grad_norm: 4.9808 2020-07-26 16:06:29,442 - mmaction - INFO - Epoch [52][3320/3757] lr: 2.000e-03, eta: 1 day, 9:54:53, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4415, loss: 1.4415, grad_norm: 4.8400 2020-07-26 16:06:42,607 - mmaction - INFO - Epoch [52][3340/3757] lr: 2.000e-03, eta: 1 day, 9:54:39, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4299, loss: 1.4299, grad_norm: 4.8947 2020-07-26 16:06:56,175 - mmaction - INFO - Epoch [52][3360/3757] lr: 2.000e-03, eta: 1 day, 9:54:26, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3685, loss: 1.3685, grad_norm: 4.8111 2020-07-26 16:07:10,871 - mmaction - INFO - Epoch [52][3380/3757] lr: 2.000e-03, eta: 1 day, 9:54:13, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.1955 2020-07-26 16:07:24,314 - mmaction - INFO - Epoch [52][3400/3757] lr: 2.000e-03, eta: 1 day, 9:54:00, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4924, loss: 1.4924, grad_norm: 4.8214 2020-07-26 16:07:37,883 - mmaction - INFO - Epoch [52][3420/3757] lr: 2.000e-03, eta: 1 day, 9:53:46, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.5661, loss: 1.5661, grad_norm: 5.0797 2020-07-26 16:07:51,388 - mmaction - INFO - Epoch [52][3440/3757] lr: 2.000e-03, eta: 1 day, 9:53:33, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.1966 2020-07-26 16:08:04,770 - mmaction - INFO - Epoch [52][3460/3757] lr: 2.000e-03, eta: 1 day, 9:53:19, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8430, loss_cls: 1.4806, loss: 1.4806, grad_norm: 4.9972 2020-07-26 16:08:18,601 - mmaction - INFO - Epoch [52][3480/3757] lr: 2.000e-03, eta: 1 day, 9:53:06, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5684, loss: 1.5684, grad_norm: 5.0104 2020-07-26 16:08:32,789 - mmaction - INFO - Epoch [52][3500/3757] lr: 2.000e-03, eta: 1 day, 9:52:53, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4750, loss: 1.4750, grad_norm: 5.0067 2020-07-26 16:08:46,936 - mmaction - INFO - Epoch [52][3520/3757] lr: 2.000e-03, eta: 1 day, 9:52:40, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4960, loss: 1.4960, grad_norm: 4.9774 2020-07-26 16:08:59,999 - mmaction - INFO - Epoch [52][3540/3757] lr: 2.000e-03, eta: 1 day, 9:52:26, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.1309 2020-07-26 16:09:13,910 - mmaction - INFO - Epoch [52][3560/3757] lr: 2.000e-03, eta: 1 day, 9:52:13, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5026, loss: 1.5026, grad_norm: 4.9340 2020-07-26 16:09:27,841 - mmaction - INFO - Epoch [52][3580/3757] lr: 2.000e-03, eta: 1 day, 9:52:00, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4956, loss: 1.4956, grad_norm: 5.0397 2020-07-26 16:09:42,005 - mmaction - INFO - Epoch [52][3600/3757] lr: 2.000e-03, eta: 1 day, 9:51:47, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.0089 2020-07-26 16:09:55,541 - mmaction - INFO - Epoch [52][3620/3757] lr: 2.000e-03, eta: 1 day, 9:51:33, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8352, loss_cls: 1.5132, loss: 1.5132, grad_norm: 4.8742 2020-07-26 16:10:09,505 - mmaction - INFO - Epoch [52][3640/3757] lr: 2.000e-03, eta: 1 day, 9:51:20, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5145, loss: 1.5145, grad_norm: 4.9199 2020-07-26 16:10:23,251 - mmaction - INFO - Epoch [52][3660/3757] lr: 2.000e-03, eta: 1 day, 9:51:07, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4375, loss: 1.4375, grad_norm: 4.8481 2020-07-26 16:10:36,496 - mmaction - INFO - Epoch [52][3680/3757] lr: 2.000e-03, eta: 1 day, 9:50:53, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4448, loss: 1.4448, grad_norm: 5.0516 2020-07-26 16:10:49,924 - mmaction - INFO - Epoch [52][3700/3757] lr: 2.000e-03, eta: 1 day, 9:50:40, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4327, loss: 1.4327, grad_norm: 4.9421 2020-07-26 16:11:03,119 - mmaction - INFO - Epoch [52][3720/3757] lr: 2.000e-03, eta: 1 day, 9:50:26, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4222, loss: 1.4222, grad_norm: 4.8649 2020-07-26 16:11:17,604 - mmaction - INFO - Epoch [52][3740/3757] lr: 2.000e-03, eta: 1 day, 9:50:13, time: 0.728, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5356, loss: 1.5356, grad_norm: 5.0345 2020-07-26 16:11:29,276 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-26 16:11:54,827 - mmaction - INFO - Epoch [53][20/3757] lr: 2.000e-03, eta: 1 day, 9:49:47, time: 1.177, data_time: 0.523, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4179, loss: 1.4179, grad_norm: 4.8667 2020-07-26 16:12:07,649 - mmaction - INFO - Epoch [53][40/3757] lr: 2.000e-03, eta: 1 day, 9:49:33, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5225, loss: 1.5225, grad_norm: 4.9733 2020-07-26 16:12:20,944 - mmaction - INFO - Epoch [53][60/3757] lr: 2.000e-03, eta: 1 day, 9:49:19, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.0866 2020-07-26 16:12:34,883 - mmaction - INFO - Epoch [53][80/3757] lr: 2.000e-03, eta: 1 day, 9:49:06, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4915, loss: 1.4915, grad_norm: 4.8701 2020-07-26 16:12:48,125 - mmaction - INFO - Epoch [53][100/3757] lr: 2.000e-03, eta: 1 day, 9:48:52, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5029, loss: 1.5029, grad_norm: 4.9781 2020-07-26 16:13:01,180 - mmaction - INFO - Epoch [53][120/3757] lr: 2.000e-03, eta: 1 day, 9:48:38, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4288, loss: 1.4288, grad_norm: 4.8149 2020-07-26 16:13:14,669 - mmaction - INFO - Epoch [53][140/3757] lr: 2.000e-03, eta: 1 day, 9:48:25, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5139, loss: 1.5139, grad_norm: 5.0755 2020-07-26 16:13:29,208 - mmaction - INFO - Epoch [53][160/3757] lr: 2.000e-03, eta: 1 day, 9:48:12, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6270, loss: 1.6270, grad_norm: 5.0527 2020-07-26 16:13:43,245 - mmaction - INFO - Epoch [53][180/3757] lr: 2.000e-03, eta: 1 day, 9:47:59, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8234, loss_cls: 1.4978, loss: 1.4978, grad_norm: 4.8648 2020-07-26 16:13:57,400 - mmaction - INFO - Epoch [53][200/3757] lr: 2.000e-03, eta: 1 day, 9:47:46, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.9045 2020-07-26 16:14:10,601 - mmaction - INFO - Epoch [53][220/3757] lr: 2.000e-03, eta: 1 day, 9:47:33, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4424, loss: 1.4424, grad_norm: 4.9008 2020-07-26 16:14:24,121 - mmaction - INFO - Epoch [53][240/3757] lr: 2.000e-03, eta: 1 day, 9:47:19, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.0866 2020-07-26 16:14:37,875 - mmaction - INFO - Epoch [53][260/3757] lr: 2.000e-03, eta: 1 day, 9:47:06, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4153, loss: 1.4153, grad_norm: 4.9776 2020-07-26 16:14:52,158 - mmaction - INFO - Epoch [53][280/3757] lr: 2.000e-03, eta: 1 day, 9:46:53, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4887, loss: 1.4887, grad_norm: 5.0268 2020-07-26 16:15:05,583 - mmaction - INFO - Epoch [53][300/3757] lr: 2.000e-03, eta: 1 day, 9:46:39, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4683, loss: 1.4683, grad_norm: 4.9150 2020-07-26 16:15:18,747 - mmaction - INFO - Epoch [53][320/3757] lr: 2.000e-03, eta: 1 day, 9:46:26, time: 0.656, data_time: 0.009, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.8225 2020-07-26 16:15:32,665 - mmaction - INFO - Epoch [53][340/3757] lr: 2.000e-03, eta: 1 day, 9:46:12, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4527, loss: 1.4527, grad_norm: 4.9922 2020-07-26 16:15:47,111 - mmaction - INFO - Epoch [53][360/3757] lr: 2.000e-03, eta: 1 day, 9:46:00, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5146, loss: 1.5146, grad_norm: 5.2123 2020-07-26 16:16:01,677 - mmaction - INFO - Epoch [53][380/3757] lr: 2.000e-03, eta: 1 day, 9:45:47, time: 0.734, data_time: 0.009, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4683, loss: 1.4683, grad_norm: 4.8715 2020-07-26 16:16:14,632 - mmaction - INFO - Epoch [53][400/3757] lr: 2.000e-03, eta: 1 day, 9:45:33, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4848, loss: 1.4848, grad_norm: 4.9580 2020-07-26 16:16:28,379 - mmaction - INFO - Epoch [53][420/3757] lr: 2.000e-03, eta: 1 day, 9:45:20, time: 0.687, data_time: 0.002, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.5717, loss: 1.5717, grad_norm: 5.1628 2020-07-26 16:16:42,238 - mmaction - INFO - Epoch [53][440/3757] lr: 2.000e-03, eta: 1 day, 9:45:07, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4986, loss: 1.4986, grad_norm: 4.9908 2020-07-26 16:16:56,274 - mmaction - INFO - Epoch [53][460/3757] lr: 2.000e-03, eta: 1 day, 9:44:54, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4412, loss: 1.4412, grad_norm: 4.9948 2020-07-26 16:17:10,648 - mmaction - INFO - Epoch [53][480/3757] lr: 2.000e-03, eta: 1 day, 9:44:41, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.4859, loss: 1.4859, grad_norm: 5.0165 2020-07-26 16:17:24,168 - mmaction - INFO - Epoch [53][500/3757] lr: 2.000e-03, eta: 1 day, 9:44:28, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.4799, loss: 1.4799, grad_norm: 4.8627 2020-07-26 16:17:37,992 - mmaction - INFO - Epoch [53][520/3757] lr: 2.000e-03, eta: 1 day, 9:44:14, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4466, loss: 1.4466, grad_norm: 4.9791 2020-07-26 16:17:51,984 - mmaction - INFO - Epoch [53][540/3757] lr: 2.000e-03, eta: 1 day, 9:44:01, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4809, loss: 1.4809, grad_norm: 4.9448 2020-07-26 16:18:06,043 - mmaction - INFO - Epoch [53][560/3757] lr: 2.000e-03, eta: 1 day, 9:43:48, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8477, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.1539 2020-07-26 16:18:19,893 - mmaction - INFO - Epoch [53][580/3757] lr: 2.000e-03, eta: 1 day, 9:43:35, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4467, loss: 1.4467, grad_norm: 4.9593 2020-07-26 16:18:34,465 - mmaction - INFO - Epoch [53][600/3757] lr: 2.000e-03, eta: 1 day, 9:43:23, time: 0.729, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.5048, loss: 1.5048, grad_norm: 5.0617 2020-07-26 16:18:48,481 - mmaction - INFO - Epoch [53][620/3757] lr: 2.000e-03, eta: 1 day, 9:43:10, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8672, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.9381 2020-07-26 16:19:01,499 - mmaction - INFO - Epoch [53][640/3757] lr: 2.000e-03, eta: 1 day, 9:42:56, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.0798 2020-07-26 16:19:15,521 - mmaction - INFO - Epoch [53][660/3757] lr: 2.000e-03, eta: 1 day, 9:42:42, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8242, loss_cls: 1.5163, loss: 1.5163, grad_norm: 5.1131 2020-07-26 16:19:28,824 - mmaction - INFO - Epoch [53][680/3757] lr: 2.000e-03, eta: 1 day, 9:42:29, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4430, loss: 1.4430, grad_norm: 4.8704 2020-07-26 16:19:43,137 - mmaction - INFO - Epoch [53][700/3757] lr: 2.000e-03, eta: 1 day, 9:42:16, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4463, loss: 1.4463, grad_norm: 4.8727 2020-07-26 16:19:56,965 - mmaction - INFO - Epoch [53][720/3757] lr: 2.000e-03, eta: 1 day, 9:42:03, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4640, loss: 1.4640, grad_norm: 5.0738 2020-07-26 16:20:10,844 - mmaction - INFO - Epoch [53][740/3757] lr: 2.000e-03, eta: 1 day, 9:41:50, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4872, loss: 1.4872, grad_norm: 5.0810 2020-07-26 16:20:24,455 - mmaction - INFO - Epoch [53][760/3757] lr: 2.000e-03, eta: 1 day, 9:41:36, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4603, loss: 1.4603, grad_norm: 5.1648 2020-07-26 16:20:38,133 - mmaction - INFO - Epoch [53][780/3757] lr: 2.000e-03, eta: 1 day, 9:41:23, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.0549 2020-07-26 16:20:51,361 - mmaction - INFO - Epoch [53][800/3757] lr: 2.000e-03, eta: 1 day, 9:41:09, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.0562 2020-07-26 16:21:04,879 - mmaction - INFO - Epoch [53][820/3757] lr: 2.000e-03, eta: 1 day, 9:40:56, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4638, loss: 1.4638, grad_norm: 4.8764 2020-07-26 16:21:18,406 - mmaction - INFO - Epoch [53][840/3757] lr: 2.000e-03, eta: 1 day, 9:40:42, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8602, loss_cls: 1.4133, loss: 1.4133, grad_norm: 4.9546 2020-07-26 16:21:31,814 - mmaction - INFO - Epoch [53][860/3757] lr: 2.000e-03, eta: 1 day, 9:40:28, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.5330, loss: 1.5330, grad_norm: 5.1969 2020-07-26 16:21:46,206 - mmaction - INFO - Epoch [53][880/3757] lr: 2.000e-03, eta: 1 day, 9:40:16, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4622, loss: 1.4622, grad_norm: 4.9364 2020-07-26 16:22:00,863 - mmaction - INFO - Epoch [53][900/3757] lr: 2.000e-03, eta: 1 day, 9:40:03, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4004, loss: 1.4004, grad_norm: 4.8768 2020-07-26 16:22:15,398 - mmaction - INFO - Epoch [53][920/3757] lr: 2.000e-03, eta: 1 day, 9:39:51, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5607, loss: 1.5607, grad_norm: 5.0917 2020-07-26 16:22:29,842 - mmaction - INFO - Epoch [53][940/3757] lr: 2.000e-03, eta: 1 day, 9:39:38, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.0214 2020-07-26 16:22:43,404 - mmaction - INFO - Epoch [53][960/3757] lr: 2.000e-03, eta: 1 day, 9:39:25, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3972, loss: 1.3972, grad_norm: 4.8444 2020-07-26 16:22:56,711 - mmaction - INFO - Epoch [53][980/3757] lr: 2.000e-03, eta: 1 day, 9:39:11, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4957, loss: 1.4957, grad_norm: 5.0179 2020-07-26 16:23:10,008 - mmaction - INFO - Epoch [53][1000/3757] lr: 2.000e-03, eta: 1 day, 9:38:57, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8195, loss_cls: 1.5536, loss: 1.5536, grad_norm: 5.1653 2020-07-26 16:23:24,244 - mmaction - INFO - Epoch [53][1020/3757] lr: 2.000e-03, eta: 1 day, 9:38:44, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4956, loss: 1.4956, grad_norm: 5.0633 2020-07-26 16:23:38,089 - mmaction - INFO - Epoch [53][1040/3757] lr: 2.000e-03, eta: 1 day, 9:38:31, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4457, loss: 1.4457, grad_norm: 4.9344 2020-07-26 16:23:51,564 - mmaction - INFO - Epoch [53][1060/3757] lr: 2.000e-03, eta: 1 day, 9:38:18, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.4825, loss: 1.4825, grad_norm: 4.9813 2020-07-26 16:24:04,980 - mmaction - INFO - Epoch [53][1080/3757] lr: 2.000e-03, eta: 1 day, 9:38:04, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.8302 2020-07-26 16:24:18,327 - mmaction - INFO - Epoch [53][1100/3757] lr: 2.000e-03, eta: 1 day, 9:37:50, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.8015 2020-07-26 16:24:31,575 - mmaction - INFO - Epoch [53][1120/3757] lr: 2.000e-03, eta: 1 day, 9:37:37, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8141, loss_cls: 1.5690, loss: 1.5690, grad_norm: 5.1528 2020-07-26 16:24:45,444 - mmaction - INFO - Epoch [53][1140/3757] lr: 2.000e-03, eta: 1 day, 9:37:23, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4749, loss: 1.4749, grad_norm: 4.9519 2020-07-26 16:25:00,191 - mmaction - INFO - Epoch [53][1160/3757] lr: 2.000e-03, eta: 1 day, 9:37:11, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.1578 2020-07-26 16:25:15,132 - mmaction - INFO - Epoch [53][1180/3757] lr: 2.000e-03, eta: 1 day, 9:36:59, time: 0.747, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5416, loss: 1.5416, grad_norm: 4.9834 2020-07-26 16:25:27,887 - mmaction - INFO - Epoch [53][1200/3757] lr: 2.000e-03, eta: 1 day, 9:36:45, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.0336 2020-07-26 16:25:41,870 - mmaction - INFO - Epoch [53][1220/3757] lr: 2.000e-03, eta: 1 day, 9:36:32, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4334, loss: 1.4334, grad_norm: 4.8879 2020-07-26 16:25:55,026 - mmaction - INFO - Epoch [53][1240/3757] lr: 2.000e-03, eta: 1 day, 9:36:18, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4402, loss: 1.4402, grad_norm: 4.8982 2020-07-26 16:26:08,587 - mmaction - INFO - Epoch [53][1260/3757] lr: 2.000e-03, eta: 1 day, 9:36:04, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.0187 2020-07-26 16:26:22,857 - mmaction - INFO - Epoch [53][1280/3757] lr: 2.000e-03, eta: 1 day, 9:35:52, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5445, loss: 1.5445, grad_norm: 5.0587 2020-07-26 16:26:37,162 - mmaction - INFO - Epoch [53][1300/3757] lr: 2.000e-03, eta: 1 day, 9:35:39, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4264, loss: 1.4264, grad_norm: 4.9629 2020-07-26 16:26:50,184 - mmaction - INFO - Epoch [53][1320/3757] lr: 2.000e-03, eta: 1 day, 9:35:25, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8539, loss_cls: 1.4975, loss: 1.4975, grad_norm: 5.0665 2020-07-26 16:27:04,187 - mmaction - INFO - Epoch [53][1340/3757] lr: 2.000e-03, eta: 1 day, 9:35:12, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.0917 2020-07-26 16:27:18,556 - mmaction - INFO - Epoch [53][1360/3757] lr: 2.000e-03, eta: 1 day, 9:34:59, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4184, loss: 1.4184, grad_norm: 5.0164 2020-07-26 16:27:31,612 - mmaction - INFO - Epoch [53][1380/3757] lr: 2.000e-03, eta: 1 day, 9:34:45, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4286, loss: 1.4286, grad_norm: 4.8655 2020-07-26 16:27:44,951 - mmaction - INFO - Epoch [53][1400/3757] lr: 2.000e-03, eta: 1 day, 9:34:31, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8281, loss_cls: 1.4831, loss: 1.4831, grad_norm: 4.8750 2020-07-26 16:27:58,765 - mmaction - INFO - Epoch [53][1420/3757] lr: 2.000e-03, eta: 1 day, 9:34:18, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.0191 2020-07-26 16:28:12,409 - mmaction - INFO - Epoch [53][1440/3757] lr: 2.000e-03, eta: 1 day, 9:34:05, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5134, loss: 1.5134, grad_norm: 4.9080 2020-07-26 16:28:25,708 - mmaction - INFO - Epoch [53][1460/3757] lr: 2.000e-03, eta: 1 day, 9:33:51, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4910, loss: 1.4910, grad_norm: 4.9563 2020-07-26 16:28:39,253 - mmaction - INFO - Epoch [53][1480/3757] lr: 2.000e-03, eta: 1 day, 9:33:38, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.0449 2020-07-26 16:28:53,004 - mmaction - INFO - Epoch [53][1500/3757] lr: 2.000e-03, eta: 1 day, 9:33:24, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5143, loss: 1.5143, grad_norm: 5.1403 2020-07-26 16:29:06,538 - mmaction - INFO - Epoch [53][1520/3757] lr: 2.000e-03, eta: 1 day, 9:33:11, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8406, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.0493 2020-07-26 16:29:20,853 - mmaction - INFO - Epoch [53][1540/3757] lr: 2.000e-03, eta: 1 day, 9:32:58, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.8399 2020-07-26 16:29:34,258 - mmaction - INFO - Epoch [53][1560/3757] lr: 2.000e-03, eta: 1 day, 9:32:44, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4224, loss: 1.4224, grad_norm: 4.9771 2020-07-26 16:29:48,122 - mmaction - INFO - Epoch [53][1580/3757] lr: 2.000e-03, eta: 1 day, 9:32:31, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4789, loss: 1.4789, grad_norm: 5.0148 2020-07-26 16:30:01,896 - mmaction - INFO - Epoch [53][1600/3757] lr: 2.000e-03, eta: 1 day, 9:32:18, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4343, loss: 1.4343, grad_norm: 5.0075 2020-07-26 16:30:16,000 - mmaction - INFO - Epoch [53][1620/3757] lr: 2.000e-03, eta: 1 day, 9:32:05, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.4934, loss: 1.4934, grad_norm: 5.1461 2020-07-26 16:30:30,161 - mmaction - INFO - Epoch [53][1640/3757] lr: 2.000e-03, eta: 1 day, 9:31:52, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5197, loss: 1.5197, grad_norm: 5.1065 2020-07-26 16:30:43,881 - mmaction - INFO - Epoch [53][1660/3757] lr: 2.000e-03, eta: 1 day, 9:31:39, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5118, loss: 1.5118, grad_norm: 4.9955 2020-07-26 16:30:57,757 - mmaction - INFO - Epoch [53][1680/3757] lr: 2.000e-03, eta: 1 day, 9:31:26, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8758, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.9018 2020-07-26 16:31:11,548 - mmaction - INFO - Epoch [53][1700/3757] lr: 2.000e-03, eta: 1 day, 9:31:12, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.9822 2020-07-26 16:31:24,618 - mmaction - INFO - Epoch [53][1720/3757] lr: 2.000e-03, eta: 1 day, 9:30:58, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.5058, loss: 1.5058, grad_norm: 5.0235 2020-07-26 16:31:38,098 - mmaction - INFO - Epoch [53][1740/3757] lr: 2.000e-03, eta: 1 day, 9:30:45, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.1976 2020-07-26 16:31:51,841 - mmaction - INFO - Epoch [53][1760/3757] lr: 2.000e-03, eta: 1 day, 9:30:32, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4846, loss: 1.4846, grad_norm: 4.9248 2020-07-26 16:32:05,525 - mmaction - INFO - Epoch [53][1780/3757] lr: 2.000e-03, eta: 1 day, 9:30:18, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.4898, loss: 1.4898, grad_norm: 5.0766 2020-07-26 16:32:19,807 - mmaction - INFO - Epoch [53][1800/3757] lr: 2.000e-03, eta: 1 day, 9:30:05, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4799, loss: 1.4799, grad_norm: 4.9742 2020-07-26 16:32:34,263 - mmaction - INFO - Epoch [53][1820/3757] lr: 2.000e-03, eta: 1 day, 9:29:53, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4482, loss: 1.4482, grad_norm: 4.9230 2020-07-26 16:32:47,908 - mmaction - INFO - Epoch [53][1840/3757] lr: 2.000e-03, eta: 1 day, 9:29:39, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4542, loss: 1.4542, grad_norm: 4.9381 2020-07-26 16:33:01,398 - mmaction - INFO - Epoch [53][1860/3757] lr: 2.000e-03, eta: 1 day, 9:29:26, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5213, loss: 1.5213, grad_norm: 4.9165 2020-07-26 16:33:14,561 - mmaction - INFO - Epoch [53][1880/3757] lr: 2.000e-03, eta: 1 day, 9:29:12, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.5024, loss: 1.5024, grad_norm: 5.2403 2020-07-26 16:33:28,592 - mmaction - INFO - Epoch [53][1900/3757] lr: 2.000e-03, eta: 1 day, 9:28:59, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.1026 2020-07-26 16:33:43,150 - mmaction - INFO - Epoch [53][1920/3757] lr: 2.000e-03, eta: 1 day, 9:28:46, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.1031 2020-07-26 16:33:56,103 - mmaction - INFO - Epoch [53][1940/3757] lr: 2.000e-03, eta: 1 day, 9:28:32, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4420, loss: 1.4420, grad_norm: 4.9661 2020-07-26 16:34:09,886 - mmaction - INFO - Epoch [53][1960/3757] lr: 2.000e-03, eta: 1 day, 9:28:19, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.4940, loss: 1.4940, grad_norm: 5.0738 2020-07-26 16:34:22,964 - mmaction - INFO - Epoch [53][1980/3757] lr: 2.000e-03, eta: 1 day, 9:28:05, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.0772 2020-07-26 16:34:36,362 - mmaction - INFO - Epoch [53][2000/3757] lr: 2.000e-03, eta: 1 day, 9:27:52, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4306, loss: 1.4306, grad_norm: 4.8375 2020-07-26 16:34:49,965 - mmaction - INFO - Epoch [53][2020/3757] lr: 2.000e-03, eta: 1 day, 9:27:38, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4834, loss: 1.4834, grad_norm: 5.1277 2020-07-26 16:35:03,059 - mmaction - INFO - Epoch [53][2040/3757] lr: 2.000e-03, eta: 1 day, 9:27:24, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5057, loss: 1.5057, grad_norm: 5.1132 2020-07-26 16:35:16,351 - mmaction - INFO - Epoch [53][2060/3757] lr: 2.000e-03, eta: 1 day, 9:27:11, time: 0.665, data_time: 0.002, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.0016 2020-07-26 16:35:30,518 - mmaction - INFO - Epoch [53][2080/3757] lr: 2.000e-03, eta: 1 day, 9:26:58, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.0692 2020-07-26 16:35:44,114 - mmaction - INFO - Epoch [53][2100/3757] lr: 2.000e-03, eta: 1 day, 9:26:44, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.0441 2020-07-26 16:35:58,002 - mmaction - INFO - Epoch [53][2120/3757] lr: 2.000e-03, eta: 1 day, 9:26:31, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4876, loss: 1.4876, grad_norm: 5.0424 2020-07-26 16:36:11,899 - mmaction - INFO - Epoch [53][2140/3757] lr: 2.000e-03, eta: 1 day, 9:26:18, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.8010 2020-07-26 16:36:26,052 - mmaction - INFO - Epoch [53][2160/3757] lr: 2.000e-03, eta: 1 day, 9:26:05, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.1810 2020-07-26 16:36:39,125 - mmaction - INFO - Epoch [53][2180/3757] lr: 2.000e-03, eta: 1 day, 9:25:51, time: 0.653, data_time: 0.003, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.4805, loss: 1.4805, grad_norm: 4.8725 2020-07-26 16:36:53,368 - mmaction - INFO - Epoch [53][2200/3757] lr: 2.000e-03, eta: 1 day, 9:25:38, time: 0.712, data_time: 0.003, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.4944, loss: 1.4944, grad_norm: 5.0564 2020-07-26 16:37:08,054 - mmaction - INFO - Epoch [53][2220/3757] lr: 2.000e-03, eta: 1 day, 9:25:26, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.0427 2020-07-26 16:37:20,927 - mmaction - INFO - Epoch [53][2240/3757] lr: 2.000e-03, eta: 1 day, 9:25:12, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5336, loss: 1.5336, grad_norm: 5.0046 2020-07-26 16:37:34,684 - mmaction - INFO - Epoch [53][2260/3757] lr: 2.000e-03, eta: 1 day, 9:24:58, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5188, loss: 1.5188, grad_norm: 5.0132 2020-07-26 16:37:48,101 - mmaction - INFO - Epoch [53][2280/3757] lr: 2.000e-03, eta: 1 day, 9:24:45, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4920, loss: 1.4920, grad_norm: 5.0247 2020-07-26 16:38:01,972 - mmaction - INFO - Epoch [53][2300/3757] lr: 2.000e-03, eta: 1 day, 9:24:32, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.1042 2020-07-26 16:38:15,137 - mmaction - INFO - Epoch [53][2320/3757] lr: 2.000e-03, eta: 1 day, 9:24:18, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4590, loss: 1.4590, grad_norm: 4.9855 2020-07-26 16:38:29,258 - mmaction - INFO - Epoch [53][2340/3757] lr: 2.000e-03, eta: 1 day, 9:24:05, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5844, loss: 1.5844, grad_norm: 5.1419 2020-07-26 16:38:42,527 - mmaction - INFO - Epoch [53][2360/3757] lr: 2.000e-03, eta: 1 day, 9:23:51, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4750, loss: 1.4750, grad_norm: 5.0194 2020-07-26 16:38:56,585 - mmaction - INFO - Epoch [53][2380/3757] lr: 2.000e-03, eta: 1 day, 9:23:38, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4834, loss: 1.4834, grad_norm: 5.0450 2020-07-26 16:39:10,437 - mmaction - INFO - Epoch [53][2400/3757] lr: 2.000e-03, eta: 1 day, 9:23:25, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4908, loss: 1.4908, grad_norm: 4.8581 2020-07-26 16:39:24,185 - mmaction - INFO - Epoch [53][2420/3757] lr: 2.000e-03, eta: 1 day, 9:23:12, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4775, loss: 1.4775, grad_norm: 4.9391 2020-07-26 16:39:38,813 - mmaction - INFO - Epoch [53][2440/3757] lr: 2.000e-03, eta: 1 day, 9:22:59, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5502, loss: 1.5502, grad_norm: 4.9743 2020-07-26 16:39:52,419 - mmaction - INFO - Epoch [53][2460/3757] lr: 2.000e-03, eta: 1 day, 9:22:46, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8680, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.9454 2020-07-26 16:40:05,667 - mmaction - INFO - Epoch [53][2480/3757] lr: 2.000e-03, eta: 1 day, 9:22:32, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5284, loss: 1.5284, grad_norm: 5.1191 2020-07-26 16:40:20,014 - mmaction - INFO - Epoch [53][2500/3757] lr: 2.000e-03, eta: 1 day, 9:22:19, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4399, loss: 1.4399, grad_norm: 4.9883 2020-07-26 16:40:33,393 - mmaction - INFO - Epoch [53][2520/3757] lr: 2.000e-03, eta: 1 day, 9:22:05, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8445, loss_cls: 1.4753, loss: 1.4753, grad_norm: 5.0186 2020-07-26 16:40:46,516 - mmaction - INFO - Epoch [53][2540/3757] lr: 2.000e-03, eta: 1 day, 9:21:52, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3904, loss: 1.3904, grad_norm: 4.8604 2020-07-26 16:41:00,819 - mmaction - INFO - Epoch [53][2560/3757] lr: 2.000e-03, eta: 1 day, 9:21:39, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.1174 2020-07-26 16:41:15,015 - mmaction - INFO - Epoch [53][2580/3757] lr: 2.000e-03, eta: 1 day, 9:21:26, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4953, loss: 1.4953, grad_norm: 4.9640 2020-07-26 16:41:28,809 - mmaction - INFO - Epoch [53][2600/3757] lr: 2.000e-03, eta: 1 day, 9:21:13, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4352, loss: 1.4352, grad_norm: 4.9460 2020-07-26 16:41:43,608 - mmaction - INFO - Epoch [53][2620/3757] lr: 2.000e-03, eta: 1 day, 9:21:00, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.9600 2020-07-26 16:41:56,621 - mmaction - INFO - Epoch [53][2640/3757] lr: 2.000e-03, eta: 1 day, 9:20:46, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.0972 2020-07-26 16:42:11,062 - mmaction - INFO - Epoch [53][2660/3757] lr: 2.000e-03, eta: 1 day, 9:20:34, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8234, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.0537 2020-07-26 16:42:25,161 - mmaction - INFO - Epoch [53][2680/3757] lr: 2.000e-03, eta: 1 day, 9:20:21, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4469, loss: 1.4469, grad_norm: 4.9523 2020-07-26 16:42:38,528 - mmaction - INFO - Epoch [53][2700/3757] lr: 2.000e-03, eta: 1 day, 9:20:07, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5223, loss: 1.5223, grad_norm: 5.0808 2020-07-26 16:42:52,528 - mmaction - INFO - Epoch [53][2720/3757] lr: 2.000e-03, eta: 1 day, 9:19:54, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5724, loss: 1.5724, grad_norm: 5.1682 2020-07-26 16:43:05,514 - mmaction - INFO - Epoch [53][2740/3757] lr: 2.000e-03, eta: 1 day, 9:19:40, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4509, loss: 1.4509, grad_norm: 4.9546 2020-07-26 16:43:19,083 - mmaction - INFO - Epoch [53][2760/3757] lr: 2.000e-03, eta: 1 day, 9:19:26, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.0366 2020-07-26 16:43:32,549 - mmaction - INFO - Epoch [53][2780/3757] lr: 2.000e-03, eta: 1 day, 9:19:13, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4602, loss: 1.4602, grad_norm: 5.0306 2020-07-26 16:43:45,767 - mmaction - INFO - Epoch [53][2800/3757] lr: 2.000e-03, eta: 1 day, 9:18:59, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.0862 2020-07-26 16:43:59,972 - mmaction - INFO - Epoch [53][2820/3757] lr: 2.000e-03, eta: 1 day, 9:18:46, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4477, loss: 1.4477, grad_norm: 5.0974 2020-07-26 16:44:14,417 - mmaction - INFO - Epoch [53][2840/3757] lr: 2.000e-03, eta: 1 day, 9:18:34, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.5083, loss: 1.5083, grad_norm: 5.1064 2020-07-26 16:44:27,570 - mmaction - INFO - Epoch [53][2860/3757] lr: 2.000e-03, eta: 1 day, 9:18:20, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.5116, loss: 1.5116, grad_norm: 4.9772 2020-07-26 16:44:41,423 - mmaction - INFO - Epoch [53][2880/3757] lr: 2.000e-03, eta: 1 day, 9:18:07, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.4822, loss: 1.4822, grad_norm: 5.0288 2020-07-26 16:44:54,315 - mmaction - INFO - Epoch [53][2900/3757] lr: 2.000e-03, eta: 1 day, 9:17:53, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4602, loss: 1.4602, grad_norm: 5.0178 2020-07-26 16:45:08,005 - mmaction - INFO - Epoch [53][2920/3757] lr: 2.000e-03, eta: 1 day, 9:17:39, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4633, loss: 1.4633, grad_norm: 4.9644 2020-07-26 16:45:21,293 - mmaction - INFO - Epoch [53][2940/3757] lr: 2.000e-03, eta: 1 day, 9:17:25, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4532, loss: 1.4532, grad_norm: 4.9640 2020-07-26 16:45:35,081 - mmaction - INFO - Epoch [53][2960/3757] lr: 2.000e-03, eta: 1 day, 9:17:12, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4669, loss: 1.4669, grad_norm: 5.0009 2020-07-26 16:45:49,339 - mmaction - INFO - Epoch [53][2980/3757] lr: 2.000e-03, eta: 1 day, 9:16:59, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.0985 2020-07-26 16:46:02,842 - mmaction - INFO - Epoch [53][3000/3757] lr: 2.000e-03, eta: 1 day, 9:16:46, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4286, loss: 1.4286, grad_norm: 5.0532 2020-07-26 16:46:16,469 - mmaction - INFO - Epoch [53][3020/3757] lr: 2.000e-03, eta: 1 day, 9:16:32, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.4957, loss: 1.4957, grad_norm: 4.9755 2020-07-26 16:46:30,074 - mmaction - INFO - Epoch [53][3040/3757] lr: 2.000e-03, eta: 1 day, 9:16:19, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.1517 2020-07-26 16:46:44,555 - mmaction - INFO - Epoch [53][3060/3757] lr: 2.000e-03, eta: 1 day, 9:16:06, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.5143, loss: 1.5143, grad_norm: 5.0680 2020-07-26 16:46:57,578 - mmaction - INFO - Epoch [53][3080/3757] lr: 2.000e-03, eta: 1 day, 9:15:52, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5944, loss: 1.5944, grad_norm: 5.1000 2020-07-26 16:47:11,175 - mmaction - INFO - Epoch [53][3100/3757] lr: 2.000e-03, eta: 1 day, 9:15:39, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.1828 2020-07-26 16:47:24,946 - mmaction - INFO - Epoch [53][3120/3757] lr: 2.000e-03, eta: 1 day, 9:15:26, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4658, loss: 1.4658, grad_norm: 4.9800 2020-07-26 16:47:38,987 - mmaction - INFO - Epoch [53][3140/3757] lr: 2.000e-03, eta: 1 day, 9:15:13, time: 0.705, data_time: 0.009, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.4870, loss: 1.4870, grad_norm: 5.1409 2020-07-26 16:47:52,169 - mmaction - INFO - Epoch [53][3160/3757] lr: 2.000e-03, eta: 1 day, 9:14:59, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4797, loss: 1.4797, grad_norm: 5.0192 2020-07-26 16:48:06,959 - mmaction - INFO - Epoch [53][3180/3757] lr: 2.000e-03, eta: 1 day, 9:14:46, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.4985, loss: 1.4985, grad_norm: 5.0848 2020-07-26 16:48:20,232 - mmaction - INFO - Epoch [53][3200/3757] lr: 2.000e-03, eta: 1 day, 9:14:33, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5584, loss: 1.5584, grad_norm: 5.1639 2020-07-26 16:48:34,077 - mmaction - INFO - Epoch [53][3220/3757] lr: 2.000e-03, eta: 1 day, 9:14:20, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5210, loss: 1.5210, grad_norm: 5.1139 2020-07-26 16:48:47,319 - mmaction - INFO - Epoch [53][3240/3757] lr: 2.000e-03, eta: 1 day, 9:14:06, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4728, loss: 1.4728, grad_norm: 4.9649 2020-07-26 16:49:00,538 - mmaction - INFO - Epoch [53][3260/3757] lr: 2.000e-03, eta: 1 day, 9:13:52, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4789, loss: 1.4789, grad_norm: 5.0584 2020-07-26 16:49:13,794 - mmaction - INFO - Epoch [53][3280/3757] lr: 2.000e-03, eta: 1 day, 9:13:38, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.0228 2020-07-26 16:49:28,187 - mmaction - INFO - Epoch [53][3300/3757] lr: 2.000e-03, eta: 1 day, 9:13:26, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.0815 2020-07-26 16:49:43,189 - mmaction - INFO - Epoch [53][3320/3757] lr: 2.000e-03, eta: 1 day, 9:13:13, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.0193 2020-07-26 16:49:56,438 - mmaction - INFO - Epoch [53][3340/3757] lr: 2.000e-03, eta: 1 day, 9:13:00, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.2397 2020-07-26 16:50:10,633 - mmaction - INFO - Epoch [53][3360/3757] lr: 2.000e-03, eta: 1 day, 9:12:47, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5534, loss: 1.5534, grad_norm: 5.0949 2020-07-26 16:50:23,762 - mmaction - INFO - Epoch [53][3380/3757] lr: 2.000e-03, eta: 1 day, 9:12:33, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8125, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.1082 2020-07-26 16:50:38,140 - mmaction - INFO - Epoch [53][3400/3757] lr: 2.000e-03, eta: 1 day, 9:12:20, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.1642 2020-07-26 16:50:51,049 - mmaction - INFO - Epoch [53][3420/3757] lr: 2.000e-03, eta: 1 day, 9:12:06, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.2473 2020-07-26 16:51:04,247 - mmaction - INFO - Epoch [53][3440/3757] lr: 2.000e-03, eta: 1 day, 9:11:52, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5348, loss: 1.5348, grad_norm: 4.9443 2020-07-26 16:51:18,327 - mmaction - INFO - Epoch [53][3460/3757] lr: 2.000e-03, eta: 1 day, 9:11:39, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.0132 2020-07-26 16:51:32,780 - mmaction - INFO - Epoch [53][3480/3757] lr: 2.000e-03, eta: 1 day, 9:11:27, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.5008, loss: 1.5008, grad_norm: 5.1313 2020-07-26 16:51:46,299 - mmaction - INFO - Epoch [53][3500/3757] lr: 2.000e-03, eta: 1 day, 9:11:13, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.1581 2020-07-26 16:52:00,268 - mmaction - INFO - Epoch [53][3520/3757] lr: 2.000e-03, eta: 1 day, 9:11:00, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5154, loss: 1.5154, grad_norm: 4.9896 2020-07-26 16:52:14,076 - mmaction - INFO - Epoch [53][3540/3757] lr: 2.000e-03, eta: 1 day, 9:10:47, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5270, loss: 1.5270, grad_norm: 5.1146 2020-07-26 16:52:27,929 - mmaction - INFO - Epoch [53][3560/3757] lr: 2.000e-03, eta: 1 day, 9:10:33, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.5123, loss: 1.5123, grad_norm: 5.0367 2020-07-26 16:52:41,490 - mmaction - INFO - Epoch [53][3580/3757] lr: 2.000e-03, eta: 1 day, 9:10:20, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5296, loss: 1.5296, grad_norm: 5.0690 2020-07-26 16:52:55,482 - mmaction - INFO - Epoch [53][3600/3757] lr: 2.000e-03, eta: 1 day, 9:10:07, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5249, loss: 1.5249, grad_norm: 5.2315 2020-07-26 16:53:08,656 - mmaction - INFO - Epoch [53][3620/3757] lr: 2.000e-03, eta: 1 day, 9:09:53, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4031, loss: 1.4031, grad_norm: 4.9825 2020-07-26 16:53:22,246 - mmaction - INFO - Epoch [53][3640/3757] lr: 2.000e-03, eta: 1 day, 9:09:40, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5297, loss: 1.5297, grad_norm: 5.0352 2020-07-26 16:53:36,062 - mmaction - INFO - Epoch [53][3660/3757] lr: 2.000e-03, eta: 1 day, 9:09:26, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8500, loss_cls: 1.4699, loss: 1.4699, grad_norm: 4.9703 2020-07-26 16:53:49,366 - mmaction - INFO - Epoch [53][3680/3757] lr: 2.000e-03, eta: 1 day, 9:09:13, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.3215 2020-07-26 16:54:03,156 - mmaction - INFO - Epoch [53][3700/3757] lr: 2.000e-03, eta: 1 day, 9:08:59, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5019, loss: 1.5019, grad_norm: 5.1332 2020-07-26 16:54:16,772 - mmaction - INFO - Epoch [53][3720/3757] lr: 2.000e-03, eta: 1 day, 9:08:46, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.0718 2020-07-26 16:54:30,684 - mmaction - INFO - Epoch [53][3740/3757] lr: 2.000e-03, eta: 1 day, 9:08:33, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.1391 2020-07-26 16:54:43,295 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-07-26 16:55:05,227 - mmaction - INFO - Epoch [54][20/3757] lr: 2.000e-03, eta: 1 day, 9:08:04, time: 1.017, data_time: 0.369, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.4799, loss: 1.4799, grad_norm: 4.9190 2020-07-26 16:55:18,234 - mmaction - INFO - Epoch [54][40/3757] lr: 2.000e-03, eta: 1 day, 9:07:50, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5491, loss: 1.5491, grad_norm: 5.1360 2020-07-26 16:55:32,069 - mmaction - INFO - Epoch [54][60/3757] lr: 2.000e-03, eta: 1 day, 9:07:37, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.4914, loss: 1.4914, grad_norm: 5.0816 2020-07-26 16:55:45,092 - mmaction - INFO - Epoch [54][80/3757] lr: 2.000e-03, eta: 1 day, 9:07:23, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.1457 2020-07-26 16:55:58,961 - mmaction - INFO - Epoch [54][100/3757] lr: 2.000e-03, eta: 1 day, 9:07:09, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.4157, loss: 1.4157, grad_norm: 4.9468 2020-07-26 16:56:12,227 - mmaction - INFO - Epoch [54][120/3757] lr: 2.000e-03, eta: 1 day, 9:06:56, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4583, loss: 1.4583, grad_norm: 5.0357 2020-07-26 16:56:26,877 - mmaction - INFO - Epoch [54][140/3757] lr: 2.000e-03, eta: 1 day, 9:06:43, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4382, loss: 1.4382, grad_norm: 5.0536 2020-07-26 16:56:41,400 - mmaction - INFO - Epoch [54][160/3757] lr: 2.000e-03, eta: 1 day, 9:06:31, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.1243 2020-07-26 16:56:54,315 - mmaction - INFO - Epoch [54][180/3757] lr: 2.000e-03, eta: 1 day, 9:06:17, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.0105 2020-07-26 16:57:08,284 - mmaction - INFO - Epoch [54][200/3757] lr: 2.000e-03, eta: 1 day, 9:06:03, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4571, loss: 1.4571, grad_norm: 5.0424 2020-07-26 16:57:22,549 - mmaction - INFO - Epoch [54][220/3757] lr: 2.000e-03, eta: 1 day, 9:05:51, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5222, loss: 1.5222, grad_norm: 5.2305 2020-07-26 16:57:36,670 - mmaction - INFO - Epoch [54][240/3757] lr: 2.000e-03, eta: 1 day, 9:05:38, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.8922 2020-07-26 16:57:50,850 - mmaction - INFO - Epoch [54][260/3757] lr: 2.000e-03, eta: 1 day, 9:05:25, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8453, loss_cls: 1.4284, loss: 1.4284, grad_norm: 5.0417 2020-07-26 16:58:04,641 - mmaction - INFO - Epoch [54][280/3757] lr: 2.000e-03, eta: 1 day, 9:05:11, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.4114, loss: 1.4114, grad_norm: 4.9464 2020-07-26 16:58:19,232 - mmaction - INFO - Epoch [54][300/3757] lr: 2.000e-03, eta: 1 day, 9:04:59, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6094, top5_acc: 0.8320, loss_cls: 1.5584, loss: 1.5584, grad_norm: 5.2056 2020-07-26 16:58:32,093 - mmaction - INFO - Epoch [54][320/3757] lr: 2.000e-03, eta: 1 day, 9:04:45, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4846, loss: 1.4846, grad_norm: 5.1612 2020-07-26 16:58:46,184 - mmaction - INFO - Epoch [54][340/3757] lr: 2.000e-03, eta: 1 day, 9:04:32, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5215, loss: 1.5215, grad_norm: 5.1495 2020-07-26 16:58:59,831 - mmaction - INFO - Epoch [54][360/3757] lr: 2.000e-03, eta: 1 day, 9:04:18, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8258, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.0482 2020-07-26 16:59:12,815 - mmaction - INFO - Epoch [54][380/3757] lr: 2.000e-03, eta: 1 day, 9:04:04, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4426, loss: 1.4426, grad_norm: 4.9552 2020-07-26 16:59:26,204 - mmaction - INFO - Epoch [54][400/3757] lr: 2.000e-03, eta: 1 day, 9:03:51, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4788, loss: 1.4788, grad_norm: 5.0858 2020-07-26 16:59:40,008 - mmaction - INFO - Epoch [54][420/3757] lr: 2.000e-03, eta: 1 day, 9:03:37, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5281, loss: 1.5281, grad_norm: 5.1187 2020-07-26 16:59:53,846 - mmaction - INFO - Epoch [54][440/3757] lr: 2.000e-03, eta: 1 day, 9:03:24, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4649, loss: 1.4649, grad_norm: 5.0417 2020-07-26 17:00:13,171 - mmaction - INFO - Epoch [54][460/3757] lr: 2.000e-03, eta: 1 day, 9:03:16, time: 0.964, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4777, loss: 1.4777, grad_norm: 5.1399 2020-07-26 17:00:25,582 - mmaction - INFO - Epoch [54][480/3757] lr: 2.000e-03, eta: 1 day, 9:03:01, time: 0.623, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.5182, loss: 1.5182, grad_norm: 5.0793 2020-07-26 17:00:39,007 - mmaction - INFO - Epoch [54][500/3757] lr: 2.000e-03, eta: 1 day, 9:02:48, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4569, loss: 1.4569, grad_norm: 4.9856 2020-07-26 17:00:52,838 - mmaction - INFO - Epoch [54][520/3757] lr: 2.000e-03, eta: 1 day, 9:02:35, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8680, loss_cls: 1.3812, loss: 1.3812, grad_norm: 4.9805 2020-07-26 17:01:06,687 - mmaction - INFO - Epoch [54][540/3757] lr: 2.000e-03, eta: 1 day, 9:02:21, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.1005 2020-07-26 17:01:20,076 - mmaction - INFO - Epoch [54][560/3757] lr: 2.000e-03, eta: 1 day, 9:02:08, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4407, loss: 1.4407, grad_norm: 4.9998 2020-07-26 17:01:33,601 - mmaction - INFO - Epoch [54][580/3757] lr: 2.000e-03, eta: 1 day, 9:01:54, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4429, loss: 1.4429, grad_norm: 4.9340 2020-07-26 17:01:47,721 - mmaction - INFO - Epoch [54][600/3757] lr: 2.000e-03, eta: 1 day, 9:01:41, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.0907 2020-07-26 17:02:01,390 - mmaction - INFO - Epoch [54][620/3757] lr: 2.000e-03, eta: 1 day, 9:01:28, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.2727 2020-07-26 17:02:15,814 - mmaction - INFO - Epoch [54][640/3757] lr: 2.000e-03, eta: 1 day, 9:01:15, time: 0.722, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5123, loss: 1.5123, grad_norm: 5.1319 2020-07-26 17:02:29,180 - mmaction - INFO - Epoch [54][660/3757] lr: 2.000e-03, eta: 1 day, 9:01:02, time: 0.666, data_time: 0.011, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.0763 2020-07-26 17:02:43,739 - mmaction - INFO - Epoch [54][680/3757] lr: 2.000e-03, eta: 1 day, 9:00:49, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.4990, loss: 1.4990, grad_norm: 5.2292 2020-07-26 17:02:57,701 - mmaction - INFO - Epoch [54][700/3757] lr: 2.000e-03, eta: 1 day, 9:00:36, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4723, loss: 1.4723, grad_norm: 4.8698 2020-07-26 17:03:11,217 - mmaction - INFO - Epoch [54][720/3757] lr: 2.000e-03, eta: 1 day, 9:00:22, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.1134 2020-07-26 17:03:25,701 - mmaction - INFO - Epoch [54][740/3757] lr: 2.000e-03, eta: 1 day, 9:00:10, time: 0.725, data_time: 0.003, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8539, loss_cls: 1.4563, loss: 1.4563, grad_norm: 5.0384 2020-07-26 17:03:38,883 - mmaction - INFO - Epoch [54][760/3757] lr: 2.000e-03, eta: 1 day, 8:59:56, time: 0.658, data_time: 0.002, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.0687 2020-07-26 17:03:53,025 - mmaction - INFO - Epoch [54][780/3757] lr: 2.000e-03, eta: 1 day, 8:59:43, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5024, loss: 1.5024, grad_norm: 5.2090 2020-07-26 17:04:07,324 - mmaction - INFO - Epoch [54][800/3757] lr: 2.000e-03, eta: 1 day, 8:59:30, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.9784 2020-07-26 17:04:20,974 - mmaction - INFO - Epoch [54][820/3757] lr: 2.000e-03, eta: 1 day, 8:59:17, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.3979, loss: 1.3979, grad_norm: 5.0619 2020-07-26 17:04:34,458 - mmaction - INFO - Epoch [54][840/3757] lr: 2.000e-03, eta: 1 day, 8:59:03, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3810, loss: 1.3810, grad_norm: 5.1071 2020-07-26 17:04:48,781 - mmaction - INFO - Epoch [54][860/3757] lr: 2.000e-03, eta: 1 day, 8:58:50, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.4666, loss: 1.4666, grad_norm: 5.0345 2020-07-26 17:05:03,613 - mmaction - INFO - Epoch [54][880/3757] lr: 2.000e-03, eta: 1 day, 8:58:38, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4159, loss: 1.4159, grad_norm: 5.0332 2020-07-26 17:05:16,457 - mmaction - INFO - Epoch [54][900/3757] lr: 2.000e-03, eta: 1 day, 8:58:24, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.1076 2020-07-26 17:05:30,552 - mmaction - INFO - Epoch [54][920/3757] lr: 2.000e-03, eta: 1 day, 8:58:11, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4808, loss: 1.4808, grad_norm: 5.1479 2020-07-26 17:05:44,083 - mmaction - INFO - Epoch [54][940/3757] lr: 2.000e-03, eta: 1 day, 8:57:57, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5467, loss: 1.5467, grad_norm: 5.1582 2020-07-26 17:05:57,309 - mmaction - INFO - Epoch [54][960/3757] lr: 2.000e-03, eta: 1 day, 8:57:44, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.5675, loss: 1.5675, grad_norm: 5.2475 2020-07-26 17:06:11,531 - mmaction - INFO - Epoch [54][980/3757] lr: 2.000e-03, eta: 1 day, 8:57:31, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4918, loss: 1.4918, grad_norm: 5.0218 2020-07-26 17:06:26,117 - mmaction - INFO - Epoch [54][1000/3757] lr: 2.000e-03, eta: 1 day, 8:57:18, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4765, loss: 1.4765, grad_norm: 4.9241 2020-07-26 17:06:39,395 - mmaction - INFO - Epoch [54][1020/3757] lr: 2.000e-03, eta: 1 day, 8:57:04, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4125, loss: 1.4125, grad_norm: 5.0395 2020-07-26 17:06:52,823 - mmaction - INFO - Epoch [54][1040/3757] lr: 2.000e-03, eta: 1 day, 8:56:51, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4545, loss: 1.4545, grad_norm: 5.1239 2020-07-26 17:07:06,057 - mmaction - INFO - Epoch [54][1060/3757] lr: 2.000e-03, eta: 1 day, 8:56:37, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.0873 2020-07-26 17:07:19,978 - mmaction - INFO - Epoch [54][1080/3757] lr: 2.000e-03, eta: 1 day, 8:56:24, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5349, loss: 1.5349, grad_norm: 5.2086 2020-07-26 17:07:33,290 - mmaction - INFO - Epoch [54][1100/3757] lr: 2.000e-03, eta: 1 day, 8:56:10, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4415, loss: 1.4415, grad_norm: 5.0522 2020-07-26 17:07:47,675 - mmaction - INFO - Epoch [54][1120/3757] lr: 2.000e-03, eta: 1 day, 8:55:58, time: 0.720, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4415, loss: 1.4415, grad_norm: 4.9812 2020-07-26 17:08:02,345 - mmaction - INFO - Epoch [54][1140/3757] lr: 2.000e-03, eta: 1 day, 8:55:45, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8586, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.1629 2020-07-26 17:08:16,462 - mmaction - INFO - Epoch [54][1160/3757] lr: 2.000e-03, eta: 1 day, 8:55:32, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4689, loss: 1.4689, grad_norm: 4.9791 2020-07-26 17:08:29,428 - mmaction - INFO - Epoch [54][1180/3757] lr: 2.000e-03, eta: 1 day, 8:55:18, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3764, loss: 1.3764, grad_norm: 5.0231 2020-07-26 17:08:43,235 - mmaction - INFO - Epoch [54][1200/3757] lr: 2.000e-03, eta: 1 day, 8:55:05, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8398, loss_cls: 1.5123, loss: 1.5123, grad_norm: 5.1973 2020-07-26 17:08:56,722 - mmaction - INFO - Epoch [54][1220/3757] lr: 2.000e-03, eta: 1 day, 8:54:51, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.0552 2020-07-26 17:09:10,165 - mmaction - INFO - Epoch [54][1240/3757] lr: 2.000e-03, eta: 1 day, 8:54:38, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.1155 2020-07-26 17:09:23,847 - mmaction - INFO - Epoch [54][1260/3757] lr: 2.000e-03, eta: 1 day, 8:54:24, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4429, loss: 1.4429, grad_norm: 4.9632 2020-07-26 17:09:36,968 - mmaction - INFO - Epoch [54][1280/3757] lr: 2.000e-03, eta: 1 day, 8:54:10, time: 0.656, data_time: 0.003, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.2090 2020-07-26 17:09:50,924 - mmaction - INFO - Epoch [54][1300/3757] lr: 2.000e-03, eta: 1 day, 8:53:57, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.4871, loss: 1.4871, grad_norm: 5.0877 2020-07-26 17:10:04,577 - mmaction - INFO - Epoch [54][1320/3757] lr: 2.000e-03, eta: 1 day, 8:53:44, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4077, loss: 1.4077, grad_norm: 5.0786 2020-07-26 17:10:18,083 - mmaction - INFO - Epoch [54][1340/3757] lr: 2.000e-03, eta: 1 day, 8:53:30, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8305, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.1051 2020-07-26 17:10:33,078 - mmaction - INFO - Epoch [54][1360/3757] lr: 2.000e-03, eta: 1 day, 8:53:18, time: 0.748, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.0767 2020-07-26 17:10:46,984 - mmaction - INFO - Epoch [54][1380/3757] lr: 2.000e-03, eta: 1 day, 8:53:05, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4902, loss: 1.4902, grad_norm: 5.1135 2020-07-26 17:11:00,778 - mmaction - INFO - Epoch [54][1400/3757] lr: 2.000e-03, eta: 1 day, 8:52:52, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.0826 2020-07-26 17:11:14,038 - mmaction - INFO - Epoch [54][1420/3757] lr: 2.000e-03, eta: 1 day, 8:52:38, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8477, loss_cls: 1.4783, loss: 1.4783, grad_norm: 5.2636 2020-07-26 17:11:27,575 - mmaction - INFO - Epoch [54][1440/3757] lr: 2.000e-03, eta: 1 day, 8:52:24, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.3899 2020-07-26 17:11:40,712 - mmaction - INFO - Epoch [54][1460/3757] lr: 2.000e-03, eta: 1 day, 8:52:11, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.1198 2020-07-26 17:11:54,890 - mmaction - INFO - Epoch [54][1480/3757] lr: 2.000e-03, eta: 1 day, 8:51:58, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.0167 2020-07-26 17:12:07,851 - mmaction - INFO - Epoch [54][1500/3757] lr: 2.000e-03, eta: 1 day, 8:51:44, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5281, loss: 1.5281, grad_norm: 5.1542 2020-07-26 17:12:21,322 - mmaction - INFO - Epoch [54][1520/3757] lr: 2.000e-03, eta: 1 day, 8:51:30, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8164, loss_cls: 1.5364, loss: 1.5364, grad_norm: 5.1745 2020-07-26 17:12:34,917 - mmaction - INFO - Epoch [54][1540/3757] lr: 2.000e-03, eta: 1 day, 8:51:17, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4589, loss: 1.4589, grad_norm: 5.1979 2020-07-26 17:12:48,315 - mmaction - INFO - Epoch [54][1560/3757] lr: 2.000e-03, eta: 1 day, 8:51:03, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.0190 2020-07-26 17:13:01,538 - mmaction - INFO - Epoch [54][1580/3757] lr: 2.000e-03, eta: 1 day, 8:50:49, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.2555 2020-07-26 17:13:14,772 - mmaction - INFO - Epoch [54][1600/3757] lr: 2.000e-03, eta: 1 day, 8:50:36, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5132, loss: 1.5132, grad_norm: 5.3580 2020-07-26 17:13:28,525 - mmaction - INFO - Epoch [54][1620/3757] lr: 2.000e-03, eta: 1 day, 8:50:22, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.1850 2020-07-26 17:13:42,065 - mmaction - INFO - Epoch [54][1640/3757] lr: 2.000e-03, eta: 1 day, 8:50:09, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5104, loss: 1.5104, grad_norm: 5.2190 2020-07-26 17:13:56,060 - mmaction - INFO - Epoch [54][1660/3757] lr: 2.000e-03, eta: 1 day, 8:49:56, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.0262 2020-07-26 17:14:09,629 - mmaction - INFO - Epoch [54][1680/3757] lr: 2.000e-03, eta: 1 day, 8:49:42, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4213, loss: 1.4213, grad_norm: 4.9023 2020-07-26 17:14:22,805 - mmaction - INFO - Epoch [54][1700/3757] lr: 2.000e-03, eta: 1 day, 8:49:28, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.4920, loss: 1.4920, grad_norm: 5.1381 2020-07-26 17:14:37,004 - mmaction - INFO - Epoch [54][1720/3757] lr: 2.000e-03, eta: 1 day, 8:49:15, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3926, loss: 1.3926, grad_norm: 4.9204 2020-07-26 17:14:50,512 - mmaction - INFO - Epoch [54][1740/3757] lr: 2.000e-03, eta: 1 day, 8:49:02, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.0063 2020-07-26 17:15:03,877 - mmaction - INFO - Epoch [54][1760/3757] lr: 2.000e-03, eta: 1 day, 8:48:48, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4795, loss: 1.4795, grad_norm: 5.1245 2020-07-26 17:15:17,055 - mmaction - INFO - Epoch [54][1780/3757] lr: 2.000e-03, eta: 1 day, 8:48:35, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.2962 2020-07-26 17:15:30,881 - mmaction - INFO - Epoch [54][1800/3757] lr: 2.000e-03, eta: 1 day, 8:48:21, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5181, loss: 1.5181, grad_norm: 5.1828 2020-07-26 17:15:45,450 - mmaction - INFO - Epoch [54][1820/3757] lr: 2.000e-03, eta: 1 day, 8:48:09, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4272, loss: 1.4272, grad_norm: 5.0376 2020-07-26 17:15:59,227 - mmaction - INFO - Epoch [54][1840/3757] lr: 2.000e-03, eta: 1 day, 8:47:55, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.2634 2020-07-26 17:16:12,969 - mmaction - INFO - Epoch [54][1860/3757] lr: 2.000e-03, eta: 1 day, 8:47:42, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.5143, loss: 1.5143, grad_norm: 4.9647 2020-07-26 17:16:28,031 - mmaction - INFO - Epoch [54][1880/3757] lr: 2.000e-03, eta: 1 day, 8:47:30, time: 0.752, data_time: 0.004, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5477, loss: 1.5477, grad_norm: 5.2383 2020-07-26 17:16:42,625 - mmaction - INFO - Epoch [54][1900/3757] lr: 2.000e-03, eta: 1 day, 8:47:17, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5511, loss: 1.5511, grad_norm: 5.0869 2020-07-26 17:16:56,204 - mmaction - INFO - Epoch [54][1920/3757] lr: 2.000e-03, eta: 1 day, 8:47:04, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4934, loss: 1.4934, grad_norm: 5.2973 2020-07-26 17:17:09,988 - mmaction - INFO - Epoch [54][1940/3757] lr: 2.000e-03, eta: 1 day, 8:46:51, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.5281, loss: 1.5281, grad_norm: 5.2240 2020-07-26 17:17:24,490 - mmaction - INFO - Epoch [54][1960/3757] lr: 2.000e-03, eta: 1 day, 8:46:38, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4780, loss: 1.4780, grad_norm: 4.9133 2020-07-26 17:17:37,491 - mmaction - INFO - Epoch [54][1980/3757] lr: 2.000e-03, eta: 1 day, 8:46:24, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.0660 2020-07-26 17:17:51,102 - mmaction - INFO - Epoch [54][2000/3757] lr: 2.000e-03, eta: 1 day, 8:46:11, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4463, loss: 1.4463, grad_norm: 5.0553 2020-07-26 17:18:04,620 - mmaction - INFO - Epoch [54][2020/3757] lr: 2.000e-03, eta: 1 day, 8:45:57, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5255, loss: 1.5255, grad_norm: 5.0174 2020-07-26 17:18:18,682 - mmaction - INFO - Epoch [54][2040/3757] lr: 2.000e-03, eta: 1 day, 8:45:44, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.1059 2020-07-26 17:18:32,867 - mmaction - INFO - Epoch [54][2060/3757] lr: 2.000e-03, eta: 1 day, 8:45:31, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5149, loss: 1.5149, grad_norm: 5.1113 2020-07-26 17:18:46,266 - mmaction - INFO - Epoch [54][2080/3757] lr: 2.000e-03, eta: 1 day, 8:45:17, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4808, loss: 1.4808, grad_norm: 5.1071 2020-07-26 17:18:59,534 - mmaction - INFO - Epoch [54][2100/3757] lr: 2.000e-03, eta: 1 day, 8:45:04, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.0714 2020-07-26 17:19:13,760 - mmaction - INFO - Epoch [54][2120/3757] lr: 2.000e-03, eta: 1 day, 8:44:51, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8500, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.0596 2020-07-26 17:19:28,507 - mmaction - INFO - Epoch [54][2140/3757] lr: 2.000e-03, eta: 1 day, 8:44:38, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5195, loss: 1.5195, grad_norm: 5.1659 2020-07-26 17:19:41,782 - mmaction - INFO - Epoch [54][2160/3757] lr: 2.000e-03, eta: 1 day, 8:44:25, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.5227, loss: 1.5227, grad_norm: 5.1287 2020-07-26 17:19:57,704 - mmaction - INFO - Epoch [54][2180/3757] lr: 2.000e-03, eta: 1 day, 8:44:13, time: 0.797, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.3776 2020-07-26 17:20:11,013 - mmaction - INFO - Epoch [54][2200/3757] lr: 2.000e-03, eta: 1 day, 8:44:00, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5256, loss: 1.5256, grad_norm: 5.1026 2020-07-26 17:20:24,527 - mmaction - INFO - Epoch [54][2220/3757] lr: 2.000e-03, eta: 1 day, 8:43:46, time: 0.675, data_time: 0.001, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4314, loss: 1.4314, grad_norm: 4.9061 2020-07-26 17:20:38,760 - mmaction - INFO - Epoch [54][2240/3757] lr: 2.000e-03, eta: 1 day, 8:43:33, time: 0.712, data_time: 0.002, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4883, loss: 1.4883, grad_norm: 4.9524 2020-07-26 17:20:52,310 - mmaction - INFO - Epoch [54][2260/3757] lr: 2.000e-03, eta: 1 day, 8:43:20, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.1699 2020-07-26 17:21:05,927 - mmaction - INFO - Epoch [54][2280/3757] lr: 2.000e-03, eta: 1 day, 8:43:06, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.0479 2020-07-26 17:21:19,279 - mmaction - INFO - Epoch [54][2300/3757] lr: 2.000e-03, eta: 1 day, 8:42:53, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.4838, loss: 1.4838, grad_norm: 4.9959 2020-07-26 17:21:32,820 - mmaction - INFO - Epoch [54][2320/3757] lr: 2.000e-03, eta: 1 day, 8:42:39, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4574, loss: 1.4574, grad_norm: 4.9840 2020-07-26 17:21:47,274 - mmaction - INFO - Epoch [54][2340/3757] lr: 2.000e-03, eta: 1 day, 8:42:26, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.1504 2020-07-26 17:22:00,343 - mmaction - INFO - Epoch [54][2360/3757] lr: 2.000e-03, eta: 1 day, 8:42:12, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6010, loss: 1.6010, grad_norm: 5.1389 2020-07-26 17:22:13,901 - mmaction - INFO - Epoch [54][2380/3757] lr: 2.000e-03, eta: 1 day, 8:41:59, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.1569 2020-07-26 17:22:28,379 - mmaction - INFO - Epoch [54][2400/3757] lr: 2.000e-03, eta: 1 day, 8:41:46, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5210, loss: 1.5210, grad_norm: 5.1410 2020-07-26 17:22:42,024 - mmaction - INFO - Epoch [54][2420/3757] lr: 2.000e-03, eta: 1 day, 8:41:33, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4270, loss: 1.4270, grad_norm: 5.0519 2020-07-26 17:22:56,226 - mmaction - INFO - Epoch [54][2440/3757] lr: 2.000e-03, eta: 1 day, 8:41:20, time: 0.710, data_time: 0.002, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5297, loss: 1.5297, grad_norm: 5.1302 2020-07-26 17:23:10,437 - mmaction - INFO - Epoch [54][2460/3757] lr: 2.000e-03, eta: 1 day, 8:41:07, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5427, loss: 1.5427, grad_norm: 5.1565 2020-07-26 17:23:23,965 - mmaction - INFO - Epoch [54][2480/3757] lr: 2.000e-03, eta: 1 day, 8:40:54, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.8417 2020-07-26 17:23:38,072 - mmaction - INFO - Epoch [54][2500/3757] lr: 2.000e-03, eta: 1 day, 8:40:41, time: 0.706, data_time: 0.002, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4364, loss: 1.4364, grad_norm: 5.0688 2020-07-26 17:23:51,429 - mmaction - INFO - Epoch [54][2520/3757] lr: 2.000e-03, eta: 1 day, 8:40:27, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.4680, loss: 1.4680, grad_norm: 5.0750 2020-07-26 17:24:05,122 - mmaction - INFO - Epoch [54][2540/3757] lr: 2.000e-03, eta: 1 day, 8:40:13, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4571, loss: 1.4571, grad_norm: 4.9933 2020-07-26 17:24:18,689 - mmaction - INFO - Epoch [54][2560/3757] lr: 2.000e-03, eta: 1 day, 8:40:00, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.1039 2020-07-26 17:24:32,173 - mmaction - INFO - Epoch [54][2580/3757] lr: 2.000e-03, eta: 1 day, 8:39:46, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.1596 2020-07-26 17:24:45,796 - mmaction - INFO - Epoch [54][2600/3757] lr: 2.000e-03, eta: 1 day, 8:39:33, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4267, loss: 1.4267, grad_norm: 5.0178 2020-07-26 17:24:59,618 - mmaction - INFO - Epoch [54][2620/3757] lr: 2.000e-03, eta: 1 day, 8:39:20, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4999, loss: 1.4999, grad_norm: 4.9676 2020-07-26 17:25:14,803 - mmaction - INFO - Epoch [54][2640/3757] lr: 2.000e-03, eta: 1 day, 8:39:08, time: 0.758, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.1049 2020-07-26 17:25:27,537 - mmaction - INFO - Epoch [54][2660/3757] lr: 2.000e-03, eta: 1 day, 8:38:54, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.1219 2020-07-26 17:25:41,036 - mmaction - INFO - Epoch [54][2680/3757] lr: 2.000e-03, eta: 1 day, 8:38:40, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.1067 2020-07-26 17:25:55,320 - mmaction - INFO - Epoch [54][2700/3757] lr: 2.000e-03, eta: 1 day, 8:38:27, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.4949, loss: 1.4949, grad_norm: 5.1325 2020-07-26 17:26:09,375 - mmaction - INFO - Epoch [54][2720/3757] lr: 2.000e-03, eta: 1 day, 8:38:14, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.4996, loss: 1.4996, grad_norm: 5.2084 2020-07-26 17:26:23,036 - mmaction - INFO - Epoch [54][2740/3757] lr: 2.000e-03, eta: 1 day, 8:38:01, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8453, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.1305 2020-07-26 17:26:36,319 - mmaction - INFO - Epoch [54][2760/3757] lr: 2.000e-03, eta: 1 day, 8:37:47, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.2463 2020-07-26 17:26:50,883 - mmaction - INFO - Epoch [54][2780/3757] lr: 2.000e-03, eta: 1 day, 8:37:34, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4386, loss: 1.4386, grad_norm: 5.0615 2020-07-26 17:27:05,546 - mmaction - INFO - Epoch [54][2800/3757] lr: 2.000e-03, eta: 1 day, 8:37:22, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.1865 2020-07-26 17:27:19,108 - mmaction - INFO - Epoch [54][2820/3757] lr: 2.000e-03, eta: 1 day, 8:37:08, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.1404 2020-07-26 17:27:33,591 - mmaction - INFO - Epoch [54][2840/3757] lr: 2.000e-03, eta: 1 day, 8:36:56, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.0974 2020-07-26 17:27:46,515 - mmaction - INFO - Epoch [54][2860/3757] lr: 2.000e-03, eta: 1 day, 8:36:42, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.1335 2020-07-26 17:28:01,583 - mmaction - INFO - Epoch [54][2880/3757] lr: 2.000e-03, eta: 1 day, 8:36:29, time: 0.751, data_time: 0.006, memory: 7079, top1_acc: 0.6070, top5_acc: 0.8313, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.3174 2020-07-26 17:28:14,667 - mmaction - INFO - Epoch [54][2900/3757] lr: 2.000e-03, eta: 1 day, 8:36:16, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.1519 2020-07-26 17:28:28,388 - mmaction - INFO - Epoch [54][2920/3757] lr: 2.000e-03, eta: 1 day, 8:36:02, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.1888 2020-07-26 17:28:42,543 - mmaction - INFO - Epoch [54][2940/3757] lr: 2.000e-03, eta: 1 day, 8:35:49, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.1176 2020-07-26 17:28:55,574 - mmaction - INFO - Epoch [54][2960/3757] lr: 2.000e-03, eta: 1 day, 8:35:35, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.0856 2020-07-26 17:29:09,644 - mmaction - INFO - Epoch [54][2980/3757] lr: 2.000e-03, eta: 1 day, 8:35:22, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.2915 2020-07-26 17:29:22,782 - mmaction - INFO - Epoch [54][3000/3757] lr: 2.000e-03, eta: 1 day, 8:35:08, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4594, loss: 1.4594, grad_norm: 5.1069 2020-07-26 17:29:37,444 - mmaction - INFO - Epoch [54][3020/3757] lr: 2.000e-03, eta: 1 day, 8:34:56, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4078, loss: 1.4078, grad_norm: 5.0107 2020-07-26 17:29:50,460 - mmaction - INFO - Epoch [54][3040/3757] lr: 2.000e-03, eta: 1 day, 8:34:42, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.1646 2020-07-26 17:30:04,312 - mmaction - INFO - Epoch [54][3060/3757] lr: 2.000e-03, eta: 1 day, 8:34:29, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.2736 2020-07-26 17:30:17,515 - mmaction - INFO - Epoch [54][3080/3757] lr: 2.000e-03, eta: 1 day, 8:34:15, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5695, loss: 1.5695, grad_norm: 5.1618 2020-07-26 17:30:31,129 - mmaction - INFO - Epoch [54][3100/3757] lr: 2.000e-03, eta: 1 day, 8:34:02, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4766, loss: 1.4766, grad_norm: 5.0182 2020-07-26 17:30:44,710 - mmaction - INFO - Epoch [54][3120/3757] lr: 2.000e-03, eta: 1 day, 8:33:48, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4646, loss: 1.4646, grad_norm: 5.2105 2020-07-26 17:30:58,124 - mmaction - INFO - Epoch [54][3140/3757] lr: 2.000e-03, eta: 1 day, 8:33:34, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.4799, loss: 1.4799, grad_norm: 5.1069 2020-07-26 17:31:11,738 - mmaction - INFO - Epoch [54][3160/3757] lr: 2.000e-03, eta: 1 day, 8:33:21, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5472, loss: 1.5472, grad_norm: 5.3200 2020-07-26 17:31:26,806 - mmaction - INFO - Epoch [54][3180/3757] lr: 2.000e-03, eta: 1 day, 8:33:09, time: 0.751, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5042, loss: 1.5042, grad_norm: 5.1983 2020-07-26 17:31:39,688 - mmaction - INFO - Epoch [54][3200/3757] lr: 2.000e-03, eta: 1 day, 8:32:55, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4245, loss: 1.4245, grad_norm: 4.9370 2020-07-26 17:31:52,945 - mmaction - INFO - Epoch [54][3220/3757] lr: 2.000e-03, eta: 1 day, 8:32:41, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8602, loss_cls: 1.4079, loss: 1.4079, grad_norm: 5.2868 2020-07-26 17:32:06,323 - mmaction - INFO - Epoch [54][3240/3757] lr: 2.000e-03, eta: 1 day, 8:32:27, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.0228 2020-07-26 17:32:19,789 - mmaction - INFO - Epoch [54][3260/3757] lr: 2.000e-03, eta: 1 day, 8:32:14, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4282, loss: 1.4282, grad_norm: 5.1372 2020-07-26 17:32:32,966 - mmaction - INFO - Epoch [54][3280/3757] lr: 2.000e-03, eta: 1 day, 8:32:00, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4534, loss: 1.4534, grad_norm: 5.0608 2020-07-26 17:32:47,018 - mmaction - INFO - Epoch [54][3300/3757] lr: 2.000e-03, eta: 1 day, 8:31:47, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.1517 2020-07-26 17:33:00,587 - mmaction - INFO - Epoch [54][3320/3757] lr: 2.000e-03, eta: 1 day, 8:31:34, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5213, loss: 1.5213, grad_norm: 5.1916 2020-07-26 17:33:13,793 - mmaction - INFO - Epoch [54][3340/3757] lr: 2.000e-03, eta: 1 day, 8:31:20, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.8795 2020-07-26 17:33:27,827 - mmaction - INFO - Epoch [54][3360/3757] lr: 2.000e-03, eta: 1 day, 8:31:07, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5203, loss: 1.5203, grad_norm: 5.0917 2020-07-26 17:33:41,634 - mmaction - INFO - Epoch [54][3380/3757] lr: 2.000e-03, eta: 1 day, 8:30:53, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.1324 2020-07-26 17:33:54,825 - mmaction - INFO - Epoch [54][3400/3757] lr: 2.000e-03, eta: 1 day, 8:30:40, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5264, loss: 1.5264, grad_norm: 5.1534 2020-07-26 17:34:09,031 - mmaction - INFO - Epoch [54][3420/3757] lr: 2.000e-03, eta: 1 day, 8:30:27, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.1675 2020-07-26 17:34:22,368 - mmaction - INFO - Epoch [54][3440/3757] lr: 2.000e-03, eta: 1 day, 8:30:13, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4382, loss: 1.4382, grad_norm: 4.9804 2020-07-26 17:34:36,003 - mmaction - INFO - Epoch [54][3460/3757] lr: 2.000e-03, eta: 1 day, 8:30:00, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.0529 2020-07-26 17:34:50,129 - mmaction - INFO - Epoch [54][3480/3757] lr: 2.000e-03, eta: 1 day, 8:29:47, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.0536 2020-07-26 17:35:03,471 - mmaction - INFO - Epoch [54][3500/3757] lr: 2.000e-03, eta: 1 day, 8:29:33, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.0618 2020-07-26 17:35:17,091 - mmaction - INFO - Epoch [54][3520/3757] lr: 2.000e-03, eta: 1 day, 8:29:19, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.1377 2020-07-26 17:35:32,283 - mmaction - INFO - Epoch [54][3540/3757] lr: 2.000e-03, eta: 1 day, 8:29:07, time: 0.759, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.4969, loss: 1.4969, grad_norm: 5.1453 2020-07-26 17:35:45,659 - mmaction - INFO - Epoch [54][3560/3757] lr: 2.000e-03, eta: 1 day, 8:28:54, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.0790 2020-07-26 17:36:00,269 - mmaction - INFO - Epoch [54][3580/3757] lr: 2.000e-03, eta: 1 day, 8:28:41, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5213, loss: 1.5213, grad_norm: 5.2416 2020-07-26 17:36:13,294 - mmaction - INFO - Epoch [54][3600/3757] lr: 2.000e-03, eta: 1 day, 8:28:27, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4672, loss: 1.4672, grad_norm: 5.0084 2020-07-26 17:36:27,283 - mmaction - INFO - Epoch [54][3620/3757] lr: 2.000e-03, eta: 1 day, 8:28:14, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4876, loss: 1.4876, grad_norm: 5.1823 2020-07-26 17:36:40,893 - mmaction - INFO - Epoch [54][3640/3757] lr: 2.000e-03, eta: 1 day, 8:28:01, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4603, loss: 1.4603, grad_norm: 5.1070 2020-07-26 17:36:54,707 - mmaction - INFO - Epoch [54][3660/3757] lr: 2.000e-03, eta: 1 day, 8:27:47, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5257, loss: 1.5257, grad_norm: 5.2432 2020-07-26 17:37:08,360 - mmaction - INFO - Epoch [54][3680/3757] lr: 2.000e-03, eta: 1 day, 8:27:34, time: 0.689, data_time: 0.009, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.5216, loss: 1.5216, grad_norm: 5.1720 2020-07-26 17:37:21,806 - mmaction - INFO - Epoch [54][3700/3757] lr: 2.000e-03, eta: 1 day, 8:27:20, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.0335 2020-07-26 17:37:35,368 - mmaction - INFO - Epoch [54][3720/3757] lr: 2.000e-03, eta: 1 day, 8:27:07, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4214, loss: 1.4214, grad_norm: 5.0504 2020-07-26 17:37:48,752 - mmaction - INFO - Epoch [54][3740/3757] lr: 2.000e-03, eta: 1 day, 8:26:53, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5024, loss: 1.5024, grad_norm: 5.2961 2020-07-26 17:38:01,045 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-07-26 17:38:28,022 - mmaction - INFO - Epoch [55][20/3757] lr: 2.000e-03, eta: 1 day, 8:26:29, time: 1.275, data_time: 0.630, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5531, loss: 1.5531, grad_norm: 5.1797 2020-07-26 17:38:40,481 - mmaction - INFO - Epoch [55][40/3757] lr: 2.000e-03, eta: 1 day, 8:26:14, time: 0.626, data_time: 0.011, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4030, loss: 1.4030, grad_norm: 5.1416 2020-07-26 17:38:53,978 - mmaction - INFO - Epoch [55][60/3757] lr: 2.000e-03, eta: 1 day, 8:26:01, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8281, loss_cls: 1.4930, loss: 1.4930, grad_norm: 5.2518 2020-07-26 17:39:07,091 - mmaction - INFO - Epoch [55][80/3757] lr: 2.000e-03, eta: 1 day, 8:25:47, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.0584 2020-07-26 17:39:20,269 - mmaction - INFO - Epoch [55][100/3757] lr: 2.000e-03, eta: 1 day, 8:25:33, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4913, loss: 1.4913, grad_norm: 5.0689 2020-07-26 17:39:33,971 - mmaction - INFO - Epoch [55][120/3757] lr: 2.000e-03, eta: 1 day, 8:25:20, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4250, loss: 1.4250, grad_norm: 5.0267 2020-07-26 17:39:47,794 - mmaction - INFO - Epoch [55][140/3757] lr: 2.000e-03, eta: 1 day, 8:25:07, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4563, loss: 1.4563, grad_norm: 5.1053 2020-07-26 17:40:01,364 - mmaction - INFO - Epoch [55][160/3757] lr: 2.000e-03, eta: 1 day, 8:24:53, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4380, loss: 1.4380, grad_norm: 5.0115 2020-07-26 17:40:16,644 - mmaction - INFO - Epoch [55][180/3757] lr: 2.000e-03, eta: 1 day, 8:24:41, time: 0.764, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5404, loss: 1.5404, grad_norm: 5.2547 2020-07-26 17:40:29,930 - mmaction - INFO - Epoch [55][200/3757] lr: 2.000e-03, eta: 1 day, 8:24:27, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4096, loss: 1.4096, grad_norm: 4.9964 2020-07-26 17:40:43,241 - mmaction - INFO - Epoch [55][220/3757] lr: 2.000e-03, eta: 1 day, 8:24:14, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5089, loss: 1.5089, grad_norm: 5.1683 2020-07-26 17:40:56,712 - mmaction - INFO - Epoch [55][240/3757] lr: 2.000e-03, eta: 1 day, 8:24:00, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.0657 2020-07-26 17:41:10,658 - mmaction - INFO - Epoch [55][260/3757] lr: 2.000e-03, eta: 1 day, 8:23:47, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.4906, loss: 1.4906, grad_norm: 5.1670 2020-07-26 17:41:24,812 - mmaction - INFO - Epoch [55][280/3757] lr: 2.000e-03, eta: 1 day, 8:23:34, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5276, loss: 1.5276, grad_norm: 5.2683 2020-07-26 17:41:38,863 - mmaction - INFO - Epoch [55][300/3757] lr: 2.000e-03, eta: 1 day, 8:23:21, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4090, loss: 1.4090, grad_norm: 5.0964 2020-07-26 17:41:52,410 - mmaction - INFO - Epoch [55][320/3757] lr: 2.000e-03, eta: 1 day, 8:23:07, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5036, loss: 1.5036, grad_norm: 5.2199 2020-07-26 17:42:05,492 - mmaction - INFO - Epoch [55][340/3757] lr: 2.000e-03, eta: 1 day, 8:22:54, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8508, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.0311 2020-07-26 17:42:18,886 - mmaction - INFO - Epoch [55][360/3757] lr: 2.000e-03, eta: 1 day, 8:22:40, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4210, loss: 1.4210, grad_norm: 5.0560 2020-07-26 17:42:32,797 - mmaction - INFO - Epoch [55][380/3757] lr: 2.000e-03, eta: 1 day, 8:22:27, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4466, loss: 1.4466, grad_norm: 5.2940 2020-07-26 17:42:47,984 - mmaction - INFO - Epoch [55][400/3757] lr: 2.000e-03, eta: 1 day, 8:22:15, time: 0.759, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.0840 2020-07-26 17:43:01,411 - mmaction - INFO - Epoch [55][420/3757] lr: 2.000e-03, eta: 1 day, 8:22:01, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5016, loss: 1.5016, grad_norm: 5.3498 2020-07-26 17:43:15,373 - mmaction - INFO - Epoch [55][440/3757] lr: 2.000e-03, eta: 1 day, 8:21:48, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8469, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.8418 2020-07-26 17:43:28,742 - mmaction - INFO - Epoch [55][460/3757] lr: 2.000e-03, eta: 1 day, 8:21:34, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.2074 2020-07-26 17:43:43,163 - mmaction - INFO - Epoch [55][480/3757] lr: 2.000e-03, eta: 1 day, 8:21:22, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4732, loss: 1.4732, grad_norm: 5.2106 2020-07-26 17:43:56,578 - mmaction - INFO - Epoch [55][500/3757] lr: 2.000e-03, eta: 1 day, 8:21:08, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.4917, loss: 1.4917, grad_norm: 5.3529 2020-07-26 17:44:10,523 - mmaction - INFO - Epoch [55][520/3757] lr: 2.000e-03, eta: 1 day, 8:20:55, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8352, loss_cls: 1.4415, loss: 1.4415, grad_norm: 5.1447 2020-07-26 17:44:24,026 - mmaction - INFO - Epoch [55][540/3757] lr: 2.000e-03, eta: 1 day, 8:20:41, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4202, loss: 1.4202, grad_norm: 5.0597 2020-07-26 17:44:37,158 - mmaction - INFO - Epoch [55][560/3757] lr: 2.000e-03, eta: 1 day, 8:20:27, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5051, loss: 1.5051, grad_norm: 5.2025 2020-07-26 17:44:50,655 - mmaction - INFO - Epoch [55][580/3757] lr: 2.000e-03, eta: 1 day, 8:20:14, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.3842, loss: 1.3842, grad_norm: 4.8961 2020-07-26 17:45:04,068 - mmaction - INFO - Epoch [55][600/3757] lr: 2.000e-03, eta: 1 day, 8:20:00, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.2536 2020-07-26 17:45:17,958 - mmaction - INFO - Epoch [55][620/3757] lr: 2.000e-03, eta: 1 day, 8:19:47, time: 0.694, data_time: 0.001, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.1713 2020-07-26 17:45:33,276 - mmaction - INFO - Epoch [55][640/3757] lr: 2.000e-03, eta: 1 day, 8:19:35, time: 0.765, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4078, loss: 1.4078, grad_norm: 5.1258 2020-07-26 17:45:47,106 - mmaction - INFO - Epoch [55][660/3757] lr: 2.000e-03, eta: 1 day, 8:19:22, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5310, loss: 1.5310, grad_norm: 5.1237 2020-07-26 17:46:00,896 - mmaction - INFO - Epoch [55][680/3757] lr: 2.000e-03, eta: 1 day, 8:19:09, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4973, loss: 1.4973, grad_norm: 5.2517 2020-07-26 17:46:14,786 - mmaction - INFO - Epoch [55][700/3757] lr: 2.000e-03, eta: 1 day, 8:18:55, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.1463 2020-07-26 17:46:28,357 - mmaction - INFO - Epoch [55][720/3757] lr: 2.000e-03, eta: 1 day, 8:18:42, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.4242, loss: 1.4242, grad_norm: 5.0659 2020-07-26 17:46:43,122 - mmaction - INFO - Epoch [55][740/3757] lr: 2.000e-03, eta: 1 day, 8:18:29, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.2171 2020-07-26 17:46:56,624 - mmaction - INFO - Epoch [55][760/3757] lr: 2.000e-03, eta: 1 day, 8:18:16, time: 0.681, data_time: 0.009, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.2918 2020-07-26 17:47:10,367 - mmaction - INFO - Epoch [55][780/3757] lr: 2.000e-03, eta: 1 day, 8:18:02, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.5386, loss: 1.5386, grad_norm: 5.2871 2020-07-26 17:47:23,323 - mmaction - INFO - Epoch [55][800/3757] lr: 2.000e-03, eta: 1 day, 8:17:49, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4452, loss: 1.4452, grad_norm: 5.0695 2020-07-26 17:47:37,760 - mmaction - INFO - Epoch [55][820/3757] lr: 2.000e-03, eta: 1 day, 8:17:36, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4694, loss: 1.4694, grad_norm: 5.0847 2020-07-26 17:47:50,996 - mmaction - INFO - Epoch [55][840/3757] lr: 2.000e-03, eta: 1 day, 8:17:22, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8594, loss_cls: 1.4386, loss: 1.4386, grad_norm: 5.0815 2020-07-26 17:48:04,713 - mmaction - INFO - Epoch [55][860/3757] lr: 2.000e-03, eta: 1 day, 8:17:09, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.2721 2020-07-26 17:48:19,154 - mmaction - INFO - Epoch [55][880/3757] lr: 2.000e-03, eta: 1 day, 8:16:56, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8617, loss_cls: 1.4181, loss: 1.4181, grad_norm: 5.1749 2020-07-26 17:48:32,001 - mmaction - INFO - Epoch [55][900/3757] lr: 2.000e-03, eta: 1 day, 8:16:42, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3268, loss: 1.3268, grad_norm: 5.0122 2020-07-26 17:48:45,725 - mmaction - INFO - Epoch [55][920/3757] lr: 2.000e-03, eta: 1 day, 8:16:28, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.0798 2020-07-26 17:49:00,261 - mmaction - INFO - Epoch [55][940/3757] lr: 2.000e-03, eta: 1 day, 8:16:16, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.1382 2020-07-26 17:49:13,552 - mmaction - INFO - Epoch [55][960/3757] lr: 2.000e-03, eta: 1 day, 8:16:02, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.8718 2020-07-26 17:49:26,745 - mmaction - INFO - Epoch [55][980/3757] lr: 2.000e-03, eta: 1 day, 8:15:48, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8398, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.0938 2020-07-26 17:49:40,613 - mmaction - INFO - Epoch [55][1000/3757] lr: 2.000e-03, eta: 1 day, 8:15:35, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.4862, loss: 1.4862, grad_norm: 5.2042 2020-07-26 17:49:54,386 - mmaction - INFO - Epoch [55][1020/3757] lr: 2.000e-03, eta: 1 day, 8:15:22, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.3978 2020-07-26 17:50:07,705 - mmaction - INFO - Epoch [55][1040/3757] lr: 2.000e-03, eta: 1 day, 8:15:08, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8484, loss_cls: 1.5303, loss: 1.5303, grad_norm: 5.3829 2020-07-26 17:50:20,826 - mmaction - INFO - Epoch [55][1060/3757] lr: 2.000e-03, eta: 1 day, 8:14:54, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5540, loss: 1.5540, grad_norm: 5.1731 2020-07-26 17:50:34,830 - mmaction - INFO - Epoch [55][1080/3757] lr: 2.000e-03, eta: 1 day, 8:14:41, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.2936 2020-07-26 17:50:49,821 - mmaction - INFO - Epoch [55][1100/3757] lr: 2.000e-03, eta: 1 day, 8:14:29, time: 0.753, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4503, loss: 1.4503, grad_norm: 5.2135 2020-07-26 17:51:03,065 - mmaction - INFO - Epoch [55][1120/3757] lr: 2.000e-03, eta: 1 day, 8:14:15, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.9415 2020-07-26 17:51:16,966 - mmaction - INFO - Epoch [55][1140/3757] lr: 2.000e-03, eta: 1 day, 8:14:02, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.2471 2020-07-26 17:51:31,565 - mmaction - INFO - Epoch [55][1160/3757] lr: 2.000e-03, eta: 1 day, 8:13:49, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.5000, loss: 1.5000, grad_norm: 5.1599 2020-07-26 17:51:45,496 - mmaction - INFO - Epoch [55][1180/3757] lr: 2.000e-03, eta: 1 day, 8:13:36, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4305, loss: 1.4305, grad_norm: 5.0340 2020-07-26 17:51:59,229 - mmaction - INFO - Epoch [55][1200/3757] lr: 2.000e-03, eta: 1 day, 8:13:23, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5489, loss: 1.5489, grad_norm: 5.2425 2020-07-26 17:52:13,164 - mmaction - INFO - Epoch [55][1220/3757] lr: 2.000e-03, eta: 1 day, 8:13:10, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.2938 2020-07-26 17:52:26,895 - mmaction - INFO - Epoch [55][1240/3757] lr: 2.000e-03, eta: 1 day, 8:12:56, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.2527 2020-07-26 17:52:40,623 - mmaction - INFO - Epoch [55][1260/3757] lr: 2.000e-03, eta: 1 day, 8:12:43, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3900, loss: 1.3900, grad_norm: 4.9308 2020-07-26 17:52:54,602 - mmaction - INFO - Epoch [55][1280/3757] lr: 2.000e-03, eta: 1 day, 8:12:30, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.0785 2020-07-26 17:53:08,867 - mmaction - INFO - Epoch [55][1300/3757] lr: 2.000e-03, eta: 1 day, 8:12:17, time: 0.713, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5083, loss: 1.5083, grad_norm: 5.2775 2020-07-26 17:53:23,278 - mmaction - INFO - Epoch [55][1320/3757] lr: 2.000e-03, eta: 1 day, 8:12:04, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4331, loss: 1.4331, grad_norm: 5.1509 2020-07-26 17:53:37,040 - mmaction - INFO - Epoch [55][1340/3757] lr: 2.000e-03, eta: 1 day, 8:11:51, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4712, loss: 1.4712, grad_norm: 5.1850 2020-07-26 17:53:50,174 - mmaction - INFO - Epoch [55][1360/3757] lr: 2.000e-03, eta: 1 day, 8:11:37, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8664, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.2741 2020-07-26 17:54:04,198 - mmaction - INFO - Epoch [55][1380/3757] lr: 2.000e-03, eta: 1 day, 8:11:24, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.5363, loss: 1.5363, grad_norm: 5.4694 2020-07-26 17:54:18,127 - mmaction - INFO - Epoch [55][1400/3757] lr: 2.000e-03, eta: 1 day, 8:11:11, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.3752 2020-07-26 17:54:32,327 - mmaction - INFO - Epoch [55][1420/3757] lr: 2.000e-03, eta: 1 day, 8:10:58, time: 0.716, data_time: 0.009, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.1339 2020-07-26 17:54:46,882 - mmaction - INFO - Epoch [55][1440/3757] lr: 2.000e-03, eta: 1 day, 8:10:45, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.0722 2020-07-26 17:54:59,841 - mmaction - INFO - Epoch [55][1460/3757] lr: 2.000e-03, eta: 1 day, 8:10:31, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5167, loss: 1.5167, grad_norm: 5.1681 2020-07-26 17:55:14,116 - mmaction - INFO - Epoch [55][1480/3757] lr: 2.000e-03, eta: 1 day, 8:10:18, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.1278 2020-07-26 17:55:28,595 - mmaction - INFO - Epoch [55][1500/3757] lr: 2.000e-03, eta: 1 day, 8:10:06, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.1230 2020-07-26 17:55:41,113 - mmaction - INFO - Epoch [55][1520/3757] lr: 2.000e-03, eta: 1 day, 8:09:51, time: 0.626, data_time: 0.002, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4368, loss: 1.4368, grad_norm: 4.9921 2020-07-26 17:55:56,302 - mmaction - INFO - Epoch [55][1540/3757] lr: 2.000e-03, eta: 1 day, 8:09:39, time: 0.756, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.4949, loss: 1.4949, grad_norm: 5.3416 2020-07-26 17:56:09,463 - mmaction - INFO - Epoch [55][1560/3757] lr: 2.000e-03, eta: 1 day, 8:09:25, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4631, loss: 1.4631, grad_norm: 5.1575 2020-07-26 17:56:23,635 - mmaction - INFO - Epoch [55][1580/3757] lr: 2.000e-03, eta: 1 day, 8:09:12, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4651, loss: 1.4651, grad_norm: 5.2812 2020-07-26 17:56:36,792 - mmaction - INFO - Epoch [55][1600/3757] lr: 2.000e-03, eta: 1 day, 8:08:58, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4702, loss: 1.4702, grad_norm: 5.1182 2020-07-26 17:56:50,648 - mmaction - INFO - Epoch [55][1620/3757] lr: 2.000e-03, eta: 1 day, 8:08:45, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4768, loss: 1.4768, grad_norm: 5.3670 2020-07-26 17:57:03,948 - mmaction - INFO - Epoch [55][1640/3757] lr: 2.000e-03, eta: 1 day, 8:08:32, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5873, loss: 1.5873, grad_norm: 5.2393 2020-07-26 17:57:17,571 - mmaction - INFO - Epoch [55][1660/3757] lr: 2.000e-03, eta: 1 day, 8:08:18, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5318, loss: 1.5318, grad_norm: 5.3211 2020-07-26 17:57:31,138 - mmaction - INFO - Epoch [55][1680/3757] lr: 2.000e-03, eta: 1 day, 8:08:05, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.5356, loss: 1.5356, grad_norm: 5.3285 2020-07-26 17:57:44,876 - mmaction - INFO - Epoch [55][1700/3757] lr: 2.000e-03, eta: 1 day, 8:07:51, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5299, loss: 1.5299, grad_norm: 5.2220 2020-07-26 17:57:58,746 - mmaction - INFO - Epoch [55][1720/3757] lr: 2.000e-03, eta: 1 day, 8:07:38, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.0455 2020-07-26 17:58:11,687 - mmaction - INFO - Epoch [55][1740/3757] lr: 2.000e-03, eta: 1 day, 8:07:24, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4751, loss: 1.4751, grad_norm: 5.1909 2020-07-26 17:58:25,200 - mmaction - INFO - Epoch [55][1760/3757] lr: 2.000e-03, eta: 1 day, 8:07:11, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4393, loss: 1.4393, grad_norm: 5.1848 2020-07-26 17:58:38,907 - mmaction - INFO - Epoch [55][1780/3757] lr: 2.000e-03, eta: 1 day, 8:06:57, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.4559, loss: 1.4559, grad_norm: 5.2290 2020-07-26 17:58:52,361 - mmaction - INFO - Epoch [55][1800/3757] lr: 2.000e-03, eta: 1 day, 8:06:44, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4933, loss: 1.4933, grad_norm: 5.2298 2020-07-26 17:59:06,002 - mmaction - INFO - Epoch [55][1820/3757] lr: 2.000e-03, eta: 1 day, 8:06:30, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.1713 2020-07-26 17:59:19,295 - mmaction - INFO - Epoch [55][1840/3757] lr: 2.000e-03, eta: 1 day, 8:06:16, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.2754 2020-07-26 17:59:32,987 - mmaction - INFO - Epoch [55][1860/3757] lr: 2.000e-03, eta: 1 day, 8:06:03, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.0606 2020-07-26 17:59:47,494 - mmaction - INFO - Epoch [55][1880/3757] lr: 2.000e-03, eta: 1 day, 8:05:50, time: 0.724, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3590, loss: 1.3590, grad_norm: 4.9798 2020-07-26 18:00:00,849 - mmaction - INFO - Epoch [55][1900/3757] lr: 2.000e-03, eta: 1 day, 8:05:37, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4143, loss: 1.4143, grad_norm: 5.2195 2020-07-26 18:00:16,447 - mmaction - INFO - Epoch [55][1920/3757] lr: 2.000e-03, eta: 1 day, 8:05:25, time: 0.771, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5219, loss: 1.5219, grad_norm: 5.2264 2020-07-26 18:00:29,457 - mmaction - INFO - Epoch [55][1940/3757] lr: 2.000e-03, eta: 1 day, 8:05:11, time: 0.660, data_time: 0.015, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.3573 2020-07-26 18:00:43,112 - mmaction - INFO - Epoch [55][1960/3757] lr: 2.000e-03, eta: 1 day, 8:04:58, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.1380 2020-07-26 18:00:56,461 - mmaction - INFO - Epoch [55][1980/3757] lr: 2.000e-03, eta: 1 day, 8:04:44, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4988, loss: 1.4988, grad_norm: 5.2180 2020-07-26 18:01:10,437 - mmaction - INFO - Epoch [55][2000/3757] lr: 2.000e-03, eta: 1 day, 8:04:31, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.0251 2020-07-26 18:01:24,454 - mmaction - INFO - Epoch [55][2020/3757] lr: 2.000e-03, eta: 1 day, 8:04:18, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4531, loss: 1.4531, grad_norm: 5.0384 2020-07-26 18:01:38,490 - mmaction - INFO - Epoch [55][2040/3757] lr: 2.000e-03, eta: 1 day, 8:04:05, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4922, loss: 1.4922, grad_norm: 5.1350 2020-07-26 18:01:51,649 - mmaction - INFO - Epoch [55][2060/3757] lr: 2.000e-03, eta: 1 day, 8:03:51, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4397, loss: 1.4397, grad_norm: 5.1704 2020-07-26 18:02:05,380 - mmaction - INFO - Epoch [55][2080/3757] lr: 2.000e-03, eta: 1 day, 8:03:37, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.9572 2020-07-26 18:02:18,962 - mmaction - INFO - Epoch [55][2100/3757] lr: 2.000e-03, eta: 1 day, 8:03:24, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.2123 2020-07-26 18:02:33,047 - mmaction - INFO - Epoch [55][2120/3757] lr: 2.000e-03, eta: 1 day, 8:03:11, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8602, loss_cls: 1.4356, loss: 1.4356, grad_norm: 5.1660 2020-07-26 18:02:45,999 - mmaction - INFO - Epoch [55][2140/3757] lr: 2.000e-03, eta: 1 day, 8:02:57, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4242, loss: 1.4242, grad_norm: 5.1132 2020-07-26 18:03:00,819 - mmaction - INFO - Epoch [55][2160/3757] lr: 2.000e-03, eta: 1 day, 8:02:44, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.5412, loss: 1.5412, grad_norm: 5.4057 2020-07-26 18:03:15,184 - mmaction - INFO - Epoch [55][2180/3757] lr: 2.000e-03, eta: 1 day, 8:02:32, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.1322 2020-07-26 18:03:28,563 - mmaction - INFO - Epoch [55][2200/3757] lr: 2.000e-03, eta: 1 day, 8:02:18, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4766, loss: 1.4766, grad_norm: 5.1771 2020-07-26 18:03:42,286 - mmaction - INFO - Epoch [55][2220/3757] lr: 2.000e-03, eta: 1 day, 8:02:05, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4273, loss: 1.4273, grad_norm: 4.9966 2020-07-26 18:03:56,123 - mmaction - INFO - Epoch [55][2240/3757] lr: 2.000e-03, eta: 1 day, 8:01:51, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8242, loss_cls: 1.4844, loss: 1.4844, grad_norm: 5.0999 2020-07-26 18:04:09,554 - mmaction - INFO - Epoch [55][2260/3757] lr: 2.000e-03, eta: 1 day, 8:01:38, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.4389, loss: 1.4389, grad_norm: 5.2233 2020-07-26 18:04:23,442 - mmaction - INFO - Epoch [55][2280/3757] lr: 2.000e-03, eta: 1 day, 8:01:25, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.1206 2020-07-26 18:04:37,435 - mmaction - INFO - Epoch [55][2300/3757] lr: 2.000e-03, eta: 1 day, 8:01:12, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.9669 2020-07-26 18:04:50,920 - mmaction - INFO - Epoch [55][2320/3757] lr: 2.000e-03, eta: 1 day, 8:00:58, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5363, loss: 1.5363, grad_norm: 5.1840 2020-07-26 18:05:05,091 - mmaction - INFO - Epoch [55][2340/3757] lr: 2.000e-03, eta: 1 day, 8:00:45, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5115, loss: 1.5115, grad_norm: 5.2050 2020-07-26 18:05:18,342 - mmaction - INFO - Epoch [55][2360/3757] lr: 2.000e-03, eta: 1 day, 8:00:31, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3850, loss: 1.3850, grad_norm: 5.0258 2020-07-26 18:05:31,669 - mmaction - INFO - Epoch [55][2380/3757] lr: 2.000e-03, eta: 1 day, 8:00:18, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.0584 2020-07-26 18:05:46,094 - mmaction - INFO - Epoch [55][2400/3757] lr: 2.000e-03, eta: 1 day, 8:00:05, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5250, loss: 1.5250, grad_norm: 5.3627 2020-07-26 18:05:59,379 - mmaction - INFO - Epoch [55][2420/3757] lr: 2.000e-03, eta: 1 day, 7:59:51, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.0681 2020-07-26 18:06:13,205 - mmaction - INFO - Epoch [55][2440/3757] lr: 2.000e-03, eta: 1 day, 7:59:38, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.1966 2020-07-26 18:06:26,773 - mmaction - INFO - Epoch [55][2460/3757] lr: 2.000e-03, eta: 1 day, 7:59:24, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5313, loss: 1.5313, grad_norm: 5.1588 2020-07-26 18:06:40,823 - mmaction - INFO - Epoch [55][2480/3757] lr: 2.000e-03, eta: 1 day, 7:59:11, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.2905 2020-07-26 18:06:54,451 - mmaction - INFO - Epoch [55][2500/3757] lr: 2.000e-03, eta: 1 day, 7:58:58, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4181, loss: 1.4181, grad_norm: 5.2040 2020-07-26 18:07:08,746 - mmaction - INFO - Epoch [55][2520/3757] lr: 2.000e-03, eta: 1 day, 7:58:45, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.3926 2020-07-26 18:07:22,326 - mmaction - INFO - Epoch [55][2540/3757] lr: 2.000e-03, eta: 1 day, 7:58:31, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.1915 2020-07-26 18:07:36,349 - mmaction - INFO - Epoch [55][2560/3757] lr: 2.000e-03, eta: 1 day, 7:58:18, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.1821 2020-07-26 18:07:50,791 - mmaction - INFO - Epoch [55][2580/3757] lr: 2.000e-03, eta: 1 day, 7:58:06, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.2460 2020-07-26 18:08:04,068 - mmaction - INFO - Epoch [55][2600/3757] lr: 2.000e-03, eta: 1 day, 7:57:52, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.4101, loss: 1.4101, grad_norm: 5.1049 2020-07-26 18:08:17,393 - mmaction - INFO - Epoch [55][2620/3757] lr: 2.000e-03, eta: 1 day, 7:57:38, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5095, loss: 1.5095, grad_norm: 5.1119 2020-07-26 18:08:31,738 - mmaction - INFO - Epoch [55][2640/3757] lr: 2.000e-03, eta: 1 day, 7:57:25, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5581, loss: 1.5581, grad_norm: 5.4885 2020-07-26 18:08:45,720 - mmaction - INFO - Epoch [55][2660/3757] lr: 2.000e-03, eta: 1 day, 7:57:12, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.1487 2020-07-26 18:08:59,599 - mmaction - INFO - Epoch [55][2680/3757] lr: 2.000e-03, eta: 1 day, 7:56:59, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.1507 2020-07-26 18:09:13,262 - mmaction - INFO - Epoch [55][2700/3757] lr: 2.000e-03, eta: 1 day, 7:56:46, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.1046 2020-07-26 18:09:26,417 - mmaction - INFO - Epoch [55][2720/3757] lr: 2.000e-03, eta: 1 day, 7:56:32, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.2379 2020-07-26 18:09:40,231 - mmaction - INFO - Epoch [55][2740/3757] lr: 2.000e-03, eta: 1 day, 7:56:18, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.3283 2020-07-26 18:09:53,440 - mmaction - INFO - Epoch [55][2760/3757] lr: 2.000e-03, eta: 1 day, 7:56:05, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.3578 2020-07-26 18:10:07,763 - mmaction - INFO - Epoch [55][2780/3757] lr: 2.000e-03, eta: 1 day, 7:55:52, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5150, loss: 1.5150, grad_norm: 5.1464 2020-07-26 18:10:20,992 - mmaction - INFO - Epoch [55][2800/3757] lr: 2.000e-03, eta: 1 day, 7:55:38, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.5005, loss: 1.5005, grad_norm: 5.1933 2020-07-26 18:10:34,771 - mmaction - INFO - Epoch [55][2820/3757] lr: 2.000e-03, eta: 1 day, 7:55:25, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.3269 2020-07-26 18:10:49,047 - mmaction - INFO - Epoch [55][2840/3757] lr: 2.000e-03, eta: 1 day, 7:55:12, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8258, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.1368 2020-07-26 18:11:02,870 - mmaction - INFO - Epoch [55][2860/3757] lr: 2.000e-03, eta: 1 day, 7:54:59, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4589, loss: 1.4589, grad_norm: 5.1680 2020-07-26 18:11:16,278 - mmaction - INFO - Epoch [55][2880/3757] lr: 2.000e-03, eta: 1 day, 7:54:45, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.4191 2020-07-26 18:11:29,672 - mmaction - INFO - Epoch [55][2900/3757] lr: 2.000e-03, eta: 1 day, 7:54:31, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4090, loss: 1.4090, grad_norm: 5.0472 2020-07-26 18:11:43,454 - mmaction - INFO - Epoch [55][2920/3757] lr: 2.000e-03, eta: 1 day, 7:54:18, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8523, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.3924 2020-07-26 18:11:56,584 - mmaction - INFO - Epoch [55][2940/3757] lr: 2.000e-03, eta: 1 day, 7:54:04, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.5335 2020-07-26 18:12:10,621 - mmaction - INFO - Epoch [55][2960/3757] lr: 2.000e-03, eta: 1 day, 7:53:51, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4292, loss: 1.4292, grad_norm: 5.0927 2020-07-26 18:12:24,352 - mmaction - INFO - Epoch [55][2980/3757] lr: 2.000e-03, eta: 1 day, 7:53:38, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.4710, loss: 1.4710, grad_norm: 5.2669 2020-07-26 18:12:38,386 - mmaction - INFO - Epoch [55][3000/3757] lr: 2.000e-03, eta: 1 day, 7:53:25, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4421, loss: 1.4421, grad_norm: 5.3159 2020-07-26 18:12:51,292 - mmaction - INFO - Epoch [55][3020/3757] lr: 2.000e-03, eta: 1 day, 7:53:11, time: 0.645, data_time: 0.002, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.2380 2020-07-26 18:13:05,177 - mmaction - INFO - Epoch [55][3040/3757] lr: 2.000e-03, eta: 1 day, 7:52:57, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.1950 2020-07-26 18:13:19,345 - mmaction - INFO - Epoch [55][3060/3757] lr: 2.000e-03, eta: 1 day, 7:52:44, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.4959, loss: 1.4959, grad_norm: 5.3535 2020-07-26 18:13:32,819 - mmaction - INFO - Epoch [55][3080/3757] lr: 2.000e-03, eta: 1 day, 7:52:31, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4925, loss: 1.4925, grad_norm: 5.1943 2020-07-26 18:13:46,049 - mmaction - INFO - Epoch [55][3100/3757] lr: 2.000e-03, eta: 1 day, 7:52:17, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8453, loss_cls: 1.5472, loss: 1.5472, grad_norm: 5.4398 2020-07-26 18:14:00,121 - mmaction - INFO - Epoch [55][3120/3757] lr: 2.000e-03, eta: 1 day, 7:52:04, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.2797 2020-07-26 18:14:13,543 - mmaction - INFO - Epoch [55][3140/3757] lr: 2.000e-03, eta: 1 day, 7:51:50, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8438, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.8783 2020-07-26 18:14:28,519 - mmaction - INFO - Epoch [55][3160/3757] lr: 2.000e-03, eta: 1 day, 7:51:38, time: 0.751, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4644, loss: 1.4644, grad_norm: 5.1937 2020-07-26 18:14:42,144 - mmaction - INFO - Epoch [55][3180/3757] lr: 2.000e-03, eta: 1 day, 7:51:25, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4584, loss: 1.4584, grad_norm: 5.0681 2020-07-26 18:14:56,541 - mmaction - INFO - Epoch [55][3200/3757] lr: 2.000e-03, eta: 1 day, 7:51:12, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4752, loss: 1.4752, grad_norm: 5.2032 2020-07-26 18:15:09,762 - mmaction - INFO - Epoch [55][3220/3757] lr: 2.000e-03, eta: 1 day, 7:50:58, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.3183 2020-07-26 18:15:23,393 - mmaction - INFO - Epoch [55][3240/3757] lr: 2.000e-03, eta: 1 day, 7:50:45, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.9951 2020-07-26 18:15:36,809 - mmaction - INFO - Epoch [55][3260/3757] lr: 2.000e-03, eta: 1 day, 7:50:31, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4496, loss: 1.4496, grad_norm: 5.1806 2020-07-26 18:15:50,324 - mmaction - INFO - Epoch [55][3280/3757] lr: 2.000e-03, eta: 1 day, 7:50:18, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.3240 2020-07-26 18:16:03,527 - mmaction - INFO - Epoch [55][3300/3757] lr: 2.000e-03, eta: 1 day, 7:50:04, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.2473 2020-07-26 18:16:17,304 - mmaction - INFO - Epoch [55][3320/3757] lr: 2.000e-03, eta: 1 day, 7:49:51, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4506, loss: 1.4506, grad_norm: 5.1938 2020-07-26 18:16:31,355 - mmaction - INFO - Epoch [55][3340/3757] lr: 2.000e-03, eta: 1 day, 7:49:37, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.5812, loss: 1.5812, grad_norm: 5.3373 2020-07-26 18:16:44,883 - mmaction - INFO - Epoch [55][3360/3757] lr: 2.000e-03, eta: 1 day, 7:49:24, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.2952 2020-07-26 18:16:59,144 - mmaction - INFO - Epoch [55][3380/3757] lr: 2.000e-03, eta: 1 day, 7:49:11, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4398, loss: 1.4398, grad_norm: 5.1044 2020-07-26 18:17:12,630 - mmaction - INFO - Epoch [55][3400/3757] lr: 2.000e-03, eta: 1 day, 7:48:57, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.0442 2020-07-26 18:17:25,581 - mmaction - INFO - Epoch [55][3420/3757] lr: 2.000e-03, eta: 1 day, 7:48:43, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8578, loss_cls: 1.4328, loss: 1.4328, grad_norm: 5.1499 2020-07-26 18:17:39,006 - mmaction - INFO - Epoch [55][3440/3757] lr: 2.000e-03, eta: 1 day, 7:48:30, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.4260 2020-07-26 18:17:52,519 - mmaction - INFO - Epoch [55][3460/3757] lr: 2.000e-03, eta: 1 day, 7:48:16, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.4389, loss: 1.4389, grad_norm: 5.1866 2020-07-26 18:18:06,558 - mmaction - INFO - Epoch [55][3480/3757] lr: 2.000e-03, eta: 1 day, 7:48:03, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.2513 2020-07-26 18:18:19,932 - mmaction - INFO - Epoch [55][3500/3757] lr: 2.000e-03, eta: 1 day, 7:47:50, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5384, loss: 1.5384, grad_norm: 5.3107 2020-07-26 18:18:34,597 - mmaction - INFO - Epoch [55][3520/3757] lr: 2.000e-03, eta: 1 day, 7:47:37, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5265, loss: 1.5265, grad_norm: 5.2273 2020-07-26 18:18:47,980 - mmaction - INFO - Epoch [55][3540/3757] lr: 2.000e-03, eta: 1 day, 7:47:23, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.3515 2020-07-26 18:19:01,691 - mmaction - INFO - Epoch [55][3560/3757] lr: 2.000e-03, eta: 1 day, 7:47:10, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.1511 2020-07-26 18:19:16,333 - mmaction - INFO - Epoch [55][3580/3757] lr: 2.000e-03, eta: 1 day, 7:46:57, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5039, loss: 1.5039, grad_norm: 5.3129 2020-07-26 18:19:29,608 - mmaction - INFO - Epoch [55][3600/3757] lr: 2.000e-03, eta: 1 day, 7:46:44, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.2005 2020-07-26 18:19:42,724 - mmaction - INFO - Epoch [55][3620/3757] lr: 2.000e-03, eta: 1 day, 7:46:30, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8336, loss_cls: 1.4778, loss: 1.4778, grad_norm: 4.9965 2020-07-26 18:19:56,800 - mmaction - INFO - Epoch [55][3640/3757] lr: 2.000e-03, eta: 1 day, 7:46:17, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3440, loss: 1.3440, grad_norm: 5.0110 2020-07-26 18:20:10,039 - mmaction - INFO - Epoch [55][3660/3757] lr: 2.000e-03, eta: 1 day, 7:46:03, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4813, loss: 1.4813, grad_norm: 4.9926 2020-07-26 18:20:23,277 - mmaction - INFO - Epoch [55][3680/3757] lr: 2.000e-03, eta: 1 day, 7:45:49, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.2114 2020-07-26 18:20:37,100 - mmaction - INFO - Epoch [55][3700/3757] lr: 2.000e-03, eta: 1 day, 7:45:36, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4119, loss: 1.4119, grad_norm: 5.1738 2020-07-26 18:20:51,752 - mmaction - INFO - Epoch [55][3720/3757] lr: 2.000e-03, eta: 1 day, 7:45:23, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4187, loss: 1.4187, grad_norm: 5.0863 2020-07-26 18:21:05,422 - mmaction - INFO - Epoch [55][3740/3757] lr: 2.000e-03, eta: 1 day, 7:45:10, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.3632, loss: 1.3632, grad_norm: 5.2457 2020-07-26 18:21:17,667 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-26 18:21:42,982 - mmaction - INFO - Epoch [56][20/3757] lr: 2.000e-03, eta: 1 day, 7:44:44, time: 1.175, data_time: 0.554, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4422, loss: 1.4422, grad_norm: 5.2429 2020-07-26 18:21:55,462 - mmaction - INFO - Epoch [56][40/3757] lr: 2.000e-03, eta: 1 day, 7:44:29, time: 0.625, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.2898 2020-07-26 18:22:08,958 - mmaction - INFO - Epoch [56][60/3757] lr: 2.000e-03, eta: 1 day, 7:44:16, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.2914 2020-07-26 18:22:22,426 - mmaction - INFO - Epoch [56][80/3757] lr: 2.000e-03, eta: 1 day, 7:44:02, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.2112 2020-07-26 18:22:35,863 - mmaction - INFO - Epoch [56][100/3757] lr: 2.000e-03, eta: 1 day, 7:43:49, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4899, loss: 1.4899, grad_norm: 5.2672 2020-07-26 18:22:50,293 - mmaction - INFO - Epoch [56][120/3757] lr: 2.000e-03, eta: 1 day, 7:43:36, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.2271 2020-07-26 18:23:04,640 - mmaction - INFO - Epoch [56][140/3757] lr: 2.000e-03, eta: 1 day, 7:43:23, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4580, loss: 1.4580, grad_norm: 5.1293 2020-07-26 18:23:18,351 - mmaction - INFO - Epoch [56][160/3757] lr: 2.000e-03, eta: 1 day, 7:43:10, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.4044, loss: 1.4044, grad_norm: 5.2287 2020-07-26 18:23:32,710 - mmaction - INFO - Epoch [56][180/3757] lr: 2.000e-03, eta: 1 day, 7:42:57, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.4681, loss: 1.4681, grad_norm: 5.2595 2020-07-26 18:23:46,519 - mmaction - INFO - Epoch [56][200/3757] lr: 2.000e-03, eta: 1 day, 7:42:43, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4060, loss: 1.4060, grad_norm: 5.1248 2020-07-26 18:24:00,085 - mmaction - INFO - Epoch [56][220/3757] lr: 2.000e-03, eta: 1 day, 7:42:30, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.1754 2020-07-26 18:24:15,240 - mmaction - INFO - Epoch [56][240/3757] lr: 2.000e-03, eta: 1 day, 7:42:18, time: 0.756, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4196, loss: 1.4196, grad_norm: 5.1313 2020-07-26 18:24:29,249 - mmaction - INFO - Epoch [56][260/3757] lr: 2.000e-03, eta: 1 day, 7:42:05, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4340, loss: 1.4340, grad_norm: 5.1151 2020-07-26 18:24:42,996 - mmaction - INFO - Epoch [56][280/3757] lr: 2.000e-03, eta: 1 day, 7:41:51, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4540, loss: 1.4540, grad_norm: 5.2031 2020-07-26 18:24:56,409 - mmaction - INFO - Epoch [56][300/3757] lr: 2.000e-03, eta: 1 day, 7:41:38, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.1201 2020-07-26 18:25:09,732 - mmaction - INFO - Epoch [56][320/3757] lr: 2.000e-03, eta: 1 day, 7:41:24, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8508, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.2938 2020-07-26 18:25:24,293 - mmaction - INFO - Epoch [56][340/3757] lr: 2.000e-03, eta: 1 day, 7:41:11, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.2453 2020-07-26 18:25:37,395 - mmaction - INFO - Epoch [56][360/3757] lr: 2.000e-03, eta: 1 day, 7:40:58, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.1721 2020-07-26 18:25:50,728 - mmaction - INFO - Epoch [56][380/3757] lr: 2.000e-03, eta: 1 day, 7:40:44, time: 0.666, data_time: 0.001, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.0194 2020-07-26 18:26:04,727 - mmaction - INFO - Epoch [56][400/3757] lr: 2.000e-03, eta: 1 day, 7:40:31, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.2197 2020-07-26 18:26:18,274 - mmaction - INFO - Epoch [56][420/3757] lr: 2.000e-03, eta: 1 day, 7:40:17, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.0766 2020-07-26 18:26:31,973 - mmaction - INFO - Epoch [56][440/3757] lr: 2.000e-03, eta: 1 day, 7:40:04, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.3185 2020-07-26 18:26:46,513 - mmaction - INFO - Epoch [56][460/3757] lr: 2.000e-03, eta: 1 day, 7:39:51, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.2068 2020-07-26 18:26:59,822 - mmaction - INFO - Epoch [56][480/3757] lr: 2.000e-03, eta: 1 day, 7:39:37, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.9706 2020-07-26 18:27:13,063 - mmaction - INFO - Epoch [56][500/3757] lr: 2.000e-03, eta: 1 day, 7:39:24, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.3966, loss: 1.3966, grad_norm: 5.0412 2020-07-26 18:27:26,752 - mmaction - INFO - Epoch [56][520/3757] lr: 2.000e-03, eta: 1 day, 7:39:10, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5459, loss: 1.5459, grad_norm: 5.4244 2020-07-26 18:27:40,228 - mmaction - INFO - Epoch [56][540/3757] lr: 2.000e-03, eta: 1 day, 7:38:57, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.2912 2020-07-26 18:27:53,813 - mmaction - INFO - Epoch [56][560/3757] lr: 2.000e-03, eta: 1 day, 7:38:43, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.2484 2020-07-26 18:28:07,461 - mmaction - INFO - Epoch [56][580/3757] lr: 2.000e-03, eta: 1 day, 7:38:30, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.3630 2020-07-26 18:28:21,285 - mmaction - INFO - Epoch [56][600/3757] lr: 2.000e-03, eta: 1 day, 7:38:17, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4178, loss: 1.4178, grad_norm: 5.2168 2020-07-26 18:28:34,814 - mmaction - INFO - Epoch [56][620/3757] lr: 2.000e-03, eta: 1 day, 7:38:03, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.0803 2020-07-26 18:28:48,294 - mmaction - INFO - Epoch [56][640/3757] lr: 2.000e-03, eta: 1 day, 7:37:50, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4362, loss: 1.4362, grad_norm: 5.2369 2020-07-26 18:29:01,990 - mmaction - INFO - Epoch [56][660/3757] lr: 2.000e-03, eta: 1 day, 7:37:36, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5094, loss: 1.5094, grad_norm: 5.3683 2020-07-26 18:29:15,386 - mmaction - INFO - Epoch [56][680/3757] lr: 2.000e-03, eta: 1 day, 7:37:23, time: 0.669, data_time: 0.003, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.3079 2020-07-26 18:29:29,237 - mmaction - INFO - Epoch [56][700/3757] lr: 2.000e-03, eta: 1 day, 7:37:09, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3785, loss: 1.3785, grad_norm: 5.1961 2020-07-26 18:29:43,003 - mmaction - INFO - Epoch [56][720/3757] lr: 2.000e-03, eta: 1 day, 7:36:56, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4644, loss: 1.4644, grad_norm: 5.2410 2020-07-26 18:29:57,290 - mmaction - INFO - Epoch [56][740/3757] lr: 2.000e-03, eta: 1 day, 7:36:43, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.4122 2020-07-26 18:30:10,863 - mmaction - INFO - Epoch [56][760/3757] lr: 2.000e-03, eta: 1 day, 7:36:30, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4592, loss: 1.4592, grad_norm: 5.2728 2020-07-26 18:30:24,659 - mmaction - INFO - Epoch [56][780/3757] lr: 2.000e-03, eta: 1 day, 7:36:16, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5129, loss: 1.5129, grad_norm: 5.2585 2020-07-26 18:30:39,453 - mmaction - INFO - Epoch [56][800/3757] lr: 2.000e-03, eta: 1 day, 7:36:04, time: 0.737, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.2700 2020-07-26 18:30:53,215 - mmaction - INFO - Epoch [56][820/3757] lr: 2.000e-03, eta: 1 day, 7:35:50, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.4976 2020-07-26 18:31:07,058 - mmaction - INFO - Epoch [56][840/3757] lr: 2.000e-03, eta: 1 day, 7:35:37, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.1264 2020-07-26 18:31:20,088 - mmaction - INFO - Epoch [56][860/3757] lr: 2.000e-03, eta: 1 day, 7:35:23, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.1606 2020-07-26 18:31:33,295 - mmaction - INFO - Epoch [56][880/3757] lr: 2.000e-03, eta: 1 day, 7:35:10, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4043, loss: 1.4043, grad_norm: 5.2903 2020-07-26 18:31:46,709 - mmaction - INFO - Epoch [56][900/3757] lr: 2.000e-03, eta: 1 day, 7:34:56, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4479, loss: 1.4479, grad_norm: 5.1346 2020-07-26 18:32:00,698 - mmaction - INFO - Epoch [56][920/3757] lr: 2.000e-03, eta: 1 day, 7:34:43, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.2420 2020-07-26 18:32:14,334 - mmaction - INFO - Epoch [56][940/3757] lr: 2.000e-03, eta: 1 day, 7:34:29, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.4250, loss: 1.4250, grad_norm: 5.3324 2020-07-26 18:32:27,591 - mmaction - INFO - Epoch [56][960/3757] lr: 2.000e-03, eta: 1 day, 7:34:16, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.4926, loss: 1.4926, grad_norm: 5.3360 2020-07-26 18:32:41,542 - mmaction - INFO - Epoch [56][980/3757] lr: 2.000e-03, eta: 1 day, 7:34:02, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.1919 2020-07-26 18:32:55,234 - mmaction - INFO - Epoch [56][1000/3757] lr: 2.000e-03, eta: 1 day, 7:33:49, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.2374 2020-07-26 18:33:08,609 - mmaction - INFO - Epoch [56][1020/3757] lr: 2.000e-03, eta: 1 day, 7:33:35, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4315, loss: 1.4315, grad_norm: 5.1897 2020-07-26 18:33:22,222 - mmaction - INFO - Epoch [56][1040/3757] lr: 2.000e-03, eta: 1 day, 7:33:22, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.2108 2020-07-26 18:33:35,936 - mmaction - INFO - Epoch [56][1060/3757] lr: 2.000e-03, eta: 1 day, 7:33:09, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.1828 2020-07-26 18:33:49,575 - mmaction - INFO - Epoch [56][1080/3757] lr: 2.000e-03, eta: 1 day, 7:32:55, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4414, loss: 1.4414, grad_norm: 5.1899 2020-07-26 18:34:03,667 - mmaction - INFO - Epoch [56][1100/3757] lr: 2.000e-03, eta: 1 day, 7:32:42, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4390, loss: 1.4390, grad_norm: 5.3168 2020-07-26 18:34:17,020 - mmaction - INFO - Epoch [56][1120/3757] lr: 2.000e-03, eta: 1 day, 7:32:28, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5266, loss: 1.5266, grad_norm: 5.4317 2020-07-26 18:34:30,310 - mmaction - INFO - Epoch [56][1140/3757] lr: 2.000e-03, eta: 1 day, 7:32:15, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.3147 2020-07-26 18:34:44,618 - mmaction - INFO - Epoch [56][1160/3757] lr: 2.000e-03, eta: 1 day, 7:32:02, time: 0.716, data_time: 0.003, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.0876 2020-07-26 18:34:58,007 - mmaction - INFO - Epoch [56][1180/3757] lr: 2.000e-03, eta: 1 day, 7:31:48, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4415, loss: 1.4415, grad_norm: 5.2028 2020-07-26 18:35:12,119 - mmaction - INFO - Epoch [56][1200/3757] lr: 2.000e-03, eta: 1 day, 7:31:35, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4216, loss: 1.4216, grad_norm: 5.1324 2020-07-26 18:35:25,983 - mmaction - INFO - Epoch [56][1220/3757] lr: 2.000e-03, eta: 1 day, 7:31:22, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8359, loss_cls: 1.4375, loss: 1.4375, grad_norm: 5.3034 2020-07-26 18:35:40,199 - mmaction - INFO - Epoch [56][1240/3757] lr: 2.000e-03, eta: 1 day, 7:31:09, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.2533 2020-07-26 18:35:54,071 - mmaction - INFO - Epoch [56][1260/3757] lr: 2.000e-03, eta: 1 day, 7:30:56, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4606, loss: 1.4606, grad_norm: 5.1512 2020-07-26 18:36:07,799 - mmaction - INFO - Epoch [56][1280/3757] lr: 2.000e-03, eta: 1 day, 7:30:42, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.2614 2020-07-26 18:36:22,260 - mmaction - INFO - Epoch [56][1300/3757] lr: 2.000e-03, eta: 1 day, 7:30:30, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5849, loss: 1.5849, grad_norm: 5.4060 2020-07-26 18:36:35,629 - mmaction - INFO - Epoch [56][1320/3757] lr: 2.000e-03, eta: 1 day, 7:30:16, time: 0.671, data_time: 0.009, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.2181 2020-07-26 18:36:50,111 - mmaction - INFO - Epoch [56][1340/3757] lr: 2.000e-03, eta: 1 day, 7:30:03, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.4144, loss: 1.4144, grad_norm: 5.0894 2020-07-26 18:37:03,710 - mmaction - INFO - Epoch [56][1360/3757] lr: 2.000e-03, eta: 1 day, 7:29:50, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8594, loss_cls: 1.4533, loss: 1.4533, grad_norm: 5.3127 2020-07-26 18:37:17,201 - mmaction - INFO - Epoch [56][1380/3757] lr: 2.000e-03, eta: 1 day, 7:29:36, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8297, loss_cls: 1.4460, loss: 1.4460, grad_norm: 5.2123 2020-07-26 18:37:31,345 - mmaction - INFO - Epoch [56][1400/3757] lr: 2.000e-03, eta: 1 day, 7:29:23, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4790, loss: 1.4790, grad_norm: 5.2724 2020-07-26 18:37:44,440 - mmaction - INFO - Epoch [56][1420/3757] lr: 2.000e-03, eta: 1 day, 7:29:09, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4773, loss: 1.4773, grad_norm: 5.1390 2020-07-26 18:37:58,632 - mmaction - INFO - Epoch [56][1440/3757] lr: 2.000e-03, eta: 1 day, 7:28:56, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.4736 2020-07-26 18:38:11,727 - mmaction - INFO - Epoch [56][1460/3757] lr: 2.000e-03, eta: 1 day, 7:28:42, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.2727 2020-07-26 18:38:25,411 - mmaction - INFO - Epoch [56][1480/3757] lr: 2.000e-03, eta: 1 day, 7:28:29, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5143, loss: 1.5143, grad_norm: 5.2621 2020-07-26 18:38:38,656 - mmaction - INFO - Epoch [56][1500/3757] lr: 2.000e-03, eta: 1 day, 7:28:15, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5082, loss: 1.5082, grad_norm: 5.1826 2020-07-26 18:38:53,087 - mmaction - INFO - Epoch [56][1520/3757] lr: 2.000e-03, eta: 1 day, 7:28:03, time: 0.724, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4202, loss: 1.4202, grad_norm: 5.2048 2020-07-26 18:39:06,206 - mmaction - INFO - Epoch [56][1540/3757] lr: 2.000e-03, eta: 1 day, 7:27:49, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5009, loss: 1.5009, grad_norm: 5.2759 2020-07-26 18:39:19,513 - mmaction - INFO - Epoch [56][1560/3757] lr: 2.000e-03, eta: 1 day, 7:27:35, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4546, loss: 1.4546, grad_norm: 5.1898 2020-07-26 18:39:33,814 - mmaction - INFO - Epoch [56][1580/3757] lr: 2.000e-03, eta: 1 day, 7:27:22, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.4133 2020-07-26 18:39:47,339 - mmaction - INFO - Epoch [56][1600/3757] lr: 2.000e-03, eta: 1 day, 7:27:09, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.1771 2020-07-26 18:40:02,302 - mmaction - INFO - Epoch [56][1620/3757] lr: 2.000e-03, eta: 1 day, 7:26:56, time: 0.748, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4100, loss: 1.4100, grad_norm: 5.0169 2020-07-26 18:40:15,237 - mmaction - INFO - Epoch [56][1640/3757] lr: 2.000e-03, eta: 1 day, 7:26:42, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.4892 2020-07-26 18:40:28,455 - mmaction - INFO - Epoch [56][1660/3757] lr: 2.000e-03, eta: 1 day, 7:26:28, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4458, loss: 1.4458, grad_norm: 5.1978 2020-07-26 18:40:42,148 - mmaction - INFO - Epoch [56][1680/3757] lr: 2.000e-03, eta: 1 day, 7:26:15, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5597, loss: 1.5597, grad_norm: 5.2760 2020-07-26 18:40:57,377 - mmaction - INFO - Epoch [56][1700/3757] lr: 2.000e-03, eta: 1 day, 7:26:03, time: 0.760, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.4716, loss: 1.4716, grad_norm: 5.3341 2020-07-26 18:41:10,502 - mmaction - INFO - Epoch [56][1720/3757] lr: 2.000e-03, eta: 1 day, 7:25:49, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.2511 2020-07-26 18:41:24,504 - mmaction - INFO - Epoch [56][1740/3757] lr: 2.000e-03, eta: 1 day, 7:25:36, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.1943 2020-07-26 18:41:38,322 - mmaction - INFO - Epoch [56][1760/3757] lr: 2.000e-03, eta: 1 day, 7:25:23, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.3312 2020-07-26 18:41:52,786 - mmaction - INFO - Epoch [56][1780/3757] lr: 2.000e-03, eta: 1 day, 7:25:10, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8328, loss_cls: 1.4999, loss: 1.4999, grad_norm: 5.3738 2020-07-26 18:42:06,225 - mmaction - INFO - Epoch [56][1800/3757] lr: 2.000e-03, eta: 1 day, 7:24:56, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4565, loss: 1.4565, grad_norm: 5.3020 2020-07-26 18:42:20,759 - mmaction - INFO - Epoch [56][1820/3757] lr: 2.000e-03, eta: 1 day, 7:24:44, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4769, loss: 1.4769, grad_norm: 5.2333 2020-07-26 18:42:35,020 - mmaction - INFO - Epoch [56][1840/3757] lr: 2.000e-03, eta: 1 day, 7:24:31, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8469, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.4234 2020-07-26 18:42:48,470 - mmaction - INFO - Epoch [56][1860/3757] lr: 2.000e-03, eta: 1 day, 7:24:17, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.4414, loss: 1.4414, grad_norm: 5.2409 2020-07-26 18:43:03,181 - mmaction - INFO - Epoch [56][1880/3757] lr: 2.000e-03, eta: 1 day, 7:24:04, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4048, loss: 1.4048, grad_norm: 5.1982 2020-07-26 18:43:16,029 - mmaction - INFO - Epoch [56][1900/3757] lr: 2.000e-03, eta: 1 day, 7:23:50, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5783, loss: 1.5783, grad_norm: 5.4484 2020-07-26 18:43:30,798 - mmaction - INFO - Epoch [56][1920/3757] lr: 2.000e-03, eta: 1 day, 7:23:38, time: 0.739, data_time: 0.004, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.3721 2020-07-26 18:43:44,339 - mmaction - INFO - Epoch [56][1940/3757] lr: 2.000e-03, eta: 1 day, 7:23:24, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4213, loss: 1.4213, grad_norm: 5.2196 2020-07-26 18:43:57,611 - mmaction - INFO - Epoch [56][1960/3757] lr: 2.000e-03, eta: 1 day, 7:23:11, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4256, loss: 1.4256, grad_norm: 5.1742 2020-07-26 18:44:11,405 - mmaction - INFO - Epoch [56][1980/3757] lr: 2.000e-03, eta: 1 day, 7:22:57, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8336, loss_cls: 1.4979, loss: 1.4979, grad_norm: 5.4663 2020-07-26 18:44:24,607 - mmaction - INFO - Epoch [56][2000/3757] lr: 2.000e-03, eta: 1 day, 7:22:44, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8359, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.2366 2020-07-26 18:44:38,199 - mmaction - INFO - Epoch [56][2020/3757] lr: 2.000e-03, eta: 1 day, 7:22:30, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4857, loss: 1.4857, grad_norm: 5.4294 2020-07-26 18:44:51,669 - mmaction - INFO - Epoch [56][2040/3757] lr: 2.000e-03, eta: 1 day, 7:22:17, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.2694 2020-07-26 18:45:05,963 - mmaction - INFO - Epoch [56][2060/3757] lr: 2.000e-03, eta: 1 day, 7:22:04, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4228, loss: 1.4228, grad_norm: 5.2486 2020-07-26 18:45:18,940 - mmaction - INFO - Epoch [56][2080/3757] lr: 2.000e-03, eta: 1 day, 7:21:50, time: 0.649, data_time: 0.003, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.4620 2020-07-26 18:45:33,666 - mmaction - INFO - Epoch [56][2100/3757] lr: 2.000e-03, eta: 1 day, 7:21:37, time: 0.731, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4552, loss: 1.4552, grad_norm: 5.3319 2020-07-26 18:45:48,360 - mmaction - INFO - Epoch [56][2120/3757] lr: 2.000e-03, eta: 1 day, 7:21:24, time: 0.739, data_time: 0.008, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4988, loss: 1.4988, grad_norm: 5.3844 2020-07-26 18:46:01,573 - mmaction - INFO - Epoch [56][2140/3757] lr: 2.000e-03, eta: 1 day, 7:21:11, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4310, loss: 1.4310, grad_norm: 5.3506 2020-07-26 18:46:15,965 - mmaction - INFO - Epoch [56][2160/3757] lr: 2.000e-03, eta: 1 day, 7:20:58, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.5074, loss: 1.5074, grad_norm: 5.4414 2020-07-26 18:46:28,932 - mmaction - INFO - Epoch [56][2180/3757] lr: 2.000e-03, eta: 1 day, 7:20:44, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4099, loss: 1.4099, grad_norm: 4.9787 2020-07-26 18:46:42,743 - mmaction - INFO - Epoch [56][2200/3757] lr: 2.000e-03, eta: 1 day, 7:20:31, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4528, loss: 1.4528, grad_norm: 5.2707 2020-07-26 18:46:56,593 - mmaction - INFO - Epoch [56][2220/3757] lr: 2.000e-03, eta: 1 day, 7:20:17, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4400, loss: 1.4400, grad_norm: 5.2861 2020-07-26 18:47:10,218 - mmaction - INFO - Epoch [56][2240/3757] lr: 2.000e-03, eta: 1 day, 7:20:04, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4291, loss: 1.4291, grad_norm: 5.2979 2020-07-26 18:47:23,627 - mmaction - INFO - Epoch [56][2260/3757] lr: 2.000e-03, eta: 1 day, 7:19:50, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4663, loss: 1.4663, grad_norm: 5.1242 2020-07-26 18:47:36,983 - mmaction - INFO - Epoch [56][2280/3757] lr: 2.000e-03, eta: 1 day, 7:19:37, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.2128 2020-07-26 18:47:50,690 - mmaction - INFO - Epoch [56][2300/3757] lr: 2.000e-03, eta: 1 day, 7:19:23, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.2351 2020-07-26 18:48:04,248 - mmaction - INFO - Epoch [56][2320/3757] lr: 2.000e-03, eta: 1 day, 7:19:10, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.5127, loss: 1.5127, grad_norm: 5.3952 2020-07-26 18:48:17,960 - mmaction - INFO - Epoch [56][2340/3757] lr: 2.000e-03, eta: 1 day, 7:18:56, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.2223 2020-07-26 18:48:32,316 - mmaction - INFO - Epoch [56][2360/3757] lr: 2.000e-03, eta: 1 day, 7:18:44, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4048, loss: 1.4048, grad_norm: 5.2427 2020-07-26 18:48:46,327 - mmaction - INFO - Epoch [56][2380/3757] lr: 2.000e-03, eta: 1 day, 7:18:30, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.3400 2020-07-26 18:48:59,480 - mmaction - INFO - Epoch [56][2400/3757] lr: 2.000e-03, eta: 1 day, 7:18:17, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5034, loss: 1.5034, grad_norm: 5.3014 2020-07-26 18:49:13,027 - mmaction - INFO - Epoch [56][2420/3757] lr: 2.000e-03, eta: 1 day, 7:18:03, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3968, loss: 1.3968, grad_norm: 5.1111 2020-07-26 18:49:26,898 - mmaction - INFO - Epoch [56][2440/3757] lr: 2.000e-03, eta: 1 day, 7:17:50, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.1934 2020-07-26 18:49:40,937 - mmaction - INFO - Epoch [56][2460/3757] lr: 2.000e-03, eta: 1 day, 7:17:37, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.1372 2020-07-26 18:49:54,904 - mmaction - INFO - Epoch [56][2480/3757] lr: 2.000e-03, eta: 1 day, 7:17:23, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8609, loss_cls: 1.4274, loss: 1.4274, grad_norm: 5.1930 2020-07-26 18:50:08,132 - mmaction - INFO - Epoch [56][2500/3757] lr: 2.000e-03, eta: 1 day, 7:17:10, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4341, loss: 1.4341, grad_norm: 5.2531 2020-07-26 18:50:22,533 - mmaction - INFO - Epoch [56][2520/3757] lr: 2.000e-03, eta: 1 day, 7:16:57, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.3276 2020-07-26 18:50:35,761 - mmaction - INFO - Epoch [56][2540/3757] lr: 2.000e-03, eta: 1 day, 7:16:43, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.4912, loss: 1.4912, grad_norm: 5.3351 2020-07-26 18:50:49,800 - mmaction - INFO - Epoch [56][2560/3757] lr: 2.000e-03, eta: 1 day, 7:16:30, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.5658 2020-07-26 18:51:02,790 - mmaction - INFO - Epoch [56][2580/3757] lr: 2.000e-03, eta: 1 day, 7:16:16, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.1391 2020-07-26 18:51:17,254 - mmaction - INFO - Epoch [56][2600/3757] lr: 2.000e-03, eta: 1 day, 7:16:03, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.1303 2020-07-26 18:51:30,127 - mmaction - INFO - Epoch [56][2620/3757] lr: 2.000e-03, eta: 1 day, 7:15:49, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.3209 2020-07-26 18:51:44,023 - mmaction - INFO - Epoch [56][2640/3757] lr: 2.000e-03, eta: 1 day, 7:15:36, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4896, loss: 1.4896, grad_norm: 5.4527 2020-07-26 18:51:57,566 - mmaction - INFO - Epoch [56][2660/3757] lr: 2.000e-03, eta: 1 day, 7:15:23, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.2907 2020-07-26 18:52:11,351 - mmaction - INFO - Epoch [56][2680/3757] lr: 2.000e-03, eta: 1 day, 7:15:09, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5382, loss: 1.5382, grad_norm: 5.2552 2020-07-26 18:52:24,892 - mmaction - INFO - Epoch [56][2700/3757] lr: 2.000e-03, eta: 1 day, 7:14:56, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.2773 2020-07-26 18:52:39,627 - mmaction - INFO - Epoch [56][2720/3757] lr: 2.000e-03, eta: 1 day, 7:14:43, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.1869 2020-07-26 18:52:52,838 - mmaction - INFO - Epoch [56][2740/3757] lr: 2.000e-03, eta: 1 day, 7:14:29, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5114, loss: 1.5114, grad_norm: 5.3199 2020-07-26 18:53:06,853 - mmaction - INFO - Epoch [56][2760/3757] lr: 2.000e-03, eta: 1 day, 7:14:16, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.2562 2020-07-26 18:53:20,255 - mmaction - INFO - Epoch [56][2780/3757] lr: 2.000e-03, eta: 1 day, 7:14:03, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.6092, loss: 1.6092, grad_norm: 5.3174 2020-07-26 18:53:34,248 - mmaction - INFO - Epoch [56][2800/3757] lr: 2.000e-03, eta: 1 day, 7:13:50, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.4387, loss: 1.4387, grad_norm: 5.2782 2020-07-26 18:53:48,611 - mmaction - INFO - Epoch [56][2820/3757] lr: 2.000e-03, eta: 1 day, 7:13:37, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4823, loss: 1.4823, grad_norm: 5.3188 2020-07-26 18:54:02,128 - mmaction - INFO - Epoch [56][2840/3757] lr: 2.000e-03, eta: 1 day, 7:13:23, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.3254 2020-07-26 18:54:16,070 - mmaction - INFO - Epoch [56][2860/3757] lr: 2.000e-03, eta: 1 day, 7:13:10, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.4517 2020-07-26 18:54:29,413 - mmaction - INFO - Epoch [56][2880/3757] lr: 2.000e-03, eta: 1 day, 7:12:56, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.1069 2020-07-26 18:54:42,754 - mmaction - INFO - Epoch [56][2900/3757] lr: 2.000e-03, eta: 1 day, 7:12:43, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.3231 2020-07-26 18:54:57,225 - mmaction - INFO - Epoch [56][2920/3757] lr: 2.000e-03, eta: 1 day, 7:12:30, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.3182 2020-07-26 18:55:11,395 - mmaction - INFO - Epoch [56][2940/3757] lr: 2.000e-03, eta: 1 day, 7:12:17, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.5010, loss: 1.5010, grad_norm: 5.3697 2020-07-26 18:55:24,674 - mmaction - INFO - Epoch [56][2960/3757] lr: 2.000e-03, eta: 1 day, 7:12:03, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4260, loss: 1.4260, grad_norm: 5.2055 2020-07-26 18:55:37,705 - mmaction - INFO - Epoch [56][2980/3757] lr: 2.000e-03, eta: 1 day, 7:11:49, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.2598 2020-07-26 18:55:52,405 - mmaction - INFO - Epoch [56][3000/3757] lr: 2.000e-03, eta: 1 day, 7:11:37, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.1336 2020-07-26 18:56:05,670 - mmaction - INFO - Epoch [56][3020/3757] lr: 2.000e-03, eta: 1 day, 7:11:23, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.2878 2020-07-26 18:56:19,282 - mmaction - INFO - Epoch [56][3040/3757] lr: 2.000e-03, eta: 1 day, 7:11:09, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4007, loss: 1.4007, grad_norm: 5.1524 2020-07-26 18:56:33,817 - mmaction - INFO - Epoch [56][3060/3757] lr: 2.000e-03, eta: 1 day, 7:10:57, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4557, loss: 1.4557, grad_norm: 5.2620 2020-07-26 18:56:47,742 - mmaction - INFO - Epoch [56][3080/3757] lr: 2.000e-03, eta: 1 day, 7:10:43, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.2519 2020-07-26 18:57:00,823 - mmaction - INFO - Epoch [56][3100/3757] lr: 2.000e-03, eta: 1 day, 7:10:30, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5225, loss: 1.5225, grad_norm: 5.3141 2020-07-26 18:57:15,654 - mmaction - INFO - Epoch [56][3120/3757] lr: 2.000e-03, eta: 1 day, 7:10:17, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4349, loss: 1.4349, grad_norm: 5.2680 2020-07-26 18:57:28,609 - mmaction - INFO - Epoch [56][3140/3757] lr: 2.000e-03, eta: 1 day, 7:10:03, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4547, loss: 1.4547, grad_norm: 5.3886 2020-07-26 18:57:42,921 - mmaction - INFO - Epoch [56][3160/3757] lr: 2.000e-03, eta: 1 day, 7:09:50, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.3761 2020-07-26 18:57:57,121 - mmaction - INFO - Epoch [56][3180/3757] lr: 2.000e-03, eta: 1 day, 7:09:37, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.2038 2020-07-26 18:58:10,680 - mmaction - INFO - Epoch [56][3200/3757] lr: 2.000e-03, eta: 1 day, 7:09:24, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8547, loss_cls: 1.4448, loss: 1.4448, grad_norm: 5.3093 2020-07-26 18:58:24,699 - mmaction - INFO - Epoch [56][3220/3757] lr: 2.000e-03, eta: 1 day, 7:09:11, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4516, loss: 1.4516, grad_norm: 5.1652 2020-07-26 18:58:38,457 - mmaction - INFO - Epoch [56][3240/3757] lr: 2.000e-03, eta: 1 day, 7:08:57, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.3231 2020-07-26 18:58:52,001 - mmaction - INFO - Epoch [56][3260/3757] lr: 2.000e-03, eta: 1 day, 7:08:44, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.2385 2020-07-26 18:59:05,246 - mmaction - INFO - Epoch [56][3280/3757] lr: 2.000e-03, eta: 1 day, 7:08:30, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.2334 2020-07-26 18:59:19,381 - mmaction - INFO - Epoch [56][3300/3757] lr: 2.000e-03, eta: 1 day, 7:08:17, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4226, loss: 1.4226, grad_norm: 5.1656 2020-07-26 18:59:33,316 - mmaction - INFO - Epoch [56][3320/3757] lr: 2.000e-03, eta: 1 day, 7:08:04, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8148, loss_cls: 1.5649, loss: 1.5649, grad_norm: 5.2964 2020-07-26 18:59:46,558 - mmaction - INFO - Epoch [56][3340/3757] lr: 2.000e-03, eta: 1 day, 7:07:50, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3795, loss: 1.3795, grad_norm: 5.1030 2020-07-26 19:00:01,255 - mmaction - INFO - Epoch [56][3360/3757] lr: 2.000e-03, eta: 1 day, 7:07:37, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4605, loss: 1.4605, grad_norm: 5.3062 2020-07-26 19:00:17,373 - mmaction - INFO - Epoch [56][3380/3757] lr: 2.000e-03, eta: 1 day, 7:07:26, time: 0.804, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.3770 2020-07-26 19:00:30,711 - mmaction - INFO - Epoch [56][3400/3757] lr: 2.000e-03, eta: 1 day, 7:07:12, time: 0.668, data_time: 0.014, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4526, loss: 1.4526, grad_norm: 5.3832 2020-07-26 19:00:43,832 - mmaction - INFO - Epoch [56][3420/3757] lr: 2.000e-03, eta: 1 day, 7:06:58, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6180, top5_acc: 0.8359, loss_cls: 1.5375, loss: 1.5375, grad_norm: 5.4659 2020-07-26 19:00:57,371 - mmaction - INFO - Epoch [56][3440/3757] lr: 2.000e-03, eta: 1 day, 7:06:45, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.4203 2020-07-26 19:01:10,999 - mmaction - INFO - Epoch [56][3460/3757] lr: 2.000e-03, eta: 1 day, 7:06:31, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.0506 2020-07-26 19:01:24,532 - mmaction - INFO - Epoch [56][3480/3757] lr: 2.000e-03, eta: 1 day, 7:06:18, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.2993 2020-07-26 19:01:37,822 - mmaction - INFO - Epoch [56][3500/3757] lr: 2.000e-03, eta: 1 day, 7:06:04, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5195, loss: 1.5195, grad_norm: 5.2958 2020-07-26 19:01:51,546 - mmaction - INFO - Epoch [56][3520/3757] lr: 2.000e-03, eta: 1 day, 7:05:51, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3759, loss: 1.3759, grad_norm: 5.2174 2020-07-26 19:02:05,759 - mmaction - INFO - Epoch [56][3540/3757] lr: 2.000e-03, eta: 1 day, 7:05:38, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4108, loss: 1.4108, grad_norm: 5.1482 2020-07-26 19:02:19,577 - mmaction - INFO - Epoch [56][3560/3757] lr: 2.000e-03, eta: 1 day, 7:05:25, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4752, loss: 1.4752, grad_norm: 5.3463 2020-07-26 19:02:32,999 - mmaction - INFO - Epoch [56][3580/3757] lr: 2.000e-03, eta: 1 day, 7:05:11, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.4061 2020-07-26 19:02:46,790 - mmaction - INFO - Epoch [56][3600/3757] lr: 2.000e-03, eta: 1 day, 7:04:58, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4480, loss: 1.4480, grad_norm: 5.2682 2020-07-26 19:03:00,630 - mmaction - INFO - Epoch [56][3620/3757] lr: 2.000e-03, eta: 1 day, 7:04:44, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4844, loss: 1.4844, grad_norm: 5.3716 2020-07-26 19:03:14,457 - mmaction - INFO - Epoch [56][3640/3757] lr: 2.000e-03, eta: 1 day, 7:04:31, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8555, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.3043 2020-07-26 19:03:28,229 - mmaction - INFO - Epoch [56][3660/3757] lr: 2.000e-03, eta: 1 day, 7:04:18, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.2913 2020-07-26 19:03:42,178 - mmaction - INFO - Epoch [56][3680/3757] lr: 2.000e-03, eta: 1 day, 7:04:05, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4891, loss: 1.4891, grad_norm: 5.3422 2020-07-26 19:03:55,675 - mmaction - INFO - Epoch [56][3700/3757] lr: 2.000e-03, eta: 1 day, 7:03:51, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.1778 2020-07-26 19:04:09,676 - mmaction - INFO - Epoch [56][3720/3757] lr: 2.000e-03, eta: 1 day, 7:03:38, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4755, loss: 1.4755, grad_norm: 5.2238 2020-07-26 19:04:24,027 - mmaction - INFO - Epoch [56][3740/3757] lr: 2.000e-03, eta: 1 day, 7:03:25, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5455, loss: 1.5455, grad_norm: 5.4191 2020-07-26 19:04:36,210 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-26 19:05:03,987 - mmaction - INFO - Epoch [57][20/3757] lr: 2.000e-03, eta: 1 day, 7:03:01, time: 1.296, data_time: 0.671, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4199, loss: 1.4199, grad_norm: 5.2924 2020-07-26 19:05:16,250 - mmaction - INFO - Epoch [57][40/3757] lr: 2.000e-03, eta: 1 day, 7:02:46, time: 0.614, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.2000 2020-07-26 19:05:29,344 - mmaction - INFO - Epoch [57][60/3757] lr: 2.000e-03, eta: 1 day, 7:02:32, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4205, loss: 1.4205, grad_norm: 5.2513 2020-07-26 19:05:44,250 - mmaction - INFO - Epoch [57][80/3757] lr: 2.000e-03, eta: 1 day, 7:02:20, time: 0.745, data_time: 0.002, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.2013 2020-07-26 19:05:57,198 - mmaction - INFO - Epoch [57][100/3757] lr: 2.000e-03, eta: 1 day, 7:02:06, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.2647 2020-07-26 19:06:11,870 - mmaction - INFO - Epoch [57][120/3757] lr: 2.000e-03, eta: 1 day, 7:01:53, time: 0.733, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4194, loss: 1.4194, grad_norm: 5.3400 2020-07-26 19:06:24,805 - mmaction - INFO - Epoch [57][140/3757] lr: 2.000e-03, eta: 1 day, 7:01:39, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.4772, loss: 1.4772, grad_norm: 5.2581 2020-07-26 19:06:38,515 - mmaction - INFO - Epoch [57][160/3757] lr: 2.000e-03, eta: 1 day, 7:01:26, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.2220 2020-07-26 19:06:51,876 - mmaction - INFO - Epoch [57][180/3757] lr: 2.000e-03, eta: 1 day, 7:01:12, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4509, loss: 1.4509, grad_norm: 5.2954 2020-07-26 19:07:05,994 - mmaction - INFO - Epoch [57][200/3757] lr: 2.000e-03, eta: 1 day, 7:00:59, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4816, loss: 1.4816, grad_norm: 5.3010 2020-07-26 19:07:20,483 - mmaction - INFO - Epoch [57][220/3757] lr: 2.000e-03, eta: 1 day, 7:00:46, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4203, loss: 1.4203, grad_norm: 5.3467 2020-07-26 19:07:35,132 - mmaction - INFO - Epoch [57][240/3757] lr: 2.000e-03, eta: 1 day, 7:00:34, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4237, loss: 1.4237, grad_norm: 5.2841 2020-07-26 19:07:48,062 - mmaction - INFO - Epoch [57][260/3757] lr: 2.000e-03, eta: 1 day, 7:00:20, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4266, loss: 1.4266, grad_norm: 5.2538 2020-07-26 19:08:01,787 - mmaction - INFO - Epoch [57][280/3757] lr: 2.000e-03, eta: 1 day, 7:00:06, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4048, loss: 1.4048, grad_norm: 5.3041 2020-07-26 19:08:16,508 - mmaction - INFO - Epoch [57][300/3757] lr: 2.000e-03, eta: 1 day, 6:59:54, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3803, loss: 1.3803, grad_norm: 5.1837 2020-07-26 19:08:30,795 - mmaction - INFO - Epoch [57][320/3757] lr: 2.000e-03, eta: 1 day, 6:59:41, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.3738 2020-07-26 19:08:44,315 - mmaction - INFO - Epoch [57][340/3757] lr: 2.000e-03, eta: 1 day, 6:59:27, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5187, loss: 1.5187, grad_norm: 5.4678 2020-07-26 19:08:57,762 - mmaction - INFO - Epoch [57][360/3757] lr: 2.000e-03, eta: 1 day, 6:59:14, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.5035, loss: 1.5035, grad_norm: 5.3557 2020-07-26 19:09:13,803 - mmaction - INFO - Epoch [57][380/3757] lr: 2.000e-03, eta: 1 day, 6:59:02, time: 0.802, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.3491 2020-07-26 19:09:27,465 - mmaction - INFO - Epoch [57][400/3757] lr: 2.000e-03, eta: 1 day, 6:58:49, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3664, loss: 1.3664, grad_norm: 5.1135 2020-07-26 19:09:40,982 - mmaction - INFO - Epoch [57][420/3757] lr: 2.000e-03, eta: 1 day, 6:58:35, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.3793 2020-07-26 19:09:54,459 - mmaction - INFO - Epoch [57][440/3757] lr: 2.000e-03, eta: 1 day, 6:58:22, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4236, loss: 1.4236, grad_norm: 5.3715 2020-07-26 19:10:07,914 - mmaction - INFO - Epoch [57][460/3757] lr: 2.000e-03, eta: 1 day, 6:58:08, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.4053 2020-07-26 19:10:22,545 - mmaction - INFO - Epoch [57][480/3757] lr: 2.000e-03, eta: 1 day, 6:57:55, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.2521 2020-07-26 19:10:36,215 - mmaction - INFO - Epoch [57][500/3757] lr: 2.000e-03, eta: 1 day, 6:57:42, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.1503 2020-07-26 19:10:49,774 - mmaction - INFO - Epoch [57][520/3757] lr: 2.000e-03, eta: 1 day, 6:57:28, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.4804 2020-07-26 19:11:04,303 - mmaction - INFO - Epoch [57][540/3757] lr: 2.000e-03, eta: 1 day, 6:57:16, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5454, loss: 1.5454, grad_norm: 5.3303 2020-07-26 19:11:17,540 - mmaction - INFO - Epoch [57][560/3757] lr: 2.000e-03, eta: 1 day, 6:57:02, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.2242 2020-07-26 19:11:32,784 - mmaction - INFO - Epoch [57][580/3757] lr: 2.000e-03, eta: 1 day, 6:56:50, time: 0.764, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4182, loss: 1.4182, grad_norm: 5.2095 2020-07-26 19:11:46,997 - mmaction - INFO - Epoch [57][600/3757] lr: 2.000e-03, eta: 1 day, 6:56:37, time: 0.710, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.4063, loss: 1.4063, grad_norm: 5.1008 2020-07-26 19:12:00,327 - mmaction - INFO - Epoch [57][620/3757] lr: 2.000e-03, eta: 1 day, 6:56:23, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.0891 2020-07-26 19:12:14,355 - mmaction - INFO - Epoch [57][640/3757] lr: 2.000e-03, eta: 1 day, 6:56:10, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4911, loss: 1.4911, grad_norm: 5.3729 2020-07-26 19:12:27,749 - mmaction - INFO - Epoch [57][660/3757] lr: 2.000e-03, eta: 1 day, 6:55:56, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4526, loss: 1.4526, grad_norm: 5.2978 2020-07-26 19:12:41,418 - mmaction - INFO - Epoch [57][680/3757] lr: 2.000e-03, eta: 1 day, 6:55:43, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.3013 2020-07-26 19:12:55,492 - mmaction - INFO - Epoch [57][700/3757] lr: 2.000e-03, eta: 1 day, 6:55:30, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4579, loss: 1.4579, grad_norm: 5.3797 2020-07-26 19:13:09,133 - mmaction - INFO - Epoch [57][720/3757] lr: 2.000e-03, eta: 1 day, 6:55:16, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4344, loss: 1.4344, grad_norm: 5.2363 2020-07-26 19:13:22,904 - mmaction - INFO - Epoch [57][740/3757] lr: 2.000e-03, eta: 1 day, 6:55:03, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.3950 2020-07-26 19:13:36,714 - mmaction - INFO - Epoch [57][760/3757] lr: 2.000e-03, eta: 1 day, 6:54:50, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4291, loss: 1.4291, grad_norm: 5.3106 2020-07-26 19:13:50,388 - mmaction - INFO - Epoch [57][780/3757] lr: 2.000e-03, eta: 1 day, 6:54:36, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4445, loss: 1.4445, grad_norm: 5.3411 2020-07-26 19:14:04,867 - mmaction - INFO - Epoch [57][800/3757] lr: 2.000e-03, eta: 1 day, 6:54:23, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8258, loss_cls: 1.4883, loss: 1.4883, grad_norm: 5.2733 2020-07-26 19:14:19,593 - mmaction - INFO - Epoch [57][820/3757] lr: 2.000e-03, eta: 1 day, 6:54:11, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.3326 2020-07-26 19:14:32,616 - mmaction - INFO - Epoch [57][840/3757] lr: 2.000e-03, eta: 1 day, 6:53:57, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.3751 2020-07-26 19:14:47,260 - mmaction - INFO - Epoch [57][860/3757] lr: 2.000e-03, eta: 1 day, 6:53:44, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.2555 2020-07-26 19:15:00,567 - mmaction - INFO - Epoch [57][880/3757] lr: 2.000e-03, eta: 1 day, 6:53:31, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.3759 2020-07-26 19:15:14,006 - mmaction - INFO - Epoch [57][900/3757] lr: 2.000e-03, eta: 1 day, 6:53:17, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3684, loss: 1.3684, grad_norm: 5.1241 2020-07-26 19:15:28,086 - mmaction - INFO - Epoch [57][920/3757] lr: 2.000e-03, eta: 1 day, 6:53:04, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.3624 2020-07-26 19:15:41,891 - mmaction - INFO - Epoch [57][940/3757] lr: 2.000e-03, eta: 1 day, 6:52:51, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8398, loss_cls: 1.5352, loss: 1.5352, grad_norm: 5.4908 2020-07-26 19:15:55,698 - mmaction - INFO - Epoch [57][960/3757] lr: 2.000e-03, eta: 1 day, 6:52:37, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.2469 2020-07-26 19:16:09,675 - mmaction - INFO - Epoch [57][980/3757] lr: 2.000e-03, eta: 1 day, 6:52:24, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.4501, loss: 1.4501, grad_norm: 5.2372 2020-07-26 19:16:23,102 - mmaction - INFO - Epoch [57][1000/3757] lr: 2.000e-03, eta: 1 day, 6:52:11, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4506, loss: 1.4506, grad_norm: 5.3085 2020-07-26 19:16:38,555 - mmaction - INFO - Epoch [57][1020/3757] lr: 2.000e-03, eta: 1 day, 6:51:59, time: 0.775, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4625, loss: 1.4625, grad_norm: 5.2951 2020-07-26 19:16:51,862 - mmaction - INFO - Epoch [57][1040/3757] lr: 2.000e-03, eta: 1 day, 6:51:45, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4148, loss: 1.4148, grad_norm: 5.3208 2020-07-26 19:17:05,333 - mmaction - INFO - Epoch [57][1060/3757] lr: 2.000e-03, eta: 1 day, 6:51:31, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.4512, loss: 1.4512, grad_norm: 5.3446 2020-07-26 19:17:19,566 - mmaction - INFO - Epoch [57][1080/3757] lr: 2.000e-03, eta: 1 day, 6:51:18, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8273, loss_cls: 1.5080, loss: 1.5080, grad_norm: 5.3672 2020-07-26 19:17:33,310 - mmaction - INFO - Epoch [57][1100/3757] lr: 2.000e-03, eta: 1 day, 6:51:05, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.0301 2020-07-26 19:17:47,072 - mmaction - INFO - Epoch [57][1120/3757] lr: 2.000e-03, eta: 1 day, 6:50:52, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.3179 2020-07-26 19:18:01,081 - mmaction - INFO - Epoch [57][1140/3757] lr: 2.000e-03, eta: 1 day, 6:50:38, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4463, loss: 1.4463, grad_norm: 5.3730 2020-07-26 19:18:14,293 - mmaction - INFO - Epoch [57][1160/3757] lr: 2.000e-03, eta: 1 day, 6:50:25, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.4053, loss: 1.4053, grad_norm: 5.1820 2020-07-26 19:18:28,027 - mmaction - INFO - Epoch [57][1180/3757] lr: 2.000e-03, eta: 1 day, 6:50:11, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4667, loss: 1.4667, grad_norm: 5.3171 2020-07-26 19:18:42,066 - mmaction - INFO - Epoch [57][1200/3757] lr: 2.000e-03, eta: 1 day, 6:49:58, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.4394, loss: 1.4394, grad_norm: 5.2289 2020-07-26 19:18:56,154 - mmaction - INFO - Epoch [57][1220/3757] lr: 2.000e-03, eta: 1 day, 6:49:45, time: 0.703, data_time: 0.001, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.2965 2020-07-26 19:19:09,842 - mmaction - INFO - Epoch [57][1240/3757] lr: 2.000e-03, eta: 1 day, 6:49:32, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.3446 2020-07-26 19:19:23,960 - mmaction - INFO - Epoch [57][1260/3757] lr: 2.000e-03, eta: 1 day, 6:49:19, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4053, loss: 1.4053, grad_norm: 5.3071 2020-07-26 19:19:37,333 - mmaction - INFO - Epoch [57][1280/3757] lr: 2.000e-03, eta: 1 day, 6:49:05, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.5588, loss: 1.5588, grad_norm: 5.4911 2020-07-26 19:19:50,682 - mmaction - INFO - Epoch [57][1300/3757] lr: 2.000e-03, eta: 1 day, 6:48:51, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4592, loss: 1.4592, grad_norm: 5.2615 2020-07-26 19:20:04,506 - mmaction - INFO - Epoch [57][1320/3757] lr: 2.000e-03, eta: 1 day, 6:48:38, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8539, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.3260 2020-07-26 19:20:17,957 - mmaction - INFO - Epoch [57][1340/3757] lr: 2.000e-03, eta: 1 day, 6:48:24, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.3579 2020-07-26 19:20:31,779 - mmaction - INFO - Epoch [57][1360/3757] lr: 2.000e-03, eta: 1 day, 6:48:11, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4900, loss: 1.4900, grad_norm: 5.5156 2020-07-26 19:20:45,622 - mmaction - INFO - Epoch [57][1380/3757] lr: 2.000e-03, eta: 1 day, 6:47:58, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3843, loss: 1.3843, grad_norm: 5.2120 2020-07-26 19:20:59,952 - mmaction - INFO - Epoch [57][1400/3757] lr: 2.000e-03, eta: 1 day, 6:47:45, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4372, loss: 1.4372, grad_norm: 5.3016 2020-07-26 19:21:13,688 - mmaction - INFO - Epoch [57][1420/3757] lr: 2.000e-03, eta: 1 day, 6:47:31, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6078, top5_acc: 0.8414, loss_cls: 1.5362, loss: 1.5362, grad_norm: 5.4972 2020-07-26 19:21:27,831 - mmaction - INFO - Epoch [57][1440/3757] lr: 2.000e-03, eta: 1 day, 6:47:18, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4122, loss: 1.4122, grad_norm: 5.2915 2020-07-26 19:21:42,448 - mmaction - INFO - Epoch [57][1460/3757] lr: 2.000e-03, eta: 1 day, 6:47:06, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.4810, loss: 1.4810, grad_norm: 5.4625 2020-07-26 19:21:55,897 - mmaction - INFO - Epoch [57][1480/3757] lr: 2.000e-03, eta: 1 day, 6:46:52, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.4302 2020-07-26 19:22:10,352 - mmaction - INFO - Epoch [57][1500/3757] lr: 2.000e-03, eta: 1 day, 6:46:39, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4755, loss: 1.4755, grad_norm: 5.3271 2020-07-26 19:22:23,724 - mmaction - INFO - Epoch [57][1520/3757] lr: 2.000e-03, eta: 1 day, 6:46:26, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.2132 2020-07-26 19:22:37,690 - mmaction - INFO - Epoch [57][1540/3757] lr: 2.000e-03, eta: 1 day, 6:46:13, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4542, loss: 1.4542, grad_norm: 5.3916 2020-07-26 19:22:51,947 - mmaction - INFO - Epoch [57][1560/3757] lr: 2.000e-03, eta: 1 day, 6:46:00, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4398, loss: 1.4398, grad_norm: 5.2758 2020-07-26 19:23:06,056 - mmaction - INFO - Epoch [57][1580/3757] lr: 2.000e-03, eta: 1 day, 6:45:46, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8344, loss_cls: 1.4545, loss: 1.4545, grad_norm: 5.1664 2020-07-26 19:23:19,296 - mmaction - INFO - Epoch [57][1600/3757] lr: 2.000e-03, eta: 1 day, 6:45:33, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.4378 2020-07-26 19:23:33,875 - mmaction - INFO - Epoch [57][1620/3757] lr: 2.000e-03, eta: 1 day, 6:45:20, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.3858, loss: 1.3858, grad_norm: 5.1419 2020-07-26 19:23:47,705 - mmaction - INFO - Epoch [57][1640/3757] lr: 2.000e-03, eta: 1 day, 6:45:07, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.2876 2020-07-26 19:24:02,640 - mmaction - INFO - Epoch [57][1660/3757] lr: 2.000e-03, eta: 1 day, 6:44:54, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.3139 2020-07-26 19:24:16,253 - mmaction - INFO - Epoch [57][1680/3757] lr: 2.000e-03, eta: 1 day, 6:44:41, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4825, loss: 1.4825, grad_norm: 5.2565 2020-07-26 19:24:29,973 - mmaction - INFO - Epoch [57][1700/3757] lr: 2.000e-03, eta: 1 day, 6:44:27, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.4905, loss: 1.4905, grad_norm: 5.3410 2020-07-26 19:24:43,917 - mmaction - INFO - Epoch [57][1720/3757] lr: 2.000e-03, eta: 1 day, 6:44:14, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.4726 2020-07-26 19:24:58,256 - mmaction - INFO - Epoch [57][1740/3757] lr: 2.000e-03, eta: 1 day, 6:44:01, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.1294 2020-07-26 19:25:12,961 - mmaction - INFO - Epoch [57][1760/3757] lr: 2.000e-03, eta: 1 day, 6:43:49, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.3557 2020-07-26 19:25:26,424 - mmaction - INFO - Epoch [57][1780/3757] lr: 2.000e-03, eta: 1 day, 6:43:35, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5297, loss: 1.5297, grad_norm: 5.5600 2020-07-26 19:25:41,095 - mmaction - INFO - Epoch [57][1800/3757] lr: 2.000e-03, eta: 1 day, 6:43:22, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.1813 2020-07-26 19:25:54,313 - mmaction - INFO - Epoch [57][1820/3757] lr: 2.000e-03, eta: 1 day, 6:43:09, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3981, loss: 1.3981, grad_norm: 5.1794 2020-07-26 19:26:08,768 - mmaction - INFO - Epoch [57][1840/3757] lr: 2.000e-03, eta: 1 day, 6:42:56, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4637, loss: 1.4637, grad_norm: 5.4118 2020-07-26 19:26:22,155 - mmaction - INFO - Epoch [57][1860/3757] lr: 2.000e-03, eta: 1 day, 6:42:42, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.3376 2020-07-26 19:26:37,177 - mmaction - INFO - Epoch [57][1880/3757] lr: 2.000e-03, eta: 1 day, 6:42:30, time: 0.749, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4468, loss: 1.4468, grad_norm: 5.3474 2020-07-26 19:26:50,953 - mmaction - INFO - Epoch [57][1900/3757] lr: 2.000e-03, eta: 1 day, 6:42:17, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3971, loss: 1.3971, grad_norm: 5.2111 2020-07-26 19:27:05,871 - mmaction - INFO - Epoch [57][1920/3757] lr: 2.000e-03, eta: 1 day, 6:42:04, time: 0.746, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8352, loss_cls: 1.4524, loss: 1.4524, grad_norm: 5.2834 2020-07-26 19:27:19,095 - mmaction - INFO - Epoch [57][1940/3757] lr: 2.000e-03, eta: 1 day, 6:41:50, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.4354 2020-07-26 19:27:32,469 - mmaction - INFO - Epoch [57][1960/3757] lr: 2.000e-03, eta: 1 day, 6:41:37, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8445, loss_cls: 1.5000, loss: 1.5000, grad_norm: 5.3784 2020-07-26 19:27:47,559 - mmaction - INFO - Epoch [57][1980/3757] lr: 2.000e-03, eta: 1 day, 6:41:24, time: 0.753, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.4621, loss: 1.4621, grad_norm: 5.1438 2020-07-26 19:28:00,755 - mmaction - INFO - Epoch [57][2000/3757] lr: 2.000e-03, eta: 1 day, 6:41:11, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8352, loss_cls: 1.4685, loss: 1.4685, grad_norm: 5.2380 2020-07-26 19:28:14,967 - mmaction - INFO - Epoch [57][2020/3757] lr: 2.000e-03, eta: 1 day, 6:40:58, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.3089 2020-07-26 19:28:28,683 - mmaction - INFO - Epoch [57][2040/3757] lr: 2.000e-03, eta: 1 day, 6:40:44, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3805, loss: 1.3805, grad_norm: 5.3371 2020-07-26 19:28:42,716 - mmaction - INFO - Epoch [57][2060/3757] lr: 2.000e-03, eta: 1 day, 6:40:31, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.4899, loss: 1.4899, grad_norm: 5.3987 2020-07-26 19:28:57,295 - mmaction - INFO - Epoch [57][2080/3757] lr: 2.000e-03, eta: 1 day, 6:40:18, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5112, loss: 1.5112, grad_norm: 5.4800 2020-07-26 19:29:11,386 - mmaction - INFO - Epoch [57][2100/3757] lr: 2.000e-03, eta: 1 day, 6:40:05, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4779, loss: 1.4779, grad_norm: 5.2045 2020-07-26 19:29:24,639 - mmaction - INFO - Epoch [57][2120/3757] lr: 2.000e-03, eta: 1 day, 6:39:51, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.2714 2020-07-26 19:29:39,562 - mmaction - INFO - Epoch [57][2140/3757] lr: 2.000e-03, eta: 1 day, 6:39:39, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.3758 2020-07-26 19:29:53,619 - mmaction - INFO - Epoch [57][2160/3757] lr: 2.000e-03, eta: 1 day, 6:39:26, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5221, loss: 1.5221, grad_norm: 5.4151 2020-07-26 19:30:07,458 - mmaction - INFO - Epoch [57][2180/3757] lr: 2.000e-03, eta: 1 day, 6:39:13, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8508, loss_cls: 1.4569, loss: 1.4569, grad_norm: 5.4486 2020-07-26 19:30:20,788 - mmaction - INFO - Epoch [57][2200/3757] lr: 2.000e-03, eta: 1 day, 6:38:59, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3788, loss: 1.3788, grad_norm: 5.2875 2020-07-26 19:30:34,593 - mmaction - INFO - Epoch [57][2220/3757] lr: 2.000e-03, eta: 1 day, 6:38:46, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8578, loss_cls: 1.4235, loss: 1.4235, grad_norm: 5.3894 2020-07-26 19:30:48,753 - mmaction - INFO - Epoch [57][2240/3757] lr: 2.000e-03, eta: 1 day, 6:38:33, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4328, loss: 1.4328, grad_norm: 5.1552 2020-07-26 19:31:03,007 - mmaction - INFO - Epoch [57][2260/3757] lr: 2.000e-03, eta: 1 day, 6:38:20, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.4067 2020-07-26 19:31:16,801 - mmaction - INFO - Epoch [57][2280/3757] lr: 2.000e-03, eta: 1 day, 6:38:06, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.4773 2020-07-26 19:31:31,006 - mmaction - INFO - Epoch [57][2300/3757] lr: 2.000e-03, eta: 1 day, 6:37:53, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.3501 2020-07-26 19:31:45,234 - mmaction - INFO - Epoch [57][2320/3757] lr: 2.000e-03, eta: 1 day, 6:37:40, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5167, loss: 1.5167, grad_norm: 5.3471 2020-07-26 19:31:58,890 - mmaction - INFO - Epoch [57][2340/3757] lr: 2.000e-03, eta: 1 day, 6:37:27, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.3185 2020-07-26 19:32:12,728 - mmaction - INFO - Epoch [57][2360/3757] lr: 2.000e-03, eta: 1 day, 6:37:13, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4444, loss: 1.4444, grad_norm: 5.3533 2020-07-26 19:32:26,733 - mmaction - INFO - Epoch [57][2380/3757] lr: 2.000e-03, eta: 1 day, 6:37:00, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6086, top5_acc: 0.8328, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.6106 2020-07-26 19:32:40,272 - mmaction - INFO - Epoch [57][2400/3757] lr: 2.000e-03, eta: 1 day, 6:36:47, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4818, loss: 1.4818, grad_norm: 5.3099 2020-07-26 19:32:53,783 - mmaction - INFO - Epoch [57][2420/3757] lr: 2.000e-03, eta: 1 day, 6:36:33, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4378, loss: 1.4378, grad_norm: 5.3081 2020-07-26 19:33:07,504 - mmaction - INFO - Epoch [57][2440/3757] lr: 2.000e-03, eta: 1 day, 6:36:20, time: 0.685, data_time: 0.002, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4352, loss: 1.4352, grad_norm: 5.2949 2020-07-26 19:33:21,561 - mmaction - INFO - Epoch [57][2460/3757] lr: 2.000e-03, eta: 1 day, 6:36:07, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8273, loss_cls: 1.5181, loss: 1.5181, grad_norm: 5.4992 2020-07-26 19:33:34,932 - mmaction - INFO - Epoch [57][2480/3757] lr: 2.000e-03, eta: 1 day, 6:35:53, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8203, loss_cls: 1.5502, loss: 1.5502, grad_norm: 5.4307 2020-07-26 19:33:49,741 - mmaction - INFO - Epoch [57][2500/3757] lr: 2.000e-03, eta: 1 day, 6:35:41, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.4245 2020-07-26 19:34:03,114 - mmaction - INFO - Epoch [57][2520/3757] lr: 2.000e-03, eta: 1 day, 6:35:27, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5404, loss: 1.5404, grad_norm: 5.4696 2020-07-26 19:34:16,383 - mmaction - INFO - Epoch [57][2540/3757] lr: 2.000e-03, eta: 1 day, 6:35:13, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5149, loss: 1.5149, grad_norm: 5.3877 2020-07-26 19:34:30,902 - mmaction - INFO - Epoch [57][2560/3757] lr: 2.000e-03, eta: 1 day, 6:35:00, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.4024, loss: 1.4024, grad_norm: 5.2954 2020-07-26 19:34:44,843 - mmaction - INFO - Epoch [57][2580/3757] lr: 2.000e-03, eta: 1 day, 6:34:47, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4275, loss: 1.4275, grad_norm: 5.3774 2020-07-26 19:34:58,275 - mmaction - INFO - Epoch [57][2600/3757] lr: 2.000e-03, eta: 1 day, 6:34:34, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4880, loss: 1.4880, grad_norm: 5.4319 2020-07-26 19:35:12,042 - mmaction - INFO - Epoch [57][2620/3757] lr: 2.000e-03, eta: 1 day, 6:34:20, time: 0.689, data_time: 0.002, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4153, loss: 1.4153, grad_norm: 5.2313 2020-07-26 19:35:25,727 - mmaction - INFO - Epoch [57][2640/3757] lr: 2.000e-03, eta: 1 day, 6:34:07, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.2160 2020-07-26 19:35:40,402 - mmaction - INFO - Epoch [57][2660/3757] lr: 2.000e-03, eta: 1 day, 6:33:54, time: 0.734, data_time: 0.003, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.3983, loss: 1.3983, grad_norm: 5.4289 2020-07-26 19:35:55,012 - mmaction - INFO - Epoch [57][2680/3757] lr: 2.000e-03, eta: 1 day, 6:33:41, time: 0.729, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4293, loss: 1.4293, grad_norm: 5.2741 2020-07-26 19:36:08,256 - mmaction - INFO - Epoch [57][2700/3757] lr: 2.000e-03, eta: 1 day, 6:33:28, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4240, loss: 1.4240, grad_norm: 5.2523 2020-07-26 19:36:22,480 - mmaction - INFO - Epoch [57][2720/3757] lr: 2.000e-03, eta: 1 day, 6:33:15, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4044, loss: 1.4044, grad_norm: 5.2542 2020-07-26 19:36:36,268 - mmaction - INFO - Epoch [57][2740/3757] lr: 2.000e-03, eta: 1 day, 6:33:01, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4388, loss: 1.4388, grad_norm: 5.3782 2020-07-26 19:36:49,812 - mmaction - INFO - Epoch [57][2760/3757] lr: 2.000e-03, eta: 1 day, 6:32:48, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.7575 2020-07-26 19:37:03,238 - mmaction - INFO - Epoch [57][2780/3757] lr: 2.000e-03, eta: 1 day, 6:32:34, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.4030 2020-07-26 19:37:17,303 - mmaction - INFO - Epoch [57][2800/3757] lr: 2.000e-03, eta: 1 day, 6:32:21, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5750, loss: 1.5750, grad_norm: 5.4560 2020-07-26 19:37:30,604 - mmaction - INFO - Epoch [57][2820/3757] lr: 2.000e-03, eta: 1 day, 6:32:07, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4508, loss: 1.4508, grad_norm: 5.2725 2020-07-26 19:37:44,602 - mmaction - INFO - Epoch [57][2840/3757] lr: 2.000e-03, eta: 1 day, 6:31:54, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.1866 2020-07-26 19:37:58,847 - mmaction - INFO - Epoch [57][2860/3757] lr: 2.000e-03, eta: 1 day, 6:31:41, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.3784 2020-07-26 19:38:13,067 - mmaction - INFO - Epoch [57][2880/3757] lr: 2.000e-03, eta: 1 day, 6:31:28, time: 0.711, data_time: 0.002, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5505, loss: 1.5505, grad_norm: 5.3061 2020-07-26 19:38:26,342 - mmaction - INFO - Epoch [57][2900/3757] lr: 2.000e-03, eta: 1 day, 6:31:14, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.3075 2020-07-26 19:38:40,507 - mmaction - INFO - Epoch [57][2920/3757] lr: 2.000e-03, eta: 1 day, 6:31:01, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.2976 2020-07-26 19:38:55,179 - mmaction - INFO - Epoch [57][2940/3757] lr: 2.000e-03, eta: 1 day, 6:30:49, time: 0.734, data_time: 0.002, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5085, loss: 1.5085, grad_norm: 5.3285 2020-07-26 19:39:09,097 - mmaction - INFO - Epoch [57][2960/3757] lr: 2.000e-03, eta: 1 day, 6:30:36, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.4372 2020-07-26 19:39:22,490 - mmaction - INFO - Epoch [57][2980/3757] lr: 2.000e-03, eta: 1 day, 6:30:22, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5490, loss: 1.5490, grad_norm: 5.3871 2020-07-26 19:39:37,562 - mmaction - INFO - Epoch [57][3000/3757] lr: 2.000e-03, eta: 1 day, 6:30:10, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.2615 2020-07-26 19:39:51,401 - mmaction - INFO - Epoch [57][3020/3757] lr: 2.000e-03, eta: 1 day, 6:29:56, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.5190, loss: 1.5190, grad_norm: 5.5032 2020-07-26 19:40:05,103 - mmaction - INFO - Epoch [57][3040/3757] lr: 2.000e-03, eta: 1 day, 6:29:43, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.3083 2020-07-26 19:40:19,390 - mmaction - INFO - Epoch [57][3060/3757] lr: 2.000e-03, eta: 1 day, 6:29:30, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.5790 2020-07-26 19:40:33,611 - mmaction - INFO - Epoch [57][3080/3757] lr: 2.000e-03, eta: 1 day, 6:29:17, time: 0.707, data_time: 0.003, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.1030 2020-07-26 19:40:47,592 - mmaction - INFO - Epoch [57][3100/3757] lr: 2.000e-03, eta: 1 day, 6:29:04, time: 0.703, data_time: 0.009, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.2238 2020-07-26 19:41:02,035 - mmaction - INFO - Epoch [57][3120/3757] lr: 2.000e-03, eta: 1 day, 6:28:51, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3890, loss: 1.3890, grad_norm: 5.2855 2020-07-26 19:41:16,110 - mmaction - INFO - Epoch [57][3140/3757] lr: 2.000e-03, eta: 1 day, 6:28:38, time: 0.703, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4058, loss: 1.4058, grad_norm: 5.3359 2020-07-26 19:41:30,750 - mmaction - INFO - Epoch [57][3160/3757] lr: 2.000e-03, eta: 1 day, 6:28:25, time: 0.732, data_time: 0.002, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.4032 2020-07-26 19:41:43,868 - mmaction - INFO - Epoch [57][3180/3757] lr: 2.000e-03, eta: 1 day, 6:28:11, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3896, loss: 1.3896, grad_norm: 5.2178 2020-07-26 19:41:57,654 - mmaction - INFO - Epoch [57][3200/3757] lr: 2.000e-03, eta: 1 day, 6:27:58, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8664, loss_cls: 1.3217, loss: 1.3217, grad_norm: 5.2761 2020-07-26 19:42:11,519 - mmaction - INFO - Epoch [57][3220/3757] lr: 2.000e-03, eta: 1 day, 6:27:45, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8523, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.5671 2020-07-26 19:42:25,908 - mmaction - INFO - Epoch [57][3240/3757] lr: 2.000e-03, eta: 1 day, 6:27:32, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4398, loss: 1.4398, grad_norm: 5.4340 2020-07-26 19:42:39,289 - mmaction - INFO - Epoch [57][3260/3757] lr: 2.000e-03, eta: 1 day, 6:27:18, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.4043 2020-07-26 19:42:53,205 - mmaction - INFO - Epoch [57][3280/3757] lr: 2.000e-03, eta: 1 day, 6:27:05, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.2330 2020-07-26 19:43:08,544 - mmaction - INFO - Epoch [57][3300/3757] lr: 2.000e-03, eta: 1 day, 6:26:53, time: 0.766, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.4813, loss: 1.4813, grad_norm: 5.2072 2020-07-26 19:43:21,970 - mmaction - INFO - Epoch [57][3320/3757] lr: 2.000e-03, eta: 1 day, 6:26:39, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5326, loss: 1.5326, grad_norm: 5.4631 2020-07-26 19:43:36,434 - mmaction - INFO - Epoch [57][3340/3757] lr: 2.000e-03, eta: 1 day, 6:26:26, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.3038 2020-07-26 19:43:50,304 - mmaction - INFO - Epoch [57][3360/3757] lr: 2.000e-03, eta: 1 day, 6:26:13, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.4778, loss: 1.4778, grad_norm: 5.4501 2020-07-26 19:44:04,590 - mmaction - INFO - Epoch [57][3380/3757] lr: 2.000e-03, eta: 1 day, 6:26:00, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.2834 2020-07-26 19:44:18,101 - mmaction - INFO - Epoch [57][3400/3757] lr: 2.000e-03, eta: 1 day, 6:25:46, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8297, loss_cls: 1.4872, loss: 1.4872, grad_norm: 5.1705 2020-07-26 19:44:31,779 - mmaction - INFO - Epoch [57][3420/3757] lr: 2.000e-03, eta: 1 day, 6:25:33, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4672, loss: 1.4672, grad_norm: 5.3670 2020-07-26 19:44:45,693 - mmaction - INFO - Epoch [57][3440/3757] lr: 2.000e-03, eta: 1 day, 6:25:20, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5480, loss: 1.5480, grad_norm: 5.6334 2020-07-26 19:45:00,087 - mmaction - INFO - Epoch [57][3460/3757] lr: 2.000e-03, eta: 1 day, 6:25:07, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.4487, loss: 1.4487, grad_norm: 5.4141 2020-07-26 19:45:14,756 - mmaction - INFO - Epoch [57][3480/3757] lr: 2.000e-03, eta: 1 day, 6:24:54, time: 0.738, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4258, loss: 1.4258, grad_norm: 5.3169 2020-07-26 19:45:28,555 - mmaction - INFO - Epoch [57][3500/3757] lr: 2.000e-03, eta: 1 day, 6:24:41, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8484, loss_cls: 1.4564, loss: 1.4564, grad_norm: 5.4101 2020-07-26 19:45:41,807 - mmaction - INFO - Epoch [57][3520/3757] lr: 2.000e-03, eta: 1 day, 6:24:27, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4557, loss: 1.4557, grad_norm: 5.4990 2020-07-26 19:45:55,505 - mmaction - INFO - Epoch [57][3540/3757] lr: 2.000e-03, eta: 1 day, 6:24:14, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.2367 2020-07-26 19:46:09,261 - mmaction - INFO - Epoch [57][3560/3757] lr: 2.000e-03, eta: 1 day, 6:24:00, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.3820 2020-07-26 19:46:23,472 - mmaction - INFO - Epoch [57][3580/3757] lr: 2.000e-03, eta: 1 day, 6:23:47, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4457, loss: 1.4457, grad_norm: 5.3074 2020-07-26 19:46:36,893 - mmaction - INFO - Epoch [57][3600/3757] lr: 2.000e-03, eta: 1 day, 6:23:34, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4288, loss: 1.4288, grad_norm: 5.3266 2020-07-26 19:46:50,602 - mmaction - INFO - Epoch [57][3620/3757] lr: 2.000e-03, eta: 1 day, 6:23:20, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4101, loss: 1.4101, grad_norm: 5.2247 2020-07-26 19:47:05,541 - mmaction - INFO - Epoch [57][3640/3757] lr: 2.000e-03, eta: 1 day, 6:23:08, time: 0.747, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.2537 2020-07-26 19:47:19,616 - mmaction - INFO - Epoch [57][3660/3757] lr: 2.000e-03, eta: 1 day, 6:22:55, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.4849 2020-07-26 19:47:33,004 - mmaction - INFO - Epoch [57][3680/3757] lr: 2.000e-03, eta: 1 day, 6:22:41, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4818, loss: 1.4818, grad_norm: 5.5175 2020-07-26 19:47:46,908 - mmaction - INFO - Epoch [57][3700/3757] lr: 2.000e-03, eta: 1 day, 6:22:28, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.2478 2020-07-26 19:48:01,085 - mmaction - INFO - Epoch [57][3720/3757] lr: 2.000e-03, eta: 1 day, 6:22:15, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4403, loss: 1.4403, grad_norm: 5.3755 2020-07-26 19:48:14,404 - mmaction - INFO - Epoch [57][3740/3757] lr: 2.000e-03, eta: 1 day, 6:22:01, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.3341 2020-07-26 19:48:26,442 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-07-26 19:48:47,893 - mmaction - INFO - Epoch [58][20/3757] lr: 2.000e-03, eta: 1 day, 6:21:32, time: 0.990, data_time: 0.371, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.4195 2020-07-26 19:49:02,087 - mmaction - INFO - Epoch [58][40/3757] lr: 2.000e-03, eta: 1 day, 6:21:19, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8500, loss_cls: 1.4377, loss: 1.4377, grad_norm: 5.4112 2020-07-26 19:49:15,701 - mmaction - INFO - Epoch [58][60/3757] lr: 2.000e-03, eta: 1 day, 6:21:06, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3607, loss: 1.3607, grad_norm: 5.4370 2020-07-26 19:49:29,680 - mmaction - INFO - Epoch [58][80/3757] lr: 2.000e-03, eta: 1 day, 6:20:52, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3974, loss: 1.3974, grad_norm: 5.3186 2020-07-26 19:49:43,341 - mmaction - INFO - Epoch [58][100/3757] lr: 2.000e-03, eta: 1 day, 6:20:39, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.4880 2020-07-26 19:49:57,153 - mmaction - INFO - Epoch [58][120/3757] lr: 2.000e-03, eta: 1 day, 6:20:26, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.3949, loss: 1.3949, grad_norm: 5.2405 2020-07-26 19:50:10,491 - mmaction - INFO - Epoch [58][140/3757] lr: 2.000e-03, eta: 1 day, 6:20:12, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.3438 2020-07-26 19:50:24,170 - mmaction - INFO - Epoch [58][160/3757] lr: 2.000e-03, eta: 1 day, 6:19:59, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4328, loss: 1.4328, grad_norm: 5.3334 2020-07-26 19:50:37,693 - mmaction - INFO - Epoch [58][180/3757] lr: 2.000e-03, eta: 1 day, 6:19:45, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4918, loss: 1.4918, grad_norm: 5.5149 2020-07-26 19:50:51,300 - mmaction - INFO - Epoch [58][200/3757] lr: 2.000e-03, eta: 1 day, 6:19:32, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.4768 2020-07-26 19:51:04,716 - mmaction - INFO - Epoch [58][220/3757] lr: 2.000e-03, eta: 1 day, 6:19:18, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3820, loss: 1.3820, grad_norm: 5.1811 2020-07-26 19:51:18,453 - mmaction - INFO - Epoch [58][240/3757] lr: 2.000e-03, eta: 1 day, 6:19:05, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.4879, loss: 1.4879, grad_norm: 5.4523 2020-07-26 19:51:32,347 - mmaction - INFO - Epoch [58][260/3757] lr: 2.000e-03, eta: 1 day, 6:18:51, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8531, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.2836 2020-07-26 19:51:47,053 - mmaction - INFO - Epoch [58][280/3757] lr: 2.000e-03, eta: 1 day, 6:18:39, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.5505 2020-07-26 19:52:00,178 - mmaction - INFO - Epoch [58][300/3757] lr: 2.000e-03, eta: 1 day, 6:18:25, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4467, loss: 1.4467, grad_norm: 5.4328 2020-07-26 19:52:13,795 - mmaction - INFO - Epoch [58][320/3757] lr: 2.000e-03, eta: 1 day, 6:18:11, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.3891 2020-07-26 19:52:27,763 - mmaction - INFO - Epoch [58][340/3757] lr: 2.000e-03, eta: 1 day, 6:17:58, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.3963, loss: 1.3963, grad_norm: 5.3674 2020-07-26 19:52:41,259 - mmaction - INFO - Epoch [58][360/3757] lr: 2.000e-03, eta: 1 day, 6:17:45, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4751, loss: 1.4751, grad_norm: 5.4364 2020-07-26 19:52:55,321 - mmaction - INFO - Epoch [58][380/3757] lr: 2.000e-03, eta: 1 day, 6:17:31, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.5324 2020-07-26 19:53:08,847 - mmaction - INFO - Epoch [58][400/3757] lr: 2.000e-03, eta: 1 day, 6:17:18, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8281, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.3478 2020-07-26 19:53:23,100 - mmaction - INFO - Epoch [58][420/3757] lr: 2.000e-03, eta: 1 day, 6:17:05, time: 0.713, data_time: 0.003, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4235, loss: 1.4235, grad_norm: 5.2581 2020-07-26 19:53:37,092 - mmaction - INFO - Epoch [58][440/3757] lr: 2.000e-03, eta: 1 day, 6:16:52, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3913, loss: 1.3913, grad_norm: 5.1618 2020-07-26 19:53:50,455 - mmaction - INFO - Epoch [58][460/3757] lr: 2.000e-03, eta: 1 day, 6:16:38, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.3791 2020-07-26 19:54:04,824 - mmaction - INFO - Epoch [58][480/3757] lr: 2.000e-03, eta: 1 day, 6:16:25, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4117, loss: 1.4117, grad_norm: 5.3188 2020-07-26 19:54:18,497 - mmaction - INFO - Epoch [58][500/3757] lr: 2.000e-03, eta: 1 day, 6:16:12, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.4743 2020-07-26 19:54:31,573 - mmaction - INFO - Epoch [58][520/3757] lr: 2.000e-03, eta: 1 day, 6:15:58, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.5907 2020-07-26 19:54:45,774 - mmaction - INFO - Epoch [58][540/3757] lr: 2.000e-03, eta: 1 day, 6:15:45, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3786, loss: 1.3786, grad_norm: 5.2867 2020-07-26 19:55:00,266 - mmaction - INFO - Epoch [58][560/3757] lr: 2.000e-03, eta: 1 day, 6:15:32, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.5422 2020-07-26 19:55:13,855 - mmaction - INFO - Epoch [58][580/3757] lr: 2.000e-03, eta: 1 day, 6:15:19, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5646, loss: 1.5646, grad_norm: 5.6941 2020-07-26 19:55:27,390 - mmaction - INFO - Epoch [58][600/3757] lr: 2.000e-03, eta: 1 day, 6:15:05, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.3863 2020-07-26 19:55:41,385 - mmaction - INFO - Epoch [58][620/3757] lr: 2.000e-03, eta: 1 day, 6:14:52, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.4289 2020-07-26 19:55:55,040 - mmaction - INFO - Epoch [58][640/3757] lr: 2.000e-03, eta: 1 day, 6:14:38, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4228, loss: 1.4228, grad_norm: 5.3452 2020-07-26 19:56:08,488 - mmaction - INFO - Epoch [58][660/3757] lr: 2.000e-03, eta: 1 day, 6:14:25, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4876, loss: 1.4876, grad_norm: 5.3237 2020-07-26 19:56:22,952 - mmaction - INFO - Epoch [58][680/3757] lr: 2.000e-03, eta: 1 day, 6:14:12, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.3994 2020-07-26 19:56:38,197 - mmaction - INFO - Epoch [58][700/3757] lr: 2.000e-03, eta: 1 day, 6:14:00, time: 0.762, data_time: 0.002, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5366, loss: 1.5366, grad_norm: 5.4476 2020-07-26 19:56:51,278 - mmaction - INFO - Epoch [58][720/3757] lr: 2.000e-03, eta: 1 day, 6:13:46, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8234, loss_cls: 1.5397, loss: 1.5397, grad_norm: 5.4476 2020-07-26 19:57:05,873 - mmaction - INFO - Epoch [58][740/3757] lr: 2.000e-03, eta: 1 day, 6:13:33, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.3998, loss: 1.3998, grad_norm: 5.1771 2020-07-26 19:57:19,173 - mmaction - INFO - Epoch [58][760/3757] lr: 2.000e-03, eta: 1 day, 6:13:19, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.6230 2020-07-26 19:57:32,608 - mmaction - INFO - Epoch [58][780/3757] lr: 2.000e-03, eta: 1 day, 6:13:06, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3717, loss: 1.3717, grad_norm: 5.2666 2020-07-26 19:57:45,924 - mmaction - INFO - Epoch [58][800/3757] lr: 2.000e-03, eta: 1 day, 6:12:52, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.3168 2020-07-26 19:57:59,463 - mmaction - INFO - Epoch [58][820/3757] lr: 2.000e-03, eta: 1 day, 6:12:39, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4150, loss: 1.4150, grad_norm: 5.3256 2020-07-26 19:58:13,444 - mmaction - INFO - Epoch [58][840/3757] lr: 2.000e-03, eta: 1 day, 6:12:25, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.4992, loss: 1.4992, grad_norm: 5.4050 2020-07-26 19:58:27,012 - mmaction - INFO - Epoch [58][860/3757] lr: 2.000e-03, eta: 1 day, 6:12:12, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.5289 2020-07-26 19:58:40,598 - mmaction - INFO - Epoch [58][880/3757] lr: 2.000e-03, eta: 1 day, 6:11:58, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.4474 2020-07-26 19:58:54,699 - mmaction - INFO - Epoch [58][900/3757] lr: 2.000e-03, eta: 1 day, 6:11:45, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.6433 2020-07-26 19:59:09,268 - mmaction - INFO - Epoch [58][920/3757] lr: 2.000e-03, eta: 1 day, 6:11:32, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5190, loss: 1.5190, grad_norm: 5.3352 2020-07-26 19:59:22,426 - mmaction - INFO - Epoch [58][940/3757] lr: 2.000e-03, eta: 1 day, 6:11:19, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4892, loss: 1.4892, grad_norm: 5.4966 2020-07-26 19:59:36,268 - mmaction - INFO - Epoch [58][960/3757] lr: 2.000e-03, eta: 1 day, 6:11:05, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.4000 2020-07-26 19:59:50,080 - mmaction - INFO - Epoch [58][980/3757] lr: 2.000e-03, eta: 1 day, 6:10:52, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4277, loss: 1.4277, grad_norm: 5.2286 2020-07-26 20:00:05,978 - mmaction - INFO - Epoch [58][1000/3757] lr: 2.000e-03, eta: 1 day, 6:10:40, time: 0.777, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8453, loss_cls: 1.4153, loss: 1.4153, grad_norm: 5.5111 2020-07-26 20:00:19,630 - mmaction - INFO - Epoch [58][1020/3757] lr: 2.000e-03, eta: 1 day, 6:10:27, time: 0.700, data_time: 0.022, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4407, loss: 1.4407, grad_norm: 5.4585 2020-07-26 20:00:32,924 - mmaction - INFO - Epoch [58][1040/3757] lr: 2.000e-03, eta: 1 day, 6:10:13, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5623, loss: 1.5623, grad_norm: 5.6287 2020-07-26 20:00:46,175 - mmaction - INFO - Epoch [58][1060/3757] lr: 2.000e-03, eta: 1 day, 6:09:59, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4164, loss: 1.4164, grad_norm: 5.2680 2020-07-26 20:01:02,236 - mmaction - INFO - Epoch [58][1080/3757] lr: 2.000e-03, eta: 1 day, 6:09:48, time: 0.805, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.3678 2020-07-26 20:01:15,360 - mmaction - INFO - Epoch [58][1100/3757] lr: 2.000e-03, eta: 1 day, 6:09:34, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4105, loss: 1.4105, grad_norm: 5.3770 2020-07-26 20:01:28,635 - mmaction - INFO - Epoch [58][1120/3757] lr: 2.000e-03, eta: 1 day, 6:09:20, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5363, loss: 1.5363, grad_norm: 5.5653 2020-07-26 20:01:42,714 - mmaction - INFO - Epoch [58][1140/3757] lr: 2.000e-03, eta: 1 day, 6:09:07, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.4128 2020-07-26 20:01:56,538 - mmaction - INFO - Epoch [58][1160/3757] lr: 2.000e-03, eta: 1 day, 6:08:54, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.4607 2020-07-26 20:02:10,635 - mmaction - INFO - Epoch [58][1180/3757] lr: 2.000e-03, eta: 1 day, 6:08:41, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.5476 2020-07-26 20:02:24,483 - mmaction - INFO - Epoch [58][1200/3757] lr: 2.000e-03, eta: 1 day, 6:08:27, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4067, loss: 1.4067, grad_norm: 5.2408 2020-07-26 20:02:38,399 - mmaction - INFO - Epoch [58][1220/3757] lr: 2.000e-03, eta: 1 day, 6:08:14, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4631, loss: 1.4631, grad_norm: 5.4063 2020-07-26 20:02:52,432 - mmaction - INFO - Epoch [58][1240/3757] lr: 2.000e-03, eta: 1 day, 6:08:01, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.3994 2020-07-26 20:03:05,986 - mmaction - INFO - Epoch [58][1260/3757] lr: 2.000e-03, eta: 1 day, 6:07:47, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.3951 2020-07-26 20:03:20,862 - mmaction - INFO - Epoch [58][1280/3757] lr: 2.000e-03, eta: 1 day, 6:07:35, time: 0.748, data_time: 0.008, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.3341 2020-07-26 20:03:34,010 - mmaction - INFO - Epoch [58][1300/3757] lr: 2.000e-03, eta: 1 day, 6:07:21, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.3665, loss: 1.3665, grad_norm: 5.3815 2020-07-26 20:03:48,365 - mmaction - INFO - Epoch [58][1320/3757] lr: 2.000e-03, eta: 1 day, 6:07:08, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5561, loss: 1.5561, grad_norm: 5.5345 2020-07-26 20:04:02,359 - mmaction - INFO - Epoch [58][1340/3757] lr: 2.000e-03, eta: 1 day, 6:06:55, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5519, loss: 1.5519, grad_norm: 5.4258 2020-07-26 20:04:15,886 - mmaction - INFO - Epoch [58][1360/3757] lr: 2.000e-03, eta: 1 day, 6:06:41, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.2586 2020-07-26 20:04:29,295 - mmaction - INFO - Epoch [58][1380/3757] lr: 2.000e-03, eta: 1 day, 6:06:28, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.3486 2020-07-26 20:04:42,926 - mmaction - INFO - Epoch [58][1400/3757] lr: 2.000e-03, eta: 1 day, 6:06:14, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3848, loss: 1.3848, grad_norm: 5.3401 2020-07-26 20:04:57,084 - mmaction - INFO - Epoch [58][1420/3757] lr: 2.000e-03, eta: 1 day, 6:06:01, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.4647, loss: 1.4647, grad_norm: 5.3250 2020-07-26 20:05:10,735 - mmaction - INFO - Epoch [58][1440/3757] lr: 2.000e-03, eta: 1 day, 6:05:48, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4471, loss: 1.4471, grad_norm: 5.4375 2020-07-26 20:05:24,931 - mmaction - INFO - Epoch [58][1460/3757] lr: 2.000e-03, eta: 1 day, 6:05:35, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4118, loss: 1.4118, grad_norm: 5.1418 2020-07-26 20:05:38,612 - mmaction - INFO - Epoch [58][1480/3757] lr: 2.000e-03, eta: 1 day, 6:05:21, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.4014, loss: 1.4014, grad_norm: 5.2281 2020-07-26 20:05:52,004 - mmaction - INFO - Epoch [58][1500/3757] lr: 2.000e-03, eta: 1 day, 6:05:08, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3159, loss: 1.3159, grad_norm: 5.1588 2020-07-26 20:06:05,840 - mmaction - INFO - Epoch [58][1520/3757] lr: 2.000e-03, eta: 1 day, 6:04:54, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.5097, loss: 1.5097, grad_norm: 5.3238 2020-07-26 20:06:19,754 - mmaction - INFO - Epoch [58][1540/3757] lr: 2.000e-03, eta: 1 day, 6:04:41, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4214, loss: 1.4214, grad_norm: 5.3530 2020-07-26 20:06:33,075 - mmaction - INFO - Epoch [58][1560/3757] lr: 2.000e-03, eta: 1 day, 6:04:27, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3668, loss: 1.3668, grad_norm: 5.3069 2020-07-26 20:06:47,707 - mmaction - INFO - Epoch [58][1580/3757] lr: 2.000e-03, eta: 1 day, 6:04:15, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8578, loss_cls: 1.4354, loss: 1.4354, grad_norm: 5.4212 2020-07-26 20:07:01,579 - mmaction - INFO - Epoch [58][1600/3757] lr: 2.000e-03, eta: 1 day, 6:04:01, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4265, loss: 1.4265, grad_norm: 5.2567 2020-07-26 20:07:15,943 - mmaction - INFO - Epoch [58][1620/3757] lr: 2.000e-03, eta: 1 day, 6:03:48, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3918, loss: 1.3918, grad_norm: 5.4388 2020-07-26 20:07:30,139 - mmaction - INFO - Epoch [58][1640/3757] lr: 2.000e-03, eta: 1 day, 6:03:35, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.5823 2020-07-26 20:07:44,175 - mmaction - INFO - Epoch [58][1660/3757] lr: 2.000e-03, eta: 1 day, 6:03:22, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4492, loss: 1.4492, grad_norm: 5.2424 2020-07-26 20:07:57,430 - mmaction - INFO - Epoch [58][1680/3757] lr: 2.000e-03, eta: 1 day, 6:03:09, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.4132, loss: 1.4132, grad_norm: 5.5919 2020-07-26 20:08:11,994 - mmaction - INFO - Epoch [58][1700/3757] lr: 2.000e-03, eta: 1 day, 6:02:56, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4211, loss: 1.4211, grad_norm: 5.4011 2020-07-26 20:08:25,406 - mmaction - INFO - Epoch [58][1720/3757] lr: 2.000e-03, eta: 1 day, 6:02:42, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.4152, loss: 1.4152, grad_norm: 5.3477 2020-07-26 20:08:39,797 - mmaction - INFO - Epoch [58][1740/3757] lr: 2.000e-03, eta: 1 day, 6:02:29, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3622, loss: 1.3622, grad_norm: 5.2944 2020-07-26 20:08:53,733 - mmaction - INFO - Epoch [58][1760/3757] lr: 2.000e-03, eta: 1 day, 6:02:16, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3867, loss: 1.3867, grad_norm: 5.3350 2020-07-26 20:09:08,696 - mmaction - INFO - Epoch [58][1780/3757] lr: 2.000e-03, eta: 1 day, 6:02:03, time: 0.746, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.4508 2020-07-26 20:09:21,916 - mmaction - INFO - Epoch [58][1800/3757] lr: 2.000e-03, eta: 1 day, 6:01:50, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.3608 2020-07-26 20:09:36,470 - mmaction - INFO - Epoch [58][1820/3757] lr: 2.000e-03, eta: 1 day, 6:01:37, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.4990 2020-07-26 20:09:51,002 - mmaction - INFO - Epoch [58][1840/3757] lr: 2.000e-03, eta: 1 day, 6:01:24, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4934, loss: 1.4934, grad_norm: 5.5443 2020-07-26 20:10:05,946 - mmaction - INFO - Epoch [58][1860/3757] lr: 2.000e-03, eta: 1 day, 6:01:12, time: 0.746, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.2813 2020-07-26 20:10:20,848 - mmaction - INFO - Epoch [58][1880/3757] lr: 2.000e-03, eta: 1 day, 6:00:59, time: 0.745, data_time: 0.003, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.3004 2020-07-26 20:10:34,467 - mmaction - INFO - Epoch [58][1900/3757] lr: 2.000e-03, eta: 1 day, 6:00:46, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.2890 2020-07-26 20:10:48,441 - mmaction - INFO - Epoch [58][1920/3757] lr: 2.000e-03, eta: 1 day, 6:00:32, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.1820 2020-07-26 20:11:01,752 - mmaction - INFO - Epoch [58][1940/3757] lr: 2.000e-03, eta: 1 day, 6:00:19, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4759, loss: 1.4759, grad_norm: 5.4911 2020-07-26 20:11:15,452 - mmaction - INFO - Epoch [58][1960/3757] lr: 2.000e-03, eta: 1 day, 6:00:05, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.4041, loss: 1.4041, grad_norm: 5.4253 2020-07-26 20:11:30,528 - mmaction - INFO - Epoch [58][1980/3757] lr: 2.000e-03, eta: 1 day, 5:59:53, time: 0.751, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4597, loss: 1.4597, grad_norm: 5.5047 2020-07-26 20:11:44,540 - mmaction - INFO - Epoch [58][2000/3757] lr: 2.000e-03, eta: 1 day, 5:59:40, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4166, loss: 1.4166, grad_norm: 5.4014 2020-07-26 20:11:59,864 - mmaction - INFO - Epoch [58][2020/3757] lr: 2.000e-03, eta: 1 day, 5:59:28, time: 0.764, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.3728 2020-07-26 20:12:13,343 - mmaction - INFO - Epoch [58][2040/3757] lr: 2.000e-03, eta: 1 day, 5:59:14, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.4693 2020-07-26 20:12:26,626 - mmaction - INFO - Epoch [58][2060/3757] lr: 2.000e-03, eta: 1 day, 5:59:00, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.4897 2020-07-26 20:12:41,237 - mmaction - INFO - Epoch [58][2080/3757] lr: 2.000e-03, eta: 1 day, 5:58:47, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.5052, loss: 1.5052, grad_norm: 5.5152 2020-07-26 20:12:55,847 - mmaction - INFO - Epoch [58][2100/3757] lr: 2.000e-03, eta: 1 day, 5:58:35, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4489, loss: 1.4489, grad_norm: 5.3650 2020-07-26 20:13:09,184 - mmaction - INFO - Epoch [58][2120/3757] lr: 2.000e-03, eta: 1 day, 5:58:21, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.3847 2020-07-26 20:13:22,830 - mmaction - INFO - Epoch [58][2140/3757] lr: 2.000e-03, eta: 1 day, 5:58:08, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8523, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.4946 2020-07-26 20:13:36,712 - mmaction - INFO - Epoch [58][2160/3757] lr: 2.000e-03, eta: 1 day, 5:57:54, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.0264 2020-07-26 20:13:51,516 - mmaction - INFO - Epoch [58][2180/3757] lr: 2.000e-03, eta: 1 day, 5:57:42, time: 0.741, data_time: 0.003, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.4970, loss: 1.4970, grad_norm: 5.4161 2020-07-26 20:14:06,003 - mmaction - INFO - Epoch [58][2200/3757] lr: 2.000e-03, eta: 1 day, 5:57:29, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.4037 2020-07-26 20:14:19,460 - mmaction - INFO - Epoch [58][2220/3757] lr: 2.000e-03, eta: 1 day, 5:57:15, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4917, loss: 1.4917, grad_norm: 5.3654 2020-07-26 20:14:33,222 - mmaction - INFO - Epoch [58][2240/3757] lr: 2.000e-03, eta: 1 day, 5:57:02, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.6176 2020-07-26 20:14:46,883 - mmaction - INFO - Epoch [58][2260/3757] lr: 2.000e-03, eta: 1 day, 5:56:48, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3863, loss: 1.3863, grad_norm: 5.2758 2020-07-26 20:15:00,699 - mmaction - INFO - Epoch [58][2280/3757] lr: 2.000e-03, eta: 1 day, 5:56:35, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4293, loss: 1.4293, grad_norm: 5.4489 2020-07-26 20:15:14,642 - mmaction - INFO - Epoch [58][2300/3757] lr: 2.000e-03, eta: 1 day, 5:56:22, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.2984 2020-07-26 20:15:28,904 - mmaction - INFO - Epoch [58][2320/3757] lr: 2.000e-03, eta: 1 day, 5:56:09, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4489, loss: 1.4489, grad_norm: 5.4634 2020-07-26 20:15:42,859 - mmaction - INFO - Epoch [58][2340/3757] lr: 2.000e-03, eta: 1 day, 5:55:56, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.4836 2020-07-26 20:15:56,543 - mmaction - INFO - Epoch [58][2360/3757] lr: 2.000e-03, eta: 1 day, 5:55:42, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.4180 2020-07-26 20:16:10,554 - mmaction - INFO - Epoch [58][2380/3757] lr: 2.000e-03, eta: 1 day, 5:55:29, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.3823 2020-07-26 20:16:25,384 - mmaction - INFO - Epoch [58][2400/3757] lr: 2.000e-03, eta: 1 day, 5:55:16, time: 0.739, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4726, loss: 1.4726, grad_norm: 5.2267 2020-07-26 20:16:38,986 - mmaction - INFO - Epoch [58][2420/3757] lr: 2.000e-03, eta: 1 day, 5:55:03, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4536, loss: 1.4536, grad_norm: 5.2267 2020-07-26 20:16:53,486 - mmaction - INFO - Epoch [58][2440/3757] lr: 2.000e-03, eta: 1 day, 5:54:50, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4488, loss: 1.4488, grad_norm: 5.2839 2020-07-26 20:17:08,071 - mmaction - INFO - Epoch [58][2460/3757] lr: 2.000e-03, eta: 1 day, 5:54:37, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.4658, loss: 1.4658, grad_norm: 5.4090 2020-07-26 20:17:21,877 - mmaction - INFO - Epoch [58][2480/3757] lr: 2.000e-03, eta: 1 day, 5:54:24, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4740, loss: 1.4740, grad_norm: 5.3753 2020-07-26 20:17:36,272 - mmaction - INFO - Epoch [58][2500/3757] lr: 2.000e-03, eta: 1 day, 5:54:11, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8570, loss_cls: 1.4426, loss: 1.4426, grad_norm: 5.5765 2020-07-26 20:17:49,977 - mmaction - INFO - Epoch [58][2520/3757] lr: 2.000e-03, eta: 1 day, 5:53:58, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4573, loss: 1.4573, grad_norm: 5.3274 2020-07-26 20:18:04,784 - mmaction - INFO - Epoch [58][2540/3757] lr: 2.000e-03, eta: 1 day, 5:53:45, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.5587 2020-07-26 20:18:18,445 - mmaction - INFO - Epoch [58][2560/3757] lr: 2.000e-03, eta: 1 day, 5:53:32, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5526, loss: 1.5526, grad_norm: 5.7340 2020-07-26 20:18:32,068 - mmaction - INFO - Epoch [58][2580/3757] lr: 2.000e-03, eta: 1 day, 5:53:18, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.4930, loss: 1.4930, grad_norm: 5.4239 2020-07-26 20:18:46,200 - mmaction - INFO - Epoch [58][2600/3757] lr: 2.000e-03, eta: 1 day, 5:53:05, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4658, loss: 1.4658, grad_norm: 5.4625 2020-07-26 20:18:59,703 - mmaction - INFO - Epoch [58][2620/3757] lr: 2.000e-03, eta: 1 day, 5:52:52, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.3365 2020-07-26 20:19:13,820 - mmaction - INFO - Epoch [58][2640/3757] lr: 2.000e-03, eta: 1 day, 5:52:38, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4139, loss: 1.4139, grad_norm: 5.3095 2020-07-26 20:19:27,826 - mmaction - INFO - Epoch [58][2660/3757] lr: 2.000e-03, eta: 1 day, 5:52:25, time: 0.700, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.4039 2020-07-26 20:19:41,497 - mmaction - INFO - Epoch [58][2680/3757] lr: 2.000e-03, eta: 1 day, 5:52:12, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.4684 2020-07-26 20:19:55,254 - mmaction - INFO - Epoch [58][2700/3757] lr: 2.000e-03, eta: 1 day, 5:51:58, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.6103 2020-07-26 20:20:09,549 - mmaction - INFO - Epoch [58][2720/3757] lr: 2.000e-03, eta: 1 day, 5:51:45, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4530, loss: 1.4530, grad_norm: 5.4014 2020-07-26 20:20:24,090 - mmaction - INFO - Epoch [58][2740/3757] lr: 2.000e-03, eta: 1 day, 5:51:33, time: 0.727, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.3695 2020-07-26 20:20:37,487 - mmaction - INFO - Epoch [58][2760/3757] lr: 2.000e-03, eta: 1 day, 5:51:19, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.4657 2020-07-26 20:20:51,722 - mmaction - INFO - Epoch [58][2780/3757] lr: 2.000e-03, eta: 1 day, 5:51:06, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.2460 2020-07-26 20:21:06,667 - mmaction - INFO - Epoch [58][2800/3757] lr: 2.000e-03, eta: 1 day, 5:50:53, time: 0.750, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.3302 2020-07-26 20:21:19,906 - mmaction - INFO - Epoch [58][2820/3757] lr: 2.000e-03, eta: 1 day, 5:50:40, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4137, loss: 1.4137, grad_norm: 5.3952 2020-07-26 20:21:33,777 - mmaction - INFO - Epoch [58][2840/3757] lr: 2.000e-03, eta: 1 day, 5:50:26, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8523, loss_cls: 1.4925, loss: 1.4925, grad_norm: 5.5751 2020-07-26 20:21:48,670 - mmaction - INFO - Epoch [58][2860/3757] lr: 2.000e-03, eta: 1 day, 5:50:14, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5568, loss: 1.5568, grad_norm: 5.6425 2020-07-26 20:22:01,754 - mmaction - INFO - Epoch [58][2880/3757] lr: 2.000e-03, eta: 1 day, 5:50:00, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.5345 2020-07-26 20:22:15,307 - mmaction - INFO - Epoch [58][2900/3757] lr: 2.000e-03, eta: 1 day, 5:49:46, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5216, loss: 1.5216, grad_norm: 5.5497 2020-07-26 20:22:29,001 - mmaction - INFO - Epoch [58][2920/3757] lr: 2.000e-03, eta: 1 day, 5:49:33, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.5031 2020-07-26 20:22:43,033 - mmaction - INFO - Epoch [58][2940/3757] lr: 2.000e-03, eta: 1 day, 5:49:20, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.5039 2020-07-26 20:22:56,164 - mmaction - INFO - Epoch [58][2960/3757] lr: 2.000e-03, eta: 1 day, 5:49:06, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8523, loss_cls: 1.5010, loss: 1.5010, grad_norm: 5.4080 2020-07-26 20:23:10,416 - mmaction - INFO - Epoch [58][2980/3757] lr: 2.000e-03, eta: 1 day, 5:48:53, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4702, loss: 1.4702, grad_norm: 5.4544 2020-07-26 20:23:24,918 - mmaction - INFO - Epoch [58][3000/3757] lr: 2.000e-03, eta: 1 day, 5:48:40, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.4082, loss: 1.4082, grad_norm: 5.2844 2020-07-26 20:23:39,024 - mmaction - INFO - Epoch [58][3020/3757] lr: 2.000e-03, eta: 1 day, 5:48:27, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.4697 2020-07-26 20:23:52,861 - mmaction - INFO - Epoch [58][3040/3757] lr: 2.000e-03, eta: 1 day, 5:48:14, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.4037 2020-07-26 20:24:06,248 - mmaction - INFO - Epoch [58][3060/3757] lr: 2.000e-03, eta: 1 day, 5:48:00, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.5774 2020-07-26 20:24:20,087 - mmaction - INFO - Epoch [58][3080/3757] lr: 2.000e-03, eta: 1 day, 5:47:47, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3717, loss: 1.3717, grad_norm: 5.2091 2020-07-26 20:24:33,537 - mmaction - INFO - Epoch [58][3100/3757] lr: 2.000e-03, eta: 1 day, 5:47:33, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.3195 2020-07-26 20:24:48,323 - mmaction - INFO - Epoch [58][3120/3757] lr: 2.000e-03, eta: 1 day, 5:47:20, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4192, loss: 1.4192, grad_norm: 5.3919 2020-07-26 20:25:01,572 - mmaction - INFO - Epoch [58][3140/3757] lr: 2.000e-03, eta: 1 day, 5:47:07, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4530, loss: 1.4530, grad_norm: 5.4442 2020-07-26 20:25:15,409 - mmaction - INFO - Epoch [58][3160/3757] lr: 2.000e-03, eta: 1 day, 5:46:53, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4447, loss: 1.4447, grad_norm: 5.2517 2020-07-26 20:25:28,870 - mmaction - INFO - Epoch [58][3180/3757] lr: 2.000e-03, eta: 1 day, 5:46:40, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4294, loss: 1.4294, grad_norm: 5.6099 2020-07-26 20:25:42,298 - mmaction - INFO - Epoch [58][3200/3757] lr: 2.000e-03, eta: 1 day, 5:46:26, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5713, loss: 1.5713, grad_norm: 5.4496 2020-07-26 20:25:56,240 - mmaction - INFO - Epoch [58][3220/3757] lr: 2.000e-03, eta: 1 day, 5:46:13, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5360, loss: 1.5360, grad_norm: 5.4315 2020-07-26 20:26:09,737 - mmaction - INFO - Epoch [58][3240/3757] lr: 2.000e-03, eta: 1 day, 5:45:59, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4583, loss: 1.4583, grad_norm: 5.4126 2020-07-26 20:26:24,046 - mmaction - INFO - Epoch [58][3260/3757] lr: 2.000e-03, eta: 1 day, 5:45:46, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.4683 2020-07-26 20:26:37,425 - mmaction - INFO - Epoch [58][3280/3757] lr: 2.000e-03, eta: 1 day, 5:45:33, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4633, loss: 1.4633, grad_norm: 5.5152 2020-07-26 20:26:51,421 - mmaction - INFO - Epoch [58][3300/3757] lr: 2.000e-03, eta: 1 day, 5:45:20, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.5600 2020-07-26 20:27:05,355 - mmaction - INFO - Epoch [58][3320/3757] lr: 2.000e-03, eta: 1 day, 5:45:06, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4319, loss: 1.4319, grad_norm: 5.4101 2020-07-26 20:27:20,175 - mmaction - INFO - Epoch [58][3340/3757] lr: 2.000e-03, eta: 1 day, 5:44:54, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8703, loss_cls: 1.3716, loss: 1.3716, grad_norm: 5.4480 2020-07-26 20:27:33,158 - mmaction - INFO - Epoch [58][3360/3757] lr: 2.000e-03, eta: 1 day, 5:44:40, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8383, loss_cls: 1.4321, loss: 1.4321, grad_norm: 5.4357 2020-07-26 20:27:46,904 - mmaction - INFO - Epoch [58][3380/3757] lr: 2.000e-03, eta: 1 day, 5:44:26, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4317, loss: 1.4317, grad_norm: 5.3761 2020-07-26 20:28:00,503 - mmaction - INFO - Epoch [58][3400/3757] lr: 2.000e-03, eta: 1 day, 5:44:13, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.4371 2020-07-26 20:28:13,821 - mmaction - INFO - Epoch [58][3420/3757] lr: 2.000e-03, eta: 1 day, 5:43:59, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.6055 2020-07-26 20:28:28,512 - mmaction - INFO - Epoch [58][3440/3757] lr: 2.000e-03, eta: 1 day, 5:43:47, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4408, loss: 1.4408, grad_norm: 5.3470 2020-07-26 20:28:41,489 - mmaction - INFO - Epoch [58][3460/3757] lr: 2.000e-03, eta: 1 day, 5:43:33, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5072, loss: 1.5072, grad_norm: 5.6345 2020-07-26 20:28:55,851 - mmaction - INFO - Epoch [58][3480/3757] lr: 2.000e-03, eta: 1 day, 5:43:20, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4363, loss: 1.4363, grad_norm: 5.3162 2020-07-26 20:29:10,143 - mmaction - INFO - Epoch [58][3500/3757] lr: 2.000e-03, eta: 1 day, 5:43:07, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4019, loss: 1.4019, grad_norm: 5.2262 2020-07-26 20:29:23,982 - mmaction - INFO - Epoch [58][3520/3757] lr: 2.000e-03, eta: 1 day, 5:42:53, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.4817 2020-07-26 20:29:37,655 - mmaction - INFO - Epoch [58][3540/3757] lr: 2.000e-03, eta: 1 day, 5:42:40, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.3760 2020-07-26 20:29:51,398 - mmaction - INFO - Epoch [58][3560/3757] lr: 2.000e-03, eta: 1 day, 5:42:27, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.5091, loss: 1.5091, grad_norm: 5.5710 2020-07-26 20:30:05,054 - mmaction - INFO - Epoch [58][3580/3757] lr: 2.000e-03, eta: 1 day, 5:42:13, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.5160, loss: 1.5160, grad_norm: 5.3571 2020-07-26 20:30:18,557 - mmaction - INFO - Epoch [58][3600/3757] lr: 2.000e-03, eta: 1 day, 5:42:00, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8422, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.4279 2020-07-26 20:30:32,501 - mmaction - INFO - Epoch [58][3620/3757] lr: 2.000e-03, eta: 1 day, 5:41:46, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.5451 2020-07-26 20:30:46,508 - mmaction - INFO - Epoch [58][3640/3757] lr: 2.000e-03, eta: 1 day, 5:41:33, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3905, loss: 1.3905, grad_norm: 5.3244 2020-07-26 20:31:00,579 - mmaction - INFO - Epoch [58][3660/3757] lr: 2.000e-03, eta: 1 day, 5:41:20, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.3879, loss: 1.3879, grad_norm: 5.3686 2020-07-26 20:31:14,403 - mmaction - INFO - Epoch [58][3680/3757] lr: 2.000e-03, eta: 1 day, 5:41:07, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4687, loss: 1.4687, grad_norm: 5.4331 2020-07-26 20:31:28,658 - mmaction - INFO - Epoch [58][3700/3757] lr: 2.000e-03, eta: 1 day, 5:40:54, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8187, loss_cls: 1.5461, loss: 1.5461, grad_norm: 5.5017 2020-07-26 20:31:42,629 - mmaction - INFO - Epoch [58][3720/3757] lr: 2.000e-03, eta: 1 day, 5:40:40, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4318, loss: 1.4318, grad_norm: 5.4815 2020-07-26 20:31:56,852 - mmaction - INFO - Epoch [58][3740/3757] lr: 2.000e-03, eta: 1 day, 5:40:27, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8430, loss_cls: 1.4982, loss: 1.4982, grad_norm: 5.5721 2020-07-26 20:32:08,360 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-07-26 20:32:33,881 - mmaction - INFO - Epoch [59][20/3757] lr: 2.000e-03, eta: 1 day, 5:40:01, time: 1.173, data_time: 0.531, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4706, loss: 1.4706, grad_norm: 5.3988 2020-07-26 20:32:47,806 - mmaction - INFO - Epoch [59][40/3757] lr: 2.000e-03, eta: 1 day, 5:39:48, time: 0.696, data_time: 0.002, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4480, loss: 1.4480, grad_norm: 5.3720 2020-07-26 20:33:01,147 - mmaction - INFO - Epoch [59][60/3757] lr: 2.000e-03, eta: 1 day, 5:39:34, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.3950 2020-07-26 20:33:14,277 - mmaction - INFO - Epoch [59][80/3757] lr: 2.000e-03, eta: 1 day, 5:39:20, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.4361 2020-07-26 20:33:28,733 - mmaction - INFO - Epoch [59][100/3757] lr: 2.000e-03, eta: 1 day, 5:39:07, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8336, loss_cls: 1.5096, loss: 1.5096, grad_norm: 5.5943 2020-07-26 20:33:41,950 - mmaction - INFO - Epoch [59][120/3757] lr: 2.000e-03, eta: 1 day, 5:38:54, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4289, loss: 1.4289, grad_norm: 5.3028 2020-07-26 20:33:55,373 - mmaction - INFO - Epoch [59][140/3757] lr: 2.000e-03, eta: 1 day, 5:38:40, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5368, loss: 1.5368, grad_norm: 5.4705 2020-07-26 20:34:10,468 - mmaction - INFO - Epoch [59][160/3757] lr: 2.000e-03, eta: 1 day, 5:38:28, time: 0.754, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4746, loss: 1.4746, grad_norm: 5.4693 2020-07-26 20:34:24,710 - mmaction - INFO - Epoch [59][180/3757] lr: 2.000e-03, eta: 1 day, 5:38:15, time: 0.713, data_time: 0.003, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4010, loss: 1.4010, grad_norm: 5.2900 2020-07-26 20:34:39,393 - mmaction - INFO - Epoch [59][200/3757] lr: 2.000e-03, eta: 1 day, 5:38:02, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8711, loss_cls: 1.3529, loss: 1.3529, grad_norm: 5.3788 2020-07-26 20:34:52,326 - mmaction - INFO - Epoch [59][220/3757] lr: 2.000e-03, eta: 1 day, 5:37:48, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4276, loss: 1.4276, grad_norm: 5.5873 2020-07-26 20:35:06,350 - mmaction - INFO - Epoch [59][240/3757] lr: 2.000e-03, eta: 1 day, 5:37:35, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.5465 2020-07-26 20:35:20,217 - mmaction - INFO - Epoch [59][260/3757] lr: 2.000e-03, eta: 1 day, 5:37:21, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8375, loss_cls: 1.4573, loss: 1.4573, grad_norm: 5.4391 2020-07-26 20:35:34,122 - mmaction - INFO - Epoch [59][280/3757] lr: 2.000e-03, eta: 1 day, 5:37:08, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.4838 2020-07-26 20:35:47,868 - mmaction - INFO - Epoch [59][300/3757] lr: 2.000e-03, eta: 1 day, 5:36:55, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3730, loss: 1.3730, grad_norm: 5.2841 2020-07-26 20:36:01,447 - mmaction - INFO - Epoch [59][320/3757] lr: 2.000e-03, eta: 1 day, 5:36:41, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.5145 2020-07-26 20:36:16,349 - mmaction - INFO - Epoch [59][340/3757] lr: 2.000e-03, eta: 1 day, 5:36:29, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.4697 2020-07-26 20:36:29,597 - mmaction - INFO - Epoch [59][360/3757] lr: 2.000e-03, eta: 1 day, 5:36:15, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.4085, loss: 1.4085, grad_norm: 5.4153 2020-07-26 20:36:43,255 - mmaction - INFO - Epoch [59][380/3757] lr: 2.000e-03, eta: 1 day, 5:36:01, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.3244 2020-07-26 20:36:56,947 - mmaction - INFO - Epoch [59][400/3757] lr: 2.000e-03, eta: 1 day, 5:35:48, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4486, loss: 1.4486, grad_norm: 5.3507 2020-07-26 20:37:10,626 - mmaction - INFO - Epoch [59][420/3757] lr: 2.000e-03, eta: 1 day, 5:35:35, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4742, loss: 1.4742, grad_norm: 5.5397 2020-07-26 20:37:24,672 - mmaction - INFO - Epoch [59][440/3757] lr: 2.000e-03, eta: 1 day, 5:35:21, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8547, loss_cls: 1.4340, loss: 1.4340, grad_norm: 5.6707 2020-07-26 20:37:38,626 - mmaction - INFO - Epoch [59][460/3757] lr: 2.000e-03, eta: 1 day, 5:35:08, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4557, loss: 1.4557, grad_norm: 5.4905 2020-07-26 20:37:52,995 - mmaction - INFO - Epoch [59][480/3757] lr: 2.000e-03, eta: 1 day, 5:34:55, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4039, loss: 1.4039, grad_norm: 5.5032 2020-07-26 20:38:06,105 - mmaction - INFO - Epoch [59][500/3757] lr: 2.000e-03, eta: 1 day, 5:34:41, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5375, loss: 1.5375, grad_norm: 5.5359 2020-07-26 20:38:19,728 - mmaction - INFO - Epoch [59][520/3757] lr: 2.000e-03, eta: 1 day, 5:34:28, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.4740 2020-07-26 20:38:33,670 - mmaction - INFO - Epoch [59][540/3757] lr: 2.000e-03, eta: 1 day, 5:34:15, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8344, loss_cls: 1.4559, loss: 1.4559, grad_norm: 5.3938 2020-07-26 20:38:48,101 - mmaction - INFO - Epoch [59][560/3757] lr: 2.000e-03, eta: 1 day, 5:34:02, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.3243, loss: 1.3243, grad_norm: 5.1161 2020-07-26 20:39:01,689 - mmaction - INFO - Epoch [59][580/3757] lr: 2.000e-03, eta: 1 day, 5:33:48, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.1677 2020-07-26 20:39:15,293 - mmaction - INFO - Epoch [59][600/3757] lr: 2.000e-03, eta: 1 day, 5:33:35, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4124, loss: 1.4124, grad_norm: 5.4648 2020-07-26 20:39:28,875 - mmaction - INFO - Epoch [59][620/3757] lr: 2.000e-03, eta: 1 day, 5:33:21, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4109, loss: 1.4109, grad_norm: 5.3713 2020-07-26 20:39:42,827 - mmaction - INFO - Epoch [59][640/3757] lr: 2.000e-03, eta: 1 day, 5:33:08, time: 0.698, data_time: 0.002, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.4041, loss: 1.4041, grad_norm: 5.3908 2020-07-26 20:39:56,247 - mmaction - INFO - Epoch [59][660/3757] lr: 2.000e-03, eta: 1 day, 5:32:54, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3838, loss: 1.3838, grad_norm: 5.3578 2020-07-26 20:40:09,828 - mmaction - INFO - Epoch [59][680/3757] lr: 2.000e-03, eta: 1 day, 5:32:41, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4693, loss: 1.4693, grad_norm: 5.5103 2020-07-26 20:40:24,542 - mmaction - INFO - Epoch [59][700/3757] lr: 2.000e-03, eta: 1 day, 5:32:28, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4492, loss: 1.4492, grad_norm: 5.4493 2020-07-26 20:40:38,165 - mmaction - INFO - Epoch [59][720/3757] lr: 2.000e-03, eta: 1 day, 5:32:15, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.5630 2020-07-26 20:40:51,451 - mmaction - INFO - Epoch [59][740/3757] lr: 2.000e-03, eta: 1 day, 5:32:01, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.2203 2020-07-26 20:41:05,648 - mmaction - INFO - Epoch [59][760/3757] lr: 2.000e-03, eta: 1 day, 5:31:48, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.4079 2020-07-26 20:41:19,530 - mmaction - INFO - Epoch [59][780/3757] lr: 2.000e-03, eta: 1 day, 5:31:35, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.5896, loss: 1.5896, grad_norm: 5.6863 2020-07-26 20:41:33,117 - mmaction - INFO - Epoch [59][800/3757] lr: 2.000e-03, eta: 1 day, 5:31:21, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8703, loss_cls: 1.3738, loss: 1.3738, grad_norm: 5.4323 2020-07-26 20:41:46,801 - mmaction - INFO - Epoch [59][820/3757] lr: 2.000e-03, eta: 1 day, 5:31:08, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.6040 2020-07-26 20:42:00,013 - mmaction - INFO - Epoch [59][840/3757] lr: 2.000e-03, eta: 1 day, 5:30:54, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.3357 2020-07-26 20:42:14,027 - mmaction - INFO - Epoch [59][860/3757] lr: 2.000e-03, eta: 1 day, 5:30:41, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.4330 2020-07-26 20:42:28,718 - mmaction - INFO - Epoch [59][880/3757] lr: 2.000e-03, eta: 1 day, 5:30:28, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4983, loss: 1.4983, grad_norm: 5.5878 2020-07-26 20:42:42,366 - mmaction - INFO - Epoch [59][900/3757] lr: 2.000e-03, eta: 1 day, 5:30:14, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3807, loss: 1.3807, grad_norm: 5.5098 2020-07-26 20:42:56,607 - mmaction - INFO - Epoch [59][920/3757] lr: 2.000e-03, eta: 1 day, 5:30:01, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.3366 2020-07-26 20:43:10,888 - mmaction - INFO - Epoch [59][940/3757] lr: 2.000e-03, eta: 1 day, 5:29:48, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.5422 2020-07-26 20:43:23,935 - mmaction - INFO - Epoch [59][960/3757] lr: 2.000e-03, eta: 1 day, 5:29:35, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8430, loss_cls: 1.4892, loss: 1.4892, grad_norm: 5.6485 2020-07-26 20:43:37,454 - mmaction - INFO - Epoch [59][980/3757] lr: 2.000e-03, eta: 1 day, 5:29:21, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4713, loss: 1.4713, grad_norm: 5.5330 2020-07-26 20:43:51,758 - mmaction - INFO - Epoch [59][1000/3757] lr: 2.000e-03, eta: 1 day, 5:29:08, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8547, loss_cls: 1.4755, loss: 1.4755, grad_norm: 5.4980 2020-07-26 20:44:05,266 - mmaction - INFO - Epoch [59][1020/3757] lr: 2.000e-03, eta: 1 day, 5:28:54, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.5737 2020-07-26 20:44:19,921 - mmaction - INFO - Epoch [59][1040/3757] lr: 2.000e-03, eta: 1 day, 5:28:42, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.3338, loss: 1.3338, grad_norm: 5.4634 2020-07-26 20:44:33,484 - mmaction - INFO - Epoch [59][1060/3757] lr: 2.000e-03, eta: 1 day, 5:28:28, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.5130, loss: 1.5130, grad_norm: 5.6927 2020-07-26 20:44:48,311 - mmaction - INFO - Epoch [59][1080/3757] lr: 2.000e-03, eta: 1 day, 5:28:16, time: 0.740, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5233, loss: 1.5233, grad_norm: 5.8230 2020-07-26 20:45:01,914 - mmaction - INFO - Epoch [59][1100/3757] lr: 2.000e-03, eta: 1 day, 5:28:02, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4180, loss: 1.4180, grad_norm: 5.4757 2020-07-26 20:45:15,465 - mmaction - INFO - Epoch [59][1120/3757] lr: 2.000e-03, eta: 1 day, 5:27:49, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4363, loss: 1.4363, grad_norm: 5.5128 2020-07-26 20:45:29,260 - mmaction - INFO - Epoch [59][1140/3757] lr: 2.000e-03, eta: 1 day, 5:27:35, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8305, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.4660 2020-07-26 20:45:43,133 - mmaction - INFO - Epoch [59][1160/3757] lr: 2.000e-03, eta: 1 day, 5:27:22, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3791, loss: 1.3791, grad_norm: 5.3021 2020-07-26 20:45:56,637 - mmaction - INFO - Epoch [59][1180/3757] lr: 2.000e-03, eta: 1 day, 5:27:08, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4017, loss: 1.4017, grad_norm: 5.3126 2020-07-26 20:46:10,373 - mmaction - INFO - Epoch [59][1200/3757] lr: 2.000e-03, eta: 1 day, 5:26:55, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.5559 2020-07-26 20:46:23,841 - mmaction - INFO - Epoch [59][1220/3757] lr: 2.000e-03, eta: 1 day, 5:26:41, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.2491 2020-07-26 20:46:38,801 - mmaction - INFO - Epoch [59][1240/3757] lr: 2.000e-03, eta: 1 day, 5:26:29, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3541, loss: 1.3541, grad_norm: 5.3433 2020-07-26 20:46:52,351 - mmaction - INFO - Epoch [59][1260/3757] lr: 2.000e-03, eta: 1 day, 5:26:15, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8367, loss_cls: 1.4528, loss: 1.4528, grad_norm: 5.4773 2020-07-26 20:47:05,598 - mmaction - INFO - Epoch [59][1280/3757] lr: 2.000e-03, eta: 1 day, 5:26:02, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5433, loss: 1.5433, grad_norm: 5.6273 2020-07-26 20:47:19,006 - mmaction - INFO - Epoch [59][1300/3757] lr: 2.000e-03, eta: 1 day, 5:25:48, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4393, loss: 1.4393, grad_norm: 5.3777 2020-07-26 20:47:34,096 - mmaction - INFO - Epoch [59][1320/3757] lr: 2.000e-03, eta: 1 day, 5:25:35, time: 0.753, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8344, loss_cls: 1.4678, loss: 1.4678, grad_norm: 5.2812 2020-07-26 20:47:47,116 - mmaction - INFO - Epoch [59][1340/3757] lr: 2.000e-03, eta: 1 day, 5:25:22, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5157, loss: 1.5157, grad_norm: 5.5478 2020-07-26 20:48:01,255 - mmaction - INFO - Epoch [59][1360/3757] lr: 2.000e-03, eta: 1 day, 5:25:08, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4543, loss: 1.4543, grad_norm: 5.2988 2020-07-26 20:48:14,610 - mmaction - INFO - Epoch [59][1380/3757] lr: 2.000e-03, eta: 1 day, 5:24:55, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.5703 2020-07-26 20:48:28,260 - mmaction - INFO - Epoch [59][1400/3757] lr: 2.000e-03, eta: 1 day, 5:24:41, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.5953 2020-07-26 20:48:41,750 - mmaction - INFO - Epoch [59][1420/3757] lr: 2.000e-03, eta: 1 day, 5:24:28, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.5581, loss: 1.5581, grad_norm: 5.6338 2020-07-26 20:48:55,513 - mmaction - INFO - Epoch [59][1440/3757] lr: 2.000e-03, eta: 1 day, 5:24:14, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5756, loss: 1.5756, grad_norm: 5.4949 2020-07-26 20:49:09,045 - mmaction - INFO - Epoch [59][1460/3757] lr: 2.000e-03, eta: 1 day, 5:24:01, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.2835 2020-07-26 20:49:22,929 - mmaction - INFO - Epoch [59][1480/3757] lr: 2.000e-03, eta: 1 day, 5:23:48, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.4696 2020-07-26 20:49:36,854 - mmaction - INFO - Epoch [59][1500/3757] lr: 2.000e-03, eta: 1 day, 5:23:34, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3937, loss: 1.3937, grad_norm: 5.2813 2020-07-26 20:49:50,629 - mmaction - INFO - Epoch [59][1520/3757] lr: 2.000e-03, eta: 1 day, 5:23:21, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3879, loss: 1.3879, grad_norm: 5.3297 2020-07-26 20:50:05,244 - mmaction - INFO - Epoch [59][1540/3757] lr: 2.000e-03, eta: 1 day, 5:23:08, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.3998, loss: 1.3998, grad_norm: 5.3396 2020-07-26 20:50:19,626 - mmaction - INFO - Epoch [59][1560/3757] lr: 2.000e-03, eta: 1 day, 5:22:55, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5020, loss: 1.5020, grad_norm: 5.5142 2020-07-26 20:50:33,352 - mmaction - INFO - Epoch [59][1580/3757] lr: 2.000e-03, eta: 1 day, 5:22:42, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4195, loss: 1.4195, grad_norm: 5.3648 2020-07-26 20:50:47,960 - mmaction - INFO - Epoch [59][1600/3757] lr: 2.000e-03, eta: 1 day, 5:22:29, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.4386, loss: 1.4386, grad_norm: 5.4201 2020-07-26 20:51:01,290 - mmaction - INFO - Epoch [59][1620/3757] lr: 2.000e-03, eta: 1 day, 5:22:15, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4580, loss: 1.4580, grad_norm: 5.4096 2020-07-26 20:51:15,755 - mmaction - INFO - Epoch [59][1640/3757] lr: 2.000e-03, eta: 1 day, 5:22:02, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.4921 2020-07-26 20:51:29,505 - mmaction - INFO - Epoch [59][1660/3757] lr: 2.000e-03, eta: 1 day, 5:21:49, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5104, loss: 1.5104, grad_norm: 5.5307 2020-07-26 20:51:43,364 - mmaction - INFO - Epoch [59][1680/3757] lr: 2.000e-03, eta: 1 day, 5:21:36, time: 0.693, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.4046 2020-07-26 20:51:57,017 - mmaction - INFO - Epoch [59][1700/3757] lr: 2.000e-03, eta: 1 day, 5:21:22, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3687, loss: 1.3687, grad_norm: 5.2862 2020-07-26 20:52:11,816 - mmaction - INFO - Epoch [59][1720/3757] lr: 2.000e-03, eta: 1 day, 5:21:10, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.5591 2020-07-26 20:52:26,466 - mmaction - INFO - Epoch [59][1740/3757] lr: 2.000e-03, eta: 1 day, 5:20:57, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6211, top5_acc: 0.8406, loss_cls: 1.4967, loss: 1.4967, grad_norm: 5.5344 2020-07-26 20:52:40,874 - mmaction - INFO - Epoch [59][1760/3757] lr: 2.000e-03, eta: 1 day, 5:20:44, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5061, loss: 1.5061, grad_norm: 5.5795 2020-07-26 20:52:54,498 - mmaction - INFO - Epoch [59][1780/3757] lr: 2.000e-03, eta: 1 day, 5:20:30, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4748, loss: 1.4748, grad_norm: 5.2352 2020-07-26 20:53:08,572 - mmaction - INFO - Epoch [59][1800/3757] lr: 2.000e-03, eta: 1 day, 5:20:17, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4035, loss: 1.4035, grad_norm: 5.3405 2020-07-26 20:53:22,351 - mmaction - INFO - Epoch [59][1820/3757] lr: 2.000e-03, eta: 1 day, 5:20:04, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.5018, loss: 1.5018, grad_norm: 5.5152 2020-07-26 20:53:35,895 - mmaction - INFO - Epoch [59][1840/3757] lr: 2.000e-03, eta: 1 day, 5:19:50, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4844, loss: 1.4844, grad_norm: 5.4122 2020-07-26 20:53:49,650 - mmaction - INFO - Epoch [59][1860/3757] lr: 2.000e-03, eta: 1 day, 5:19:37, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3816, loss: 1.3816, grad_norm: 5.4168 2020-07-26 20:54:03,889 - mmaction - INFO - Epoch [59][1880/3757] lr: 2.000e-03, eta: 1 day, 5:19:24, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.3031 2020-07-26 20:54:17,972 - mmaction - INFO - Epoch [59][1900/3757] lr: 2.000e-03, eta: 1 day, 5:19:11, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4575, loss: 1.4575, grad_norm: 5.3964 2020-07-26 20:54:31,802 - mmaction - INFO - Epoch [59][1920/3757] lr: 2.000e-03, eta: 1 day, 5:18:57, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.4417 2020-07-26 20:54:45,545 - mmaction - INFO - Epoch [59][1940/3757] lr: 2.000e-03, eta: 1 day, 5:18:44, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.3612 2020-07-26 20:55:00,074 - mmaction - INFO - Epoch [59][1960/3757] lr: 2.000e-03, eta: 1 day, 5:18:31, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8453, loss_cls: 1.5015, loss: 1.5015, grad_norm: 5.5947 2020-07-26 20:55:13,220 - mmaction - INFO - Epoch [59][1980/3757] lr: 2.000e-03, eta: 1 day, 5:18:17, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4616, loss: 1.4616, grad_norm: 5.3763 2020-07-26 20:55:28,261 - mmaction - INFO - Epoch [59][2000/3757] lr: 2.000e-03, eta: 1 day, 5:18:05, time: 0.752, data_time: 0.008, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.4113, loss: 1.4113, grad_norm: 5.3900 2020-07-26 20:55:42,637 - mmaction - INFO - Epoch [59][2020/3757] lr: 2.000e-03, eta: 1 day, 5:17:52, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4549, loss: 1.4549, grad_norm: 5.3636 2020-07-26 20:55:56,525 - mmaction - INFO - Epoch [59][2040/3757] lr: 2.000e-03, eta: 1 day, 5:17:39, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.3652 2020-07-26 20:56:10,687 - mmaction - INFO - Epoch [59][2060/3757] lr: 2.000e-03, eta: 1 day, 5:17:26, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5170, loss: 1.5170, grad_norm: 5.6049 2020-07-26 20:56:25,169 - mmaction - INFO - Epoch [59][2080/3757] lr: 2.000e-03, eta: 1 day, 5:17:13, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.3920 2020-07-26 20:56:39,080 - mmaction - INFO - Epoch [59][2100/3757] lr: 2.000e-03, eta: 1 day, 5:16:59, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3842, loss: 1.3842, grad_norm: 5.3571 2020-07-26 20:56:52,521 - mmaction - INFO - Epoch [59][2120/3757] lr: 2.000e-03, eta: 1 day, 5:16:46, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.4179, loss: 1.4179, grad_norm: 5.3961 2020-07-26 20:57:06,613 - mmaction - INFO - Epoch [59][2140/3757] lr: 2.000e-03, eta: 1 day, 5:16:33, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8523, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.5931 2020-07-26 20:57:20,268 - mmaction - INFO - Epoch [59][2160/3757] lr: 2.000e-03, eta: 1 day, 5:16:19, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.4575 2020-07-26 20:57:34,106 - mmaction - INFO - Epoch [59][2180/3757] lr: 2.000e-03, eta: 1 day, 5:16:06, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8555, loss_cls: 1.4904, loss: 1.4904, grad_norm: 5.5974 2020-07-26 20:57:47,481 - mmaction - INFO - Epoch [59][2200/3757] lr: 2.000e-03, eta: 1 day, 5:15:52, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.5317 2020-07-26 20:58:02,324 - mmaction - INFO - Epoch [59][2220/3757] lr: 2.000e-03, eta: 1 day, 5:15:39, time: 0.746, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.3905 2020-07-26 20:58:15,630 - mmaction - INFO - Epoch [59][2240/3757] lr: 2.000e-03, eta: 1 day, 5:15:26, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.4594 2020-07-26 20:58:29,685 - mmaction - INFO - Epoch [59][2260/3757] lr: 2.000e-03, eta: 1 day, 5:15:13, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3498, loss: 1.3498, grad_norm: 5.3632 2020-07-26 20:58:43,755 - mmaction - INFO - Epoch [59][2280/3757] lr: 2.000e-03, eta: 1 day, 5:14:59, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.3917 2020-07-26 20:58:57,620 - mmaction - INFO - Epoch [59][2300/3757] lr: 2.000e-03, eta: 1 day, 5:14:46, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.4921 2020-07-26 20:59:11,508 - mmaction - INFO - Epoch [59][2320/3757] lr: 2.000e-03, eta: 1 day, 5:14:33, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.5344 2020-07-26 20:59:25,065 - mmaction - INFO - Epoch [59][2340/3757] lr: 2.000e-03, eta: 1 day, 5:14:19, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4810, loss: 1.4810, grad_norm: 5.4258 2020-07-26 20:59:38,490 - mmaction - INFO - Epoch [59][2360/3757] lr: 2.000e-03, eta: 1 day, 5:14:06, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.3177 2020-07-26 20:59:52,992 - mmaction - INFO - Epoch [59][2380/3757] lr: 2.000e-03, eta: 1 day, 5:13:53, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.4316, loss: 1.4316, grad_norm: 5.3505 2020-07-26 21:00:08,397 - mmaction - INFO - Epoch [59][2400/3757] lr: 2.000e-03, eta: 1 day, 5:13:41, time: 0.771, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3227, loss: 1.3227, grad_norm: 5.1987 2020-07-26 21:00:21,889 - mmaction - INFO - Epoch [59][2420/3757] lr: 2.000e-03, eta: 1 day, 5:13:27, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4301, loss: 1.4301, grad_norm: 5.2883 2020-07-26 21:00:35,389 - mmaction - INFO - Epoch [59][2440/3757] lr: 2.000e-03, eta: 1 day, 5:13:13, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.5066, loss: 1.5066, grad_norm: 5.6999 2020-07-26 21:00:49,089 - mmaction - INFO - Epoch [59][2460/3757] lr: 2.000e-03, eta: 1 day, 5:13:00, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.4707, loss: 1.4707, grad_norm: 5.6566 2020-07-26 21:01:03,533 - mmaction - INFO - Epoch [59][2480/3757] lr: 2.000e-03, eta: 1 day, 5:12:47, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.5246 2020-07-26 21:01:17,326 - mmaction - INFO - Epoch [59][2500/3757] lr: 2.000e-03, eta: 1 day, 5:12:34, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.4835 2020-07-26 21:01:31,826 - mmaction - INFO - Epoch [59][2520/3757] lr: 2.000e-03, eta: 1 day, 5:12:21, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4665, loss: 1.4665, grad_norm: 5.4843 2020-07-26 21:01:44,909 - mmaction - INFO - Epoch [59][2540/3757] lr: 2.000e-03, eta: 1 day, 5:12:07, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.4048 2020-07-26 21:02:00,286 - mmaction - INFO - Epoch [59][2560/3757] lr: 2.000e-03, eta: 1 day, 5:11:55, time: 0.765, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4510, loss: 1.4510, grad_norm: 5.6008 2020-07-26 21:02:13,394 - mmaction - INFO - Epoch [59][2580/3757] lr: 2.000e-03, eta: 1 day, 5:11:41, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4097, loss: 1.4097, grad_norm: 5.3926 2020-07-26 21:02:26,867 - mmaction - INFO - Epoch [59][2600/3757] lr: 2.000e-03, eta: 1 day, 5:11:27, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4409, loss: 1.4409, grad_norm: 5.4633 2020-07-26 21:02:40,731 - mmaction - INFO - Epoch [59][2620/3757] lr: 2.000e-03, eta: 1 day, 5:11:14, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.4080 2020-07-26 21:02:54,379 - mmaction - INFO - Epoch [59][2640/3757] lr: 2.000e-03, eta: 1 day, 5:11:00, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.6174 2020-07-26 21:03:07,591 - mmaction - INFO - Epoch [59][2660/3757] lr: 2.000e-03, eta: 1 day, 5:10:47, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.5396 2020-07-26 21:03:22,121 - mmaction - INFO - Epoch [59][2680/3757] lr: 2.000e-03, eta: 1 day, 5:10:34, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8195, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.6383 2020-07-26 21:03:35,775 - mmaction - INFO - Epoch [59][2700/3757] lr: 2.000e-03, eta: 1 day, 5:10:20, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3690, loss: 1.3690, grad_norm: 5.3853 2020-07-26 21:03:49,406 - mmaction - INFO - Epoch [59][2720/3757] lr: 2.000e-03, eta: 1 day, 5:10:07, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5381, loss: 1.5381, grad_norm: 5.6677 2020-07-26 21:04:04,748 - mmaction - INFO - Epoch [59][2740/3757] lr: 2.000e-03, eta: 1 day, 5:09:55, time: 0.766, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4059, loss: 1.4059, grad_norm: 5.3149 2020-07-26 21:04:19,436 - mmaction - INFO - Epoch [59][2760/3757] lr: 2.000e-03, eta: 1 day, 5:09:42, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4389, loss: 1.4389, grad_norm: 5.3912 2020-07-26 21:04:32,418 - mmaction - INFO - Epoch [59][2780/3757] lr: 2.000e-03, eta: 1 day, 5:09:28, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8539, loss_cls: 1.4249, loss: 1.4249, grad_norm: 5.4061 2020-07-26 21:04:46,140 - mmaction - INFO - Epoch [59][2800/3757] lr: 2.000e-03, eta: 1 day, 5:09:15, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8414, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.5834 2020-07-26 21:05:00,158 - mmaction - INFO - Epoch [59][2820/3757] lr: 2.000e-03, eta: 1 day, 5:09:01, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8422, loss_cls: 1.3905, loss: 1.3905, grad_norm: 5.4114 2020-07-26 21:05:13,815 - mmaction - INFO - Epoch [59][2840/3757] lr: 2.000e-03, eta: 1 day, 5:08:48, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3018, loss: 1.3018, grad_norm: 5.1540 2020-07-26 21:05:27,697 - mmaction - INFO - Epoch [59][2860/3757] lr: 2.000e-03, eta: 1 day, 5:08:35, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.3929 2020-07-26 21:05:42,650 - mmaction - INFO - Epoch [59][2880/3757] lr: 2.000e-03, eta: 1 day, 5:08:22, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.4056, loss: 1.4056, grad_norm: 5.5009 2020-07-26 21:05:56,411 - mmaction - INFO - Epoch [59][2900/3757] lr: 2.000e-03, eta: 1 day, 5:08:09, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4503, loss: 1.4503, grad_norm: 5.5143 2020-07-26 21:06:09,790 - mmaction - INFO - Epoch [59][2920/3757] lr: 2.000e-03, eta: 1 day, 5:07:55, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5332, loss: 1.5332, grad_norm: 5.7519 2020-07-26 21:06:24,468 - mmaction - INFO - Epoch [59][2940/3757] lr: 2.000e-03, eta: 1 day, 5:07:42, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.5371, loss: 1.5371, grad_norm: 5.6246 2020-07-26 21:06:38,432 - mmaction - INFO - Epoch [59][2960/3757] lr: 2.000e-03, eta: 1 day, 5:07:29, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4823, loss: 1.4823, grad_norm: 5.5796 2020-07-26 21:06:52,313 - mmaction - INFO - Epoch [59][2980/3757] lr: 2.000e-03, eta: 1 day, 5:07:16, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5292, loss: 1.5292, grad_norm: 5.6775 2020-07-26 21:07:06,834 - mmaction - INFO - Epoch [59][3000/3757] lr: 2.000e-03, eta: 1 day, 5:07:03, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.5334 2020-07-26 21:07:21,243 - mmaction - INFO - Epoch [59][3020/3757] lr: 2.000e-03, eta: 1 day, 5:06:50, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.5376 2020-07-26 21:07:35,163 - mmaction - INFO - Epoch [59][3040/3757] lr: 2.000e-03, eta: 1 day, 5:06:37, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4181, loss: 1.4181, grad_norm: 5.3154 2020-07-26 21:07:48,886 - mmaction - INFO - Epoch [59][3060/3757] lr: 2.000e-03, eta: 1 day, 5:06:23, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.4257 2020-07-26 21:08:03,561 - mmaction - INFO - Epoch [59][3080/3757] lr: 2.000e-03, eta: 1 day, 5:06:10, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4266, loss: 1.4266, grad_norm: 5.3887 2020-07-26 21:08:17,830 - mmaction - INFO - Epoch [59][3100/3757] lr: 2.000e-03, eta: 1 day, 5:05:57, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.4249 2020-07-26 21:08:31,199 - mmaction - INFO - Epoch [59][3120/3757] lr: 2.000e-03, eta: 1 day, 5:05:44, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.6653 2020-07-26 21:08:44,919 - mmaction - INFO - Epoch [59][3140/3757] lr: 2.000e-03, eta: 1 day, 5:05:30, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.4056 2020-07-26 21:08:59,468 - mmaction - INFO - Epoch [59][3160/3757] lr: 2.000e-03, eta: 1 day, 5:05:17, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6250, top5_acc: 0.8336, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.5660 2020-07-26 21:09:12,975 - mmaction - INFO - Epoch [59][3180/3757] lr: 2.000e-03, eta: 1 day, 5:05:04, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4753, loss: 1.4753, grad_norm: 5.5749 2020-07-26 21:09:27,834 - mmaction - INFO - Epoch [59][3200/3757] lr: 2.000e-03, eta: 1 day, 5:04:51, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4111, loss: 1.4111, grad_norm: 5.4717 2020-07-26 21:09:41,711 - mmaction - INFO - Epoch [59][3220/3757] lr: 2.000e-03, eta: 1 day, 5:04:38, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4569, loss: 1.4569, grad_norm: 5.5799 2020-07-26 21:09:56,269 - mmaction - INFO - Epoch [59][3240/3757] lr: 2.000e-03, eta: 1 day, 5:04:25, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5085, loss: 1.5085, grad_norm: 5.7046 2020-07-26 21:10:10,067 - mmaction - INFO - Epoch [59][3260/3757] lr: 2.000e-03, eta: 1 day, 5:04:12, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.4895 2020-07-26 21:10:24,291 - mmaction - INFO - Epoch [59][3280/3757] lr: 2.000e-03, eta: 1 day, 5:03:59, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4593, loss: 1.4593, grad_norm: 5.4103 2020-07-26 21:10:38,273 - mmaction - INFO - Epoch [59][3300/3757] lr: 2.000e-03, eta: 1 day, 5:03:45, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3808, loss: 1.3808, grad_norm: 5.2799 2020-07-26 21:10:51,828 - mmaction - INFO - Epoch [59][3320/3757] lr: 2.000e-03, eta: 1 day, 5:03:32, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8266, loss_cls: 1.5197, loss: 1.5197, grad_norm: 5.5254 2020-07-26 21:11:05,872 - mmaction - INFO - Epoch [59][3340/3757] lr: 2.000e-03, eta: 1 day, 5:03:19, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.4323 2020-07-26 21:11:19,529 - mmaction - INFO - Epoch [59][3360/3757] lr: 2.000e-03, eta: 1 day, 5:03:05, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.5625 2020-07-26 21:11:34,150 - mmaction - INFO - Epoch [59][3380/3757] lr: 2.000e-03, eta: 1 day, 5:02:52, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.2844 2020-07-26 21:11:47,768 - mmaction - INFO - Epoch [59][3400/3757] lr: 2.000e-03, eta: 1 day, 5:02:39, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4767, loss: 1.4767, grad_norm: 5.4812 2020-07-26 21:12:02,112 - mmaction - INFO - Epoch [59][3420/3757] lr: 2.000e-03, eta: 1 day, 5:02:26, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4390, loss: 1.4390, grad_norm: 5.4867 2020-07-26 21:12:15,979 - mmaction - INFO - Epoch [59][3440/3757] lr: 2.000e-03, eta: 1 day, 5:02:13, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.3619 2020-07-26 21:12:30,276 - mmaction - INFO - Epoch [59][3460/3757] lr: 2.000e-03, eta: 1 day, 5:02:00, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.5022, loss: 1.5022, grad_norm: 5.6325 2020-07-26 21:12:44,879 - mmaction - INFO - Epoch [59][3480/3757] lr: 2.000e-03, eta: 1 day, 5:01:47, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.7496 2020-07-26 21:12:58,886 - mmaction - INFO - Epoch [59][3500/3757] lr: 2.000e-03, eta: 1 day, 5:01:34, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4544, loss: 1.4544, grad_norm: 5.5675 2020-07-26 21:13:12,143 - mmaction - INFO - Epoch [59][3520/3757] lr: 2.000e-03, eta: 1 day, 5:01:20, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4863, loss: 1.4863, grad_norm: 5.6487 2020-07-26 21:13:25,631 - mmaction - INFO - Epoch [59][3540/3757] lr: 2.000e-03, eta: 1 day, 5:01:06, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4751, loss: 1.4751, grad_norm: 5.6200 2020-07-26 21:13:39,442 - mmaction - INFO - Epoch [59][3560/3757] lr: 2.000e-03, eta: 1 day, 5:00:53, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.4089, loss: 1.4089, grad_norm: 5.5661 2020-07-26 21:13:53,044 - mmaction - INFO - Epoch [59][3580/3757] lr: 2.000e-03, eta: 1 day, 5:00:39, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4060, loss: 1.4060, grad_norm: 5.4073 2020-07-26 21:14:06,359 - mmaction - INFO - Epoch [59][3600/3757] lr: 2.000e-03, eta: 1 day, 5:00:26, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.3835, loss: 1.3835, grad_norm: 5.3151 2020-07-26 21:14:20,070 - mmaction - INFO - Epoch [59][3620/3757] lr: 2.000e-03, eta: 1 day, 5:00:12, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4663, loss: 1.4663, grad_norm: 5.6576 2020-07-26 21:14:34,469 - mmaction - INFO - Epoch [59][3640/3757] lr: 2.000e-03, eta: 1 day, 4:59:59, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4011, loss: 1.4011, grad_norm: 5.4994 2020-07-26 21:14:48,740 - mmaction - INFO - Epoch [59][3660/3757] lr: 2.000e-03, eta: 1 day, 4:59:46, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5085, loss: 1.5085, grad_norm: 5.5814 2020-07-26 21:15:01,980 - mmaction - INFO - Epoch [59][3680/3757] lr: 2.000e-03, eta: 1 day, 4:59:33, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4141, loss: 1.4141, grad_norm: 5.5069 2020-07-26 21:15:16,559 - mmaction - INFO - Epoch [59][3700/3757] lr: 2.000e-03, eta: 1 day, 4:59:20, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3808, loss: 1.3808, grad_norm: 5.5485 2020-07-26 21:15:30,614 - mmaction - INFO - Epoch [59][3720/3757] lr: 2.000e-03, eta: 1 day, 4:59:07, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.5546 2020-07-26 21:15:44,685 - mmaction - INFO - Epoch [59][3740/3757] lr: 2.000e-03, eta: 1 day, 4:58:53, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6102, top5_acc: 0.8320, loss_cls: 1.5643, loss: 1.5643, grad_norm: 5.6480 2020-07-26 21:15:56,542 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-07-26 21:16:22,209 - mmaction - INFO - Epoch [60][20/3757] lr: 2.000e-03, eta: 1 day, 4:58:28, time: 1.252, data_time: 0.597, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.3903, loss: 1.3903, grad_norm: 5.4470 2020-07-26 21:16:34,778 - mmaction - INFO - Epoch [60][40/3757] lr: 2.000e-03, eta: 1 day, 4:58:14, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.5390 2020-07-26 21:16:48,857 - mmaction - INFO - Epoch [60][60/3757] lr: 2.000e-03, eta: 1 day, 4:58:01, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.5329 2020-07-26 21:17:02,137 - mmaction - INFO - Epoch [60][80/3757] lr: 2.000e-03, eta: 1 day, 4:57:47, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8203, loss_cls: 1.5638, loss: 1.5638, grad_norm: 5.7785 2020-07-26 21:17:16,393 - mmaction - INFO - Epoch [60][100/3757] lr: 2.000e-03, eta: 1 day, 4:57:34, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3601, loss: 1.3601, grad_norm: 5.3542 2020-07-26 21:17:30,517 - mmaction - INFO - Epoch [60][120/3757] lr: 2.000e-03, eta: 1 day, 4:57:21, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3991, loss: 1.3991, grad_norm: 5.5243 2020-07-26 21:17:44,150 - mmaction - INFO - Epoch [60][140/3757] lr: 2.000e-03, eta: 1 day, 4:57:07, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4609, loss: 1.4609, grad_norm: 5.5544 2020-07-26 21:17:58,140 - mmaction - INFO - Epoch [60][160/3757] lr: 2.000e-03, eta: 1 day, 4:56:54, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.4239 2020-07-26 21:18:11,889 - mmaction - INFO - Epoch [60][180/3757] lr: 2.000e-03, eta: 1 day, 4:56:41, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.5993 2020-07-26 21:18:25,934 - mmaction - INFO - Epoch [60][200/3757] lr: 2.000e-03, eta: 1 day, 4:56:28, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3657, loss: 1.3657, grad_norm: 5.2816 2020-07-26 21:18:40,137 - mmaction - INFO - Epoch [60][220/3757] lr: 2.000e-03, eta: 1 day, 4:56:15, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.4044 2020-07-26 21:18:53,419 - mmaction - INFO - Epoch [60][240/3757] lr: 2.000e-03, eta: 1 day, 4:56:01, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.4127, loss: 1.4127, grad_norm: 5.6344 2020-07-26 21:19:06,861 - mmaction - INFO - Epoch [60][260/3757] lr: 2.000e-03, eta: 1 day, 4:55:47, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4466, loss: 1.4466, grad_norm: 5.6303 2020-07-26 21:19:23,016 - mmaction - INFO - Epoch [60][280/3757] lr: 2.000e-03, eta: 1 day, 4:55:35, time: 0.805, data_time: 0.004, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8406, loss_cls: 1.4987, loss: 1.4987, grad_norm: 5.5739 2020-07-26 21:19:35,787 - mmaction - INFO - Epoch [60][300/3757] lr: 2.000e-03, eta: 1 day, 4:55:21, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4155, loss: 1.4155, grad_norm: 5.4803 2020-07-26 21:19:49,797 - mmaction - INFO - Epoch [60][320/3757] lr: 2.000e-03, eta: 1 day, 4:55:08, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4479, loss: 1.4479, grad_norm: 5.6125 2020-07-26 21:20:03,351 - mmaction - INFO - Epoch [60][340/3757] lr: 2.000e-03, eta: 1 day, 4:54:55, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.6022 2020-07-26 21:20:18,126 - mmaction - INFO - Epoch [60][360/3757] lr: 2.000e-03, eta: 1 day, 4:54:42, time: 0.738, data_time: 0.002, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4294, loss: 1.4294, grad_norm: 5.4839 2020-07-26 21:20:32,662 - mmaction - INFO - Epoch [60][380/3757] lr: 2.000e-03, eta: 1 day, 4:54:29, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.4378 2020-07-26 21:20:46,227 - mmaction - INFO - Epoch [60][400/3757] lr: 2.000e-03, eta: 1 day, 4:54:16, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.3967, loss: 1.3967, grad_norm: 5.5755 2020-07-26 21:21:00,016 - mmaction - INFO - Epoch [60][420/3757] lr: 2.000e-03, eta: 1 day, 4:54:02, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.5194 2020-07-26 21:21:13,749 - mmaction - INFO - Epoch [60][440/3757] lr: 2.000e-03, eta: 1 day, 4:53:49, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.5628 2020-07-26 21:21:28,351 - mmaction - INFO - Epoch [60][460/3757] lr: 2.000e-03, eta: 1 day, 4:53:36, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5125, loss: 1.5125, grad_norm: 5.4815 2020-07-26 21:21:41,900 - mmaction - INFO - Epoch [60][480/3757] lr: 2.000e-03, eta: 1 day, 4:53:22, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4076, loss: 1.4076, grad_norm: 5.4459 2020-07-26 21:21:55,286 - mmaction - INFO - Epoch [60][500/3757] lr: 2.000e-03, eta: 1 day, 4:53:09, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.5893 2020-07-26 21:22:08,996 - mmaction - INFO - Epoch [60][520/3757] lr: 2.000e-03, eta: 1 day, 4:52:55, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3964, loss: 1.3964, grad_norm: 5.4394 2020-07-26 21:22:23,051 - mmaction - INFO - Epoch [60][540/3757] lr: 2.000e-03, eta: 1 day, 4:52:42, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.3839, loss: 1.3839, grad_norm: 5.3354 2020-07-26 21:22:37,348 - mmaction - INFO - Epoch [60][560/3757] lr: 2.000e-03, eta: 1 day, 4:52:29, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.4895, loss: 1.4895, grad_norm: 5.5332 2020-07-26 21:22:51,363 - mmaction - INFO - Epoch [60][580/3757] lr: 2.000e-03, eta: 1 day, 4:52:16, time: 0.701, data_time: 0.009, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.3981 2020-07-26 21:23:04,855 - mmaction - INFO - Epoch [60][600/3757] lr: 2.000e-03, eta: 1 day, 4:52:02, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.5773 2020-07-26 21:23:18,426 - mmaction - INFO - Epoch [60][620/3757] lr: 2.000e-03, eta: 1 day, 4:51:49, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.3039 2020-07-26 21:23:32,459 - mmaction - INFO - Epoch [60][640/3757] lr: 2.000e-03, eta: 1 day, 4:51:36, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4557, loss: 1.4557, grad_norm: 5.6280 2020-07-26 21:23:46,651 - mmaction - INFO - Epoch [60][660/3757] lr: 2.000e-03, eta: 1 day, 4:51:22, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.6088 2020-07-26 21:24:01,129 - mmaction - INFO - Epoch [60][680/3757] lr: 2.000e-03, eta: 1 day, 4:51:10, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5272, loss: 1.5272, grad_norm: 5.5322 2020-07-26 21:24:15,040 - mmaction - INFO - Epoch [60][700/3757] lr: 2.000e-03, eta: 1 day, 4:50:56, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.6423 2020-07-26 21:24:29,041 - mmaction - INFO - Epoch [60][720/3757] lr: 2.000e-03, eta: 1 day, 4:50:43, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.6672 2020-07-26 21:24:43,473 - mmaction - INFO - Epoch [60][740/3757] lr: 2.000e-03, eta: 1 day, 4:50:30, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3803, loss: 1.3803, grad_norm: 5.5094 2020-07-26 21:24:56,796 - mmaction - INFO - Epoch [60][760/3757] lr: 2.000e-03, eta: 1 day, 4:50:16, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5117, loss: 1.5117, grad_norm: 5.6527 2020-07-26 21:25:10,618 - mmaction - INFO - Epoch [60][780/3757] lr: 2.000e-03, eta: 1 day, 4:50:03, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.4976, loss: 1.4976, grad_norm: 5.5370 2020-07-26 21:25:24,743 - mmaction - INFO - Epoch [60][800/3757] lr: 2.000e-03, eta: 1 day, 4:49:50, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4189, loss: 1.4189, grad_norm: 5.4225 2020-07-26 21:25:38,605 - mmaction - INFO - Epoch [60][820/3757] lr: 2.000e-03, eta: 1 day, 4:49:37, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3611, loss: 1.3611, grad_norm: 5.4470 2020-07-26 21:25:52,991 - mmaction - INFO - Epoch [60][840/3757] lr: 2.000e-03, eta: 1 day, 4:49:24, time: 0.720, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4056, loss: 1.4056, grad_norm: 5.4756 2020-07-26 21:26:06,735 - mmaction - INFO - Epoch [60][860/3757] lr: 2.000e-03, eta: 1 day, 4:49:10, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4139, loss: 1.4139, grad_norm: 5.5169 2020-07-26 21:26:20,584 - mmaction - INFO - Epoch [60][880/3757] lr: 2.000e-03, eta: 1 day, 4:48:57, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.5035 2020-07-26 21:26:34,339 - mmaction - INFO - Epoch [60][900/3757] lr: 2.000e-03, eta: 1 day, 4:48:43, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4571, loss: 1.4571, grad_norm: 5.5156 2020-07-26 21:26:48,134 - mmaction - INFO - Epoch [60][920/3757] lr: 2.000e-03, eta: 1 day, 4:48:30, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4070, loss: 1.4070, grad_norm: 5.4090 2020-07-26 21:27:01,789 - mmaction - INFO - Epoch [60][940/3757] lr: 2.000e-03, eta: 1 day, 4:48:17, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.5507 2020-07-26 21:27:15,893 - mmaction - INFO - Epoch [60][960/3757] lr: 2.000e-03, eta: 1 day, 4:48:03, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.4141, loss: 1.4141, grad_norm: 5.4313 2020-07-26 21:27:29,600 - mmaction - INFO - Epoch [60][980/3757] lr: 2.000e-03, eta: 1 day, 4:47:50, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4318, loss: 1.4318, grad_norm: 5.6022 2020-07-26 21:27:43,084 - mmaction - INFO - Epoch [60][1000/3757] lr: 2.000e-03, eta: 1 day, 4:47:36, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3859, loss: 1.3859, grad_norm: 5.3335 2020-07-26 21:27:57,346 - mmaction - INFO - Epoch [60][1020/3757] lr: 2.000e-03, eta: 1 day, 4:47:23, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.5256, loss: 1.5256, grad_norm: 5.8099 2020-07-26 21:28:10,938 - mmaction - INFO - Epoch [60][1040/3757] lr: 2.000e-03, eta: 1 day, 4:47:10, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8578, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.5073 2020-07-26 21:28:24,852 - mmaction - INFO - Epoch [60][1060/3757] lr: 2.000e-03, eta: 1 day, 4:46:56, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.5342 2020-07-26 21:28:40,131 - mmaction - INFO - Epoch [60][1080/3757] lr: 2.000e-03, eta: 1 day, 4:46:44, time: 0.762, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.5404 2020-07-26 21:28:53,473 - mmaction - INFO - Epoch [60][1100/3757] lr: 2.000e-03, eta: 1 day, 4:46:30, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.4811 2020-07-26 21:29:07,224 - mmaction - INFO - Epoch [60][1120/3757] lr: 2.000e-03, eta: 1 day, 4:46:17, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8406, loss_cls: 1.4350, loss: 1.4350, grad_norm: 5.5268 2020-07-26 21:29:20,812 - mmaction - INFO - Epoch [60][1140/3757] lr: 2.000e-03, eta: 1 day, 4:46:04, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8430, loss_cls: 1.5203, loss: 1.5203, grad_norm: 5.7841 2020-07-26 21:29:34,982 - mmaction - INFO - Epoch [60][1160/3757] lr: 2.000e-03, eta: 1 day, 4:45:50, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3924, loss: 1.3924, grad_norm: 5.5139 2020-07-26 21:29:48,767 - mmaction - INFO - Epoch [60][1180/3757] lr: 2.000e-03, eta: 1 day, 4:45:37, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4672, loss: 1.4672, grad_norm: 5.6642 2020-07-26 21:30:03,932 - mmaction - INFO - Epoch [60][1200/3757] lr: 2.000e-03, eta: 1 day, 4:45:25, time: 0.758, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.6101 2020-07-26 21:30:17,054 - mmaction - INFO - Epoch [60][1220/3757] lr: 2.000e-03, eta: 1 day, 4:45:11, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.5009, loss: 1.5009, grad_norm: 5.7040 2020-07-26 21:30:31,345 - mmaction - INFO - Epoch [60][1240/3757] lr: 2.000e-03, eta: 1 day, 4:44:58, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8266, loss_cls: 1.5531, loss: 1.5531, grad_norm: 5.6589 2020-07-26 21:30:45,142 - mmaction - INFO - Epoch [60][1260/3757] lr: 2.000e-03, eta: 1 day, 4:44:44, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3867, loss: 1.3867, grad_norm: 5.4602 2020-07-26 21:31:00,139 - mmaction - INFO - Epoch [60][1280/3757] lr: 2.000e-03, eta: 1 day, 4:44:32, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.4997 2020-07-26 21:31:13,625 - mmaction - INFO - Epoch [60][1300/3757] lr: 2.000e-03, eta: 1 day, 4:44:18, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3719, loss: 1.3719, grad_norm: 5.4757 2020-07-26 21:31:27,747 - mmaction - INFO - Epoch [60][1320/3757] lr: 2.000e-03, eta: 1 day, 4:44:05, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.4165 2020-07-26 21:31:41,627 - mmaction - INFO - Epoch [60][1340/3757] lr: 2.000e-03, eta: 1 day, 4:43:52, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3814, loss: 1.3814, grad_norm: 5.4246 2020-07-26 21:31:55,770 - mmaction - INFO - Epoch [60][1360/3757] lr: 2.000e-03, eta: 1 day, 4:43:39, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3604, loss: 1.3604, grad_norm: 5.4968 2020-07-26 21:32:09,741 - mmaction - INFO - Epoch [60][1380/3757] lr: 2.000e-03, eta: 1 day, 4:43:25, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.7638 2020-07-26 21:32:23,587 - mmaction - INFO - Epoch [60][1400/3757] lr: 2.000e-03, eta: 1 day, 4:43:12, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4318, loss: 1.4318, grad_norm: 5.5794 2020-07-26 21:32:37,531 - mmaction - INFO - Epoch [60][1420/3757] lr: 2.000e-03, eta: 1 day, 4:42:59, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.3102, loss: 1.3102, grad_norm: 5.2005 2020-07-26 21:32:51,970 - mmaction - INFO - Epoch [60][1440/3757] lr: 2.000e-03, eta: 1 day, 4:42:46, time: 0.718, data_time: 0.004, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5384, loss: 1.5384, grad_norm: 5.9015 2020-07-26 21:33:05,482 - mmaction - INFO - Epoch [60][1460/3757] lr: 2.000e-03, eta: 1 day, 4:42:32, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4752, loss: 1.4752, grad_norm: 5.5791 2020-07-26 21:33:19,872 - mmaction - INFO - Epoch [60][1480/3757] lr: 2.000e-03, eta: 1 day, 4:42:19, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4063, loss: 1.4063, grad_norm: 5.5846 2020-07-26 21:33:34,059 - mmaction - INFO - Epoch [60][1500/3757] lr: 2.000e-03, eta: 1 day, 4:42:06, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4820, loss: 1.4820, grad_norm: 5.5635 2020-07-26 21:33:47,640 - mmaction - INFO - Epoch [60][1520/3757] lr: 2.000e-03, eta: 1 day, 4:41:53, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4628, loss: 1.4628, grad_norm: 5.6589 2020-07-26 21:34:01,630 - mmaction - INFO - Epoch [60][1540/3757] lr: 2.000e-03, eta: 1 day, 4:41:39, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4426, loss: 1.4426, grad_norm: 5.3786 2020-07-26 21:34:15,697 - mmaction - INFO - Epoch [60][1560/3757] lr: 2.000e-03, eta: 1 day, 4:41:26, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4750, loss: 1.4750, grad_norm: 5.6859 2020-07-26 21:34:29,211 - mmaction - INFO - Epoch [60][1580/3757] lr: 2.000e-03, eta: 1 day, 4:41:13, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.7632 2020-07-26 21:34:42,895 - mmaction - INFO - Epoch [60][1600/3757] lr: 2.000e-03, eta: 1 day, 4:40:59, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4243, loss: 1.4243, grad_norm: 5.5490 2020-07-26 21:34:56,498 - mmaction - INFO - Epoch [60][1620/3757] lr: 2.000e-03, eta: 1 day, 4:40:46, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5703, loss: 1.5703, grad_norm: 5.8419 2020-07-26 21:35:10,998 - mmaction - INFO - Epoch [60][1640/3757] lr: 2.000e-03, eta: 1 day, 4:40:33, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.6213 2020-07-26 21:35:24,384 - mmaction - INFO - Epoch [60][1660/3757] lr: 2.000e-03, eta: 1 day, 4:40:19, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3867, loss: 1.3867, grad_norm: 5.4569 2020-07-26 21:35:38,482 - mmaction - INFO - Epoch [60][1680/3757] lr: 2.000e-03, eta: 1 day, 4:40:06, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.6674 2020-07-26 21:35:53,308 - mmaction - INFO - Epoch [60][1700/3757] lr: 2.000e-03, eta: 1 day, 4:39:53, time: 0.744, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.4906, loss: 1.4906, grad_norm: 5.6758 2020-07-26 21:36:06,819 - mmaction - INFO - Epoch [60][1720/3757] lr: 2.000e-03, eta: 1 day, 4:39:40, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.6287 2020-07-26 21:36:20,478 - mmaction - INFO - Epoch [60][1740/3757] lr: 2.000e-03, eta: 1 day, 4:39:26, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4339, loss: 1.4339, grad_norm: 5.5236 2020-07-26 21:36:35,579 - mmaction - INFO - Epoch [60][1760/3757] lr: 2.000e-03, eta: 1 day, 4:39:14, time: 0.755, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.6736 2020-07-26 21:36:49,901 - mmaction - INFO - Epoch [60][1780/3757] lr: 2.000e-03, eta: 1 day, 4:39:01, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8117, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.6178 2020-07-26 21:37:03,326 - mmaction - INFO - Epoch [60][1800/3757] lr: 2.000e-03, eta: 1 day, 4:38:47, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4174, loss: 1.4174, grad_norm: 5.4763 2020-07-26 21:37:18,048 - mmaction - INFO - Epoch [60][1820/3757] lr: 2.000e-03, eta: 1 day, 4:38:34, time: 0.733, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4457, loss: 1.4457, grad_norm: 5.5773 2020-07-26 21:37:32,036 - mmaction - INFO - Epoch [60][1840/3757] lr: 2.000e-03, eta: 1 day, 4:38:21, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.3890, loss: 1.3890, grad_norm: 5.4087 2020-07-26 21:37:45,694 - mmaction - INFO - Epoch [60][1860/3757] lr: 2.000e-03, eta: 1 day, 4:38:08, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4614, loss: 1.4614, grad_norm: 5.5599 2020-07-26 21:37:59,294 - mmaction - INFO - Epoch [60][1880/3757] lr: 2.000e-03, eta: 1 day, 4:37:54, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4517, loss: 1.4517, grad_norm: 5.5084 2020-07-26 21:38:13,451 - mmaction - INFO - Epoch [60][1900/3757] lr: 2.000e-03, eta: 1 day, 4:37:41, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.6775 2020-07-26 21:38:27,000 - mmaction - INFO - Epoch [60][1920/3757] lr: 2.000e-03, eta: 1 day, 4:37:27, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8633, loss_cls: 1.4192, loss: 1.4192, grad_norm: 5.4902 2020-07-26 21:38:41,897 - mmaction - INFO - Epoch [60][1940/3757] lr: 2.000e-03, eta: 1 day, 4:37:15, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.5705 2020-07-26 21:38:55,879 - mmaction - INFO - Epoch [60][1960/3757] lr: 2.000e-03, eta: 1 day, 4:37:01, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4376, loss: 1.4376, grad_norm: 5.7065 2020-07-26 21:39:10,360 - mmaction - INFO - Epoch [60][1980/3757] lr: 2.000e-03, eta: 1 day, 4:36:49, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3714, loss: 1.3714, grad_norm: 5.5102 2020-07-26 21:39:24,576 - mmaction - INFO - Epoch [60][2000/3757] lr: 2.000e-03, eta: 1 day, 4:36:35, time: 0.712, data_time: 0.003, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4247, loss: 1.4247, grad_norm: 5.4341 2020-07-26 21:39:38,804 - mmaction - INFO - Epoch [60][2020/3757] lr: 2.000e-03, eta: 1 day, 4:36:22, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4576, loss: 1.4576, grad_norm: 5.7014 2020-07-26 21:39:52,787 - mmaction - INFO - Epoch [60][2040/3757] lr: 2.000e-03, eta: 1 day, 4:36:09, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5194, loss: 1.5194, grad_norm: 5.6256 2020-07-26 21:40:06,879 - mmaction - INFO - Epoch [60][2060/3757] lr: 2.000e-03, eta: 1 day, 4:35:56, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.7075 2020-07-26 21:40:21,390 - mmaction - INFO - Epoch [60][2080/3757] lr: 2.000e-03, eta: 1 day, 4:35:43, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.3841 2020-07-26 21:40:34,790 - mmaction - INFO - Epoch [60][2100/3757] lr: 2.000e-03, eta: 1 day, 4:35:29, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3693, loss: 1.3693, grad_norm: 5.4641 2020-07-26 21:40:49,632 - mmaction - INFO - Epoch [60][2120/3757] lr: 2.000e-03, eta: 1 day, 4:35:17, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4677, loss: 1.4677, grad_norm: 5.5122 2020-07-26 21:41:04,092 - mmaction - INFO - Epoch [60][2140/3757] lr: 2.000e-03, eta: 1 day, 4:35:04, time: 0.723, data_time: 0.003, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3644, loss: 1.3644, grad_norm: 5.4305 2020-07-26 21:41:17,744 - mmaction - INFO - Epoch [60][2160/3757] lr: 2.000e-03, eta: 1 day, 4:34:50, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4322, loss: 1.4322, grad_norm: 5.5784 2020-07-26 21:41:31,535 - mmaction - INFO - Epoch [60][2180/3757] lr: 2.000e-03, eta: 1 day, 4:34:37, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4368, loss: 1.4368, grad_norm: 5.4248 2020-07-26 21:41:45,938 - mmaction - INFO - Epoch [60][2200/3757] lr: 2.000e-03, eta: 1 day, 4:34:24, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3947, loss: 1.3947, grad_norm: 5.6486 2020-07-26 21:42:00,133 - mmaction - INFO - Epoch [60][2220/3757] lr: 2.000e-03, eta: 1 day, 4:34:11, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.5942 2020-07-26 21:42:13,491 - mmaction - INFO - Epoch [60][2240/3757] lr: 2.000e-03, eta: 1 day, 4:33:57, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.4776 2020-07-26 21:42:27,926 - mmaction - INFO - Epoch [60][2260/3757] lr: 2.000e-03, eta: 1 day, 4:33:44, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.6111 2020-07-26 21:42:41,380 - mmaction - INFO - Epoch [60][2280/3757] lr: 2.000e-03, eta: 1 day, 4:33:31, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4620, loss: 1.4620, grad_norm: 5.6080 2020-07-26 21:42:55,804 - mmaction - INFO - Epoch [60][2300/3757] lr: 2.000e-03, eta: 1 day, 4:33:18, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3874, loss: 1.3874, grad_norm: 5.4579 2020-07-26 21:43:09,676 - mmaction - INFO - Epoch [60][2320/3757] lr: 2.000e-03, eta: 1 day, 4:33:04, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.5178 2020-07-26 21:43:23,174 - mmaction - INFO - Epoch [60][2340/3757] lr: 2.000e-03, eta: 1 day, 4:32:51, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8547, loss_cls: 1.4383, loss: 1.4383, grad_norm: 5.7858 2020-07-26 21:43:36,959 - mmaction - INFO - Epoch [60][2360/3757] lr: 2.000e-03, eta: 1 day, 4:32:37, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5458, loss: 1.5458, grad_norm: 5.8348 2020-07-26 21:43:50,388 - mmaction - INFO - Epoch [60][2380/3757] lr: 2.000e-03, eta: 1 day, 4:32:24, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4266, loss: 1.4266, grad_norm: 5.7226 2020-07-26 21:44:04,468 - mmaction - INFO - Epoch [60][2400/3757] lr: 2.000e-03, eta: 1 day, 4:32:11, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.6784 2020-07-26 21:44:18,274 - mmaction - INFO - Epoch [60][2420/3757] lr: 2.000e-03, eta: 1 day, 4:31:57, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3752, loss: 1.3752, grad_norm: 5.4946 2020-07-26 21:44:32,313 - mmaction - INFO - Epoch [60][2440/3757] lr: 2.000e-03, eta: 1 day, 4:31:44, time: 0.703, data_time: 0.003, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4657, loss: 1.4657, grad_norm: 5.7456 2020-07-26 21:44:46,110 - mmaction - INFO - Epoch [60][2460/3757] lr: 2.000e-03, eta: 1 day, 4:31:30, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.7476 2020-07-26 21:45:00,617 - mmaction - INFO - Epoch [60][2480/3757] lr: 2.000e-03, eta: 1 day, 4:31:18, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.6549 2020-07-26 21:45:14,020 - mmaction - INFO - Epoch [60][2500/3757] lr: 2.000e-03, eta: 1 day, 4:31:04, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.8223 2020-07-26 21:45:27,223 - mmaction - INFO - Epoch [60][2520/3757] lr: 2.000e-03, eta: 1 day, 4:30:50, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.5275 2020-07-26 21:45:41,681 - mmaction - INFO - Epoch [60][2540/3757] lr: 2.000e-03, eta: 1 day, 4:30:37, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.3902, loss: 1.3902, grad_norm: 5.5387 2020-07-26 21:45:55,488 - mmaction - INFO - Epoch [60][2560/3757] lr: 2.000e-03, eta: 1 day, 4:30:24, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4192, loss: 1.4192, grad_norm: 5.5194 2020-07-26 21:46:10,467 - mmaction - INFO - Epoch [60][2580/3757] lr: 2.000e-03, eta: 1 day, 4:30:11, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.5850 2020-07-26 21:46:23,571 - mmaction - INFO - Epoch [60][2600/3757] lr: 2.000e-03, eta: 1 day, 4:29:57, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4929, loss: 1.4929, grad_norm: 5.7173 2020-07-26 21:46:36,966 - mmaction - INFO - Epoch [60][2620/3757] lr: 2.000e-03, eta: 1 day, 4:29:44, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8562, loss_cls: 1.4416, loss: 1.4416, grad_norm: 5.6841 2020-07-26 21:46:51,261 - mmaction - INFO - Epoch [60][2640/3757] lr: 2.000e-03, eta: 1 day, 4:29:31, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.6652 2020-07-26 21:47:05,498 - mmaction - INFO - Epoch [60][2660/3757] lr: 2.000e-03, eta: 1 day, 4:29:18, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8375, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.5988 2020-07-26 21:47:20,549 - mmaction - INFO - Epoch [60][2680/3757] lr: 2.000e-03, eta: 1 day, 4:29:05, time: 0.754, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4899, loss: 1.4899, grad_norm: 5.7355 2020-07-26 21:47:33,510 - mmaction - INFO - Epoch [60][2700/3757] lr: 2.000e-03, eta: 1 day, 4:28:51, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.8081 2020-07-26 21:47:47,218 - mmaction - INFO - Epoch [60][2720/3757] lr: 2.000e-03, eta: 1 day, 4:28:38, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4088, loss: 1.4088, grad_norm: 5.5537 2020-07-26 21:48:00,705 - mmaction - INFO - Epoch [60][2740/3757] lr: 2.000e-03, eta: 1 day, 4:28:24, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.4979, loss: 1.4979, grad_norm: 5.8198 2020-07-26 21:48:14,513 - mmaction - INFO - Epoch [60][2760/3757] lr: 2.000e-03, eta: 1 day, 4:28:11, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4644, loss: 1.4644, grad_norm: 5.6900 2020-07-26 21:48:28,388 - mmaction - INFO - Epoch [60][2780/3757] lr: 2.000e-03, eta: 1 day, 4:27:57, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.9150 2020-07-26 21:48:43,265 - mmaction - INFO - Epoch [60][2800/3757] lr: 2.000e-03, eta: 1 day, 4:27:45, time: 0.749, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.5528 2020-07-26 21:48:56,548 - mmaction - INFO - Epoch [60][2820/3757] lr: 2.000e-03, eta: 1 day, 4:27:31, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4564, loss: 1.4564, grad_norm: 5.5927 2020-07-26 21:49:10,784 - mmaction - INFO - Epoch [60][2840/3757] lr: 2.000e-03, eta: 1 day, 4:27:18, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4129, loss: 1.4129, grad_norm: 5.4677 2020-07-26 21:49:25,128 - mmaction - INFO - Epoch [60][2860/3757] lr: 2.000e-03, eta: 1 day, 4:27:05, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4694, loss: 1.4694, grad_norm: 5.4918 2020-07-26 21:49:38,393 - mmaction - INFO - Epoch [60][2880/3757] lr: 2.000e-03, eta: 1 day, 4:26:51, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.4168 2020-07-26 21:49:52,527 - mmaction - INFO - Epoch [60][2900/3757] lr: 2.000e-03, eta: 1 day, 4:26:38, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5114, loss: 1.5114, grad_norm: 5.7643 2020-07-26 21:50:06,834 - mmaction - INFO - Epoch [60][2920/3757] lr: 2.000e-03, eta: 1 day, 4:26:25, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4099, loss: 1.4099, grad_norm: 5.5634 2020-07-26 21:50:20,837 - mmaction - INFO - Epoch [60][2940/3757] lr: 2.000e-03, eta: 1 day, 4:26:12, time: 0.700, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.5682 2020-07-26 21:50:35,031 - mmaction - INFO - Epoch [60][2960/3757] lr: 2.000e-03, eta: 1 day, 4:25:59, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.4109, loss: 1.4109, grad_norm: 5.4695 2020-07-26 21:50:48,506 - mmaction - INFO - Epoch [60][2980/3757] lr: 2.000e-03, eta: 1 day, 4:25:45, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.4594 2020-07-26 21:51:02,608 - mmaction - INFO - Epoch [60][3000/3757] lr: 2.000e-03, eta: 1 day, 4:25:32, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.4079, loss: 1.4079, grad_norm: 5.4663 2020-07-26 21:51:16,277 - mmaction - INFO - Epoch [60][3020/3757] lr: 2.000e-03, eta: 1 day, 4:25:18, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4401, loss: 1.4401, grad_norm: 5.6415 2020-07-26 21:51:30,221 - mmaction - INFO - Epoch [60][3040/3757] lr: 2.000e-03, eta: 1 day, 4:25:05, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4900, loss: 1.4900, grad_norm: 5.7124 2020-07-26 21:51:43,698 - mmaction - INFO - Epoch [60][3060/3757] lr: 2.000e-03, eta: 1 day, 4:24:51, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.5191 2020-07-26 21:51:57,172 - mmaction - INFO - Epoch [60][3080/3757] lr: 2.000e-03, eta: 1 day, 4:24:38, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4988, loss: 1.4988, grad_norm: 5.6349 2020-07-26 21:52:11,219 - mmaction - INFO - Epoch [60][3100/3757] lr: 2.000e-03, eta: 1 day, 4:24:25, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.6202 2020-07-26 21:52:25,450 - mmaction - INFO - Epoch [60][3120/3757] lr: 2.000e-03, eta: 1 day, 4:24:12, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.4710, loss: 1.4710, grad_norm: 5.4405 2020-07-26 21:52:39,338 - mmaction - INFO - Epoch [60][3140/3757] lr: 2.000e-03, eta: 1 day, 4:23:58, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5136, loss: 1.5136, grad_norm: 5.5554 2020-07-26 21:52:53,453 - mmaction - INFO - Epoch [60][3160/3757] lr: 2.000e-03, eta: 1 day, 4:23:45, time: 0.707, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.5434 2020-07-26 21:53:07,710 - mmaction - INFO - Epoch [60][3180/3757] lr: 2.000e-03, eta: 1 day, 4:23:32, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.7790 2020-07-26 21:53:22,068 - mmaction - INFO - Epoch [60][3200/3757] lr: 2.000e-03, eta: 1 day, 4:23:19, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.5615 2020-07-26 21:53:36,269 - mmaction - INFO - Epoch [60][3220/3757] lr: 2.000e-03, eta: 1 day, 4:23:06, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4383, loss: 1.4383, grad_norm: 5.7259 2020-07-26 21:53:50,440 - mmaction - INFO - Epoch [60][3240/3757] lr: 2.000e-03, eta: 1 day, 4:22:53, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5022, loss: 1.5022, grad_norm: 5.6466 2020-07-26 21:54:04,044 - mmaction - INFO - Epoch [60][3260/3757] lr: 2.000e-03, eta: 1 day, 4:22:39, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.8069 2020-07-26 21:54:17,889 - mmaction - INFO - Epoch [60][3280/3757] lr: 2.000e-03, eta: 1 day, 4:22:26, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.5910 2020-07-26 21:54:31,775 - mmaction - INFO - Epoch [60][3300/3757] lr: 2.000e-03, eta: 1 day, 4:22:13, time: 0.694, data_time: 0.001, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4667, loss: 1.4667, grad_norm: 5.7040 2020-07-26 21:54:45,623 - mmaction - INFO - Epoch [60][3320/3757] lr: 2.000e-03, eta: 1 day, 4:21:59, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.4106, loss: 1.4106, grad_norm: 5.5011 2020-07-26 21:54:59,227 - mmaction - INFO - Epoch [60][3340/3757] lr: 2.000e-03, eta: 1 day, 4:21:46, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.4817 2020-07-26 21:55:13,596 - mmaction - INFO - Epoch [60][3360/3757] lr: 2.000e-03, eta: 1 day, 4:21:33, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4278, loss: 1.4278, grad_norm: 5.4622 2020-07-26 21:55:27,609 - mmaction - INFO - Epoch [60][3380/3757] lr: 2.000e-03, eta: 1 day, 4:21:19, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4717, loss: 1.4717, grad_norm: 5.6386 2020-07-26 21:55:41,348 - mmaction - INFO - Epoch [60][3400/3757] lr: 2.000e-03, eta: 1 day, 4:21:06, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.5770 2020-07-26 21:55:55,491 - mmaction - INFO - Epoch [60][3420/3757] lr: 2.000e-03, eta: 1 day, 4:20:53, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3825, loss: 1.3825, grad_norm: 5.5057 2020-07-26 21:56:09,642 - mmaction - INFO - Epoch [60][3440/3757] lr: 2.000e-03, eta: 1 day, 4:20:40, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.5139, loss: 1.5139, grad_norm: 5.6250 2020-07-26 21:56:23,845 - mmaction - INFO - Epoch [60][3460/3757] lr: 2.000e-03, eta: 1 day, 4:20:27, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.6032 2020-07-26 21:56:37,947 - mmaction - INFO - Epoch [60][3480/3757] lr: 2.000e-03, eta: 1 day, 4:20:13, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4698, loss: 1.4698, grad_norm: 5.7028 2020-07-26 21:56:51,817 - mmaction - INFO - Epoch [60][3500/3757] lr: 2.000e-03, eta: 1 day, 4:20:00, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.6887 2020-07-26 21:57:05,530 - mmaction - INFO - Epoch [60][3520/3757] lr: 2.000e-03, eta: 1 day, 4:19:47, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8672, loss_cls: 1.3672, loss: 1.3672, grad_norm: 5.5923 2020-07-26 21:57:20,077 - mmaction - INFO - Epoch [60][3540/3757] lr: 2.000e-03, eta: 1 day, 4:19:34, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.7907 2020-07-26 21:57:33,620 - mmaction - INFO - Epoch [60][3560/3757] lr: 2.000e-03, eta: 1 day, 4:19:20, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5385, loss: 1.5385, grad_norm: 5.7926 2020-07-26 21:57:47,576 - mmaction - INFO - Epoch [60][3580/3757] lr: 2.000e-03, eta: 1 day, 4:19:07, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4563, loss: 1.4563, grad_norm: 5.6558 2020-07-26 21:58:01,302 - mmaction - INFO - Epoch [60][3600/3757] lr: 2.000e-03, eta: 1 day, 4:18:53, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4884, loss: 1.4884, grad_norm: 5.6149 2020-07-26 21:58:15,613 - mmaction - INFO - Epoch [60][3620/3757] lr: 2.000e-03, eta: 1 day, 4:18:40, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.4870 2020-07-26 21:58:30,441 - mmaction - INFO - Epoch [60][3640/3757] lr: 2.000e-03, eta: 1 day, 4:18:28, time: 0.745, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4423, loss: 1.4423, grad_norm: 5.5837 2020-07-26 21:58:44,941 - mmaction - INFO - Epoch [60][3660/3757] lr: 2.000e-03, eta: 1 day, 4:18:15, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4676, loss: 1.4676, grad_norm: 5.6442 2020-07-26 21:58:58,551 - mmaction - INFO - Epoch [60][3680/3757] lr: 2.000e-03, eta: 1 day, 4:18:01, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.4484 2020-07-26 21:59:12,574 - mmaction - INFO - Epoch [60][3700/3757] lr: 2.000e-03, eta: 1 day, 4:17:48, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4777, loss: 1.4777, grad_norm: 5.6063 2020-07-26 21:59:26,937 - mmaction - INFO - Epoch [60][3720/3757] lr: 2.000e-03, eta: 1 day, 4:17:35, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4651, loss: 1.4651, grad_norm: 5.4855 2020-07-26 21:59:41,266 - mmaction - INFO - Epoch [60][3740/3757] lr: 2.000e-03, eta: 1 day, 4:17:22, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.4461, loss: 1.4461, grad_norm: 5.5587 2020-07-26 21:59:53,023 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-26 22:00:17,120 - mmaction - INFO - Epoch [61][20/3757] lr: 2.000e-03, eta: 1 day, 4:16:56, time: 1.158, data_time: 0.402, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4904, loss: 1.4904, grad_norm: 5.7825 2020-07-26 22:00:29,915 - mmaction - INFO - Epoch [61][40/3757] lr: 2.000e-03, eta: 1 day, 4:16:42, time: 0.644, data_time: 0.023, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4975, loss: 1.4975, grad_norm: 5.7016 2020-07-26 22:00:44,019 - mmaction - INFO - Epoch [61][60/3757] lr: 2.000e-03, eta: 1 day, 4:16:29, time: 0.708, data_time: 0.009, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4131, loss: 1.4131, grad_norm: 5.5363 2020-07-26 22:00:58,269 - mmaction - INFO - Epoch [61][80/3757] lr: 2.000e-03, eta: 1 day, 4:16:15, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.3071 2020-07-26 22:01:12,364 - mmaction - INFO - Epoch [61][100/3757] lr: 2.000e-03, eta: 1 day, 4:16:02, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4166, loss: 1.4166, grad_norm: 5.5621 2020-07-26 22:01:25,821 - mmaction - INFO - Epoch [61][120/3757] lr: 2.000e-03, eta: 1 day, 4:15:49, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4402, loss: 1.4402, grad_norm: 5.5329 2020-07-26 22:01:40,734 - mmaction - INFO - Epoch [61][140/3757] lr: 2.000e-03, eta: 1 day, 4:15:36, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.4146, loss: 1.4146, grad_norm: 5.5991 2020-07-26 22:01:54,135 - mmaction - INFO - Epoch [61][160/3757] lr: 2.000e-03, eta: 1 day, 4:15:22, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.8696 2020-07-26 22:02:07,937 - mmaction - INFO - Epoch [61][180/3757] lr: 2.000e-03, eta: 1 day, 4:15:09, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.5190 2020-07-26 22:02:22,360 - mmaction - INFO - Epoch [61][200/3757] lr: 2.000e-03, eta: 1 day, 4:14:56, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.6443 2020-07-26 22:02:36,655 - mmaction - INFO - Epoch [61][220/3757] lr: 2.000e-03, eta: 1 day, 4:14:43, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.4356, loss: 1.4356, grad_norm: 5.6357 2020-07-26 22:02:50,390 - mmaction - INFO - Epoch [61][240/3757] lr: 2.000e-03, eta: 1 day, 4:14:29, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4677, loss: 1.4677, grad_norm: 5.7460 2020-07-26 22:03:04,822 - mmaction - INFO - Epoch [61][260/3757] lr: 2.000e-03, eta: 1 day, 4:14:16, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.4788 2020-07-26 22:03:18,784 - mmaction - INFO - Epoch [61][280/3757] lr: 2.000e-03, eta: 1 day, 4:14:03, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.5828, loss: 1.5828, grad_norm: 5.8224 2020-07-26 22:03:33,377 - mmaction - INFO - Epoch [61][300/3757] lr: 2.000e-03, eta: 1 day, 4:13:50, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.6856 2020-07-26 22:03:46,832 - mmaction - INFO - Epoch [61][320/3757] lr: 2.000e-03, eta: 1 day, 4:13:37, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.5966 2020-07-26 22:04:01,003 - mmaction - INFO - Epoch [61][340/3757] lr: 2.000e-03, eta: 1 day, 4:13:24, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.3897, loss: 1.3897, grad_norm: 5.5411 2020-07-26 22:04:14,738 - mmaction - INFO - Epoch [61][360/3757] lr: 2.000e-03, eta: 1 day, 4:13:10, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.4601 2020-07-26 22:04:28,623 - mmaction - INFO - Epoch [61][380/3757] lr: 2.000e-03, eta: 1 day, 4:12:57, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4694, loss: 1.4694, grad_norm: 5.7781 2020-07-26 22:04:42,670 - mmaction - INFO - Epoch [61][400/3757] lr: 2.000e-03, eta: 1 day, 4:12:44, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4046, loss: 1.4046, grad_norm: 5.5906 2020-07-26 22:04:56,741 - mmaction - INFO - Epoch [61][420/3757] lr: 2.000e-03, eta: 1 day, 4:12:30, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4342, loss: 1.4342, grad_norm: 5.6148 2020-07-26 22:05:10,875 - mmaction - INFO - Epoch [61][440/3757] lr: 2.000e-03, eta: 1 day, 4:12:17, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.6439 2020-07-26 22:05:24,501 - mmaction - INFO - Epoch [61][460/3757] lr: 2.000e-03, eta: 1 day, 4:12:04, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3988, loss: 1.3988, grad_norm: 5.4967 2020-07-26 22:05:38,659 - mmaction - INFO - Epoch [61][480/3757] lr: 2.000e-03, eta: 1 day, 4:11:51, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4005, loss: 1.4005, grad_norm: 5.5907 2020-07-26 22:05:53,062 - mmaction - INFO - Epoch [61][500/3757] lr: 2.000e-03, eta: 1 day, 4:11:38, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4634, loss: 1.4634, grad_norm: 5.9164 2020-07-26 22:06:06,480 - mmaction - INFO - Epoch [61][520/3757] lr: 2.000e-03, eta: 1 day, 4:11:24, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4170, loss: 1.4170, grad_norm: 5.5202 2020-07-26 22:06:19,880 - mmaction - INFO - Epoch [61][540/3757] lr: 2.000e-03, eta: 1 day, 4:11:10, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.4896 2020-07-26 22:06:34,647 - mmaction - INFO - Epoch [61][560/3757] lr: 2.000e-03, eta: 1 day, 4:10:58, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4267, loss: 1.4267, grad_norm: 5.5912 2020-07-26 22:06:49,176 - mmaction - INFO - Epoch [61][580/3757] lr: 2.000e-03, eta: 1 day, 4:10:45, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.7108 2020-07-26 22:07:03,412 - mmaction - INFO - Epoch [61][600/3757] lr: 2.000e-03, eta: 1 day, 4:10:32, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4409, loss: 1.4409, grad_norm: 5.7137 2020-07-26 22:07:16,810 - mmaction - INFO - Epoch [61][620/3757] lr: 2.000e-03, eta: 1 day, 4:10:18, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.4636 2020-07-26 22:07:30,542 - mmaction - INFO - Epoch [61][640/3757] lr: 2.000e-03, eta: 1 day, 4:10:04, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8422, loss_cls: 1.4654, loss: 1.4654, grad_norm: 5.6116 2020-07-26 22:07:44,660 - mmaction - INFO - Epoch [61][660/3757] lr: 2.000e-03, eta: 1 day, 4:09:51, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4544, loss: 1.4544, grad_norm: 5.7926 2020-07-26 22:07:58,221 - mmaction - INFO - Epoch [61][680/3757] lr: 2.000e-03, eta: 1 day, 4:09:38, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.6690 2020-07-26 22:08:12,263 - mmaction - INFO - Epoch [61][700/3757] lr: 2.000e-03, eta: 1 day, 4:09:24, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.6185 2020-07-26 22:08:26,132 - mmaction - INFO - Epoch [61][720/3757] lr: 2.000e-03, eta: 1 day, 4:09:11, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.8489 2020-07-26 22:08:39,957 - mmaction - INFO - Epoch [61][740/3757] lr: 2.000e-03, eta: 1 day, 4:08:58, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4038, loss: 1.4038, grad_norm: 5.5744 2020-07-26 22:08:53,815 - mmaction - INFO - Epoch [61][760/3757] lr: 2.000e-03, eta: 1 day, 4:08:44, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.6899 2020-07-26 22:09:07,849 - mmaction - INFO - Epoch [61][780/3757] lr: 2.000e-03, eta: 1 day, 4:08:31, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4343, loss: 1.4343, grad_norm: 5.6829 2020-07-26 22:09:21,716 - mmaction - INFO - Epoch [61][800/3757] lr: 2.000e-03, eta: 1 day, 4:08:18, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.5897 2020-07-26 22:09:35,676 - mmaction - INFO - Epoch [61][820/3757] lr: 2.000e-03, eta: 1 day, 4:08:05, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3637, loss: 1.3637, grad_norm: 5.4738 2020-07-26 22:09:49,809 - mmaction - INFO - Epoch [61][840/3757] lr: 2.000e-03, eta: 1 day, 4:07:51, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3790, loss: 1.3790, grad_norm: 5.4375 2020-07-26 22:10:03,694 - mmaction - INFO - Epoch [61][860/3757] lr: 2.000e-03, eta: 1 day, 4:07:38, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4414, loss: 1.4414, grad_norm: 5.7562 2020-07-26 22:10:18,309 - mmaction - INFO - Epoch [61][880/3757] lr: 2.000e-03, eta: 1 day, 4:07:25, time: 0.730, data_time: 0.002, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3860, loss: 1.3860, grad_norm: 5.6083 2020-07-26 22:10:32,470 - mmaction - INFO - Epoch [61][900/3757] lr: 2.000e-03, eta: 1 day, 4:07:12, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.6075 2020-07-26 22:10:45,883 - mmaction - INFO - Epoch [61][920/3757] lr: 2.000e-03, eta: 1 day, 4:06:58, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3831, loss: 1.3831, grad_norm: 5.3912 2020-07-26 22:11:00,147 - mmaction - INFO - Epoch [61][940/3757] lr: 2.000e-03, eta: 1 day, 4:06:45, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.6878 2020-07-26 22:11:14,724 - mmaction - INFO - Epoch [61][960/3757] lr: 2.000e-03, eta: 1 day, 4:06:32, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.5518 2020-07-26 22:11:29,175 - mmaction - INFO - Epoch [61][980/3757] lr: 2.000e-03, eta: 1 day, 4:06:19, time: 0.722, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.9424 2020-07-26 22:11:43,591 - mmaction - INFO - Epoch [61][1000/3757] lr: 2.000e-03, eta: 1 day, 4:06:06, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4231, loss: 1.4231, grad_norm: 5.7118 2020-07-26 22:11:58,034 - mmaction - INFO - Epoch [61][1020/3757] lr: 2.000e-03, eta: 1 day, 4:05:54, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3342, loss: 1.3342, grad_norm: 5.6024 2020-07-26 22:12:11,750 - mmaction - INFO - Epoch [61][1040/3757] lr: 2.000e-03, eta: 1 day, 4:05:40, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.5245 2020-07-26 22:12:25,929 - mmaction - INFO - Epoch [61][1060/3757] lr: 2.000e-03, eta: 1 day, 4:05:27, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3563, loss: 1.3563, grad_norm: 5.5397 2020-07-26 22:12:40,231 - mmaction - INFO - Epoch [61][1080/3757] lr: 2.000e-03, eta: 1 day, 4:05:14, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4568, loss: 1.4568, grad_norm: 5.6870 2020-07-26 22:12:53,563 - mmaction - INFO - Epoch [61][1100/3757] lr: 2.000e-03, eta: 1 day, 4:05:00, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.6104 2020-07-26 22:13:08,877 - mmaction - INFO - Epoch [61][1120/3757] lr: 2.000e-03, eta: 1 day, 4:04:48, time: 0.766, data_time: 0.002, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3778, loss: 1.3778, grad_norm: 5.4780 2020-07-26 22:13:22,067 - mmaction - INFO - Epoch [61][1140/3757] lr: 2.000e-03, eta: 1 day, 4:04:34, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4480, loss: 1.4480, grad_norm: 5.5136 2020-07-26 22:13:36,390 - mmaction - INFO - Epoch [61][1160/3757] lr: 2.000e-03, eta: 1 day, 4:04:21, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3731, loss: 1.3731, grad_norm: 5.5249 2020-07-26 22:13:50,000 - mmaction - INFO - Epoch [61][1180/3757] lr: 2.000e-03, eta: 1 day, 4:04:07, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.7619 2020-07-26 22:14:04,805 - mmaction - INFO - Epoch [61][1200/3757] lr: 2.000e-03, eta: 1 day, 4:03:55, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3784, loss: 1.3784, grad_norm: 5.5918 2020-07-26 22:14:19,644 - mmaction - INFO - Epoch [61][1220/3757] lr: 2.000e-03, eta: 1 day, 4:03:42, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.8626 2020-07-26 22:14:34,793 - mmaction - INFO - Epoch [61][1240/3757] lr: 2.000e-03, eta: 1 day, 4:03:29, time: 0.755, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3507, loss: 1.3507, grad_norm: 5.4506 2020-07-26 22:14:48,371 - mmaction - INFO - Epoch [61][1260/3757] lr: 2.000e-03, eta: 1 day, 4:03:16, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.7308 2020-07-26 22:15:02,121 - mmaction - INFO - Epoch [61][1280/3757] lr: 2.000e-03, eta: 1 day, 4:03:02, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4272, loss: 1.4272, grad_norm: 5.7060 2020-07-26 22:15:16,847 - mmaction - INFO - Epoch [61][1300/3757] lr: 2.000e-03, eta: 1 day, 4:02:50, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8703, loss_cls: 1.3707, loss: 1.3707, grad_norm: 5.6505 2020-07-26 22:15:31,256 - mmaction - INFO - Epoch [61][1320/3757] lr: 2.000e-03, eta: 1 day, 4:02:37, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.8427 2020-07-26 22:15:45,187 - mmaction - INFO - Epoch [61][1340/3757] lr: 2.000e-03, eta: 1 day, 4:02:23, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.6389 2020-07-26 22:15:59,057 - mmaction - INFO - Epoch [61][1360/3757] lr: 2.000e-03, eta: 1 day, 4:02:10, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.5661 2020-07-26 22:16:13,243 - mmaction - INFO - Epoch [61][1380/3757] lr: 2.000e-03, eta: 1 day, 4:01:57, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4090, loss: 1.4090, grad_norm: 5.5447 2020-07-26 22:16:26,820 - mmaction - INFO - Epoch [61][1400/3757] lr: 2.000e-03, eta: 1 day, 4:01:43, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.5868 2020-07-26 22:16:40,821 - mmaction - INFO - Epoch [61][1420/3757] lr: 2.000e-03, eta: 1 day, 4:01:30, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3973, loss: 1.3973, grad_norm: 5.6602 2020-07-26 22:16:55,080 - mmaction - INFO - Epoch [61][1440/3757] lr: 2.000e-03, eta: 1 day, 4:01:17, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4965, loss: 1.4965, grad_norm: 5.7649 2020-07-26 22:17:08,800 - mmaction - INFO - Epoch [61][1460/3757] lr: 2.000e-03, eta: 1 day, 4:01:04, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.5833 2020-07-26 22:17:22,221 - mmaction - INFO - Epoch [61][1480/3757] lr: 2.000e-03, eta: 1 day, 4:00:50, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4378, loss: 1.4378, grad_norm: 5.4848 2020-07-26 22:17:36,020 - mmaction - INFO - Epoch [61][1500/3757] lr: 2.000e-03, eta: 1 day, 4:00:37, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.5942 2020-07-26 22:17:49,913 - mmaction - INFO - Epoch [61][1520/3757] lr: 2.000e-03, eta: 1 day, 4:00:23, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5198, loss: 1.5198, grad_norm: 5.8184 2020-07-26 22:18:04,388 - mmaction - INFO - Epoch [61][1540/3757] lr: 2.000e-03, eta: 1 day, 4:00:10, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8352, loss_cls: 1.4550, loss: 1.4550, grad_norm: 5.7009 2020-07-26 22:18:18,414 - mmaction - INFO - Epoch [61][1560/3757] lr: 2.000e-03, eta: 1 day, 3:59:57, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.5550 2020-07-26 22:18:31,838 - mmaction - INFO - Epoch [61][1580/3757] lr: 2.000e-03, eta: 1 day, 3:59:43, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.5961 2020-07-26 22:18:46,042 - mmaction - INFO - Epoch [61][1600/3757] lr: 2.000e-03, eta: 1 day, 3:59:30, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4527, loss: 1.4527, grad_norm: 5.6949 2020-07-26 22:19:00,384 - mmaction - INFO - Epoch [61][1620/3757] lr: 2.000e-03, eta: 1 day, 3:59:17, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.4993, loss: 1.4993, grad_norm: 5.7761 2020-07-26 22:19:14,570 - mmaction - INFO - Epoch [61][1640/3757] lr: 2.000e-03, eta: 1 day, 3:59:04, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5217, loss: 1.5217, grad_norm: 5.5723 2020-07-26 22:19:27,966 - mmaction - INFO - Epoch [61][1660/3757] lr: 2.000e-03, eta: 1 day, 3:58:50, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.4888, loss: 1.4888, grad_norm: 5.7313 2020-07-26 22:19:42,130 - mmaction - INFO - Epoch [61][1680/3757] lr: 2.000e-03, eta: 1 day, 3:58:37, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.7710 2020-07-26 22:19:55,553 - mmaction - INFO - Epoch [61][1700/3757] lr: 2.000e-03, eta: 1 day, 3:58:24, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.6322 2020-07-26 22:20:09,425 - mmaction - INFO - Epoch [61][1720/3757] lr: 2.000e-03, eta: 1 day, 3:58:10, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.4662, loss: 1.4662, grad_norm: 5.8737 2020-07-26 22:20:23,728 - mmaction - INFO - Epoch [61][1740/3757] lr: 2.000e-03, eta: 1 day, 3:57:57, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4409, loss: 1.4409, grad_norm: 5.4943 2020-07-26 22:20:37,097 - mmaction - INFO - Epoch [61][1760/3757] lr: 2.000e-03, eta: 1 day, 3:57:43, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.3980, loss: 1.3980, grad_norm: 5.5043 2020-07-26 22:20:51,282 - mmaction - INFO - Epoch [61][1780/3757] lr: 2.000e-03, eta: 1 day, 3:57:30, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4175, loss: 1.4175, grad_norm: 5.7248 2020-07-26 22:21:04,731 - mmaction - INFO - Epoch [61][1800/3757] lr: 2.000e-03, eta: 1 day, 3:57:17, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4316, loss: 1.4316, grad_norm: 5.5847 2020-07-26 22:21:18,941 - mmaction - INFO - Epoch [61][1820/3757] lr: 2.000e-03, eta: 1 day, 3:57:04, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.4333, loss: 1.4333, grad_norm: 5.6349 2020-07-26 22:21:33,058 - mmaction - INFO - Epoch [61][1840/3757] lr: 2.000e-03, eta: 1 day, 3:56:50, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4462, loss: 1.4462, grad_norm: 5.5257 2020-07-26 22:21:46,452 - mmaction - INFO - Epoch [61][1860/3757] lr: 2.000e-03, eta: 1 day, 3:56:37, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.7844 2020-07-26 22:22:00,444 - mmaction - INFO - Epoch [61][1880/3757] lr: 2.000e-03, eta: 1 day, 3:56:23, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8227, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.6084 2020-07-26 22:22:14,677 - mmaction - INFO - Epoch [61][1900/3757] lr: 2.000e-03, eta: 1 day, 3:56:10, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.6842 2020-07-26 22:22:28,250 - mmaction - INFO - Epoch [61][1920/3757] lr: 2.000e-03, eta: 1 day, 3:55:57, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5290, loss: 1.5290, grad_norm: 5.6957 2020-07-26 22:22:42,137 - mmaction - INFO - Epoch [61][1940/3757] lr: 2.000e-03, eta: 1 day, 3:55:43, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4635, loss: 1.4635, grad_norm: 5.6547 2020-07-26 22:22:56,275 - mmaction - INFO - Epoch [61][1960/3757] lr: 2.000e-03, eta: 1 day, 3:55:30, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.4229 2020-07-26 22:23:10,133 - mmaction - INFO - Epoch [61][1980/3757] lr: 2.000e-03, eta: 1 day, 3:55:17, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3593, loss: 1.3593, grad_norm: 5.5217 2020-07-26 22:23:24,882 - mmaction - INFO - Epoch [61][2000/3757] lr: 2.000e-03, eta: 1 day, 3:55:04, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4726, loss: 1.4726, grad_norm: 5.5633 2020-07-26 22:23:38,388 - mmaction - INFO - Epoch [61][2020/3757] lr: 2.000e-03, eta: 1 day, 3:54:51, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.7040 2020-07-26 22:23:51,913 - mmaction - INFO - Epoch [61][2040/3757] lr: 2.000e-03, eta: 1 day, 3:54:37, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.4975, loss: 1.4975, grad_norm: 5.8311 2020-07-26 22:24:05,426 - mmaction - INFO - Epoch [61][2060/3757] lr: 2.000e-03, eta: 1 day, 3:54:23, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.5083, loss: 1.5083, grad_norm: 5.8113 2020-07-26 22:24:19,811 - mmaction - INFO - Epoch [61][2080/3757] lr: 2.000e-03, eta: 1 day, 3:54:10, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4656, loss: 1.4656, grad_norm: 5.7424 2020-07-26 22:24:33,082 - mmaction - INFO - Epoch [61][2100/3757] lr: 2.000e-03, eta: 1 day, 3:53:57, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.4846, loss: 1.4846, grad_norm: 5.6826 2020-07-26 22:24:46,848 - mmaction - INFO - Epoch [61][2120/3757] lr: 2.000e-03, eta: 1 day, 3:53:43, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4931, loss: 1.4931, grad_norm: 5.8431 2020-07-26 22:25:00,571 - mmaction - INFO - Epoch [61][2140/3757] lr: 2.000e-03, eta: 1 day, 3:53:30, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4895, loss: 1.4895, grad_norm: 5.6666 2020-07-26 22:25:14,385 - mmaction - INFO - Epoch [61][2160/3757] lr: 2.000e-03, eta: 1 day, 3:53:16, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4197, loss: 1.4197, grad_norm: 5.7748 2020-07-26 22:25:28,065 - mmaction - INFO - Epoch [61][2180/3757] lr: 2.000e-03, eta: 1 day, 3:53:03, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.3846, loss: 1.3846, grad_norm: 5.6034 2020-07-26 22:25:41,987 - mmaction - INFO - Epoch [61][2200/3757] lr: 2.000e-03, eta: 1 day, 3:52:50, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.4896, loss: 1.4896, grad_norm: 5.7039 2020-07-26 22:25:56,327 - mmaction - INFO - Epoch [61][2220/3757] lr: 2.000e-03, eta: 1 day, 3:52:37, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.7537 2020-07-26 22:26:10,358 - mmaction - INFO - Epoch [61][2240/3757] lr: 2.000e-03, eta: 1 day, 3:52:23, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.7533 2020-07-26 22:26:24,176 - mmaction - INFO - Epoch [61][2260/3757] lr: 2.000e-03, eta: 1 day, 3:52:10, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8344, loss_cls: 1.4859, loss: 1.4859, grad_norm: 5.5192 2020-07-26 22:26:37,936 - mmaction - INFO - Epoch [61][2280/3757] lr: 2.000e-03, eta: 1 day, 3:51:56, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4358, loss: 1.4358, grad_norm: 5.5346 2020-07-26 22:26:52,201 - mmaction - INFO - Epoch [61][2300/3757] lr: 2.000e-03, eta: 1 day, 3:51:43, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3129, loss: 1.3129, grad_norm: 5.4522 2020-07-26 22:27:06,321 - mmaction - INFO - Epoch [61][2320/3757] lr: 2.000e-03, eta: 1 day, 3:51:30, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4264, loss: 1.4264, grad_norm: 5.6144 2020-07-26 22:27:20,203 - mmaction - INFO - Epoch [61][2340/3757] lr: 2.000e-03, eta: 1 day, 3:51:17, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.7975 2020-07-26 22:27:34,746 - mmaction - INFO - Epoch [61][2360/3757] lr: 2.000e-03, eta: 1 day, 3:51:04, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.7910 2020-07-26 22:27:48,757 - mmaction - INFO - Epoch [61][2380/3757] lr: 2.000e-03, eta: 1 day, 3:50:51, time: 0.700, data_time: 0.002, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.8990 2020-07-26 22:28:01,932 - mmaction - INFO - Epoch [61][2400/3757] lr: 2.000e-03, eta: 1 day, 3:50:37, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4268, loss: 1.4268, grad_norm: 5.5586 2020-07-26 22:28:15,776 - mmaction - INFO - Epoch [61][2420/3757] lr: 2.000e-03, eta: 1 day, 3:50:24, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3680, loss: 1.3680, grad_norm: 5.4821 2020-07-26 22:28:29,985 - mmaction - INFO - Epoch [61][2440/3757] lr: 2.000e-03, eta: 1 day, 3:50:10, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5277, loss: 1.5277, grad_norm: 5.9011 2020-07-26 22:28:43,648 - mmaction - INFO - Epoch [61][2460/3757] lr: 2.000e-03, eta: 1 day, 3:49:57, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3620, loss: 1.3620, grad_norm: 5.5013 2020-07-26 22:28:57,484 - mmaction - INFO - Epoch [61][2480/3757] lr: 2.000e-03, eta: 1 day, 3:49:43, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.6710 2020-07-26 22:29:10,994 - mmaction - INFO - Epoch [61][2500/3757] lr: 2.000e-03, eta: 1 day, 3:49:30, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5083, loss: 1.5083, grad_norm: 5.7142 2020-07-26 22:29:26,486 - mmaction - INFO - Epoch [61][2520/3757] lr: 2.000e-03, eta: 1 day, 3:49:18, time: 0.770, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3483, loss: 1.3483, grad_norm: 5.4234 2020-07-26 22:29:39,998 - mmaction - INFO - Epoch [61][2540/3757] lr: 2.000e-03, eta: 1 day, 3:49:04, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.6220 2020-07-26 22:29:53,751 - mmaction - INFO - Epoch [61][2560/3757] lr: 2.000e-03, eta: 1 day, 3:48:51, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.7768 2020-07-26 22:30:07,219 - mmaction - INFO - Epoch [61][2580/3757] lr: 2.000e-03, eta: 1 day, 3:48:37, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.5970 2020-07-26 22:30:20,966 - mmaction - INFO - Epoch [61][2600/3757] lr: 2.000e-03, eta: 1 day, 3:48:24, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3774, loss: 1.3774, grad_norm: 5.5490 2020-07-26 22:30:35,519 - mmaction - INFO - Epoch [61][2620/3757] lr: 2.000e-03, eta: 1 day, 3:48:11, time: 0.727, data_time: 0.003, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4567, loss: 1.4567, grad_norm: 5.5937 2020-07-26 22:30:48,764 - mmaction - INFO - Epoch [61][2640/3757] lr: 2.000e-03, eta: 1 day, 3:47:57, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4238, loss: 1.4238, grad_norm: 5.6414 2020-07-26 22:31:02,700 - mmaction - INFO - Epoch [61][2660/3757] lr: 2.000e-03, eta: 1 day, 3:47:44, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.5400 2020-07-26 22:31:16,847 - mmaction - INFO - Epoch [61][2680/3757] lr: 2.000e-03, eta: 1 day, 3:47:30, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4529, loss: 1.4529, grad_norm: 5.7005 2020-07-26 22:31:30,518 - mmaction - INFO - Epoch [61][2700/3757] lr: 2.000e-03, eta: 1 day, 3:47:17, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.7075 2020-07-26 22:31:43,934 - mmaction - INFO - Epoch [61][2720/3757] lr: 2.000e-03, eta: 1 day, 3:47:03, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3680, loss: 1.3680, grad_norm: 5.6481 2020-07-26 22:31:58,885 - mmaction - INFO - Epoch [61][2740/3757] lr: 2.000e-03, eta: 1 day, 3:46:51, time: 0.750, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3454, loss: 1.3454, grad_norm: 5.4720 2020-07-26 22:32:12,727 - mmaction - INFO - Epoch [61][2760/3757] lr: 2.000e-03, eta: 1 day, 3:46:37, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4777, loss: 1.4777, grad_norm: 5.8405 2020-07-26 22:32:27,056 - mmaction - INFO - Epoch [61][2780/3757] lr: 2.000e-03, eta: 1 day, 3:46:24, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.3965 2020-07-26 22:32:41,465 - mmaction - INFO - Epoch [61][2800/3757] lr: 2.000e-03, eta: 1 day, 3:46:11, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3851, loss: 1.3851, grad_norm: 5.6769 2020-07-26 22:32:55,292 - mmaction - INFO - Epoch [61][2820/3757] lr: 2.000e-03, eta: 1 day, 3:45:58, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.4895, loss: 1.4895, grad_norm: 5.7878 2020-07-26 22:33:09,179 - mmaction - INFO - Epoch [61][2840/3757] lr: 2.000e-03, eta: 1 day, 3:45:44, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4126, loss: 1.4126, grad_norm: 5.6687 2020-07-26 22:33:22,674 - mmaction - INFO - Epoch [61][2860/3757] lr: 2.000e-03, eta: 1 day, 3:45:31, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4804, loss: 1.4804, grad_norm: 5.5682 2020-07-26 22:33:36,041 - mmaction - INFO - Epoch [61][2880/3757] lr: 2.000e-03, eta: 1 day, 3:45:17, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3760, loss: 1.3760, grad_norm: 5.5697 2020-07-26 22:33:50,281 - mmaction - INFO - Epoch [61][2900/3757] lr: 2.000e-03, eta: 1 day, 3:45:04, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.6034 2020-07-26 22:34:03,913 - mmaction - INFO - Epoch [61][2920/3757] lr: 2.000e-03, eta: 1 day, 3:44:51, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.8651 2020-07-26 22:34:19,219 - mmaction - INFO - Epoch [61][2940/3757] lr: 2.000e-03, eta: 1 day, 3:44:38, time: 0.765, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.7437 2020-07-26 22:34:33,159 - mmaction - INFO - Epoch [61][2960/3757] lr: 2.000e-03, eta: 1 day, 3:44:25, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.5661 2020-07-26 22:34:47,200 - mmaction - INFO - Epoch [61][2980/3757] lr: 2.000e-03, eta: 1 day, 3:44:12, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8336, loss_cls: 1.4544, loss: 1.4544, grad_norm: 5.4741 2020-07-26 22:35:00,709 - mmaction - INFO - Epoch [61][3000/3757] lr: 2.000e-03, eta: 1 day, 3:43:58, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4391, loss: 1.4391, grad_norm: 5.5707 2020-07-26 22:35:15,023 - mmaction - INFO - Epoch [61][3020/3757] lr: 2.000e-03, eta: 1 day, 3:43:45, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.4660, loss: 1.4660, grad_norm: 5.6160 2020-07-26 22:35:29,166 - mmaction - INFO - Epoch [61][3040/3757] lr: 2.000e-03, eta: 1 day, 3:43:32, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4661, loss: 1.4661, grad_norm: 5.6246 2020-07-26 22:35:43,523 - mmaction - INFO - Epoch [61][3060/3757] lr: 2.000e-03, eta: 1 day, 3:43:19, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.6165 2020-07-26 22:35:56,947 - mmaction - INFO - Epoch [61][3080/3757] lr: 2.000e-03, eta: 1 day, 3:43:05, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5619, loss: 1.5619, grad_norm: 5.8118 2020-07-26 22:36:11,067 - mmaction - INFO - Epoch [61][3100/3757] lr: 2.000e-03, eta: 1 day, 3:42:52, time: 0.710, data_time: 0.009, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.7280 2020-07-26 22:36:24,341 - mmaction - INFO - Epoch [61][3120/3757] lr: 2.000e-03, eta: 1 day, 3:42:38, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3983, loss: 1.3983, grad_norm: 5.6394 2020-07-26 22:36:38,391 - mmaction - INFO - Epoch [61][3140/3757] lr: 2.000e-03, eta: 1 day, 3:42:25, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3623, loss: 1.3623, grad_norm: 5.4653 2020-07-26 22:36:51,777 - mmaction - INFO - Epoch [61][3160/3757] lr: 2.000e-03, eta: 1 day, 3:42:11, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4867, loss: 1.4867, grad_norm: 5.7253 2020-07-26 22:37:05,925 - mmaction - INFO - Epoch [61][3180/3757] lr: 2.000e-03, eta: 1 day, 3:41:58, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.7734 2020-07-26 22:37:19,610 - mmaction - INFO - Epoch [61][3200/3757] lr: 2.000e-03, eta: 1 day, 3:41:44, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4024, loss: 1.4024, grad_norm: 5.7344 2020-07-26 22:37:33,839 - mmaction - INFO - Epoch [61][3220/3757] lr: 2.000e-03, eta: 1 day, 3:41:31, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4753, loss: 1.4753, grad_norm: 5.8788 2020-07-26 22:37:47,488 - mmaction - INFO - Epoch [61][3240/3757] lr: 2.000e-03, eta: 1 day, 3:41:18, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.9058 2020-07-26 22:38:01,475 - mmaction - INFO - Epoch [61][3260/3757] lr: 2.000e-03, eta: 1 day, 3:41:05, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4296, loss: 1.4296, grad_norm: 5.6632 2020-07-26 22:38:15,482 - mmaction - INFO - Epoch [61][3280/3757] lr: 2.000e-03, eta: 1 day, 3:40:51, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.5720 2020-07-26 22:38:29,179 - mmaction - INFO - Epoch [61][3300/3757] lr: 2.000e-03, eta: 1 day, 3:40:38, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4862, loss: 1.4862, grad_norm: 5.6572 2020-07-26 22:38:42,433 - mmaction - INFO - Epoch [61][3320/3757] lr: 2.000e-03, eta: 1 day, 3:40:24, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8406, loss_cls: 1.5040, loss: 1.5040, grad_norm: 5.8378 2020-07-26 22:38:56,067 - mmaction - INFO - Epoch [61][3340/3757] lr: 2.000e-03, eta: 1 day, 3:40:11, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4035, loss: 1.4035, grad_norm: 5.5330 2020-07-26 22:39:09,378 - mmaction - INFO - Epoch [61][3360/3757] lr: 2.000e-03, eta: 1 day, 3:39:57, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3798, loss: 1.3798, grad_norm: 5.6796 2020-07-26 22:39:22,754 - mmaction - INFO - Epoch [61][3380/3757] lr: 2.000e-03, eta: 1 day, 3:39:43, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.7501 2020-07-26 22:39:37,112 - mmaction - INFO - Epoch [61][3400/3757] lr: 2.000e-03, eta: 1 day, 3:39:30, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.6622 2020-07-26 22:39:50,722 - mmaction - INFO - Epoch [61][3420/3757] lr: 2.000e-03, eta: 1 day, 3:39:17, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4468, loss: 1.4468, grad_norm: 5.6065 2020-07-26 22:40:05,223 - mmaction - INFO - Epoch [61][3440/3757] lr: 2.000e-03, eta: 1 day, 3:39:04, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.4040 2020-07-26 22:40:19,630 - mmaction - INFO - Epoch [61][3460/3757] lr: 2.000e-03, eta: 1 day, 3:38:51, time: 0.721, data_time: 0.002, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8367, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.6562 2020-07-26 22:40:32,631 - mmaction - INFO - Epoch [61][3480/3757] lr: 2.000e-03, eta: 1 day, 3:38:37, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3828, loss: 1.3828, grad_norm: 5.4797 2020-07-26 22:40:46,359 - mmaction - INFO - Epoch [61][3500/3757] lr: 2.000e-03, eta: 1 day, 3:38:23, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8602, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.7323 2020-07-26 22:40:59,726 - mmaction - INFO - Epoch [61][3520/3757] lr: 2.000e-03, eta: 1 day, 3:38:10, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4217, loss: 1.4217, grad_norm: 5.6391 2020-07-26 22:41:14,082 - mmaction - INFO - Epoch [61][3540/3757] lr: 2.000e-03, eta: 1 day, 3:37:57, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.6104 2020-07-26 22:41:28,122 - mmaction - INFO - Epoch [61][3560/3757] lr: 2.000e-03, eta: 1 day, 3:37:43, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.7612 2020-07-26 22:41:42,078 - mmaction - INFO - Epoch [61][3580/3757] lr: 2.000e-03, eta: 1 day, 3:37:30, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8633, loss_cls: 1.4286, loss: 1.4286, grad_norm: 5.8129 2020-07-26 22:41:56,002 - mmaction - INFO - Epoch [61][3600/3757] lr: 2.000e-03, eta: 1 day, 3:37:17, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4628, loss: 1.4628, grad_norm: 5.6878 2020-07-26 22:42:10,348 - mmaction - INFO - Epoch [61][3620/3757] lr: 2.000e-03, eta: 1 day, 3:37:04, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4725, loss: 1.4725, grad_norm: 5.9139 2020-07-26 22:42:23,991 - mmaction - INFO - Epoch [61][3640/3757] lr: 2.000e-03, eta: 1 day, 3:36:50, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.7329 2020-07-26 22:42:37,993 - mmaction - INFO - Epoch [61][3660/3757] lr: 2.000e-03, eta: 1 day, 3:36:37, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8352, loss_cls: 1.4486, loss: 1.4486, grad_norm: 5.6510 2020-07-26 22:42:51,795 - mmaction - INFO - Epoch [61][3680/3757] lr: 2.000e-03, eta: 1 day, 3:36:23, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4541, loss: 1.4541, grad_norm: 5.8944 2020-07-26 22:43:05,572 - mmaction - INFO - Epoch [61][3700/3757] lr: 2.000e-03, eta: 1 day, 3:36:10, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5090, loss: 1.5090, grad_norm: 5.8376 2020-07-26 22:43:19,790 - mmaction - INFO - Epoch [61][3720/3757] lr: 2.000e-03, eta: 1 day, 3:35:57, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4579, loss: 1.4579, grad_norm: 5.7920 2020-07-26 22:43:33,991 - mmaction - INFO - Epoch [61][3740/3757] lr: 2.000e-03, eta: 1 day, 3:35:44, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.7164 2020-07-26 22:43:45,728 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-07-26 22:44:12,087 - mmaction - INFO - Epoch [62][20/3757] lr: 2.000e-03, eta: 1 day, 3:35:18, time: 1.210, data_time: 0.550, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.3862, loss: 1.3862, grad_norm: 5.5328 2020-07-26 22:44:25,114 - mmaction - INFO - Epoch [62][40/3757] lr: 2.000e-03, eta: 1 day, 3:35:04, time: 0.652, data_time: 0.003, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3052, loss: 1.3052, grad_norm: 5.4945 2020-07-26 22:44:38,291 - mmaction - INFO - Epoch [62][60/3757] lr: 2.000e-03, eta: 1 day, 3:34:50, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4799, loss: 1.4799, grad_norm: 5.8411 2020-07-26 22:44:52,832 - mmaction - INFO - Epoch [62][80/3757] lr: 2.000e-03, eta: 1 day, 3:34:37, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.5962 2020-07-26 22:45:05,725 - mmaction - INFO - Epoch [62][100/3757] lr: 2.000e-03, eta: 1 day, 3:34:23, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.6313 2020-07-26 22:45:19,518 - mmaction - INFO - Epoch [62][120/3757] lr: 2.000e-03, eta: 1 day, 3:34:10, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4852, loss: 1.4852, grad_norm: 5.7817 2020-07-26 22:45:34,434 - mmaction - INFO - Epoch [62][140/3757] lr: 2.000e-03, eta: 1 day, 3:33:57, time: 0.744, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4778, loss: 1.4778, grad_norm: 5.6843 2020-07-26 22:45:47,425 - mmaction - INFO - Epoch [62][160/3757] lr: 2.000e-03, eta: 1 day, 3:33:43, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.4976, loss: 1.4976, grad_norm: 5.8269 2020-07-26 22:46:01,587 - mmaction - INFO - Epoch [62][180/3757] lr: 2.000e-03, eta: 1 day, 3:33:30, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.5044, loss: 1.5044, grad_norm: 5.8172 2020-07-26 22:46:14,855 - mmaction - INFO - Epoch [62][200/3757] lr: 2.000e-03, eta: 1 day, 3:33:17, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4502, loss: 1.4502, grad_norm: 5.7011 2020-07-26 22:46:28,533 - mmaction - INFO - Epoch [62][220/3757] lr: 2.000e-03, eta: 1 day, 3:33:03, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.6992 2020-07-26 22:46:42,867 - mmaction - INFO - Epoch [62][240/3757] lr: 2.000e-03, eta: 1 day, 3:32:50, time: 0.716, data_time: 0.003, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.6235 2020-07-26 22:46:56,782 - mmaction - INFO - Epoch [62][260/3757] lr: 2.000e-03, eta: 1 day, 3:32:37, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4103, loss: 1.4103, grad_norm: 5.6024 2020-07-26 22:47:10,801 - mmaction - INFO - Epoch [62][280/3757] lr: 2.000e-03, eta: 1 day, 3:32:23, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3616, loss: 1.3616, grad_norm: 5.5243 2020-07-26 22:47:24,389 - mmaction - INFO - Epoch [62][300/3757] lr: 2.000e-03, eta: 1 day, 3:32:10, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4132, loss: 1.4132, grad_norm: 5.6674 2020-07-26 22:47:38,031 - mmaction - INFO - Epoch [62][320/3757] lr: 2.000e-03, eta: 1 day, 3:31:56, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4031, loss: 1.4031, grad_norm: 5.7654 2020-07-26 22:47:51,680 - mmaction - INFO - Epoch [62][340/3757] lr: 2.000e-03, eta: 1 day, 3:31:43, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8453, loss_cls: 1.4142, loss: 1.4142, grad_norm: 5.5690 2020-07-26 22:48:06,252 - mmaction - INFO - Epoch [62][360/3757] lr: 2.000e-03, eta: 1 day, 3:31:30, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8539, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.6957 2020-07-26 22:48:20,053 - mmaction - INFO - Epoch [62][380/3757] lr: 2.000e-03, eta: 1 day, 3:31:17, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.4034, loss: 1.4034, grad_norm: 5.5924 2020-07-26 22:48:34,777 - mmaction - INFO - Epoch [62][400/3757] lr: 2.000e-03, eta: 1 day, 3:31:04, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.7192 2020-07-26 22:48:48,592 - mmaction - INFO - Epoch [62][420/3757] lr: 2.000e-03, eta: 1 day, 3:30:50, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.4737 2020-07-26 22:49:01,794 - mmaction - INFO - Epoch [62][440/3757] lr: 2.000e-03, eta: 1 day, 3:30:37, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5134, loss: 1.5134, grad_norm: 5.8490 2020-07-26 22:49:16,867 - mmaction - INFO - Epoch [62][460/3757] lr: 2.000e-03, eta: 1 day, 3:30:24, time: 0.751, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3232, loss: 1.3232, grad_norm: 5.5241 2020-07-26 22:49:30,108 - mmaction - INFO - Epoch [62][480/3757] lr: 2.000e-03, eta: 1 day, 3:30:10, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8570, loss_cls: 1.3767, loss: 1.3767, grad_norm: 5.6348 2020-07-26 22:49:44,644 - mmaction - INFO - Epoch [62][500/3757] lr: 2.000e-03, eta: 1 day, 3:29:57, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.8156 2020-07-26 22:49:58,106 - mmaction - INFO - Epoch [62][520/3757] lr: 2.000e-03, eta: 1 day, 3:29:44, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4583, loss: 1.4583, grad_norm: 5.7656 2020-07-26 22:50:11,718 - mmaction - INFO - Epoch [62][540/3757] lr: 2.000e-03, eta: 1 day, 3:29:30, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4009, loss: 1.4009, grad_norm: 5.4988 2020-07-26 22:50:25,885 - mmaction - INFO - Epoch [62][560/3757] lr: 2.000e-03, eta: 1 day, 3:29:17, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.7432 2020-07-26 22:50:41,291 - mmaction - INFO - Epoch [62][580/3757] lr: 2.000e-03, eta: 1 day, 3:29:05, time: 0.767, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.4017, loss: 1.4017, grad_norm: 5.8575 2020-07-26 22:50:54,402 - mmaction - INFO - Epoch [62][600/3757] lr: 2.000e-03, eta: 1 day, 3:28:51, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.4013, loss: 1.4013, grad_norm: 5.5943 2020-07-26 22:51:09,463 - mmaction - INFO - Epoch [62][620/3757] lr: 2.000e-03, eta: 1 day, 3:28:38, time: 0.753, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.8518 2020-07-26 22:51:22,341 - mmaction - INFO - Epoch [62][640/3757] lr: 2.000e-03, eta: 1 day, 3:28:24, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.5135 2020-07-26 22:51:36,863 - mmaction - INFO - Epoch [62][660/3757] lr: 2.000e-03, eta: 1 day, 3:28:11, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.5630 2020-07-26 22:51:51,555 - mmaction - INFO - Epoch [62][680/3757] lr: 2.000e-03, eta: 1 day, 3:27:58, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4289, loss: 1.4289, grad_norm: 5.5327 2020-07-26 22:52:05,462 - mmaction - INFO - Epoch [62][700/3757] lr: 2.000e-03, eta: 1 day, 3:27:45, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.6256 2020-07-26 22:52:19,986 - mmaction - INFO - Epoch [62][720/3757] lr: 2.000e-03, eta: 1 day, 3:27:32, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4117, loss: 1.4117, grad_norm: 5.5776 2020-07-26 22:52:33,317 - mmaction - INFO - Epoch [62][740/3757] lr: 2.000e-03, eta: 1 day, 3:27:18, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3499, loss: 1.3499, grad_norm: 5.6308 2020-07-26 22:52:46,856 - mmaction - INFO - Epoch [62][760/3757] lr: 2.000e-03, eta: 1 day, 3:27:05, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.6981 2020-07-26 22:53:00,514 - mmaction - INFO - Epoch [62][780/3757] lr: 2.000e-03, eta: 1 day, 3:26:51, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.7393 2020-07-26 22:53:14,923 - mmaction - INFO - Epoch [62][800/3757] lr: 2.000e-03, eta: 1 day, 3:26:38, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3210, loss: 1.3210, grad_norm: 5.6238 2020-07-26 22:53:29,312 - mmaction - INFO - Epoch [62][820/3757] lr: 2.000e-03, eta: 1 day, 3:26:25, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3211, loss: 1.3211, grad_norm: 5.6043 2020-07-26 22:53:42,444 - mmaction - INFO - Epoch [62][840/3757] lr: 2.000e-03, eta: 1 day, 3:26:11, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.9019 2020-07-26 22:53:56,942 - mmaction - INFO - Epoch [62][860/3757] lr: 2.000e-03, eta: 1 day, 3:25:58, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4741, loss: 1.4741, grad_norm: 5.7765 2020-07-26 22:54:10,200 - mmaction - INFO - Epoch [62][880/3757] lr: 2.000e-03, eta: 1 day, 3:25:45, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5116, loss: 1.5116, grad_norm: 5.8197 2020-07-26 22:54:25,130 - mmaction - INFO - Epoch [62][900/3757] lr: 2.000e-03, eta: 1 day, 3:25:32, time: 0.749, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8383, loss_cls: 1.4183, loss: 1.4183, grad_norm: 5.5541 2020-07-26 22:54:38,522 - mmaction - INFO - Epoch [62][920/3757] lr: 2.000e-03, eta: 1 day, 3:25:18, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3309, loss: 1.3309, grad_norm: 5.6896 2020-07-26 22:54:52,636 - mmaction - INFO - Epoch [62][940/3757] lr: 2.000e-03, eta: 1 day, 3:25:05, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4382, loss: 1.4382, grad_norm: 5.6883 2020-07-26 22:55:06,701 - mmaction - INFO - Epoch [62][960/3757] lr: 2.000e-03, eta: 1 day, 3:24:52, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3949, loss: 1.3949, grad_norm: 5.7921 2020-07-26 22:55:20,854 - mmaction - INFO - Epoch [62][980/3757] lr: 2.000e-03, eta: 1 day, 3:24:39, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8273, loss_cls: 1.5028, loss: 1.5028, grad_norm: 5.7123 2020-07-26 22:55:35,414 - mmaction - INFO - Epoch [62][1000/3757] lr: 2.000e-03, eta: 1 day, 3:24:26, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4354, loss: 1.4354, grad_norm: 5.6914 2020-07-26 22:55:49,167 - mmaction - INFO - Epoch [62][1020/3757] lr: 2.000e-03, eta: 1 day, 3:24:12, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3789, loss: 1.3789, grad_norm: 5.6513 2020-07-26 22:56:04,035 - mmaction - INFO - Epoch [62][1040/3757] lr: 2.000e-03, eta: 1 day, 3:24:00, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4222, loss: 1.4222, grad_norm: 5.8128 2020-07-26 22:56:17,898 - mmaction - INFO - Epoch [62][1060/3757] lr: 2.000e-03, eta: 1 day, 3:23:46, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.5551 2020-07-26 22:56:32,323 - mmaction - INFO - Epoch [62][1080/3757] lr: 2.000e-03, eta: 1 day, 3:23:33, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.5584 2020-07-26 22:56:45,373 - mmaction - INFO - Epoch [62][1100/3757] lr: 2.000e-03, eta: 1 day, 3:23:19, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4135, loss: 1.4135, grad_norm: 5.7759 2020-07-26 22:56:59,619 - mmaction - INFO - Epoch [62][1120/3757] lr: 2.000e-03, eta: 1 day, 3:23:06, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4369, loss: 1.4369, grad_norm: 5.7224 2020-07-26 22:57:12,789 - mmaction - INFO - Epoch [62][1140/3757] lr: 2.000e-03, eta: 1 day, 3:22:52, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.6839 2020-07-26 22:57:27,059 - mmaction - INFO - Epoch [62][1160/3757] lr: 2.000e-03, eta: 1 day, 3:22:39, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4407, loss: 1.4407, grad_norm: 5.8066 2020-07-26 22:57:40,377 - mmaction - INFO - Epoch [62][1180/3757] lr: 2.000e-03, eta: 1 day, 3:22:26, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4398, loss: 1.4398, grad_norm: 5.7470 2020-07-26 22:57:54,200 - mmaction - INFO - Epoch [62][1200/3757] lr: 2.000e-03, eta: 1 day, 3:22:12, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4078, loss: 1.4078, grad_norm: 5.8452 2020-07-26 22:58:07,757 - mmaction - INFO - Epoch [62][1220/3757] lr: 2.000e-03, eta: 1 day, 3:21:59, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4160, loss: 1.4160, grad_norm: 5.5791 2020-07-26 22:58:22,960 - mmaction - INFO - Epoch [62][1240/3757] lr: 2.000e-03, eta: 1 day, 3:21:46, time: 0.757, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.9562 2020-07-26 22:58:36,073 - mmaction - INFO - Epoch [62][1260/3757] lr: 2.000e-03, eta: 1 day, 3:21:32, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.4463, loss: 1.4463, grad_norm: 5.7005 2020-07-26 22:58:49,911 - mmaction - INFO - Epoch [62][1280/3757] lr: 2.000e-03, eta: 1 day, 3:21:19, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4240, loss: 1.4240, grad_norm: 5.6114 2020-07-26 22:59:04,506 - mmaction - INFO - Epoch [62][1300/3757] lr: 2.000e-03, eta: 1 day, 3:21:06, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4477, loss: 1.4477, grad_norm: 5.8303 2020-07-26 22:59:18,527 - mmaction - INFO - Epoch [62][1320/3757] lr: 2.000e-03, eta: 1 day, 3:20:53, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3980, loss: 1.3980, grad_norm: 5.7153 2020-07-26 22:59:32,315 - mmaction - INFO - Epoch [62][1340/3757] lr: 2.000e-03, eta: 1 day, 3:20:39, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4462, loss: 1.4462, grad_norm: 5.7275 2020-07-26 22:59:46,465 - mmaction - INFO - Epoch [62][1360/3757] lr: 2.000e-03, eta: 1 day, 3:20:26, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4179, loss: 1.4179, grad_norm: 5.6906 2020-07-26 23:00:00,420 - mmaction - INFO - Epoch [62][1380/3757] lr: 2.000e-03, eta: 1 day, 3:20:13, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4112, loss: 1.4112, grad_norm: 5.6725 2020-07-26 23:00:15,583 - mmaction - INFO - Epoch [62][1400/3757] lr: 2.000e-03, eta: 1 day, 3:20:00, time: 0.752, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.7560 2020-07-26 23:00:29,247 - mmaction - INFO - Epoch [62][1420/3757] lr: 2.000e-03, eta: 1 day, 3:19:47, time: 0.689, data_time: 0.015, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.0523 2020-07-26 23:00:42,776 - mmaction - INFO - Epoch [62][1440/3757] lr: 2.000e-03, eta: 1 day, 3:19:33, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3454, loss: 1.3454, grad_norm: 5.5841 2020-07-26 23:00:56,461 - mmaction - INFO - Epoch [62][1460/3757] lr: 2.000e-03, eta: 1 day, 3:19:20, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.4065, loss: 1.4065, grad_norm: 5.7228 2020-07-26 23:01:10,067 - mmaction - INFO - Epoch [62][1480/3757] lr: 2.000e-03, eta: 1 day, 3:19:06, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.4177 2020-07-26 23:01:23,348 - mmaction - INFO - Epoch [62][1500/3757] lr: 2.000e-03, eta: 1 day, 3:18:52, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8375, loss_cls: 1.4613, loss: 1.4613, grad_norm: 5.7137 2020-07-26 23:01:37,625 - mmaction - INFO - Epoch [62][1520/3757] lr: 2.000e-03, eta: 1 day, 3:18:39, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.5562 2020-07-26 23:01:51,040 - mmaction - INFO - Epoch [62][1540/3757] lr: 2.000e-03, eta: 1 day, 3:18:26, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3772, loss: 1.3772, grad_norm: 5.5958 2020-07-26 23:02:05,169 - mmaction - INFO - Epoch [62][1560/3757] lr: 2.000e-03, eta: 1 day, 3:18:12, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3116, loss: 1.3116, grad_norm: 5.6764 2020-07-26 23:02:18,696 - mmaction - INFO - Epoch [62][1580/3757] lr: 2.000e-03, eta: 1 day, 3:17:59, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8695, loss_cls: 1.3544, loss: 1.3544, grad_norm: 5.7626 2020-07-26 23:02:32,685 - mmaction - INFO - Epoch [62][1600/3757] lr: 2.000e-03, eta: 1 day, 3:17:45, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8648, loss_cls: 1.3650, loss: 1.3650, grad_norm: 5.7074 2020-07-26 23:02:46,779 - mmaction - INFO - Epoch [62][1620/3757] lr: 2.000e-03, eta: 1 day, 3:17:32, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4362, loss: 1.4362, grad_norm: 5.7790 2020-07-26 23:03:01,628 - mmaction - INFO - Epoch [62][1640/3757] lr: 2.000e-03, eta: 1 day, 3:17:20, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.7413 2020-07-26 23:03:15,467 - mmaction - INFO - Epoch [62][1660/3757] lr: 2.000e-03, eta: 1 day, 3:17:06, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.7711 2020-07-26 23:03:29,035 - mmaction - INFO - Epoch [62][1680/3757] lr: 2.000e-03, eta: 1 day, 3:16:53, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.7214 2020-07-26 23:03:43,409 - mmaction - INFO - Epoch [62][1700/3757] lr: 2.000e-03, eta: 1 day, 3:16:39, time: 0.719, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3499, loss: 1.3499, grad_norm: 5.6310 2020-07-26 23:03:56,873 - mmaction - INFO - Epoch [62][1720/3757] lr: 2.000e-03, eta: 1 day, 3:16:26, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5157, loss: 1.5157, grad_norm: 5.9613 2020-07-26 23:04:10,670 - mmaction - INFO - Epoch [62][1740/3757] lr: 2.000e-03, eta: 1 day, 3:16:12, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3348, loss: 1.3348, grad_norm: 5.6537 2020-07-26 23:04:24,270 - mmaction - INFO - Epoch [62][1760/3757] lr: 2.000e-03, eta: 1 day, 3:15:59, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3453, loss: 1.3453, grad_norm: 5.6819 2020-07-26 23:04:37,874 - mmaction - INFO - Epoch [62][1780/3757] lr: 2.000e-03, eta: 1 day, 3:15:45, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4265, loss: 1.4265, grad_norm: 5.7635 2020-07-26 23:04:52,267 - mmaction - INFO - Epoch [62][1800/3757] lr: 2.000e-03, eta: 1 day, 3:15:32, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.4004, loss: 1.4004, grad_norm: 5.7680 2020-07-26 23:05:05,701 - mmaction - INFO - Epoch [62][1820/3757] lr: 2.000e-03, eta: 1 day, 3:15:19, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8531, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.9078 2020-07-26 23:05:19,833 - mmaction - INFO - Epoch [62][1840/3757] lr: 2.000e-03, eta: 1 day, 3:15:06, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4077, loss: 1.4077, grad_norm: 5.6791 2020-07-26 23:05:34,016 - mmaction - INFO - Epoch [62][1860/3757] lr: 2.000e-03, eta: 1 day, 3:14:52, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4246, loss: 1.4246, grad_norm: 5.6929 2020-07-26 23:05:47,556 - mmaction - INFO - Epoch [62][1880/3757] lr: 2.000e-03, eta: 1 day, 3:14:39, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8438, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.4484 2020-07-26 23:06:01,978 - mmaction - INFO - Epoch [62][1900/3757] lr: 2.000e-03, eta: 1 day, 3:14:26, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.8004 2020-07-26 23:06:16,064 - mmaction - INFO - Epoch [62][1920/3757] lr: 2.000e-03, eta: 1 day, 3:14:13, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4538, loss: 1.4538, grad_norm: 5.6651 2020-07-26 23:06:29,274 - mmaction - INFO - Epoch [62][1940/3757] lr: 2.000e-03, eta: 1 day, 3:13:59, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.6231 2020-07-26 23:06:42,992 - mmaction - INFO - Epoch [62][1960/3757] lr: 2.000e-03, eta: 1 day, 3:13:45, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4654, loss: 1.4654, grad_norm: 5.6467 2020-07-26 23:06:57,299 - mmaction - INFO - Epoch [62][1980/3757] lr: 2.000e-03, eta: 1 day, 3:13:32, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3719, loss: 1.3719, grad_norm: 5.4699 2020-07-26 23:07:10,562 - mmaction - INFO - Epoch [62][2000/3757] lr: 2.000e-03, eta: 1 day, 3:13:18, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8438, loss_cls: 1.3518, loss: 1.3518, grad_norm: 5.4801 2020-07-26 23:07:24,866 - mmaction - INFO - Epoch [62][2020/3757] lr: 2.000e-03, eta: 1 day, 3:13:05, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4050, loss: 1.4050, grad_norm: 5.7585 2020-07-26 23:07:39,284 - mmaction - INFO - Epoch [62][2040/3757] lr: 2.000e-03, eta: 1 day, 3:12:52, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.4484, loss: 1.4484, grad_norm: 5.7858 2020-07-26 23:07:53,301 - mmaction - INFO - Epoch [62][2060/3757] lr: 2.000e-03, eta: 1 day, 3:12:39, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.4852, loss: 1.4852, grad_norm: 5.7891 2020-07-26 23:08:06,496 - mmaction - INFO - Epoch [62][2080/3757] lr: 2.000e-03, eta: 1 day, 3:12:25, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.3942, loss: 1.3942, grad_norm: 5.6159 2020-07-26 23:08:21,422 - mmaction - INFO - Epoch [62][2100/3757] lr: 2.000e-03, eta: 1 day, 3:12:13, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.7123 2020-07-26 23:08:35,595 - mmaction - INFO - Epoch [62][2120/3757] lr: 2.000e-03, eta: 1 day, 3:11:59, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8578, loss_cls: 1.4630, loss: 1.4630, grad_norm: 5.8210 2020-07-26 23:08:49,378 - mmaction - INFO - Epoch [62][2140/3757] lr: 2.000e-03, eta: 1 day, 3:11:46, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4912, loss: 1.4912, grad_norm: 5.7880 2020-07-26 23:09:02,566 - mmaction - INFO - Epoch [62][2160/3757] lr: 2.000e-03, eta: 1 day, 3:11:32, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.5618 2020-07-26 23:09:16,400 - mmaction - INFO - Epoch [62][2180/3757] lr: 2.000e-03, eta: 1 day, 3:11:19, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.7349 2020-07-26 23:09:30,018 - mmaction - INFO - Epoch [62][2200/3757] lr: 2.000e-03, eta: 1 day, 3:11:05, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4444, loss: 1.4444, grad_norm: 5.8426 2020-07-26 23:09:43,977 - mmaction - INFO - Epoch [62][2220/3757] lr: 2.000e-03, eta: 1 day, 3:10:52, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8391, loss_cls: 1.4401, loss: 1.4401, grad_norm: 5.6391 2020-07-26 23:09:57,418 - mmaction - INFO - Epoch [62][2240/3757] lr: 2.000e-03, eta: 1 day, 3:10:38, time: 0.677, data_time: 0.009, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5342, loss: 1.5342, grad_norm: 5.7980 2020-07-26 23:10:10,943 - mmaction - INFO - Epoch [62][2260/3757] lr: 2.000e-03, eta: 1 day, 3:10:25, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3629, loss: 1.3629, grad_norm: 5.7080 2020-07-26 23:10:24,593 - mmaction - INFO - Epoch [62][2280/3757] lr: 2.000e-03, eta: 1 day, 3:10:11, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4296, loss: 1.4296, grad_norm: 5.8393 2020-07-26 23:10:38,688 - mmaction - INFO - Epoch [62][2300/3757] lr: 2.000e-03, eta: 1 day, 3:09:58, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5226, loss: 1.5226, grad_norm: 5.8849 2020-07-26 23:10:52,347 - mmaction - INFO - Epoch [62][2320/3757] lr: 2.000e-03, eta: 1 day, 3:09:44, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.4089, loss: 1.4089, grad_norm: 5.7644 2020-07-26 23:11:06,291 - mmaction - INFO - Epoch [62][2340/3757] lr: 2.000e-03, eta: 1 day, 3:09:31, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.6928 2020-07-26 23:11:20,252 - mmaction - INFO - Epoch [62][2360/3757] lr: 2.000e-03, eta: 1 day, 3:09:18, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4144, loss: 1.4144, grad_norm: 5.7907 2020-07-26 23:11:34,872 - mmaction - INFO - Epoch [62][2380/3757] lr: 2.000e-03, eta: 1 day, 3:09:05, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4991, loss: 1.4991, grad_norm: 5.7070 2020-07-26 23:11:49,155 - mmaction - INFO - Epoch [62][2400/3757] lr: 2.000e-03, eta: 1 day, 3:08:52, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4884, loss: 1.4884, grad_norm: 5.7970 2020-07-26 23:12:03,475 - mmaction - INFO - Epoch [62][2420/3757] lr: 2.000e-03, eta: 1 day, 3:08:39, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4322, loss: 1.4322, grad_norm: 5.7162 2020-07-26 23:12:17,697 - mmaction - INFO - Epoch [62][2440/3757] lr: 2.000e-03, eta: 1 day, 3:08:26, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4344, loss: 1.4344, grad_norm: 5.7018 2020-07-26 23:12:31,295 - mmaction - INFO - Epoch [62][2460/3757] lr: 2.000e-03, eta: 1 day, 3:08:12, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4426, loss: 1.4426, grad_norm: 5.6335 2020-07-26 23:12:44,582 - mmaction - INFO - Epoch [62][2480/3757] lr: 2.000e-03, eta: 1 day, 3:07:58, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.7595 2020-07-26 23:12:58,894 - mmaction - INFO - Epoch [62][2500/3757] lr: 2.000e-03, eta: 1 day, 3:07:45, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3585, loss: 1.3585, grad_norm: 5.6723 2020-07-26 23:13:12,767 - mmaction - INFO - Epoch [62][2520/3757] lr: 2.000e-03, eta: 1 day, 3:07:32, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4537, loss: 1.4537, grad_norm: 5.8557 2020-07-26 23:13:27,160 - mmaction - INFO - Epoch [62][2540/3757] lr: 2.000e-03, eta: 1 day, 3:07:19, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4236, loss: 1.4236, grad_norm: 5.6225 2020-07-26 23:13:40,117 - mmaction - INFO - Epoch [62][2560/3757] lr: 2.000e-03, eta: 1 day, 3:07:05, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.5890 2020-07-26 23:13:54,372 - mmaction - INFO - Epoch [62][2580/3757] lr: 2.000e-03, eta: 1 day, 3:06:52, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.7239 2020-07-26 23:14:08,354 - mmaction - INFO - Epoch [62][2600/3757] lr: 2.000e-03, eta: 1 day, 3:06:38, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3776, loss: 1.3776, grad_norm: 5.6395 2020-07-26 23:14:23,537 - mmaction - INFO - Epoch [62][2620/3757] lr: 2.000e-03, eta: 1 day, 3:06:26, time: 0.756, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.5065, loss: 1.5065, grad_norm: 6.0048 2020-07-26 23:14:37,816 - mmaction - INFO - Epoch [62][2640/3757] lr: 2.000e-03, eta: 1 day, 3:06:13, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.6754 2020-07-26 23:14:51,706 - mmaction - INFO - Epoch [62][2660/3757] lr: 2.000e-03, eta: 1 day, 3:05:59, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4088, loss: 1.4088, grad_norm: 5.7178 2020-07-26 23:15:06,318 - mmaction - INFO - Epoch [62][2680/3757] lr: 2.000e-03, eta: 1 day, 3:05:46, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3938, loss: 1.3938, grad_norm: 5.6882 2020-07-26 23:15:20,523 - mmaction - INFO - Epoch [62][2700/3757] lr: 2.000e-03, eta: 1 day, 3:05:33, time: 0.710, data_time: 0.002, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8445, loss_cls: 1.3441, loss: 1.3441, grad_norm: 5.4946 2020-07-26 23:15:33,832 - mmaction - INFO - Epoch [62][2720/3757] lr: 2.000e-03, eta: 1 day, 3:05:19, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4669, loss: 1.4669, grad_norm: 5.7071 2020-07-26 23:15:47,730 - mmaction - INFO - Epoch [62][2740/3757] lr: 2.000e-03, eta: 1 day, 3:05:06, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4242, loss: 1.4242, grad_norm: 5.7025 2020-07-26 23:16:02,214 - mmaction - INFO - Epoch [62][2760/3757] lr: 2.000e-03, eta: 1 day, 3:04:53, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4382, loss: 1.4382, grad_norm: 5.6887 2020-07-26 23:16:15,893 - mmaction - INFO - Epoch [62][2780/3757] lr: 2.000e-03, eta: 1 day, 3:04:40, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3881, loss: 1.3881, grad_norm: 5.6025 2020-07-26 23:16:30,100 - mmaction - INFO - Epoch [62][2800/3757] lr: 2.000e-03, eta: 1 day, 3:04:27, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.0066 2020-07-26 23:16:44,269 - mmaction - INFO - Epoch [62][2820/3757] lr: 2.000e-03, eta: 1 day, 3:04:13, time: 0.708, data_time: 0.002, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.7490 2020-07-26 23:16:57,595 - mmaction - INFO - Epoch [62][2840/3757] lr: 2.000e-03, eta: 1 day, 3:04:00, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6047, top5_acc: 0.8477, loss_cls: 1.5248, loss: 1.5248, grad_norm: 5.9023 2020-07-26 23:17:11,793 - mmaction - INFO - Epoch [62][2860/3757] lr: 2.000e-03, eta: 1 day, 3:03:46, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5144, loss: 1.5144, grad_norm: 5.8087 2020-07-26 23:17:25,401 - mmaction - INFO - Epoch [62][2880/3757] lr: 2.000e-03, eta: 1 day, 3:03:33, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5151, loss: 1.5151, grad_norm: 5.7744 2020-07-26 23:17:39,122 - mmaction - INFO - Epoch [62][2900/3757] lr: 2.000e-03, eta: 1 day, 3:03:19, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.6731 2020-07-26 23:17:53,414 - mmaction - INFO - Epoch [62][2920/3757] lr: 2.000e-03, eta: 1 day, 3:03:06, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.7257 2020-07-26 23:18:06,473 - mmaction - INFO - Epoch [62][2940/3757] lr: 2.000e-03, eta: 1 day, 3:02:52, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4219, loss: 1.4219, grad_norm: 5.7143 2020-07-26 23:18:20,699 - mmaction - INFO - Epoch [62][2960/3757] lr: 2.000e-03, eta: 1 day, 3:02:39, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.8653 2020-07-26 23:18:34,427 - mmaction - INFO - Epoch [62][2980/3757] lr: 2.000e-03, eta: 1 day, 3:02:26, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4048, loss: 1.4048, grad_norm: 5.6500 2020-07-26 23:18:47,994 - mmaction - INFO - Epoch [62][3000/3757] lr: 2.000e-03, eta: 1 day, 3:02:12, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8570, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.8565 2020-07-26 23:19:02,242 - mmaction - INFO - Epoch [62][3020/3757] lr: 2.000e-03, eta: 1 day, 3:01:59, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8305, loss_cls: 1.4823, loss: 1.4823, grad_norm: 5.6944 2020-07-26 23:19:16,340 - mmaction - INFO - Epoch [62][3040/3757] lr: 2.000e-03, eta: 1 day, 3:01:46, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5129, loss: 1.5129, grad_norm: 5.8510 2020-07-26 23:19:29,789 - mmaction - INFO - Epoch [62][3060/3757] lr: 2.000e-03, eta: 1 day, 3:01:32, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4268, loss: 1.4268, grad_norm: 5.6359 2020-07-26 23:19:44,660 - mmaction - INFO - Epoch [62][3080/3757] lr: 2.000e-03, eta: 1 day, 3:01:19, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.9105 2020-07-26 23:19:57,803 - mmaction - INFO - Epoch [62][3100/3757] lr: 2.000e-03, eta: 1 day, 3:01:06, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3843, loss: 1.3843, grad_norm: 5.7689 2020-07-26 23:20:11,509 - mmaction - INFO - Epoch [62][3120/3757] lr: 2.000e-03, eta: 1 day, 3:00:52, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5275, loss: 1.5275, grad_norm: 5.7965 2020-07-26 23:20:25,395 - mmaction - INFO - Epoch [62][3140/3757] lr: 2.000e-03, eta: 1 day, 3:00:39, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.6028 2020-07-26 23:20:39,958 - mmaction - INFO - Epoch [62][3160/3757] lr: 2.000e-03, eta: 1 day, 3:00:26, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4210, loss: 1.4210, grad_norm: 5.7672 2020-07-26 23:20:53,881 - mmaction - INFO - Epoch [62][3180/3757] lr: 2.000e-03, eta: 1 day, 3:00:13, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4571, loss: 1.4571, grad_norm: 5.7458 2020-07-26 23:21:07,471 - mmaction - INFO - Epoch [62][3200/3757] lr: 2.000e-03, eta: 1 day, 2:59:59, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.3916, loss: 1.3916, grad_norm: 5.6738 2020-07-26 23:21:21,311 - mmaction - INFO - Epoch [62][3220/3757] lr: 2.000e-03, eta: 1 day, 2:59:46, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.7386 2020-07-26 23:21:34,759 - mmaction - INFO - Epoch [62][3240/3757] lr: 2.000e-03, eta: 1 day, 2:59:32, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.8026 2020-07-26 23:21:48,536 - mmaction - INFO - Epoch [62][3260/3757] lr: 2.000e-03, eta: 1 day, 2:59:19, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3831, loss: 1.3831, grad_norm: 5.7107 2020-07-26 23:22:02,312 - mmaction - INFO - Epoch [62][3280/3757] lr: 2.000e-03, eta: 1 day, 2:59:05, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4779, loss: 1.4779, grad_norm: 5.7161 2020-07-26 23:22:15,860 - mmaction - INFO - Epoch [62][3300/3757] lr: 2.000e-03, eta: 1 day, 2:58:52, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4478, loss: 1.4478, grad_norm: 5.9086 2020-07-26 23:22:30,000 - mmaction - INFO - Epoch [62][3320/3757] lr: 2.000e-03, eta: 1 day, 2:58:38, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.7551 2020-07-26 23:22:43,699 - mmaction - INFO - Epoch [62][3340/3757] lr: 2.000e-03, eta: 1 day, 2:58:25, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8375, loss_cls: 1.3986, loss: 1.3986, grad_norm: 5.5807 2020-07-26 23:22:57,288 - mmaction - INFO - Epoch [62][3360/3757] lr: 2.000e-03, eta: 1 day, 2:58:11, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.9878 2020-07-26 23:23:10,720 - mmaction - INFO - Epoch [62][3380/3757] lr: 2.000e-03, eta: 1 day, 2:57:58, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.4936, loss: 1.4936, grad_norm: 5.8509 2020-07-26 23:23:25,950 - mmaction - INFO - Epoch [62][3400/3757] lr: 2.000e-03, eta: 1 day, 2:57:45, time: 0.761, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5056, loss: 1.5056, grad_norm: 5.8681 2020-07-26 23:23:39,807 - mmaction - INFO - Epoch [62][3420/3757] lr: 2.000e-03, eta: 1 day, 2:57:32, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8383, loss_cls: 1.5034, loss: 1.5034, grad_norm: 5.9724 2020-07-26 23:23:53,735 - mmaction - INFO - Epoch [62][3440/3757] lr: 2.000e-03, eta: 1 day, 2:57:18, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.6318 2020-07-26 23:24:07,201 - mmaction - INFO - Epoch [62][3460/3757] lr: 2.000e-03, eta: 1 day, 2:57:05, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3880, loss: 1.3880, grad_norm: 5.5209 2020-07-26 23:24:21,396 - mmaction - INFO - Epoch [62][3480/3757] lr: 2.000e-03, eta: 1 day, 2:56:52, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8680, loss_cls: 1.3785, loss: 1.3785, grad_norm: 5.6830 2020-07-26 23:24:35,070 - mmaction - INFO - Epoch [62][3500/3757] lr: 2.000e-03, eta: 1 day, 2:56:38, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8727, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.6148 2020-07-26 23:24:49,540 - mmaction - INFO - Epoch [62][3520/3757] lr: 2.000e-03, eta: 1 day, 2:56:25, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4305, loss: 1.4305, grad_norm: 5.7053 2020-07-26 23:25:02,742 - mmaction - INFO - Epoch [62][3540/3757] lr: 2.000e-03, eta: 1 day, 2:56:11, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.9458 2020-07-26 23:25:16,244 - mmaction - INFO - Epoch [62][3560/3757] lr: 2.000e-03, eta: 1 day, 2:55:58, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.7293 2020-07-26 23:25:30,463 - mmaction - INFO - Epoch [62][3580/3757] lr: 2.000e-03, eta: 1 day, 2:55:44, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4670, loss: 1.4670, grad_norm: 5.6994 2020-07-26 23:25:43,728 - mmaction - INFO - Epoch [62][3600/3757] lr: 2.000e-03, eta: 1 day, 2:55:31, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.8247 2020-07-26 23:25:57,745 - mmaction - INFO - Epoch [62][3620/3757] lr: 2.000e-03, eta: 1 day, 2:55:18, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5483, loss: 1.5483, grad_norm: 6.1488 2020-07-26 23:26:12,371 - mmaction - INFO - Epoch [62][3640/3757] lr: 2.000e-03, eta: 1 day, 2:55:05, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.8836 2020-07-26 23:26:25,324 - mmaction - INFO - Epoch [62][3660/3757] lr: 2.000e-03, eta: 1 day, 2:54:51, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4407, loss: 1.4407, grad_norm: 5.7660 2020-07-26 23:26:39,604 - mmaction - INFO - Epoch [62][3680/3757] lr: 2.000e-03, eta: 1 day, 2:54:38, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4461, loss: 1.4461, grad_norm: 5.7625 2020-07-26 23:26:53,588 - mmaction - INFO - Epoch [62][3700/3757] lr: 2.000e-03, eta: 1 day, 2:54:24, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4836, loss: 1.4836, grad_norm: 5.8898 2020-07-26 23:27:08,343 - mmaction - INFO - Epoch [62][3720/3757] lr: 2.000e-03, eta: 1 day, 2:54:11, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.7329 2020-07-26 23:27:21,979 - mmaction - INFO - Epoch [62][3740/3757] lr: 2.000e-03, eta: 1 day, 2:53:58, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.4888, loss: 1.4888, grad_norm: 5.9696 2020-07-26 23:27:33,712 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-07-26 23:27:59,952 - mmaction - INFO - Epoch [63][20/3757] lr: 2.000e-03, eta: 1 day, 2:53:33, time: 1.260, data_time: 0.640, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4766, loss: 1.4766, grad_norm: 5.7457 2020-07-26 23:28:12,255 - mmaction - INFO - Epoch [63][40/3757] lr: 2.000e-03, eta: 1 day, 2:53:19, time: 0.616, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4458, loss: 1.4458, grad_norm: 5.9791 2020-07-26 23:28:25,738 - mmaction - INFO - Epoch [63][60/3757] lr: 2.000e-03, eta: 1 day, 2:53:05, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3826, loss: 1.3826, grad_norm: 5.6373 2020-07-26 23:28:40,470 - mmaction - INFO - Epoch [63][80/3757] lr: 2.000e-03, eta: 1 day, 2:52:52, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.7226 2020-07-26 23:28:53,458 - mmaction - INFO - Epoch [63][100/3757] lr: 2.000e-03, eta: 1 day, 2:52:38, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4771, loss: 1.4771, grad_norm: 5.9658 2020-07-26 23:29:07,537 - mmaction - INFO - Epoch [63][120/3757] lr: 2.000e-03, eta: 1 day, 2:52:25, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3566, loss: 1.3566, grad_norm: 5.6917 2020-07-26 23:29:20,610 - mmaction - INFO - Epoch [63][140/3757] lr: 2.000e-03, eta: 1 day, 2:52:11, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.3534, loss: 1.3534, grad_norm: 5.6071 2020-07-26 23:29:34,608 - mmaction - INFO - Epoch [63][160/3757] lr: 2.000e-03, eta: 1 day, 2:51:58, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.7890 2020-07-26 23:29:48,282 - mmaction - INFO - Epoch [63][180/3757] lr: 2.000e-03, eta: 1 day, 2:51:44, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8516, loss_cls: 1.4592, loss: 1.4592, grad_norm: 5.9575 2020-07-26 23:30:01,958 - mmaction - INFO - Epoch [63][200/3757] lr: 2.000e-03, eta: 1 day, 2:51:31, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4360, loss: 1.4360, grad_norm: 5.8832 2020-07-26 23:30:15,613 - mmaction - INFO - Epoch [63][220/3757] lr: 2.000e-03, eta: 1 day, 2:51:17, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.3839, loss: 1.3839, grad_norm: 5.6909 2020-07-26 23:30:29,957 - mmaction - INFO - Epoch [63][240/3757] lr: 2.000e-03, eta: 1 day, 2:51:04, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.5563 2020-07-26 23:30:43,718 - mmaction - INFO - Epoch [63][260/3757] lr: 2.000e-03, eta: 1 day, 2:50:51, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3401, loss: 1.3401, grad_norm: 5.5359 2020-07-26 23:30:58,285 - mmaction - INFO - Epoch [63][280/3757] lr: 2.000e-03, eta: 1 day, 2:50:38, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.5986 2020-07-26 23:31:12,204 - mmaction - INFO - Epoch [63][300/3757] lr: 2.000e-03, eta: 1 day, 2:50:24, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.8606 2020-07-26 23:31:26,822 - mmaction - INFO - Epoch [63][320/3757] lr: 2.000e-03, eta: 1 day, 2:50:11, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4422, loss: 1.4422, grad_norm: 5.8940 2020-07-26 23:31:39,884 - mmaction - INFO - Epoch [63][340/3757] lr: 2.000e-03, eta: 1 day, 2:49:58, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.7520 2020-07-26 23:31:54,179 - mmaction - INFO - Epoch [63][360/3757] lr: 2.000e-03, eta: 1 day, 2:49:44, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.9551 2020-07-26 23:32:07,652 - mmaction - INFO - Epoch [63][380/3757] lr: 2.000e-03, eta: 1 day, 2:49:31, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3757, loss: 1.3757, grad_norm: 5.7957 2020-07-26 23:32:21,910 - mmaction - INFO - Epoch [63][400/3757] lr: 2.000e-03, eta: 1 day, 2:49:18, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3757, loss: 1.3757, grad_norm: 5.7492 2020-07-26 23:32:35,527 - mmaction - INFO - Epoch [63][420/3757] lr: 2.000e-03, eta: 1 day, 2:49:04, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4054, loss: 1.4054, grad_norm: 5.7184 2020-07-26 23:32:49,104 - mmaction - INFO - Epoch [63][440/3757] lr: 2.000e-03, eta: 1 day, 2:48:51, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8648, loss_cls: 1.4091, loss: 1.4091, grad_norm: 5.9960 2020-07-26 23:33:03,187 - mmaction - INFO - Epoch [63][460/3757] lr: 2.000e-03, eta: 1 day, 2:48:37, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.8607 2020-07-26 23:33:17,022 - mmaction - INFO - Epoch [63][480/3757] lr: 2.000e-03, eta: 1 day, 2:48:24, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4349, loss: 1.4349, grad_norm: 5.8065 2020-07-26 23:33:31,718 - mmaction - INFO - Epoch [63][500/3757] lr: 2.000e-03, eta: 1 day, 2:48:11, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.4231 2020-07-26 23:33:45,007 - mmaction - INFO - Epoch [63][520/3757] lr: 2.000e-03, eta: 1 day, 2:47:57, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3476, loss: 1.3476, grad_norm: 5.7763 2020-07-26 23:33:58,736 - mmaction - INFO - Epoch [63][540/3757] lr: 2.000e-03, eta: 1 day, 2:47:44, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4713, loss: 1.4713, grad_norm: 5.9835 2020-07-26 23:34:12,456 - mmaction - INFO - Epoch [63][560/3757] lr: 2.000e-03, eta: 1 day, 2:47:30, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4432, loss: 1.4432, grad_norm: 5.8306 2020-07-26 23:34:27,183 - mmaction - INFO - Epoch [63][580/3757] lr: 2.000e-03, eta: 1 day, 2:47:18, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.8453 2020-07-26 23:34:41,085 - mmaction - INFO - Epoch [63][600/3757] lr: 2.000e-03, eta: 1 day, 2:47:04, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.7287 2020-07-26 23:34:54,242 - mmaction - INFO - Epoch [63][620/3757] lr: 2.000e-03, eta: 1 day, 2:46:50, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4025, loss: 1.4025, grad_norm: 5.9318 2020-07-26 23:35:07,747 - mmaction - INFO - Epoch [63][640/3757] lr: 2.000e-03, eta: 1 day, 2:46:37, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4617, loss: 1.4617, grad_norm: 5.7074 2020-07-26 23:35:21,605 - mmaction - INFO - Epoch [63][660/3757] lr: 2.000e-03, eta: 1 day, 2:46:23, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.3869, loss: 1.3869, grad_norm: 5.9289 2020-07-26 23:35:35,814 - mmaction - INFO - Epoch [63][680/3757] lr: 2.000e-03, eta: 1 day, 2:46:10, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.7776 2020-07-26 23:35:50,197 - mmaction - INFO - Epoch [63][700/3757] lr: 2.000e-03, eta: 1 day, 2:45:57, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4125, loss: 1.4125, grad_norm: 5.7047 2020-07-26 23:36:03,488 - mmaction - INFO - Epoch [63][720/3757] lr: 2.000e-03, eta: 1 day, 2:45:43, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.8357 2020-07-26 23:36:16,971 - mmaction - INFO - Epoch [63][740/3757] lr: 2.000e-03, eta: 1 day, 2:45:30, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3905, loss: 1.3905, grad_norm: 5.6870 2020-07-26 23:36:31,156 - mmaction - INFO - Epoch [63][760/3757] lr: 2.000e-03, eta: 1 day, 2:45:17, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.7819 2020-07-26 23:36:44,897 - mmaction - INFO - Epoch [63][780/3757] lr: 2.000e-03, eta: 1 day, 2:45:03, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.9655 2020-07-26 23:36:58,319 - mmaction - INFO - Epoch [63][800/3757] lr: 2.000e-03, eta: 1 day, 2:44:50, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3446, loss: 1.3446, grad_norm: 5.5495 2020-07-26 23:37:13,286 - mmaction - INFO - Epoch [63][820/3757] lr: 2.000e-03, eta: 1 day, 2:44:37, time: 0.748, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.7318 2020-07-26 23:37:26,676 - mmaction - INFO - Epoch [63][840/3757] lr: 2.000e-03, eta: 1 day, 2:44:23, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.3845, loss: 1.3845, grad_norm: 5.7783 2020-07-26 23:37:41,106 - mmaction - INFO - Epoch [63][860/3757] lr: 2.000e-03, eta: 1 day, 2:44:10, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.7264 2020-07-26 23:37:55,152 - mmaction - INFO - Epoch [63][880/3757] lr: 2.000e-03, eta: 1 day, 2:43:57, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4383, loss: 1.4383, grad_norm: 5.8611 2020-07-26 23:38:09,610 - mmaction - INFO - Epoch [63][900/3757] lr: 2.000e-03, eta: 1 day, 2:43:44, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.8074 2020-07-26 23:38:23,514 - mmaction - INFO - Epoch [63][920/3757] lr: 2.000e-03, eta: 1 day, 2:43:30, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8477, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.9967 2020-07-26 23:38:37,080 - mmaction - INFO - Epoch [63][940/3757] lr: 2.000e-03, eta: 1 day, 2:43:17, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.4962, loss: 1.4962, grad_norm: 6.1113 2020-07-26 23:38:50,377 - mmaction - INFO - Epoch [63][960/3757] lr: 2.000e-03, eta: 1 day, 2:43:03, time: 0.665, data_time: 0.002, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8461, loss_cls: 1.4415, loss: 1.4415, grad_norm: 5.7817 2020-07-26 23:39:03,794 - mmaction - INFO - Epoch [63][980/3757] lr: 2.000e-03, eta: 1 day, 2:42:49, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5027, loss: 1.5027, grad_norm: 5.8201 2020-07-26 23:39:17,272 - mmaction - INFO - Epoch [63][1000/3757] lr: 2.000e-03, eta: 1 day, 2:42:36, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.8781 2020-07-26 23:39:32,099 - mmaction - INFO - Epoch [63][1020/3757] lr: 2.000e-03, eta: 1 day, 2:42:23, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3399, loss: 1.3399, grad_norm: 5.6454 2020-07-26 23:39:46,117 - mmaction - INFO - Epoch [63][1040/3757] lr: 2.000e-03, eta: 1 day, 2:42:10, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3587, loss: 1.3587, grad_norm: 5.8423 2020-07-26 23:40:00,464 - mmaction - INFO - Epoch [63][1060/3757] lr: 2.000e-03, eta: 1 day, 2:41:57, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.8460 2020-07-26 23:40:13,889 - mmaction - INFO - Epoch [63][1080/3757] lr: 2.000e-03, eta: 1 day, 2:41:43, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.7969 2020-07-26 23:40:27,818 - mmaction - INFO - Epoch [63][1100/3757] lr: 2.000e-03, eta: 1 day, 2:41:30, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.4732, loss: 1.4732, grad_norm: 5.9623 2020-07-26 23:40:41,469 - mmaction - INFO - Epoch [63][1120/3757] lr: 2.000e-03, eta: 1 day, 2:41:16, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3784, loss: 1.3784, grad_norm: 5.8149 2020-07-26 23:40:55,341 - mmaction - INFO - Epoch [63][1140/3757] lr: 2.000e-03, eta: 1 day, 2:41:03, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3958, loss: 1.3958, grad_norm: 5.8748 2020-07-26 23:41:08,658 - mmaction - INFO - Epoch [63][1160/3757] lr: 2.000e-03, eta: 1 day, 2:40:49, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.4137, loss: 1.4137, grad_norm: 5.7773 2020-07-26 23:41:22,468 - mmaction - INFO - Epoch [63][1180/3757] lr: 2.000e-03, eta: 1 day, 2:40:36, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.0173 2020-07-26 23:41:35,867 - mmaction - INFO - Epoch [63][1200/3757] lr: 2.000e-03, eta: 1 day, 2:40:22, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8344, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.0270 2020-07-26 23:41:50,466 - mmaction - INFO - Epoch [63][1220/3757] lr: 2.000e-03, eta: 1 day, 2:40:09, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3912, loss: 1.3912, grad_norm: 5.6729 2020-07-26 23:42:03,734 - mmaction - INFO - Epoch [63][1240/3757] lr: 2.000e-03, eta: 1 day, 2:39:55, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4357, loss: 1.4357, grad_norm: 5.5684 2020-07-26 23:42:18,700 - mmaction - INFO - Epoch [63][1260/3757] lr: 2.000e-03, eta: 1 day, 2:39:43, time: 0.749, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.8888 2020-07-26 23:42:32,942 - mmaction - INFO - Epoch [63][1280/3757] lr: 2.000e-03, eta: 1 day, 2:39:29, time: 0.712, data_time: 0.003, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3620, loss: 1.3620, grad_norm: 5.7923 2020-07-26 23:42:46,178 - mmaction - INFO - Epoch [63][1300/3757] lr: 2.000e-03, eta: 1 day, 2:39:16, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8547, loss_cls: 1.4474, loss: 1.4474, grad_norm: 5.8798 2020-07-26 23:43:00,269 - mmaction - INFO - Epoch [63][1320/3757] lr: 2.000e-03, eta: 1 day, 2:39:02, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.4324, loss: 1.4324, grad_norm: 5.7953 2020-07-26 23:43:14,256 - mmaction - INFO - Epoch [63][1340/3757] lr: 2.000e-03, eta: 1 day, 2:38:49, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.3697, loss: 1.3697, grad_norm: 5.8055 2020-07-26 23:43:28,705 - mmaction - INFO - Epoch [63][1360/3757] lr: 2.000e-03, eta: 1 day, 2:38:36, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4518, loss: 1.4518, grad_norm: 5.8691 2020-07-26 23:43:42,197 - mmaction - INFO - Epoch [63][1380/3757] lr: 2.000e-03, eta: 1 day, 2:38:22, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4262, loss: 1.4262, grad_norm: 5.7560 2020-07-26 23:43:56,159 - mmaction - INFO - Epoch [63][1400/3757] lr: 2.000e-03, eta: 1 day, 2:38:09, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4392, loss: 1.4392, grad_norm: 5.8179 2020-07-26 23:44:09,831 - mmaction - INFO - Epoch [63][1420/3757] lr: 2.000e-03, eta: 1 day, 2:37:56, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.8654 2020-07-26 23:44:23,260 - mmaction - INFO - Epoch [63][1440/3757] lr: 2.000e-03, eta: 1 day, 2:37:42, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.4092 2020-07-26 23:44:38,011 - mmaction - INFO - Epoch [63][1460/3757] lr: 2.000e-03, eta: 1 day, 2:37:29, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3611, loss: 1.3611, grad_norm: 5.7879 2020-07-26 23:44:51,669 - mmaction - INFO - Epoch [63][1480/3757] lr: 2.000e-03, eta: 1 day, 2:37:16, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.6310 2020-07-26 23:45:05,551 - mmaction - INFO - Epoch [63][1500/3757] lr: 2.000e-03, eta: 1 day, 2:37:02, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3838, loss: 1.3838, grad_norm: 5.6611 2020-07-26 23:45:19,946 - mmaction - INFO - Epoch [63][1520/3757] lr: 2.000e-03, eta: 1 day, 2:36:49, time: 0.720, data_time: 0.002, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4509, loss: 1.4509, grad_norm: 6.0363 2020-07-26 23:45:33,888 - mmaction - INFO - Epoch [63][1540/3757] lr: 2.000e-03, eta: 1 day, 2:36:36, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4447, loss: 1.4447, grad_norm: 5.7987 2020-07-26 23:45:48,261 - mmaction - INFO - Epoch [63][1560/3757] lr: 2.000e-03, eta: 1 day, 2:36:23, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5007, loss: 1.5007, grad_norm: 5.7772 2020-07-26 23:46:01,942 - mmaction - INFO - Epoch [63][1580/3757] lr: 2.000e-03, eta: 1 day, 2:36:09, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.7657 2020-07-26 23:46:16,322 - mmaction - INFO - Epoch [63][1600/3757] lr: 2.000e-03, eta: 1 day, 2:35:56, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.4034, loss: 1.4034, grad_norm: 5.7693 2020-07-26 23:46:30,022 - mmaction - INFO - Epoch [63][1620/3757] lr: 2.000e-03, eta: 1 day, 2:35:43, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4527, loss: 1.4527, grad_norm: 5.7378 2020-07-26 23:46:43,379 - mmaction - INFO - Epoch [63][1640/3757] lr: 2.000e-03, eta: 1 day, 2:35:29, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.8582 2020-07-26 23:46:56,967 - mmaction - INFO - Epoch [63][1660/3757] lr: 2.000e-03, eta: 1 day, 2:35:15, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.3901, loss: 1.3901, grad_norm: 5.8299 2020-07-26 23:47:10,563 - mmaction - INFO - Epoch [63][1680/3757] lr: 2.000e-03, eta: 1 day, 2:35:02, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3922, loss: 1.3922, grad_norm: 5.6933 2020-07-26 23:47:25,855 - mmaction - INFO - Epoch [63][1700/3757] lr: 2.000e-03, eta: 1 day, 2:34:49, time: 0.765, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.9729 2020-07-26 23:47:40,071 - mmaction - INFO - Epoch [63][1720/3757] lr: 2.000e-03, eta: 1 day, 2:34:36, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3814, loss: 1.3814, grad_norm: 5.7348 2020-07-26 23:47:53,159 - mmaction - INFO - Epoch [63][1740/3757] lr: 2.000e-03, eta: 1 day, 2:34:22, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.7705 2020-07-26 23:48:07,041 - mmaction - INFO - Epoch [63][1760/3757] lr: 2.000e-03, eta: 1 day, 2:34:09, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8359, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.7233 2020-07-26 23:48:20,637 - mmaction - INFO - Epoch [63][1780/3757] lr: 2.000e-03, eta: 1 day, 2:33:55, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4317, loss: 1.4317, grad_norm: 5.7289 2020-07-26 23:48:34,620 - mmaction - INFO - Epoch [63][1800/3757] lr: 2.000e-03, eta: 1 day, 2:33:42, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4550, loss: 1.4550, grad_norm: 5.7225 2020-07-26 23:48:48,026 - mmaction - INFO - Epoch [63][1820/3757] lr: 2.000e-03, eta: 1 day, 2:33:28, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4208, loss: 1.4208, grad_norm: 5.7426 2020-07-26 23:49:01,925 - mmaction - INFO - Epoch [63][1840/3757] lr: 2.000e-03, eta: 1 day, 2:33:15, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3317, loss: 1.3317, grad_norm: 5.7322 2020-07-26 23:49:15,828 - mmaction - INFO - Epoch [63][1860/3757] lr: 2.000e-03, eta: 1 day, 2:33:02, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3553, loss: 1.3553, grad_norm: 5.5731 2020-07-26 23:49:29,288 - mmaction - INFO - Epoch [63][1880/3757] lr: 2.000e-03, eta: 1 day, 2:32:48, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4754, loss: 1.4754, grad_norm: 5.8063 2020-07-26 23:49:43,605 - mmaction - INFO - Epoch [63][1900/3757] lr: 2.000e-03, eta: 1 day, 2:32:35, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.7027 2020-07-26 23:49:56,906 - mmaction - INFO - Epoch [63][1920/3757] lr: 2.000e-03, eta: 1 day, 2:32:21, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.6965 2020-07-26 23:50:10,376 - mmaction - INFO - Epoch [63][1940/3757] lr: 2.000e-03, eta: 1 day, 2:32:08, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.8966 2020-07-26 23:50:24,344 - mmaction - INFO - Epoch [63][1960/3757] lr: 2.000e-03, eta: 1 day, 2:31:54, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.8578 2020-07-26 23:50:38,250 - mmaction - INFO - Epoch [63][1980/3757] lr: 2.000e-03, eta: 1 day, 2:31:41, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.5078, loss: 1.5078, grad_norm: 5.8676 2020-07-26 23:50:53,566 - mmaction - INFO - Epoch [63][2000/3757] lr: 2.000e-03, eta: 1 day, 2:31:28, time: 0.763, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4616, loss: 1.4616, grad_norm: 5.7793 2020-07-26 23:51:07,182 - mmaction - INFO - Epoch [63][2020/3757] lr: 2.000e-03, eta: 1 day, 2:31:15, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8617, loss_cls: 1.4301, loss: 1.4301, grad_norm: 5.6830 2020-07-26 23:51:21,123 - mmaction - INFO - Epoch [63][2040/3757] lr: 2.000e-03, eta: 1 day, 2:31:01, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.7392 2020-07-26 23:51:34,286 - mmaction - INFO - Epoch [63][2060/3757] lr: 2.000e-03, eta: 1 day, 2:30:48, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4546, loss: 1.4546, grad_norm: 5.8615 2020-07-26 23:51:47,704 - mmaction - INFO - Epoch [63][2080/3757] lr: 2.000e-03, eta: 1 day, 2:30:34, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4350, loss: 1.4350, grad_norm: 5.8520 2020-07-26 23:52:01,883 - mmaction - INFO - Epoch [63][2100/3757] lr: 2.000e-03, eta: 1 day, 2:30:21, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4374, loss: 1.4374, grad_norm: 5.8616 2020-07-26 23:52:15,595 - mmaction - INFO - Epoch [63][2120/3757] lr: 2.000e-03, eta: 1 day, 2:30:07, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.5942 2020-07-26 23:52:29,298 - mmaction - INFO - Epoch [63][2140/3757] lr: 2.000e-03, eta: 1 day, 2:29:54, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.9005 2020-07-26 23:52:43,865 - mmaction - INFO - Epoch [63][2160/3757] lr: 2.000e-03, eta: 1 day, 2:29:41, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4173, loss: 1.4173, grad_norm: 5.6520 2020-07-26 23:52:57,252 - mmaction - INFO - Epoch [63][2180/3757] lr: 2.000e-03, eta: 1 day, 2:29:27, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.4159, loss: 1.4159, grad_norm: 5.9125 2020-07-26 23:53:11,403 - mmaction - INFO - Epoch [63][2200/3757] lr: 2.000e-03, eta: 1 day, 2:29:14, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3310, loss: 1.3310, grad_norm: 5.6737 2020-07-26 23:53:24,992 - mmaction - INFO - Epoch [63][2220/3757] lr: 2.000e-03, eta: 1 day, 2:29:00, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.3917, loss: 1.3917, grad_norm: 5.6746 2020-07-26 23:53:38,727 - mmaction - INFO - Epoch [63][2240/3757] lr: 2.000e-03, eta: 1 day, 2:28:47, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3783, loss: 1.3783, grad_norm: 5.7206 2020-07-26 23:53:53,532 - mmaction - INFO - Epoch [63][2260/3757] lr: 2.000e-03, eta: 1 day, 2:28:34, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.8346 2020-07-26 23:54:07,113 - mmaction - INFO - Epoch [63][2280/3757] lr: 2.000e-03, eta: 1 day, 2:28:21, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4605, loss: 1.4605, grad_norm: 5.7761 2020-07-26 23:54:20,537 - mmaction - INFO - Epoch [63][2300/3757] lr: 2.000e-03, eta: 1 day, 2:28:07, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3643, loss: 1.3643, grad_norm: 5.7388 2020-07-26 23:54:34,600 - mmaction - INFO - Epoch [63][2320/3757] lr: 2.000e-03, eta: 1 day, 2:27:54, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4515, loss: 1.4515, grad_norm: 5.9249 2020-07-26 23:54:47,999 - mmaction - INFO - Epoch [63][2340/3757] lr: 2.000e-03, eta: 1 day, 2:27:40, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.8802 2020-07-26 23:55:01,651 - mmaction - INFO - Epoch [63][2360/3757] lr: 2.000e-03, eta: 1 day, 2:27:26, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.7478 2020-07-26 23:55:16,142 - mmaction - INFO - Epoch [63][2380/3757] lr: 2.000e-03, eta: 1 day, 2:27:13, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3641, loss: 1.3641, grad_norm: 5.8196 2020-07-26 23:55:30,144 - mmaction - INFO - Epoch [63][2400/3757] lr: 2.000e-03, eta: 1 day, 2:27:00, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5155, loss: 1.5155, grad_norm: 5.9016 2020-07-26 23:55:43,751 - mmaction - INFO - Epoch [63][2420/3757] lr: 2.000e-03, eta: 1 day, 2:26:47, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4502, loss: 1.4502, grad_norm: 5.7572 2020-07-26 23:55:57,853 - mmaction - INFO - Epoch [63][2440/3757] lr: 2.000e-03, eta: 1 day, 2:26:33, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3249, loss: 1.3249, grad_norm: 5.7321 2020-07-26 23:56:10,874 - mmaction - INFO - Epoch [63][2460/3757] lr: 2.000e-03, eta: 1 day, 2:26:19, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4630, loss: 1.4630, grad_norm: 5.8767 2020-07-26 23:56:24,818 - mmaction - INFO - Epoch [63][2480/3757] lr: 2.000e-03, eta: 1 day, 2:26:06, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.1193 2020-07-26 23:56:38,277 - mmaction - INFO - Epoch [63][2500/3757] lr: 2.000e-03, eta: 1 day, 2:25:52, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.6704 2020-07-26 23:56:51,965 - mmaction - INFO - Epoch [63][2520/3757] lr: 2.000e-03, eta: 1 day, 2:25:39, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3809, loss: 1.3809, grad_norm: 5.7780 2020-07-26 23:57:05,244 - mmaction - INFO - Epoch [63][2540/3757] lr: 2.000e-03, eta: 1 day, 2:25:25, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3872, loss: 1.3872, grad_norm: 5.6360 2020-07-26 23:57:19,019 - mmaction - INFO - Epoch [63][2560/3757] lr: 2.000e-03, eta: 1 day, 2:25:12, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8633, loss_cls: 1.3984, loss: 1.3984, grad_norm: 5.7145 2020-07-26 23:57:33,411 - mmaction - INFO - Epoch [63][2580/3757] lr: 2.000e-03, eta: 1 day, 2:24:59, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.9144 2020-07-26 23:57:48,304 - mmaction - INFO - Epoch [63][2600/3757] lr: 2.000e-03, eta: 1 day, 2:24:46, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.7734 2020-07-26 23:58:02,374 - mmaction - INFO - Epoch [63][2620/3757] lr: 2.000e-03, eta: 1 day, 2:24:33, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.7804 2020-07-26 23:58:15,715 - mmaction - INFO - Epoch [63][2640/3757] lr: 2.000e-03, eta: 1 day, 2:24:19, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.8261 2020-07-26 23:58:29,283 - mmaction - INFO - Epoch [63][2660/3757] lr: 2.000e-03, eta: 1 day, 2:24:05, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4985, loss: 1.4985, grad_norm: 6.1508 2020-07-26 23:58:42,773 - mmaction - INFO - Epoch [63][2680/3757] lr: 2.000e-03, eta: 1 day, 2:23:52, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5047, loss: 1.5047, grad_norm: 6.0776 2020-07-26 23:58:56,698 - mmaction - INFO - Epoch [63][2700/3757] lr: 2.000e-03, eta: 1 day, 2:23:38, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4058, loss: 1.4058, grad_norm: 5.7259 2020-07-26 23:59:10,353 - mmaction - INFO - Epoch [63][2720/3757] lr: 2.000e-03, eta: 1 day, 2:23:25, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4543, loss: 1.4543, grad_norm: 5.7604 2020-07-26 23:59:24,870 - mmaction - INFO - Epoch [63][2740/3757] lr: 2.000e-03, eta: 1 day, 2:23:12, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5291, loss: 1.5291, grad_norm: 5.9748 2020-07-26 23:59:38,207 - mmaction - INFO - Epoch [63][2760/3757] lr: 2.000e-03, eta: 1 day, 2:22:58, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.3971, loss: 1.3971, grad_norm: 5.7091 2020-07-26 23:59:51,849 - mmaction - INFO - Epoch [63][2780/3757] lr: 2.000e-03, eta: 1 day, 2:22:45, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4014, loss: 1.4014, grad_norm: 5.8563 2020-07-27 00:00:05,386 - mmaction - INFO - Epoch [63][2800/3757] lr: 2.000e-03, eta: 1 day, 2:22:31, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.8003 2020-07-27 00:00:21,023 - mmaction - INFO - Epoch [63][2820/3757] lr: 2.000e-03, eta: 1 day, 2:22:19, time: 0.772, data_time: 0.003, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.5629 2020-07-27 00:00:35,298 - mmaction - INFO - Epoch [63][2840/3757] lr: 2.000e-03, eta: 1 day, 2:22:06, time: 0.720, data_time: 0.020, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.8876 2020-07-27 00:00:48,655 - mmaction - INFO - Epoch [63][2860/3757] lr: 2.000e-03, eta: 1 day, 2:21:52, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.7327 2020-07-27 00:01:02,242 - mmaction - INFO - Epoch [63][2880/3757] lr: 2.000e-03, eta: 1 day, 2:21:38, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.7700 2020-07-27 00:01:16,485 - mmaction - INFO - Epoch [63][2900/3757] lr: 2.000e-03, eta: 1 day, 2:21:25, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.8075 2020-07-27 00:01:30,164 - mmaction - INFO - Epoch [63][2920/3757] lr: 2.000e-03, eta: 1 day, 2:21:12, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.7647 2020-07-27 00:01:44,306 - mmaction - INFO - Epoch [63][2940/3757] lr: 2.000e-03, eta: 1 day, 2:20:58, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4528, loss: 1.4528, grad_norm: 5.7046 2020-07-27 00:01:57,889 - mmaction - INFO - Epoch [63][2960/3757] lr: 2.000e-03, eta: 1 day, 2:20:45, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4281, loss: 1.4281, grad_norm: 5.8078 2020-07-27 00:02:12,399 - mmaction - INFO - Epoch [63][2980/3757] lr: 2.000e-03, eta: 1 day, 2:20:32, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4336, loss: 1.4336, grad_norm: 5.7767 2020-07-27 00:02:26,289 - mmaction - INFO - Epoch [63][3000/3757] lr: 2.000e-03, eta: 1 day, 2:20:19, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.7394 2020-07-27 00:02:39,930 - mmaction - INFO - Epoch [63][3020/3757] lr: 2.000e-03, eta: 1 day, 2:20:05, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.5781, loss: 1.5781, grad_norm: 5.9849 2020-07-27 00:02:53,415 - mmaction - INFO - Epoch [63][3040/3757] lr: 2.000e-03, eta: 1 day, 2:19:51, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4742, loss: 1.4742, grad_norm: 5.7872 2020-07-27 00:03:07,852 - mmaction - INFO - Epoch [63][3060/3757] lr: 2.000e-03, eta: 1 day, 2:19:38, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.4227, loss: 1.4227, grad_norm: 5.9216 2020-07-27 00:03:22,537 - mmaction - INFO - Epoch [63][3080/3757] lr: 2.000e-03, eta: 1 day, 2:19:25, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4565, loss: 1.4565, grad_norm: 5.7826 2020-07-27 00:03:36,072 - mmaction - INFO - Epoch [63][3100/3757] lr: 2.000e-03, eta: 1 day, 2:19:12, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4536, loss: 1.4536, grad_norm: 5.8092 2020-07-27 00:03:50,893 - mmaction - INFO - Epoch [63][3120/3757] lr: 2.000e-03, eta: 1 day, 2:18:59, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5580, loss: 1.5580, grad_norm: 6.0877 2020-07-27 00:04:04,850 - mmaction - INFO - Epoch [63][3140/3757] lr: 2.000e-03, eta: 1 day, 2:18:46, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5052, loss: 1.5052, grad_norm: 5.6844 2020-07-27 00:04:18,308 - mmaction - INFO - Epoch [63][3160/3757] lr: 2.000e-03, eta: 1 day, 2:18:32, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.8116 2020-07-27 00:04:31,916 - mmaction - INFO - Epoch [63][3180/3757] lr: 2.000e-03, eta: 1 day, 2:18:18, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.7465 2020-07-27 00:04:46,153 - mmaction - INFO - Epoch [63][3200/3757] lr: 2.000e-03, eta: 1 day, 2:18:05, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.4007, loss: 1.4007, grad_norm: 5.6495 2020-07-27 00:05:00,172 - mmaction - INFO - Epoch [63][3220/3757] lr: 2.000e-03, eta: 1 day, 2:17:52, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4162, loss: 1.4162, grad_norm: 5.5440 2020-07-27 00:05:14,003 - mmaction - INFO - Epoch [63][3240/3757] lr: 2.000e-03, eta: 1 day, 2:17:39, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.3998, loss: 1.3998, grad_norm: 5.6852 2020-07-27 00:05:28,202 - mmaction - INFO - Epoch [63][3260/3757] lr: 2.000e-03, eta: 1 day, 2:17:25, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4060, loss: 1.4060, grad_norm: 5.4638 2020-07-27 00:05:41,299 - mmaction - INFO - Epoch [63][3280/3757] lr: 2.000e-03, eta: 1 day, 2:17:12, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8711, loss_cls: 1.3885, loss: 1.3885, grad_norm: 5.6128 2020-07-27 00:05:54,956 - mmaction - INFO - Epoch [63][3300/3757] lr: 2.000e-03, eta: 1 day, 2:16:58, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4213, loss: 1.4213, grad_norm: 5.7818 2020-07-27 00:06:09,295 - mmaction - INFO - Epoch [63][3320/3757] lr: 2.000e-03, eta: 1 day, 2:16:45, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.5301 2020-07-27 00:06:22,605 - mmaction - INFO - Epoch [63][3340/3757] lr: 2.000e-03, eta: 1 day, 2:16:31, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4234, loss: 1.4234, grad_norm: 5.6848 2020-07-27 00:06:37,174 - mmaction - INFO - Epoch [63][3360/3757] lr: 2.000e-03, eta: 1 day, 2:16:18, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4026, loss: 1.4026, grad_norm: 5.7582 2020-07-27 00:06:51,265 - mmaction - INFO - Epoch [63][3380/3757] lr: 2.000e-03, eta: 1 day, 2:16:05, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.9419 2020-07-27 00:07:04,590 - mmaction - INFO - Epoch [63][3400/3757] lr: 2.000e-03, eta: 1 day, 2:15:51, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3637, loss: 1.3637, grad_norm: 5.8531 2020-07-27 00:07:18,799 - mmaction - INFO - Epoch [63][3420/3757] lr: 2.000e-03, eta: 1 day, 2:15:38, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4880, loss: 1.4880, grad_norm: 5.8543 2020-07-27 00:07:32,463 - mmaction - INFO - Epoch [63][3440/3757] lr: 2.000e-03, eta: 1 day, 2:15:25, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.9084 2020-07-27 00:07:45,989 - mmaction - INFO - Epoch [63][3460/3757] lr: 2.000e-03, eta: 1 day, 2:15:11, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3771, loss: 1.3771, grad_norm: 5.6609 2020-07-27 00:07:59,334 - mmaction - INFO - Epoch [63][3480/3757] lr: 2.000e-03, eta: 1 day, 2:14:57, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.8201 2020-07-27 00:08:13,433 - mmaction - INFO - Epoch [63][3500/3757] lr: 2.000e-03, eta: 1 day, 2:14:44, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4520, loss: 1.4520, grad_norm: 5.6993 2020-07-27 00:08:27,434 - mmaction - INFO - Epoch [63][3520/3757] lr: 2.000e-03, eta: 1 day, 2:14:31, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.1276 2020-07-27 00:08:41,367 - mmaction - INFO - Epoch [63][3540/3757] lr: 2.000e-03, eta: 1 day, 2:14:17, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4556, loss: 1.4556, grad_norm: 6.0061 2020-07-27 00:08:54,980 - mmaction - INFO - Epoch [63][3560/3757] lr: 2.000e-03, eta: 1 day, 2:14:04, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3609, loss: 1.3609, grad_norm: 5.7079 2020-07-27 00:09:08,898 - mmaction - INFO - Epoch [63][3580/3757] lr: 2.000e-03, eta: 1 day, 2:13:50, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4375, loss: 1.4375, grad_norm: 5.9608 2020-07-27 00:09:22,799 - mmaction - INFO - Epoch [63][3600/3757] lr: 2.000e-03, eta: 1 day, 2:13:37, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.3802, loss: 1.3802, grad_norm: 5.7554 2020-07-27 00:09:36,434 - mmaction - INFO - Epoch [63][3620/3757] lr: 2.000e-03, eta: 1 day, 2:13:24, time: 0.682, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4665, loss: 1.4665, grad_norm: 5.9779 2020-07-27 00:09:50,163 - mmaction - INFO - Epoch [63][3640/3757] lr: 2.000e-03, eta: 1 day, 2:13:10, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5231, loss: 1.5231, grad_norm: 5.8726 2020-07-27 00:10:04,923 - mmaction - INFO - Epoch [63][3660/3757] lr: 2.000e-03, eta: 1 day, 2:12:57, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4423, loss: 1.4423, grad_norm: 5.8925 2020-07-27 00:10:18,390 - mmaction - INFO - Epoch [63][3680/3757] lr: 2.000e-03, eta: 1 day, 2:12:44, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.8415 2020-07-27 00:10:32,521 - mmaction - INFO - Epoch [63][3700/3757] lr: 2.000e-03, eta: 1 day, 2:12:30, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4190, loss: 1.4190, grad_norm: 5.7950 2020-07-27 00:10:46,294 - mmaction - INFO - Epoch [63][3720/3757] lr: 2.000e-03, eta: 1 day, 2:12:17, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3968, loss: 1.3968, grad_norm: 5.8794 2020-07-27 00:10:59,464 - mmaction - INFO - Epoch [63][3740/3757] lr: 2.000e-03, eta: 1 day, 2:12:03, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.0762 2020-07-27 00:11:11,500 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-07-27 00:11:37,381 - mmaction - INFO - Epoch [64][20/3757] lr: 2.000e-03, eta: 1 day, 2:11:38, time: 1.233, data_time: 0.572, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8773, loss_cls: 1.3365, loss: 1.3365, grad_norm: 5.8536 2020-07-27 00:11:49,686 - mmaction - INFO - Epoch [64][40/3757] lr: 2.000e-03, eta: 1 day, 2:11:23, time: 0.616, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.6047 2020-07-27 00:12:03,242 - mmaction - INFO - Epoch [64][60/3757] lr: 2.000e-03, eta: 1 day, 2:11:10, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3786, loss: 1.3786, grad_norm: 5.7258 2020-07-27 00:12:17,319 - mmaction - INFO - Epoch [64][80/3757] lr: 2.000e-03, eta: 1 day, 2:10:57, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.5851 2020-07-27 00:12:30,593 - mmaction - INFO - Epoch [64][100/3757] lr: 2.000e-03, eta: 1 day, 2:10:43, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4446, loss: 1.4446, grad_norm: 5.8193 2020-07-27 00:12:44,637 - mmaction - INFO - Epoch [64][120/3757] lr: 2.000e-03, eta: 1 day, 2:10:29, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4273, loss: 1.4273, grad_norm: 5.6935 2020-07-27 00:12:58,793 - mmaction - INFO - Epoch [64][140/3757] lr: 2.000e-03, eta: 1 day, 2:10:16, time: 0.705, data_time: 0.001, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4569, loss: 1.4569, grad_norm: 5.9094 2020-07-27 00:13:12,884 - mmaction - INFO - Epoch [64][160/3757] lr: 2.000e-03, eta: 1 day, 2:10:03, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.6313 2020-07-27 00:13:26,967 - mmaction - INFO - Epoch [64][180/3757] lr: 2.000e-03, eta: 1 day, 2:09:50, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3979, loss: 1.3979, grad_norm: 5.8422 2020-07-27 00:13:40,721 - mmaction - INFO - Epoch [64][200/3757] lr: 2.000e-03, eta: 1 day, 2:09:36, time: 0.688, data_time: 0.002, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4546, loss: 1.4546, grad_norm: 6.0138 2020-07-27 00:13:55,016 - mmaction - INFO - Epoch [64][220/3757] lr: 2.000e-03, eta: 1 day, 2:09:23, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3694, loss: 1.3694, grad_norm: 5.7799 2020-07-27 00:14:07,980 - mmaction - INFO - Epoch [64][240/3757] lr: 2.000e-03, eta: 1 day, 2:09:09, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.7476 2020-07-27 00:14:21,606 - mmaction - INFO - Epoch [64][260/3757] lr: 2.000e-03, eta: 1 day, 2:08:56, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.3997, loss: 1.3997, grad_norm: 5.8594 2020-07-27 00:14:35,862 - mmaction - INFO - Epoch [64][280/3757] lr: 2.000e-03, eta: 1 day, 2:08:43, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.6572 2020-07-27 00:14:49,902 - mmaction - INFO - Epoch [64][300/3757] lr: 2.000e-03, eta: 1 day, 2:08:29, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.3728, loss: 1.3728, grad_norm: 6.0896 2020-07-27 00:15:04,448 - mmaction - INFO - Epoch [64][320/3757] lr: 2.000e-03, eta: 1 day, 2:08:16, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3819, loss: 1.3819, grad_norm: 5.7898 2020-07-27 00:15:18,397 - mmaction - INFO - Epoch [64][340/3757] lr: 2.000e-03, eta: 1 day, 2:08:03, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.0906 2020-07-27 00:15:32,842 - mmaction - INFO - Epoch [64][360/3757] lr: 2.000e-03, eta: 1 day, 2:07:50, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.0178 2020-07-27 00:15:46,071 - mmaction - INFO - Epoch [64][380/3757] lr: 2.000e-03, eta: 1 day, 2:07:36, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4639, loss: 1.4639, grad_norm: 6.1000 2020-07-27 00:16:01,169 - mmaction - INFO - Epoch [64][400/3757] lr: 2.000e-03, eta: 1 day, 2:07:23, time: 0.750, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3116, loss: 1.3116, grad_norm: 5.5875 2020-07-27 00:16:14,249 - mmaction - INFO - Epoch [64][420/3757] lr: 2.000e-03, eta: 1 day, 2:07:09, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3723, loss: 1.3723, grad_norm: 5.9164 2020-07-27 00:16:27,496 - mmaction - INFO - Epoch [64][440/3757] lr: 2.000e-03, eta: 1 day, 2:06:56, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4252, loss: 1.4252, grad_norm: 5.9457 2020-07-27 00:16:40,927 - mmaction - INFO - Epoch [64][460/3757] lr: 2.000e-03, eta: 1 day, 2:06:42, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3825, loss: 1.3825, grad_norm: 5.8683 2020-07-27 00:16:54,604 - mmaction - INFO - Epoch [64][480/3757] lr: 2.000e-03, eta: 1 day, 2:06:29, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3471, loss: 1.3471, grad_norm: 5.6792 2020-07-27 00:17:08,136 - mmaction - INFO - Epoch [64][500/3757] lr: 2.000e-03, eta: 1 day, 2:06:15, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3681, loss: 1.3681, grad_norm: 5.8915 2020-07-27 00:17:22,916 - mmaction - INFO - Epoch [64][520/3757] lr: 2.000e-03, eta: 1 day, 2:06:02, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5422, loss: 1.5422, grad_norm: 5.9375 2020-07-27 00:17:36,347 - mmaction - INFO - Epoch [64][540/3757] lr: 2.000e-03, eta: 1 day, 2:05:48, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3609, loss: 1.3609, grad_norm: 5.6834 2020-07-27 00:17:50,347 - mmaction - INFO - Epoch [64][560/3757] lr: 2.000e-03, eta: 1 day, 2:05:35, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4331, loss: 1.4331, grad_norm: 5.8410 2020-07-27 00:18:04,227 - mmaction - INFO - Epoch [64][580/3757] lr: 2.000e-03, eta: 1 day, 2:05:22, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4276, loss: 1.4276, grad_norm: 5.8853 2020-07-27 00:18:18,702 - mmaction - INFO - Epoch [64][600/3757] lr: 2.000e-03, eta: 1 day, 2:05:09, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4729, loss: 1.4729, grad_norm: 6.0705 2020-07-27 00:18:32,925 - mmaction - INFO - Epoch [64][620/3757] lr: 2.000e-03, eta: 1 day, 2:04:56, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4031, loss: 1.4031, grad_norm: 5.5683 2020-07-27 00:18:45,951 - mmaction - INFO - Epoch [64][640/3757] lr: 2.000e-03, eta: 1 day, 2:04:42, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.8326 2020-07-27 00:19:00,408 - mmaction - INFO - Epoch [64][660/3757] lr: 2.000e-03, eta: 1 day, 2:04:29, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4062, loss: 1.4062, grad_norm: 5.7782 2020-07-27 00:19:14,139 - mmaction - INFO - Epoch [64][680/3757] lr: 2.000e-03, eta: 1 day, 2:04:15, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3317, loss: 1.3317, grad_norm: 5.9622 2020-07-27 00:19:27,689 - mmaction - INFO - Epoch [64][700/3757] lr: 2.000e-03, eta: 1 day, 2:04:02, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3578, loss: 1.3578, grad_norm: 5.7270 2020-07-27 00:19:41,101 - mmaction - INFO - Epoch [64][720/3757] lr: 2.000e-03, eta: 1 day, 2:03:48, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4272, loss: 1.4272, grad_norm: 5.9724 2020-07-27 00:19:55,083 - mmaction - INFO - Epoch [64][740/3757] lr: 2.000e-03, eta: 1 day, 2:03:35, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3758, loss: 1.3758, grad_norm: 5.6630 2020-07-27 00:20:08,785 - mmaction - INFO - Epoch [64][760/3757] lr: 2.000e-03, eta: 1 day, 2:03:21, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4621, loss: 1.4621, grad_norm: 5.8573 2020-07-27 00:20:22,623 - mmaction - INFO - Epoch [64][780/3757] lr: 2.000e-03, eta: 1 day, 2:03:08, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.0825 2020-07-27 00:20:36,360 - mmaction - INFO - Epoch [64][800/3757] lr: 2.000e-03, eta: 1 day, 2:02:54, time: 0.686, data_time: 0.001, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.7935 2020-07-27 00:20:50,209 - mmaction - INFO - Epoch [64][820/3757] lr: 2.000e-03, eta: 1 day, 2:02:41, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3335, loss: 1.3335, grad_norm: 5.8073 2020-07-27 00:21:04,640 - mmaction - INFO - Epoch [64][840/3757] lr: 2.000e-03, eta: 1 day, 2:02:28, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.0269 2020-07-27 00:21:18,648 - mmaction - INFO - Epoch [64][860/3757] lr: 2.000e-03, eta: 1 day, 2:02:14, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.4167, loss: 1.4167, grad_norm: 5.9705 2020-07-27 00:21:31,792 - mmaction - INFO - Epoch [64][880/3757] lr: 2.000e-03, eta: 1 day, 2:02:01, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.7718 2020-07-27 00:21:45,863 - mmaction - INFO - Epoch [64][900/3757] lr: 2.000e-03, eta: 1 day, 2:01:47, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4220, loss: 1.4220, grad_norm: 5.8450 2020-07-27 00:22:00,188 - mmaction - INFO - Epoch [64][920/3757] lr: 2.000e-03, eta: 1 day, 2:01:34, time: 0.716, data_time: 0.003, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.4230, loss: 1.4230, grad_norm: 5.8355 2020-07-27 00:22:13,555 - mmaction - INFO - Epoch [64][940/3757] lr: 2.000e-03, eta: 1 day, 2:01:20, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.7716 2020-07-27 00:22:27,854 - mmaction - INFO - Epoch [64][960/3757] lr: 2.000e-03, eta: 1 day, 2:01:07, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.0071 2020-07-27 00:22:41,873 - mmaction - INFO - Epoch [64][980/3757] lr: 2.000e-03, eta: 1 day, 2:00:54, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.5252, loss: 1.5252, grad_norm: 6.0415 2020-07-27 00:22:55,427 - mmaction - INFO - Epoch [64][1000/3757] lr: 2.000e-03, eta: 1 day, 2:00:40, time: 0.684, data_time: 0.009, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 5.8080 2020-07-27 00:23:09,506 - mmaction - INFO - Epoch [64][1020/3757] lr: 2.000e-03, eta: 1 day, 2:00:27, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.9620 2020-07-27 00:23:23,192 - mmaction - INFO - Epoch [64][1040/3757] lr: 2.000e-03, eta: 1 day, 2:00:14, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.9676 2020-07-27 00:23:37,079 - mmaction - INFO - Epoch [64][1060/3757] lr: 2.000e-03, eta: 1 day, 2:00:00, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.9574 2020-07-27 00:23:51,988 - mmaction - INFO - Epoch [64][1080/3757] lr: 2.000e-03, eta: 1 day, 1:59:47, time: 0.750, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.4751 2020-07-27 00:24:06,180 - mmaction - INFO - Epoch [64][1100/3757] lr: 2.000e-03, eta: 1 day, 1:59:34, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4677, loss: 1.4677, grad_norm: 5.8649 2020-07-27 00:24:19,779 - mmaction - INFO - Epoch [64][1120/3757] lr: 2.000e-03, eta: 1 day, 1:59:21, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4419, loss: 1.4419, grad_norm: 5.8237 2020-07-27 00:24:34,365 - mmaction - INFO - Epoch [64][1140/3757] lr: 2.000e-03, eta: 1 day, 1:59:08, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3926, loss: 1.3926, grad_norm: 5.6957 2020-07-27 00:24:47,555 - mmaction - INFO - Epoch [64][1160/3757] lr: 2.000e-03, eta: 1 day, 1:58:54, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4517, loss: 1.4517, grad_norm: 5.9216 2020-07-27 00:25:01,431 - mmaction - INFO - Epoch [64][1180/3757] lr: 2.000e-03, eta: 1 day, 1:58:41, time: 0.695, data_time: 0.009, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.8677 2020-07-27 00:25:15,265 - mmaction - INFO - Epoch [64][1200/3757] lr: 2.000e-03, eta: 1 day, 1:58:27, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.3952, loss: 1.3952, grad_norm: 5.7909 2020-07-27 00:25:28,515 - mmaction - INFO - Epoch [64][1220/3757] lr: 2.000e-03, eta: 1 day, 1:58:13, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8602, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.9487 2020-07-27 00:25:42,170 - mmaction - INFO - Epoch [64][1240/3757] lr: 2.000e-03, eta: 1 day, 1:58:00, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4691, loss: 1.4691, grad_norm: 6.0187 2020-07-27 00:25:56,902 - mmaction - INFO - Epoch [64][1260/3757] lr: 2.000e-03, eta: 1 day, 1:57:47, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.4355, loss: 1.4355, grad_norm: 5.8355 2020-07-27 00:26:11,194 - mmaction - INFO - Epoch [64][1280/3757] lr: 2.000e-03, eta: 1 day, 1:57:34, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4173, loss: 1.4173, grad_norm: 5.7771 2020-07-27 00:26:24,674 - mmaction - INFO - Epoch [64][1300/3757] lr: 2.000e-03, eta: 1 day, 1:57:20, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.9394 2020-07-27 00:26:39,034 - mmaction - INFO - Epoch [64][1320/3757] lr: 2.000e-03, eta: 1 day, 1:57:07, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4030, loss: 1.4030, grad_norm: 5.6402 2020-07-27 00:26:53,117 - mmaction - INFO - Epoch [64][1340/3757] lr: 2.000e-03, eta: 1 day, 1:56:54, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.9403 2020-07-27 00:27:06,895 - mmaction - INFO - Epoch [64][1360/3757] lr: 2.000e-03, eta: 1 day, 1:56:40, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4947, loss: 1.4947, grad_norm: 5.9213 2020-07-27 00:27:20,724 - mmaction - INFO - Epoch [64][1380/3757] lr: 2.000e-03, eta: 1 day, 1:56:27, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4143, loss: 1.4143, grad_norm: 5.7568 2020-07-27 00:27:34,994 - mmaction - INFO - Epoch [64][1400/3757] lr: 2.000e-03, eta: 1 day, 1:56:14, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8516, loss_cls: 1.4538, loss: 1.4538, grad_norm: 6.0017 2020-07-27 00:27:49,482 - mmaction - INFO - Epoch [64][1420/3757] lr: 2.000e-03, eta: 1 day, 1:56:01, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3730, loss: 1.3730, grad_norm: 5.8034 2020-07-27 00:28:02,942 - mmaction - INFO - Epoch [64][1440/3757] lr: 2.000e-03, eta: 1 day, 1:55:47, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.8676 2020-07-27 00:28:17,235 - mmaction - INFO - Epoch [64][1460/3757] lr: 2.000e-03, eta: 1 day, 1:55:34, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3923, loss: 1.3923, grad_norm: 5.9636 2020-07-27 00:28:30,577 - mmaction - INFO - Epoch [64][1480/3757] lr: 2.000e-03, eta: 1 day, 1:55:20, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4259, loss: 1.4259, grad_norm: 5.8007 2020-07-27 00:28:44,916 - mmaction - INFO - Epoch [64][1500/3757] lr: 2.000e-03, eta: 1 day, 1:55:07, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4013, loss: 1.4013, grad_norm: 5.7727 2020-07-27 00:28:59,185 - mmaction - INFO - Epoch [64][1520/3757] lr: 2.000e-03, eta: 1 day, 1:54:54, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3910, loss: 1.3910, grad_norm: 5.8419 2020-07-27 00:29:12,732 - mmaction - INFO - Epoch [64][1540/3757] lr: 2.000e-03, eta: 1 day, 1:54:40, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.0395 2020-07-27 00:29:26,783 - mmaction - INFO - Epoch [64][1560/3757] lr: 2.000e-03, eta: 1 day, 1:54:27, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8391, loss_cls: 1.4155, loss: 1.4155, grad_norm: 5.8148 2020-07-27 00:29:40,198 - mmaction - INFO - Epoch [64][1580/3757] lr: 2.000e-03, eta: 1 day, 1:54:13, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3966, loss: 1.3966, grad_norm: 5.7777 2020-07-27 00:29:53,875 - mmaction - INFO - Epoch [64][1600/3757] lr: 2.000e-03, eta: 1 day, 1:54:00, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3934, loss: 1.3934, grad_norm: 5.9178 2020-07-27 00:30:08,281 - mmaction - INFO - Epoch [64][1620/3757] lr: 2.000e-03, eta: 1 day, 1:53:47, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4951, loss: 1.4951, grad_norm: 5.9308 2020-07-27 00:30:22,940 - mmaction - INFO - Epoch [64][1640/3757] lr: 2.000e-03, eta: 1 day, 1:53:34, time: 0.736, data_time: 0.008, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4305, loss: 1.4305, grad_norm: 5.8445 2020-07-27 00:30:37,435 - mmaction - INFO - Epoch [64][1660/3757] lr: 2.000e-03, eta: 1 day, 1:53:21, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3324, loss: 1.3324, grad_norm: 5.7406 2020-07-27 00:30:51,755 - mmaction - INFO - Epoch [64][1680/3757] lr: 2.000e-03, eta: 1 day, 1:53:08, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4304, loss: 1.4304, grad_norm: 5.8819 2020-07-27 00:31:05,263 - mmaction - INFO - Epoch [64][1700/3757] lr: 2.000e-03, eta: 1 day, 1:52:54, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.9611 2020-07-27 00:31:19,064 - mmaction - INFO - Epoch [64][1720/3757] lr: 2.000e-03, eta: 1 day, 1:52:41, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4025, loss: 1.4025, grad_norm: 5.8372 2020-07-27 00:31:32,743 - mmaction - INFO - Epoch [64][1740/3757] lr: 2.000e-03, eta: 1 day, 1:52:27, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.8123 2020-07-27 00:31:46,499 - mmaction - INFO - Epoch [64][1760/3757] lr: 2.000e-03, eta: 1 day, 1:52:14, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5171, loss: 1.5171, grad_norm: 6.0575 2020-07-27 00:32:01,364 - mmaction - INFO - Epoch [64][1780/3757] lr: 2.000e-03, eta: 1 day, 1:52:01, time: 0.745, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3745, loss: 1.3745, grad_norm: 5.7595 2020-07-27 00:32:15,515 - mmaction - INFO - Epoch [64][1800/3757] lr: 2.000e-03, eta: 1 day, 1:51:48, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3586, loss: 1.3586, grad_norm: 5.6906 2020-07-27 00:32:29,318 - mmaction - INFO - Epoch [64][1820/3757] lr: 2.000e-03, eta: 1 day, 1:51:34, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3802, loss: 1.3802, grad_norm: 5.8504 2020-07-27 00:32:42,449 - mmaction - INFO - Epoch [64][1840/3757] lr: 2.000e-03, eta: 1 day, 1:51:20, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.8689 2020-07-27 00:32:56,299 - mmaction - INFO - Epoch [64][1860/3757] lr: 2.000e-03, eta: 1 day, 1:51:07, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4615, loss: 1.4615, grad_norm: 5.9389 2020-07-27 00:33:10,862 - mmaction - INFO - Epoch [64][1880/3757] lr: 2.000e-03, eta: 1 day, 1:50:54, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4661, loss: 1.4661, grad_norm: 5.8440 2020-07-27 00:33:24,123 - mmaction - INFO - Epoch [64][1900/3757] lr: 2.000e-03, eta: 1 day, 1:50:40, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8703, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.7836 2020-07-27 00:33:38,275 - mmaction - INFO - Epoch [64][1920/3757] lr: 2.000e-03, eta: 1 day, 1:50:27, time: 0.708, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4362, loss: 1.4362, grad_norm: 5.8104 2020-07-27 00:33:52,374 - mmaction - INFO - Epoch [64][1940/3757] lr: 2.000e-03, eta: 1 day, 1:50:14, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.7901 2020-07-27 00:34:06,589 - mmaction - INFO - Epoch [64][1960/3757] lr: 2.000e-03, eta: 1 day, 1:50:00, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.8281 2020-07-27 00:34:20,153 - mmaction - INFO - Epoch [64][1980/3757] lr: 2.000e-03, eta: 1 day, 1:49:47, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4463, loss: 1.4463, grad_norm: 5.7876 2020-07-27 00:34:33,793 - mmaction - INFO - Epoch [64][2000/3757] lr: 2.000e-03, eta: 1 day, 1:49:33, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4648, loss: 1.4648, grad_norm: 5.6609 2020-07-27 00:34:48,470 - mmaction - INFO - Epoch [64][2020/3757] lr: 2.000e-03, eta: 1 day, 1:49:20, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4647, loss: 1.4647, grad_norm: 5.9503 2020-07-27 00:35:02,966 - mmaction - INFO - Epoch [64][2040/3757] lr: 2.000e-03, eta: 1 day, 1:49:07, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.7826 2020-07-27 00:35:17,481 - mmaction - INFO - Epoch [64][2060/3757] lr: 2.000e-03, eta: 1 day, 1:48:54, time: 0.726, data_time: 0.002, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3831, loss: 1.3831, grad_norm: 5.9347 2020-07-27 00:35:32,111 - mmaction - INFO - Epoch [64][2080/3757] lr: 2.000e-03, eta: 1 day, 1:48:41, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3331, loss: 1.3331, grad_norm: 5.7265 2020-07-27 00:35:46,163 - mmaction - INFO - Epoch [64][2100/3757] lr: 2.000e-03, eta: 1 day, 1:48:28, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3558, loss: 1.3558, grad_norm: 5.7656 2020-07-27 00:35:59,327 - mmaction - INFO - Epoch [64][2120/3757] lr: 2.000e-03, eta: 1 day, 1:48:14, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.9554 2020-07-27 00:36:12,696 - mmaction - INFO - Epoch [64][2140/3757] lr: 2.000e-03, eta: 1 day, 1:48:01, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8523, loss_cls: 1.4648, loss: 1.4648, grad_norm: 5.9838 2020-07-27 00:36:26,322 - mmaction - INFO - Epoch [64][2160/3757] lr: 2.000e-03, eta: 1 day, 1:47:47, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.9170 2020-07-27 00:36:40,677 - mmaction - INFO - Epoch [64][2180/3757] lr: 2.000e-03, eta: 1 day, 1:47:34, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4714, loss: 1.4714, grad_norm: 5.9665 2020-07-27 00:36:54,230 - mmaction - INFO - Epoch [64][2200/3757] lr: 2.000e-03, eta: 1 day, 1:47:20, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.4430, loss: 1.4430, grad_norm: 5.7438 2020-07-27 00:37:08,743 - mmaction - INFO - Epoch [64][2220/3757] lr: 2.000e-03, eta: 1 day, 1:47:07, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.4149 2020-07-27 00:37:22,848 - mmaction - INFO - Epoch [64][2240/3757] lr: 2.000e-03, eta: 1 day, 1:46:54, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3498, loss: 1.3498, grad_norm: 5.6134 2020-07-27 00:37:35,953 - mmaction - INFO - Epoch [64][2260/3757] lr: 2.000e-03, eta: 1 day, 1:46:40, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.4106, loss: 1.4106, grad_norm: 5.9521 2020-07-27 00:37:49,873 - mmaction - INFO - Epoch [64][2280/3757] lr: 2.000e-03, eta: 1 day, 1:46:27, time: 0.695, data_time: 0.002, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4008, loss: 1.4008, grad_norm: 5.8778 2020-07-27 00:38:03,864 - mmaction - INFO - Epoch [64][2300/3757] lr: 2.000e-03, eta: 1 day, 1:46:13, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3338, loss: 1.3338, grad_norm: 5.8086 2020-07-27 00:38:18,045 - mmaction - INFO - Epoch [64][2320/3757] lr: 2.000e-03, eta: 1 day, 1:46:00, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.7581 2020-07-27 00:38:32,442 - mmaction - INFO - Epoch [64][2340/3757] lr: 2.000e-03, eta: 1 day, 1:45:47, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.0183 2020-07-27 00:38:46,593 - mmaction - INFO - Epoch [64][2360/3757] lr: 2.000e-03, eta: 1 day, 1:45:34, time: 0.708, data_time: 0.002, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3747, loss: 1.3747, grad_norm: 5.8053 2020-07-27 00:39:00,494 - mmaction - INFO - Epoch [64][2380/3757] lr: 2.000e-03, eta: 1 day, 1:45:20, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.8592 2020-07-27 00:39:14,870 - mmaction - INFO - Epoch [64][2400/3757] lr: 2.000e-03, eta: 1 day, 1:45:07, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.3327, loss: 1.3327, grad_norm: 5.7578 2020-07-27 00:39:28,580 - mmaction - INFO - Epoch [64][2420/3757] lr: 2.000e-03, eta: 1 day, 1:44:54, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.8482 2020-07-27 00:39:42,246 - mmaction - INFO - Epoch [64][2440/3757] lr: 2.000e-03, eta: 1 day, 1:44:40, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.4635, loss: 1.4635, grad_norm: 5.8784 2020-07-27 00:39:56,134 - mmaction - INFO - Epoch [64][2460/3757] lr: 2.000e-03, eta: 1 day, 1:44:27, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8430, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.7292 2020-07-27 00:40:10,473 - mmaction - INFO - Epoch [64][2480/3757] lr: 2.000e-03, eta: 1 day, 1:44:14, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4303, loss: 1.4303, grad_norm: 6.0525 2020-07-27 00:40:24,493 - mmaction - INFO - Epoch [64][2500/3757] lr: 2.000e-03, eta: 1 day, 1:44:00, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4343, loss: 1.4343, grad_norm: 6.0283 2020-07-27 00:40:38,495 - mmaction - INFO - Epoch [64][2520/3757] lr: 2.000e-03, eta: 1 day, 1:43:47, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3783, loss: 1.3783, grad_norm: 5.6792 2020-07-27 00:40:52,432 - mmaction - INFO - Epoch [64][2540/3757] lr: 2.000e-03, eta: 1 day, 1:43:34, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3949, loss: 1.3949, grad_norm: 5.8395 2020-07-27 00:41:05,951 - mmaction - INFO - Epoch [64][2560/3757] lr: 2.000e-03, eta: 1 day, 1:43:20, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.4054, loss: 1.4054, grad_norm: 5.7214 2020-07-27 00:41:19,305 - mmaction - INFO - Epoch [64][2580/3757] lr: 2.000e-03, eta: 1 day, 1:43:06, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4284, loss: 1.4284, grad_norm: 6.0718 2020-07-27 00:41:33,165 - mmaction - INFO - Epoch [64][2600/3757] lr: 2.000e-03, eta: 1 day, 1:42:53, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3826, loss: 1.3826, grad_norm: 5.7769 2020-07-27 00:41:46,859 - mmaction - INFO - Epoch [64][2620/3757] lr: 2.000e-03, eta: 1 day, 1:42:40, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.4030, loss: 1.4030, grad_norm: 5.9133 2020-07-27 00:42:00,788 - mmaction - INFO - Epoch [64][2640/3757] lr: 2.000e-03, eta: 1 day, 1:42:26, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 5.8816 2020-07-27 00:42:15,576 - mmaction - INFO - Epoch [64][2660/3757] lr: 2.000e-03, eta: 1 day, 1:42:13, time: 0.739, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.8893 2020-07-27 00:42:28,679 - mmaction - INFO - Epoch [64][2680/3757] lr: 2.000e-03, eta: 1 day, 1:42:00, time: 0.656, data_time: 0.003, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3870, loss: 1.3870, grad_norm: 5.7713 2020-07-27 00:42:43,380 - mmaction - INFO - Epoch [64][2700/3757] lr: 2.000e-03, eta: 1 day, 1:41:47, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.9571 2020-07-27 00:42:56,161 - mmaction - INFO - Epoch [64][2720/3757] lr: 2.000e-03, eta: 1 day, 1:41:33, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.9057 2020-07-27 00:43:09,930 - mmaction - INFO - Epoch [64][2740/3757] lr: 2.000e-03, eta: 1 day, 1:41:19, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.7912 2020-07-27 00:43:24,138 - mmaction - INFO - Epoch [64][2760/3757] lr: 2.000e-03, eta: 1 day, 1:41:06, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3868, loss: 1.3868, grad_norm: 6.0189 2020-07-27 00:43:38,260 - mmaction - INFO - Epoch [64][2780/3757] lr: 2.000e-03, eta: 1 day, 1:40:53, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5007, loss: 1.5007, grad_norm: 6.0353 2020-07-27 00:43:53,293 - mmaction - INFO - Epoch [64][2800/3757] lr: 2.000e-03, eta: 1 day, 1:40:40, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4195, loss: 1.4195, grad_norm: 5.8580 2020-07-27 00:44:06,304 - mmaction - INFO - Epoch [64][2820/3757] lr: 2.000e-03, eta: 1 day, 1:40:26, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.8951 2020-07-27 00:44:20,773 - mmaction - INFO - Epoch [64][2840/3757] lr: 2.000e-03, eta: 1 day, 1:40:13, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.9577 2020-07-27 00:44:34,595 - mmaction - INFO - Epoch [64][2860/3757] lr: 2.000e-03, eta: 1 day, 1:39:59, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.2498 2020-07-27 00:44:47,871 - mmaction - INFO - Epoch [64][2880/3757] lr: 2.000e-03, eta: 1 day, 1:39:46, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4039, loss: 1.4039, grad_norm: 5.8129 2020-07-27 00:45:02,259 - mmaction - INFO - Epoch [64][2900/3757] lr: 2.000e-03, eta: 1 day, 1:39:33, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.1335 2020-07-27 00:45:16,386 - mmaction - INFO - Epoch [64][2920/3757] lr: 2.000e-03, eta: 1 day, 1:39:19, time: 0.707, data_time: 0.003, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.0173 2020-07-27 00:45:30,373 - mmaction - INFO - Epoch [64][2940/3757] lr: 2.000e-03, eta: 1 day, 1:39:06, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.3979, loss: 1.3979, grad_norm: 5.9658 2020-07-27 00:45:43,493 - mmaction - INFO - Epoch [64][2960/3757] lr: 2.000e-03, eta: 1 day, 1:38:52, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4226, loss: 1.4226, grad_norm: 5.9637 2020-07-27 00:45:57,418 - mmaction - INFO - Epoch [64][2980/3757] lr: 2.000e-03, eta: 1 day, 1:38:39, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4808, loss: 1.4808, grad_norm: 6.0109 2020-07-27 00:46:11,156 - mmaction - INFO - Epoch [64][3000/3757] lr: 2.000e-03, eta: 1 day, 1:38:25, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.8847 2020-07-27 00:46:25,046 - mmaction - INFO - Epoch [64][3020/3757] lr: 2.000e-03, eta: 1 day, 1:38:12, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4546, loss: 1.4546, grad_norm: 6.0240 2020-07-27 00:46:38,472 - mmaction - INFO - Epoch [64][3040/3757] lr: 2.000e-03, eta: 1 day, 1:37:58, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3531, loss: 1.3531, grad_norm: 5.7067 2020-07-27 00:46:52,362 - mmaction - INFO - Epoch [64][3060/3757] lr: 2.000e-03, eta: 1 day, 1:37:45, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4004, loss: 1.4004, grad_norm: 5.9265 2020-07-27 00:47:06,869 - mmaction - INFO - Epoch [64][3080/3757] lr: 2.000e-03, eta: 1 day, 1:37:32, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4366, loss: 1.4366, grad_norm: 6.0102 2020-07-27 00:47:20,845 - mmaction - INFO - Epoch [64][3100/3757] lr: 2.000e-03, eta: 1 day, 1:37:18, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3786, loss: 1.3786, grad_norm: 5.9190 2020-07-27 00:47:34,921 - mmaction - INFO - Epoch [64][3120/3757] lr: 2.000e-03, eta: 1 day, 1:37:05, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8273, loss_cls: 1.5029, loss: 1.5029, grad_norm: 6.1507 2020-07-27 00:47:49,251 - mmaction - INFO - Epoch [64][3140/3757] lr: 2.000e-03, eta: 1 day, 1:36:52, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4011, loss: 1.4011, grad_norm: 5.8319 2020-07-27 00:48:02,546 - mmaction - INFO - Epoch [64][3160/3757] lr: 2.000e-03, eta: 1 day, 1:36:38, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.7795 2020-07-27 00:48:15,970 - mmaction - INFO - Epoch [64][3180/3757] lr: 2.000e-03, eta: 1 day, 1:36:25, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4262, loss: 1.4262, grad_norm: 5.8348 2020-07-27 00:48:30,692 - mmaction - INFO - Epoch [64][3200/3757] lr: 2.000e-03, eta: 1 day, 1:36:12, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5343, loss: 1.5343, grad_norm: 5.9252 2020-07-27 00:48:45,152 - mmaction - INFO - Epoch [64][3220/3757] lr: 2.000e-03, eta: 1 day, 1:35:59, time: 0.724, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.9371 2020-07-27 00:48:58,502 - mmaction - INFO - Epoch [64][3240/3757] lr: 2.000e-03, eta: 1 day, 1:35:45, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.5018, loss: 1.5018, grad_norm: 6.1473 2020-07-27 00:49:11,980 - mmaction - INFO - Epoch [64][3260/3757] lr: 2.000e-03, eta: 1 day, 1:35:31, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.3898, loss: 1.3898, grad_norm: 5.8873 2020-07-27 00:49:26,072 - mmaction - INFO - Epoch [64][3280/3757] lr: 2.000e-03, eta: 1 day, 1:35:18, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3854, loss: 1.3854, grad_norm: 5.7973 2020-07-27 00:49:40,102 - mmaction - INFO - Epoch [64][3300/3757] lr: 2.000e-03, eta: 1 day, 1:35:05, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4236, loss: 1.4236, grad_norm: 6.0700 2020-07-27 00:49:54,090 - mmaction - INFO - Epoch [64][3320/3757] lr: 2.000e-03, eta: 1 day, 1:34:51, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4150, loss: 1.4150, grad_norm: 6.0831 2020-07-27 00:50:07,808 - mmaction - INFO - Epoch [64][3340/3757] lr: 2.000e-03, eta: 1 day, 1:34:38, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3657, loss: 1.3657, grad_norm: 5.8297 2020-07-27 00:50:22,332 - mmaction - INFO - Epoch [64][3360/3757] lr: 2.000e-03, eta: 1 day, 1:34:25, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5065, loss: 1.5065, grad_norm: 5.9577 2020-07-27 00:50:37,079 - mmaction - INFO - Epoch [64][3380/3757] lr: 2.000e-03, eta: 1 day, 1:34:12, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.8928 2020-07-27 00:50:50,544 - mmaction - INFO - Epoch [64][3400/3757] lr: 2.000e-03, eta: 1 day, 1:33:58, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.9849 2020-07-27 00:51:04,498 - mmaction - INFO - Epoch [64][3420/3757] lr: 2.000e-03, eta: 1 day, 1:33:45, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4008, loss: 1.4008, grad_norm: 5.7871 2020-07-27 00:51:18,992 - mmaction - INFO - Epoch [64][3440/3757] lr: 2.000e-03, eta: 1 day, 1:33:32, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.4766, loss: 1.4766, grad_norm: 6.0025 2020-07-27 00:51:33,314 - mmaction - INFO - Epoch [64][3460/3757] lr: 2.000e-03, eta: 1 day, 1:33:19, time: 0.716, data_time: 0.003, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3773, loss: 1.3773, grad_norm: 5.8275 2020-07-27 00:51:46,515 - mmaction - INFO - Epoch [64][3480/3757] lr: 2.000e-03, eta: 1 day, 1:33:05, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.0461 2020-07-27 00:52:00,363 - mmaction - INFO - Epoch [64][3500/3757] lr: 2.000e-03, eta: 1 day, 1:32:52, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4098, loss: 1.4098, grad_norm: 5.7267 2020-07-27 00:52:15,110 - mmaction - INFO - Epoch [64][3520/3757] lr: 2.000e-03, eta: 1 day, 1:32:39, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.0071 2020-07-27 00:52:28,757 - mmaction - INFO - Epoch [64][3540/3757] lr: 2.000e-03, eta: 1 day, 1:32:25, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4041, loss: 1.4041, grad_norm: 5.8664 2020-07-27 00:52:42,031 - mmaction - INFO - Epoch [64][3560/3757] lr: 2.000e-03, eta: 1 day, 1:32:11, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8562, loss_cls: 1.4876, loss: 1.4876, grad_norm: 6.2592 2020-07-27 00:52:56,478 - mmaction - INFO - Epoch [64][3580/3757] lr: 2.000e-03, eta: 1 day, 1:31:58, time: 0.722, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.0904 2020-07-27 00:53:10,650 - mmaction - INFO - Epoch [64][3600/3757] lr: 2.000e-03, eta: 1 day, 1:31:45, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3384, loss: 1.3384, grad_norm: 5.8618 2020-07-27 00:53:24,257 - mmaction - INFO - Epoch [64][3620/3757] lr: 2.000e-03, eta: 1 day, 1:31:32, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4939, loss: 1.4939, grad_norm: 6.0901 2020-07-27 00:53:37,317 - mmaction - INFO - Epoch [64][3640/3757] lr: 2.000e-03, eta: 1 day, 1:31:18, time: 0.654, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.0543 2020-07-27 00:53:51,939 - mmaction - INFO - Epoch [64][3660/3757] lr: 2.000e-03, eta: 1 day, 1:31:05, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5028, loss: 1.5028, grad_norm: 6.0374 2020-07-27 00:54:05,403 - mmaction - INFO - Epoch [64][3680/3757] lr: 2.000e-03, eta: 1 day, 1:30:51, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.9136 2020-07-27 00:54:20,072 - mmaction - INFO - Epoch [64][3700/3757] lr: 2.000e-03, eta: 1 day, 1:30:38, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4451, loss: 1.4451, grad_norm: 6.0726 2020-07-27 00:54:33,475 - mmaction - INFO - Epoch [64][3720/3757] lr: 2.000e-03, eta: 1 day, 1:30:24, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4217, loss: 1.4217, grad_norm: 5.9774 2020-07-27 00:54:47,490 - mmaction - INFO - Epoch [64][3740/3757] lr: 2.000e-03, eta: 1 day, 1:30:11, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4184, loss: 1.4184, grad_norm: 5.8963 2020-07-27 00:54:59,114 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-27 00:55:21,412 - mmaction - INFO - Epoch [65][20/3757] lr: 2.000e-03, eta: 1 day, 1:29:44, time: 1.060, data_time: 0.398, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.8959 2020-07-27 00:55:34,472 - mmaction - INFO - Epoch [65][40/3757] lr: 2.000e-03, eta: 1 day, 1:29:30, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4452, loss: 1.4452, grad_norm: 5.8494 2020-07-27 00:55:47,572 - mmaction - INFO - Epoch [65][60/3757] lr: 2.000e-03, eta: 1 day, 1:29:16, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.0860 2020-07-27 00:56:01,990 - mmaction - INFO - Epoch [65][80/3757] lr: 2.000e-03, eta: 1 day, 1:29:03, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.9502 2020-07-27 00:56:15,053 - mmaction - INFO - Epoch [65][100/3757] lr: 2.000e-03, eta: 1 day, 1:28:49, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3894, loss: 1.3894, grad_norm: 5.8453 2020-07-27 00:56:29,771 - mmaction - INFO - Epoch [65][120/3757] lr: 2.000e-03, eta: 1 day, 1:28:36, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.9645 2020-07-27 00:56:44,507 - mmaction - INFO - Epoch [65][140/3757] lr: 2.000e-03, eta: 1 day, 1:28:23, time: 0.741, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4372, loss: 1.4372, grad_norm: 5.8691 2020-07-27 00:56:57,650 - mmaction - INFO - Epoch [65][160/3757] lr: 2.000e-03, eta: 1 day, 1:28:09, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.3763, loss: 1.3763, grad_norm: 5.7831 2020-07-27 00:57:12,429 - mmaction - INFO - Epoch [65][180/3757] lr: 2.000e-03, eta: 1 day, 1:27:56, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.0258 2020-07-27 00:57:25,491 - mmaction - INFO - Epoch [65][200/3757] lr: 2.000e-03, eta: 1 day, 1:27:43, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3615, loss: 1.3615, grad_norm: 5.9421 2020-07-27 00:57:39,242 - mmaction - INFO - Epoch [65][220/3757] lr: 2.000e-03, eta: 1 day, 1:27:29, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.8992 2020-07-27 00:57:53,362 - mmaction - INFO - Epoch [65][240/3757] lr: 2.000e-03, eta: 1 day, 1:27:16, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.7464 2020-07-27 00:58:07,828 - mmaction - INFO - Epoch [65][260/3757] lr: 2.000e-03, eta: 1 day, 1:27:03, time: 0.723, data_time: 0.002, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4164, loss: 1.4164, grad_norm: 5.9110 2020-07-27 00:58:21,920 - mmaction - INFO - Epoch [65][280/3757] lr: 2.000e-03, eta: 1 day, 1:26:50, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.0986 2020-07-27 00:58:36,289 - mmaction - INFO - Epoch [65][300/3757] lr: 2.000e-03, eta: 1 day, 1:26:36, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8625, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.0045 2020-07-27 00:58:50,887 - mmaction - INFO - Epoch [65][320/3757] lr: 2.000e-03, eta: 1 day, 1:26:23, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4224, loss: 1.4224, grad_norm: 6.0000 2020-07-27 00:59:04,188 - mmaction - INFO - Epoch [65][340/3757] lr: 2.000e-03, eta: 1 day, 1:26:10, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3842, loss: 1.3842, grad_norm: 5.8756 2020-07-27 00:59:18,490 - mmaction - INFO - Epoch [65][360/3757] lr: 2.000e-03, eta: 1 day, 1:25:57, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.8773 2020-07-27 00:59:32,390 - mmaction - INFO - Epoch [65][380/3757] lr: 2.000e-03, eta: 1 day, 1:25:43, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3773, loss: 1.3773, grad_norm: 5.7801 2020-07-27 00:59:46,394 - mmaction - INFO - Epoch [65][400/3757] lr: 2.000e-03, eta: 1 day, 1:25:30, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8766, loss_cls: 1.3229, loss: 1.3229, grad_norm: 5.7916 2020-07-27 00:59:59,681 - mmaction - INFO - Epoch [65][420/3757] lr: 2.000e-03, eta: 1 day, 1:25:16, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4879, loss: 1.4879, grad_norm: 6.1054 2020-07-27 01:00:14,129 - mmaction - INFO - Epoch [65][440/3757] lr: 2.000e-03, eta: 1 day, 1:25:03, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.9716 2020-07-27 01:00:29,749 - mmaction - INFO - Epoch [65][460/3757] lr: 2.000e-03, eta: 1 day, 1:24:51, time: 0.784, data_time: 0.010, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8461, loss_cls: 1.3744, loss: 1.3744, grad_norm: 5.7098 2020-07-27 01:00:42,648 - mmaction - INFO - Epoch [65][480/3757] lr: 2.000e-03, eta: 1 day, 1:24:37, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.0166 2020-07-27 01:00:56,373 - mmaction - INFO - Epoch [65][500/3757] lr: 2.000e-03, eta: 1 day, 1:24:23, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3721, loss: 1.3721, grad_norm: 6.0252 2020-07-27 01:01:10,206 - mmaction - INFO - Epoch [65][520/3757] lr: 2.000e-03, eta: 1 day, 1:24:10, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4051, loss: 1.4051, grad_norm: 5.7227 2020-07-27 01:01:23,609 - mmaction - INFO - Epoch [65][540/3757] lr: 2.000e-03, eta: 1 day, 1:23:56, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.0070 2020-07-27 01:01:37,149 - mmaction - INFO - Epoch [65][560/3757] lr: 2.000e-03, eta: 1 day, 1:23:42, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8617, loss_cls: 1.3532, loss: 1.3532, grad_norm: 5.9281 2020-07-27 01:01:50,908 - mmaction - INFO - Epoch [65][580/3757] lr: 2.000e-03, eta: 1 day, 1:23:29, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5195, loss: 1.5195, grad_norm: 6.0683 2020-07-27 01:02:04,271 - mmaction - INFO - Epoch [65][600/3757] lr: 2.000e-03, eta: 1 day, 1:23:15, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4049, loss: 1.4049, grad_norm: 5.9715 2020-07-27 01:02:18,436 - mmaction - INFO - Epoch [65][620/3757] lr: 2.000e-03, eta: 1 day, 1:23:02, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8422, loss_cls: 1.3814, loss: 1.3814, grad_norm: 5.6528 2020-07-27 01:02:31,614 - mmaction - INFO - Epoch [65][640/3757] lr: 2.000e-03, eta: 1 day, 1:22:48, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3332, loss: 1.3332, grad_norm: 5.6629 2020-07-27 01:02:45,199 - mmaction - INFO - Epoch [65][660/3757] lr: 2.000e-03, eta: 1 day, 1:22:35, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4457, loss: 1.4457, grad_norm: 5.9682 2020-07-27 01:02:59,905 - mmaction - INFO - Epoch [65][680/3757] lr: 2.000e-03, eta: 1 day, 1:22:22, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.3750, loss: 1.3750, grad_norm: 6.0089 2020-07-27 01:03:13,690 - mmaction - INFO - Epoch [65][700/3757] lr: 2.000e-03, eta: 1 day, 1:22:08, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.8513 2020-07-27 01:03:27,961 - mmaction - INFO - Epoch [65][720/3757] lr: 2.000e-03, eta: 1 day, 1:21:55, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3434, loss: 1.3434, grad_norm: 5.7219 2020-07-27 01:03:41,452 - mmaction - INFO - Epoch [65][740/3757] lr: 2.000e-03, eta: 1 day, 1:21:41, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4036, loss: 1.4036, grad_norm: 5.9838 2020-07-27 01:03:55,368 - mmaction - INFO - Epoch [65][760/3757] lr: 2.000e-03, eta: 1 day, 1:21:28, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.9539 2020-07-27 01:04:09,247 - mmaction - INFO - Epoch [65][780/3757] lr: 2.000e-03, eta: 1 day, 1:21:15, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.0493 2020-07-27 01:04:22,807 - mmaction - INFO - Epoch [65][800/3757] lr: 2.000e-03, eta: 1 day, 1:21:01, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4643, loss: 1.4643, grad_norm: 6.0690 2020-07-27 01:04:36,266 - mmaction - INFO - Epoch [65][820/3757] lr: 2.000e-03, eta: 1 day, 1:20:47, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3675, loss: 1.3675, grad_norm: 5.9505 2020-07-27 01:04:50,576 - mmaction - INFO - Epoch [65][840/3757] lr: 2.000e-03, eta: 1 day, 1:20:34, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3383, loss: 1.3383, grad_norm: 5.6670 2020-07-27 01:05:03,994 - mmaction - INFO - Epoch [65][860/3757] lr: 2.000e-03, eta: 1 day, 1:20:21, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.0628 2020-07-27 01:05:17,769 - mmaction - INFO - Epoch [65][880/3757] lr: 2.000e-03, eta: 1 day, 1:20:07, time: 0.689, data_time: 0.002, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.9893 2020-07-27 01:05:31,646 - mmaction - INFO - Epoch [65][900/3757] lr: 2.000e-03, eta: 1 day, 1:19:54, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4027, loss: 1.4027, grad_norm: 5.9762 2020-07-27 01:05:45,654 - mmaction - INFO - Epoch [65][920/3757] lr: 2.000e-03, eta: 1 day, 1:19:40, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4498, loss: 1.4498, grad_norm: 5.9430 2020-07-27 01:05:59,218 - mmaction - INFO - Epoch [65][940/3757] lr: 2.000e-03, eta: 1 day, 1:19:27, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.8374 2020-07-27 01:06:12,712 - mmaction - INFO - Epoch [65][960/3757] lr: 2.000e-03, eta: 1 day, 1:19:13, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.0914 2020-07-27 01:06:26,249 - mmaction - INFO - Epoch [65][980/3757] lr: 2.000e-03, eta: 1 day, 1:19:00, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.0741 2020-07-27 01:06:39,957 - mmaction - INFO - Epoch [65][1000/3757] lr: 2.000e-03, eta: 1 day, 1:18:46, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4219, loss: 1.4219, grad_norm: 5.8200 2020-07-27 01:06:54,945 - mmaction - INFO - Epoch [65][1020/3757] lr: 2.000e-03, eta: 1 day, 1:18:33, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4347, loss: 1.4347, grad_norm: 5.8379 2020-07-27 01:07:07,962 - mmaction - INFO - Epoch [65][1040/3757] lr: 2.000e-03, eta: 1 day, 1:18:19, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3783, loss: 1.3783, grad_norm: 5.9957 2020-07-27 01:07:22,176 - mmaction - INFO - Epoch [65][1060/3757] lr: 2.000e-03, eta: 1 day, 1:18:06, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.3976, loss: 1.3976, grad_norm: 5.9594 2020-07-27 01:07:35,364 - mmaction - INFO - Epoch [65][1080/3757] lr: 2.000e-03, eta: 1 day, 1:17:52, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8570, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.7081 2020-07-27 01:07:49,479 - mmaction - INFO - Epoch [65][1100/3757] lr: 2.000e-03, eta: 1 day, 1:17:39, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.0951 2020-07-27 01:08:03,447 - mmaction - INFO - Epoch [65][1120/3757] lr: 2.000e-03, eta: 1 day, 1:17:26, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4285, loss: 1.4285, grad_norm: 6.0300 2020-07-27 01:08:17,338 - mmaction - INFO - Epoch [65][1140/3757] lr: 2.000e-03, eta: 1 day, 1:17:12, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4307, loss: 1.4307, grad_norm: 5.9636 2020-07-27 01:08:30,586 - mmaction - INFO - Epoch [65][1160/3757] lr: 2.000e-03, eta: 1 day, 1:16:59, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.6363 2020-07-27 01:08:44,736 - mmaction - INFO - Epoch [65][1180/3757] lr: 2.000e-03, eta: 1 day, 1:16:45, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3308, loss: 1.3308, grad_norm: 5.8923 2020-07-27 01:08:58,090 - mmaction - INFO - Epoch [65][1200/3757] lr: 2.000e-03, eta: 1 day, 1:16:32, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.0115 2020-07-27 01:09:11,887 - mmaction - INFO - Epoch [65][1220/3757] lr: 2.000e-03, eta: 1 day, 1:16:18, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4127, loss: 1.4127, grad_norm: 5.8564 2020-07-27 01:09:26,126 - mmaction - INFO - Epoch [65][1240/3757] lr: 2.000e-03, eta: 1 day, 1:16:05, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.8333 2020-07-27 01:09:39,559 - mmaction - INFO - Epoch [65][1260/3757] lr: 2.000e-03, eta: 1 day, 1:15:51, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.8503 2020-07-27 01:09:53,705 - mmaction - INFO - Epoch [65][1280/3757] lr: 2.000e-03, eta: 1 day, 1:15:38, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3696, loss: 1.3696, grad_norm: 5.9724 2020-07-27 01:10:06,975 - mmaction - INFO - Epoch [65][1300/3757] lr: 2.000e-03, eta: 1 day, 1:15:24, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3726, loss: 1.3726, grad_norm: 5.6855 2020-07-27 01:10:21,021 - mmaction - INFO - Epoch [65][1320/3757] lr: 2.000e-03, eta: 1 day, 1:15:11, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.0370 2020-07-27 01:10:34,418 - mmaction - INFO - Epoch [65][1340/3757] lr: 2.000e-03, eta: 1 day, 1:14:57, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4584, loss: 1.4584, grad_norm: 6.0117 2020-07-27 01:10:47,868 - mmaction - INFO - Epoch [65][1360/3757] lr: 2.000e-03, eta: 1 day, 1:14:44, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8438, loss_cls: 1.4805, loss: 1.4805, grad_norm: 6.1830 2020-07-27 01:11:02,079 - mmaction - INFO - Epoch [65][1380/3757] lr: 2.000e-03, eta: 1 day, 1:14:30, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.9089 2020-07-27 01:11:15,847 - mmaction - INFO - Epoch [65][1400/3757] lr: 2.000e-03, eta: 1 day, 1:14:17, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.1150 2020-07-27 01:11:30,594 - mmaction - INFO - Epoch [65][1420/3757] lr: 2.000e-03, eta: 1 day, 1:14:04, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.0259 2020-07-27 01:11:44,316 - mmaction - INFO - Epoch [65][1440/3757] lr: 2.000e-03, eta: 1 day, 1:13:51, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.3807, loss: 1.3807, grad_norm: 5.8536 2020-07-27 01:11:57,594 - mmaction - INFO - Epoch [65][1460/3757] lr: 2.000e-03, eta: 1 day, 1:13:37, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.0654 2020-07-27 01:12:12,389 - mmaction - INFO - Epoch [65][1480/3757] lr: 2.000e-03, eta: 1 day, 1:13:24, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3878, loss: 1.3878, grad_norm: 5.7849 2020-07-27 01:12:26,319 - mmaction - INFO - Epoch [65][1500/3757] lr: 2.000e-03, eta: 1 day, 1:13:11, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3924, loss: 1.3924, grad_norm: 5.8011 2020-07-27 01:12:40,559 - mmaction - INFO - Epoch [65][1520/3757] lr: 2.000e-03, eta: 1 day, 1:12:57, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.4614, loss: 1.4614, grad_norm: 5.8329 2020-07-27 01:12:54,298 - mmaction - INFO - Epoch [65][1540/3757] lr: 2.000e-03, eta: 1 day, 1:12:44, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.9702 2020-07-27 01:13:08,255 - mmaction - INFO - Epoch [65][1560/3757] lr: 2.000e-03, eta: 1 day, 1:12:30, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.4445, loss: 1.4445, grad_norm: 5.8537 2020-07-27 01:13:22,899 - mmaction - INFO - Epoch [65][1580/3757] lr: 2.000e-03, eta: 1 day, 1:12:17, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.8988 2020-07-27 01:13:36,528 - mmaction - INFO - Epoch [65][1600/3757] lr: 2.000e-03, eta: 1 day, 1:12:04, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4184, loss: 1.4184, grad_norm: 5.9964 2020-07-27 01:13:50,403 - mmaction - INFO - Epoch [65][1620/3757] lr: 2.000e-03, eta: 1 day, 1:11:50, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4754, loss: 1.4754, grad_norm: 6.0071 2020-07-27 01:14:04,184 - mmaction - INFO - Epoch [65][1640/3757] lr: 2.000e-03, eta: 1 day, 1:11:37, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4842, loss: 1.4842, grad_norm: 6.0574 2020-07-27 01:14:17,585 - mmaction - INFO - Epoch [65][1660/3757] lr: 2.000e-03, eta: 1 day, 1:11:23, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8727, loss_cls: 1.3476, loss: 1.3476, grad_norm: 5.9840 2020-07-27 01:14:31,080 - mmaction - INFO - Epoch [65][1680/3757] lr: 2.000e-03, eta: 1 day, 1:11:10, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.9963 2020-07-27 01:14:44,409 - mmaction - INFO - Epoch [65][1700/3757] lr: 2.000e-03, eta: 1 day, 1:10:56, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3459, loss: 1.3459, grad_norm: 5.8671 2020-07-27 01:14:58,420 - mmaction - INFO - Epoch [65][1720/3757] lr: 2.000e-03, eta: 1 day, 1:10:43, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4366, loss: 1.4366, grad_norm: 5.9535 2020-07-27 01:15:11,849 - mmaction - INFO - Epoch [65][1740/3757] lr: 2.000e-03, eta: 1 day, 1:10:29, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8578, loss_cls: 1.4238, loss: 1.4238, grad_norm: 5.9754 2020-07-27 01:15:26,104 - mmaction - INFO - Epoch [65][1760/3757] lr: 2.000e-03, eta: 1 day, 1:10:16, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8367, loss_cls: 1.4324, loss: 1.4324, grad_norm: 5.9496 2020-07-27 01:15:40,389 - mmaction - INFO - Epoch [65][1780/3757] lr: 2.000e-03, eta: 1 day, 1:10:03, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4664, loss: 1.4664, grad_norm: 6.0050 2020-07-27 01:15:55,527 - mmaction - INFO - Epoch [65][1800/3757] lr: 2.000e-03, eta: 1 day, 1:09:50, time: 0.755, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.8442 2020-07-27 01:16:08,572 - mmaction - INFO - Epoch [65][1820/3757] lr: 2.000e-03, eta: 1 day, 1:09:36, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.4003, loss: 1.4003, grad_norm: 5.9078 2020-07-27 01:16:23,233 - mmaction - INFO - Epoch [65][1840/3757] lr: 2.000e-03, eta: 1 day, 1:09:23, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.3712, loss: 1.3712, grad_norm: 5.8368 2020-07-27 01:16:36,502 - mmaction - INFO - Epoch [65][1860/3757] lr: 2.000e-03, eta: 1 day, 1:09:09, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.8846 2020-07-27 01:16:51,046 - mmaction - INFO - Epoch [65][1880/3757] lr: 2.000e-03, eta: 1 day, 1:08:56, time: 0.725, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8320, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.9847 2020-07-27 01:17:04,301 - mmaction - INFO - Epoch [65][1900/3757] lr: 2.000e-03, eta: 1 day, 1:08:43, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8375, loss_cls: 1.3924, loss: 1.3924, grad_norm: 5.6868 2020-07-27 01:17:18,103 - mmaction - INFO - Epoch [65][1920/3757] lr: 2.000e-03, eta: 1 day, 1:08:29, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.8863 2020-07-27 01:17:31,839 - mmaction - INFO - Epoch [65][1940/3757] lr: 2.000e-03, eta: 1 day, 1:08:16, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3382, loss: 1.3382, grad_norm: 5.8197 2020-07-27 01:17:45,672 - mmaction - INFO - Epoch [65][1960/3757] lr: 2.000e-03, eta: 1 day, 1:08:02, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.7975 2020-07-27 01:17:58,785 - mmaction - INFO - Epoch [65][1980/3757] lr: 2.000e-03, eta: 1 day, 1:07:48, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.0748 2020-07-27 01:18:12,580 - mmaction - INFO - Epoch [65][2000/3757] lr: 2.000e-03, eta: 1 day, 1:07:35, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.9554 2020-07-27 01:18:26,893 - mmaction - INFO - Epoch [65][2020/3757] lr: 2.000e-03, eta: 1 day, 1:07:22, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.0203 2020-07-27 01:18:41,522 - mmaction - INFO - Epoch [65][2040/3757] lr: 2.000e-03, eta: 1 day, 1:07:09, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.0242 2020-07-27 01:18:54,573 - mmaction - INFO - Epoch [65][2060/3757] lr: 2.000e-03, eta: 1 day, 1:06:55, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.4156, loss: 1.4156, grad_norm: 6.1446 2020-07-27 01:19:08,019 - mmaction - INFO - Epoch [65][2080/3757] lr: 2.000e-03, eta: 1 day, 1:06:41, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4279, loss: 1.4279, grad_norm: 6.0420 2020-07-27 01:19:21,849 - mmaction - INFO - Epoch [65][2100/3757] lr: 2.000e-03, eta: 1 day, 1:06:28, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.3985, loss: 1.3985, grad_norm: 5.9647 2020-07-27 01:19:35,443 - mmaction - INFO - Epoch [65][2120/3757] lr: 2.000e-03, eta: 1 day, 1:06:14, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.2948 2020-07-27 01:19:49,003 - mmaction - INFO - Epoch [65][2140/3757] lr: 2.000e-03, eta: 1 day, 1:06:01, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.9694 2020-07-27 01:20:02,988 - mmaction - INFO - Epoch [65][2160/3757] lr: 2.000e-03, eta: 1 day, 1:05:47, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3550, loss: 1.3550, grad_norm: 5.8608 2020-07-27 01:20:17,267 - mmaction - INFO - Epoch [65][2180/3757] lr: 2.000e-03, eta: 1 day, 1:05:34, time: 0.713, data_time: 0.002, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.8660 2020-07-27 01:20:30,509 - mmaction - INFO - Epoch [65][2200/3757] lr: 2.000e-03, eta: 1 day, 1:05:20, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4612, loss: 1.4612, grad_norm: 5.9817 2020-07-27 01:20:44,539 - mmaction - INFO - Epoch [65][2220/3757] lr: 2.000e-03, eta: 1 day, 1:05:07, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.9895 2020-07-27 01:20:59,377 - mmaction - INFO - Epoch [65][2240/3757] lr: 2.000e-03, eta: 1 day, 1:04:54, time: 0.738, data_time: 0.008, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.0876 2020-07-27 01:21:12,477 - mmaction - INFO - Epoch [65][2260/3757] lr: 2.000e-03, eta: 1 day, 1:04:40, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.0857 2020-07-27 01:21:25,940 - mmaction - INFO - Epoch [65][2280/3757] lr: 2.000e-03, eta: 1 day, 1:04:27, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3999, loss: 1.3999, grad_norm: 5.9195 2020-07-27 01:21:39,318 - mmaction - INFO - Epoch [65][2300/3757] lr: 2.000e-03, eta: 1 day, 1:04:13, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.0339 2020-07-27 01:21:52,946 - mmaction - INFO - Epoch [65][2320/3757] lr: 2.000e-03, eta: 1 day, 1:03:59, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4419, loss: 1.4419, grad_norm: 6.1481 2020-07-27 01:22:06,664 - mmaction - INFO - Epoch [65][2340/3757] lr: 2.000e-03, eta: 1 day, 1:03:46, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8672, loss_cls: 1.3731, loss: 1.3731, grad_norm: 6.0518 2020-07-27 01:22:20,282 - mmaction - INFO - Epoch [65][2360/3757] lr: 2.000e-03, eta: 1 day, 1:03:32, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.9744 2020-07-27 01:22:34,402 - mmaction - INFO - Epoch [65][2380/3757] lr: 2.000e-03, eta: 1 day, 1:03:19, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4446, loss: 1.4446, grad_norm: 6.0874 2020-07-27 01:22:47,620 - mmaction - INFO - Epoch [65][2400/3757] lr: 2.000e-03, eta: 1 day, 1:03:05, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.1338 2020-07-27 01:23:02,006 - mmaction - INFO - Epoch [65][2420/3757] lr: 2.000e-03, eta: 1 day, 1:02:52, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4542, loss: 1.4542, grad_norm: 6.0384 2020-07-27 01:23:15,685 - mmaction - INFO - Epoch [65][2440/3757] lr: 2.000e-03, eta: 1 day, 1:02:39, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.1222 2020-07-27 01:23:30,351 - mmaction - INFO - Epoch [65][2460/3757] lr: 2.000e-03, eta: 1 day, 1:02:26, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.9079 2020-07-27 01:23:43,932 - mmaction - INFO - Epoch [65][2480/3757] lr: 2.000e-03, eta: 1 day, 1:02:12, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.2444 2020-07-27 01:23:57,814 - mmaction - INFO - Epoch [65][2500/3757] lr: 2.000e-03, eta: 1 day, 1:01:59, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.1056 2020-07-27 01:24:11,440 - mmaction - INFO - Epoch [65][2520/3757] lr: 2.000e-03, eta: 1 day, 1:01:45, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.1153 2020-07-27 01:24:25,175 - mmaction - INFO - Epoch [65][2540/3757] lr: 2.000e-03, eta: 1 day, 1:01:32, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.9336 2020-07-27 01:24:39,065 - mmaction - INFO - Epoch [65][2560/3757] lr: 2.000e-03, eta: 1 day, 1:01:18, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.4281, loss: 1.4281, grad_norm: 5.9719 2020-07-27 01:24:52,379 - mmaction - INFO - Epoch [65][2580/3757] lr: 2.000e-03, eta: 1 day, 1:01:04, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.9225 2020-07-27 01:25:06,064 - mmaction - INFO - Epoch [65][2600/3757] lr: 2.000e-03, eta: 1 day, 1:00:51, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8313, loss_cls: 1.5114, loss: 1.5114, grad_norm: 6.1068 2020-07-27 01:25:20,294 - mmaction - INFO - Epoch [65][2620/3757] lr: 2.000e-03, eta: 1 day, 1:00:38, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3402, loss: 1.3402, grad_norm: 5.7659 2020-07-27 01:25:34,478 - mmaction - INFO - Epoch [65][2640/3757] lr: 2.000e-03, eta: 1 day, 1:00:24, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8352, loss_cls: 1.5078, loss: 1.5078, grad_norm: 5.9953 2020-07-27 01:25:48,424 - mmaction - INFO - Epoch [65][2660/3757] lr: 2.000e-03, eta: 1 day, 1:00:11, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4082, loss: 1.4082, grad_norm: 5.8205 2020-07-27 01:26:02,141 - mmaction - INFO - Epoch [65][2680/3757] lr: 2.000e-03, eta: 1 day, 0:59:58, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.1400 2020-07-27 01:26:15,885 - mmaction - INFO - Epoch [65][2700/3757] lr: 2.000e-03, eta: 1 day, 0:59:44, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.1603 2020-07-27 01:26:29,436 - mmaction - INFO - Epoch [65][2720/3757] lr: 2.000e-03, eta: 1 day, 0:59:31, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.0617 2020-07-27 01:26:44,234 - mmaction - INFO - Epoch [65][2740/3757] lr: 2.000e-03, eta: 1 day, 0:59:18, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8664, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.9914 2020-07-27 01:26:58,979 - mmaction - INFO - Epoch [65][2760/3757] lr: 2.000e-03, eta: 1 day, 0:59:05, time: 0.741, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3771, loss: 1.3771, grad_norm: 5.7374 2020-07-27 01:27:12,484 - mmaction - INFO - Epoch [65][2780/3757] lr: 2.000e-03, eta: 1 day, 0:58:51, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5385, loss: 1.5385, grad_norm: 6.1674 2020-07-27 01:27:26,592 - mmaction - INFO - Epoch [65][2800/3757] lr: 2.000e-03, eta: 1 day, 0:58:38, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8578, loss_cls: 1.4457, loss: 1.4457, grad_norm: 6.2345 2020-07-27 01:27:40,530 - mmaction - INFO - Epoch [65][2820/3757] lr: 2.000e-03, eta: 1 day, 0:58:24, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8719, loss_cls: 1.3721, loss: 1.3721, grad_norm: 6.0421 2020-07-27 01:27:54,389 - mmaction - INFO - Epoch [65][2840/3757] lr: 2.000e-03, eta: 1 day, 0:58:11, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8773, loss_cls: 1.3249, loss: 1.3249, grad_norm: 5.8613 2020-07-27 01:28:08,002 - mmaction - INFO - Epoch [65][2860/3757] lr: 2.000e-03, eta: 1 day, 0:57:57, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.8655 2020-07-27 01:28:22,053 - mmaction - INFO - Epoch [65][2880/3757] lr: 2.000e-03, eta: 1 day, 0:57:44, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.9369 2020-07-27 01:28:36,089 - mmaction - INFO - Epoch [65][2900/3757] lr: 2.000e-03, eta: 1 day, 0:57:31, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4727, loss: 1.4727, grad_norm: 5.8834 2020-07-27 01:28:49,357 - mmaction - INFO - Epoch [65][2920/3757] lr: 2.000e-03, eta: 1 day, 0:57:17, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3948, loss: 1.3948, grad_norm: 5.8002 2020-07-27 01:29:03,753 - mmaction - INFO - Epoch [65][2940/3757] lr: 2.000e-03, eta: 1 day, 0:57:04, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.0485 2020-07-27 01:29:17,555 - mmaction - INFO - Epoch [65][2960/3757] lr: 2.000e-03, eta: 1 day, 0:56:50, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.8830 2020-07-27 01:29:31,408 - mmaction - INFO - Epoch [65][2980/3757] lr: 2.000e-03, eta: 1 day, 0:56:37, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4049, loss: 1.4049, grad_norm: 5.9513 2020-07-27 01:29:45,599 - mmaction - INFO - Epoch [65][3000/3757] lr: 2.000e-03, eta: 1 day, 0:56:24, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.0505 2020-07-27 01:30:00,074 - mmaction - INFO - Epoch [65][3020/3757] lr: 2.000e-03, eta: 1 day, 0:56:11, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.3971, loss: 1.3971, grad_norm: 5.8342 2020-07-27 01:30:13,350 - mmaction - INFO - Epoch [65][3040/3757] lr: 2.000e-03, eta: 1 day, 0:55:57, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4144, loss: 1.4144, grad_norm: 6.1133 2020-07-27 01:30:26,948 - mmaction - INFO - Epoch [65][3060/3757] lr: 2.000e-03, eta: 1 day, 0:55:43, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8734, loss_cls: 1.3557, loss: 1.3557, grad_norm: 5.7988 2020-07-27 01:30:41,470 - mmaction - INFO - Epoch [65][3080/3757] lr: 2.000e-03, eta: 1 day, 0:55:30, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.0089 2020-07-27 01:30:55,250 - mmaction - INFO - Epoch [65][3100/3757] lr: 2.000e-03, eta: 1 day, 0:55:17, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5710, loss: 1.5710, grad_norm: 6.1873 2020-07-27 01:31:09,773 - mmaction - INFO - Epoch [65][3120/3757] lr: 2.000e-03, eta: 1 day, 0:55:04, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4615, loss: 1.4615, grad_norm: 6.0222 2020-07-27 01:31:23,861 - mmaction - INFO - Epoch [65][3140/3757] lr: 2.000e-03, eta: 1 day, 0:54:50, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.9785 2020-07-27 01:31:37,375 - mmaction - INFO - Epoch [65][3160/3757] lr: 2.000e-03, eta: 1 day, 0:54:37, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4778, loss: 1.4778, grad_norm: 6.1085 2020-07-27 01:31:52,235 - mmaction - INFO - Epoch [65][3180/3757] lr: 2.000e-03, eta: 1 day, 0:54:24, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4163, loss: 1.4163, grad_norm: 5.8875 2020-07-27 01:32:05,271 - mmaction - INFO - Epoch [65][3200/3757] lr: 2.000e-03, eta: 1 day, 0:54:10, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4526, loss: 1.4526, grad_norm: 5.9643 2020-07-27 01:32:19,890 - mmaction - INFO - Epoch [65][3220/3757] lr: 2.000e-03, eta: 1 day, 0:53:57, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4684, loss: 1.4684, grad_norm: 6.0731 2020-07-27 01:32:33,515 - mmaction - INFO - Epoch [65][3240/3757] lr: 2.000e-03, eta: 1 day, 0:53:44, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4559, loss: 1.4559, grad_norm: 5.9138 2020-07-27 01:32:47,853 - mmaction - INFO - Epoch [65][3260/3757] lr: 2.000e-03, eta: 1 day, 0:53:30, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4758, loss: 1.4758, grad_norm: 6.0268 2020-07-27 01:33:01,838 - mmaction - INFO - Epoch [65][3280/3757] lr: 2.000e-03, eta: 1 day, 0:53:17, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.2415 2020-07-27 01:33:15,411 - mmaction - INFO - Epoch [65][3300/3757] lr: 2.000e-03, eta: 1 day, 0:53:03, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4933, loss: 1.4933, grad_norm: 5.9434 2020-07-27 01:33:29,409 - mmaction - INFO - Epoch [65][3320/3757] lr: 2.000e-03, eta: 1 day, 0:52:50, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.3831, loss: 1.3831, grad_norm: 5.7349 2020-07-27 01:33:44,355 - mmaction - INFO - Epoch [65][3340/3757] lr: 2.000e-03, eta: 1 day, 0:52:37, time: 0.743, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.1000 2020-07-27 01:33:58,049 - mmaction - INFO - Epoch [65][3360/3757] lr: 2.000e-03, eta: 1 day, 0:52:24, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.7027 2020-07-27 01:34:12,818 - mmaction - INFO - Epoch [65][3380/3757] lr: 2.000e-03, eta: 1 day, 0:52:11, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4280, loss: 1.4280, grad_norm: 6.1711 2020-07-27 01:34:26,074 - mmaction - INFO - Epoch [65][3400/3757] lr: 2.000e-03, eta: 1 day, 0:51:57, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4642, loss: 1.4642, grad_norm: 6.0592 2020-07-27 01:34:39,957 - mmaction - INFO - Epoch [65][3420/3757] lr: 2.000e-03, eta: 1 day, 0:51:44, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4318, loss: 1.4318, grad_norm: 6.0789 2020-07-27 01:34:54,351 - mmaction - INFO - Epoch [65][3440/3757] lr: 2.000e-03, eta: 1 day, 0:51:30, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3551, loss: 1.3551, grad_norm: 5.8154 2020-07-27 01:35:08,748 - mmaction - INFO - Epoch [65][3460/3757] lr: 2.000e-03, eta: 1 day, 0:51:17, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3953, loss: 1.3953, grad_norm: 5.9255 2020-07-27 01:35:22,201 - mmaction - INFO - Epoch [65][3480/3757] lr: 2.000e-03, eta: 1 day, 0:51:04, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3667, loss: 1.3667, grad_norm: 5.7650 2020-07-27 01:35:35,714 - mmaction - INFO - Epoch [65][3500/3757] lr: 2.000e-03, eta: 1 day, 0:50:50, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4068, loss: 1.4068, grad_norm: 5.9903 2020-07-27 01:35:50,261 - mmaction - INFO - Epoch [65][3520/3757] lr: 2.000e-03, eta: 1 day, 0:50:37, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3757, loss: 1.3757, grad_norm: 5.9737 2020-07-27 01:36:03,289 - mmaction - INFO - Epoch [65][3540/3757] lr: 2.000e-03, eta: 1 day, 0:50:23, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.0010 2020-07-27 01:36:16,764 - mmaction - INFO - Epoch [65][3560/3757] lr: 2.000e-03, eta: 1 day, 0:50:09, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4921, loss: 1.4921, grad_norm: 6.2154 2020-07-27 01:36:31,142 - mmaction - INFO - Epoch [65][3580/3757] lr: 2.000e-03, eta: 1 day, 0:49:56, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3976, loss: 1.3976, grad_norm: 5.8672 2020-07-27 01:36:44,661 - mmaction - INFO - Epoch [65][3600/3757] lr: 2.000e-03, eta: 1 day, 0:49:43, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4030, loss: 1.4030, grad_norm: 5.8419 2020-07-27 01:36:58,803 - mmaction - INFO - Epoch [65][3620/3757] lr: 2.000e-03, eta: 1 day, 0:49:29, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4482, loss: 1.4482, grad_norm: 5.8934 2020-07-27 01:37:12,079 - mmaction - INFO - Epoch [65][3640/3757] lr: 2.000e-03, eta: 1 day, 0:49:16, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4101, loss: 1.4101, grad_norm: 5.8875 2020-07-27 01:37:26,059 - mmaction - INFO - Epoch [65][3660/3757] lr: 2.000e-03, eta: 1 day, 0:49:02, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4159, loss: 1.4159, grad_norm: 5.9314 2020-07-27 01:37:40,920 - mmaction - INFO - Epoch [65][3680/3757] lr: 2.000e-03, eta: 1 day, 0:48:49, time: 0.743, data_time: 0.008, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.8977 2020-07-27 01:37:56,099 - mmaction - INFO - Epoch [65][3700/3757] lr: 2.000e-03, eta: 1 day, 0:48:37, time: 0.760, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4151, loss: 1.4151, grad_norm: 5.8435 2020-07-27 01:38:11,116 - mmaction - INFO - Epoch [65][3720/3757] lr: 2.000e-03, eta: 1 day, 0:48:24, time: 0.751, data_time: 0.003, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4111, loss: 1.4111, grad_norm: 6.0176 2020-07-27 01:38:24,093 - mmaction - INFO - Epoch [65][3740/3757] lr: 2.000e-03, eta: 1 day, 0:48:10, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.0126 2020-07-27 01:38:35,981 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-27 01:39:03,330 - mmaction - INFO - Epoch [66][20/3757] lr: 2.000e-03, eta: 1 day, 0:47:45, time: 1.303, data_time: 0.626, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4090, loss: 1.4090, grad_norm: 5.9323 2020-07-27 01:39:15,752 - mmaction - INFO - Epoch [66][40/3757] lr: 2.000e-03, eta: 1 day, 0:47:31, time: 0.620, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3509, loss: 1.3509, grad_norm: 5.6675 2020-07-27 01:39:29,114 - mmaction - INFO - Epoch [66][60/3757] lr: 2.000e-03, eta: 1 day, 0:47:17, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3266, loss: 1.3266, grad_norm: 5.6860 2020-07-27 01:39:42,412 - mmaction - INFO - Epoch [66][80/3757] lr: 2.000e-03, eta: 1 day, 0:47:04, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8758, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.8836 2020-07-27 01:39:55,904 - mmaction - INFO - Epoch [66][100/3757] lr: 2.000e-03, eta: 1 day, 0:46:50, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6172, top5_acc: 0.8438, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.1153 2020-07-27 01:40:09,712 - mmaction - INFO - Epoch [66][120/3757] lr: 2.000e-03, eta: 1 day, 0:46:37, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3575, loss: 1.3575, grad_norm: 5.8549 2020-07-27 01:40:23,595 - mmaction - INFO - Epoch [66][140/3757] lr: 2.000e-03, eta: 1 day, 0:46:23, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3537, loss: 1.3537, grad_norm: 5.8453 2020-07-27 01:40:38,893 - mmaction - INFO - Epoch [66][160/3757] lr: 2.000e-03, eta: 1 day, 0:46:11, time: 0.770, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.0704 2020-07-27 01:40:53,448 - mmaction - INFO - Epoch [66][180/3757] lr: 2.000e-03, eta: 1 day, 0:45:58, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4237, loss: 1.4237, grad_norm: 6.1110 2020-07-27 01:41:06,369 - mmaction - INFO - Epoch [66][200/3757] lr: 2.000e-03, eta: 1 day, 0:45:44, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.8470 2020-07-27 01:41:20,647 - mmaction - INFO - Epoch [66][220/3757] lr: 2.000e-03, eta: 1 day, 0:45:30, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.3749, loss: 1.3749, grad_norm: 5.9396 2020-07-27 01:41:33,835 - mmaction - INFO - Epoch [66][240/3757] lr: 2.000e-03, eta: 1 day, 0:45:17, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3374, loss: 1.3374, grad_norm: 5.9759 2020-07-27 01:41:48,879 - mmaction - INFO - Epoch [66][260/3757] lr: 2.000e-03, eta: 1 day, 0:45:04, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.0623 2020-07-27 01:42:02,790 - mmaction - INFO - Epoch [66][280/3757] lr: 2.000e-03, eta: 1 day, 0:44:50, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8445, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.2277 2020-07-27 01:42:16,680 - mmaction - INFO - Epoch [66][300/3757] lr: 2.000e-03, eta: 1 day, 0:44:37, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.0374 2020-07-27 01:42:30,287 - mmaction - INFO - Epoch [66][320/3757] lr: 2.000e-03, eta: 1 day, 0:44:23, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3560, loss: 1.3560, grad_norm: 6.0246 2020-07-27 01:42:43,730 - mmaction - INFO - Epoch [66][340/3757] lr: 2.000e-03, eta: 1 day, 0:44:10, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3787, loss: 1.3787, grad_norm: 5.8225 2020-07-27 01:42:58,467 - mmaction - INFO - Epoch [66][360/3757] lr: 2.000e-03, eta: 1 day, 0:43:57, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.9202 2020-07-27 01:43:12,839 - mmaction - INFO - Epoch [66][380/3757] lr: 2.000e-03, eta: 1 day, 0:43:44, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.0848 2020-07-27 01:43:27,154 - mmaction - INFO - Epoch [66][400/3757] lr: 2.000e-03, eta: 1 day, 0:43:31, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.0449 2020-07-27 01:43:41,101 - mmaction - INFO - Epoch [66][420/3757] lr: 2.000e-03, eta: 1 day, 0:43:17, time: 0.698, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.8592 2020-07-27 01:43:54,558 - mmaction - INFO - Epoch [66][440/3757] lr: 2.000e-03, eta: 1 day, 0:43:03, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8562, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.9558 2020-07-27 01:44:08,328 - mmaction - INFO - Epoch [66][460/3757] lr: 2.000e-03, eta: 1 day, 0:42:50, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.7233 2020-07-27 01:44:21,716 - mmaction - INFO - Epoch [66][480/3757] lr: 2.000e-03, eta: 1 day, 0:42:36, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.0171 2020-07-27 01:44:35,574 - mmaction - INFO - Epoch [66][500/3757] lr: 2.000e-03, eta: 1 day, 0:42:23, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.7719 2020-07-27 01:44:49,523 - mmaction - INFO - Epoch [66][520/3757] lr: 2.000e-03, eta: 1 day, 0:42:10, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4395, loss: 1.4395, grad_norm: 6.1053 2020-07-27 01:45:03,779 - mmaction - INFO - Epoch [66][540/3757] lr: 2.000e-03, eta: 1 day, 0:41:56, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4357, loss: 1.4357, grad_norm: 5.9691 2020-07-27 01:45:17,444 - mmaction - INFO - Epoch [66][560/3757] lr: 2.000e-03, eta: 1 day, 0:41:43, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.3852, loss: 1.3852, grad_norm: 6.0061 2020-07-27 01:45:31,230 - mmaction - INFO - Epoch [66][580/3757] lr: 2.000e-03, eta: 1 day, 0:41:29, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.3615, loss: 1.3615, grad_norm: 5.7740 2020-07-27 01:45:45,147 - mmaction - INFO - Epoch [66][600/3757] lr: 2.000e-03, eta: 1 day, 0:41:16, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3530, loss: 1.3530, grad_norm: 5.8891 2020-07-27 01:45:59,033 - mmaction - INFO - Epoch [66][620/3757] lr: 2.000e-03, eta: 1 day, 0:41:02, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4571, loss: 1.4571, grad_norm: 6.1507 2020-07-27 01:46:13,194 - mmaction - INFO - Epoch [66][640/3757] lr: 2.000e-03, eta: 1 day, 0:40:49, time: 0.708, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4120, loss: 1.4120, grad_norm: 5.8315 2020-07-27 01:46:27,936 - mmaction - INFO - Epoch [66][660/3757] lr: 2.000e-03, eta: 1 day, 0:40:36, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4008, loss: 1.4008, grad_norm: 5.8976 2020-07-27 01:46:41,676 - mmaction - INFO - Epoch [66][680/3757] lr: 2.000e-03, eta: 1 day, 0:40:23, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.9447 2020-07-27 01:46:55,469 - mmaction - INFO - Epoch [66][700/3757] lr: 2.000e-03, eta: 1 day, 0:40:09, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4452, loss: 1.4452, grad_norm: 5.9822 2020-07-27 01:47:09,325 - mmaction - INFO - Epoch [66][720/3757] lr: 2.000e-03, eta: 1 day, 0:39:56, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.9672 2020-07-27 01:47:22,909 - mmaction - INFO - Epoch [66][740/3757] lr: 2.000e-03, eta: 1 day, 0:39:42, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.3161, loss: 1.3161, grad_norm: 5.9755 2020-07-27 01:47:37,599 - mmaction - INFO - Epoch [66][760/3757] lr: 2.000e-03, eta: 1 day, 0:39:29, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.0852 2020-07-27 01:47:52,065 - mmaction - INFO - Epoch [66][780/3757] lr: 2.000e-03, eta: 1 day, 0:39:16, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3685, loss: 1.3685, grad_norm: 6.0959 2020-07-27 01:48:05,649 - mmaction - INFO - Epoch [66][800/3757] lr: 2.000e-03, eta: 1 day, 0:39:03, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3308, loss: 1.3308, grad_norm: 6.0308 2020-07-27 01:48:19,248 - mmaction - INFO - Epoch [66][820/3757] lr: 2.000e-03, eta: 1 day, 0:38:49, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.1572 2020-07-27 01:48:33,060 - mmaction - INFO - Epoch [66][840/3757] lr: 2.000e-03, eta: 1 day, 0:38:36, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.4086, loss: 1.4086, grad_norm: 5.9322 2020-07-27 01:48:47,027 - mmaction - INFO - Epoch [66][860/3757] lr: 2.000e-03, eta: 1 day, 0:38:22, time: 0.698, data_time: 0.003, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3682, loss: 1.3682, grad_norm: 5.7424 2020-07-27 01:49:01,165 - mmaction - INFO - Epoch [66][880/3757] lr: 2.000e-03, eta: 1 day, 0:38:09, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3758, loss: 1.3758, grad_norm: 5.8728 2020-07-27 01:49:14,621 - mmaction - INFO - Epoch [66][900/3757] lr: 2.000e-03, eta: 1 day, 0:37:55, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4427, loss: 1.4427, grad_norm: 6.0618 2020-07-27 01:49:28,300 - mmaction - INFO - Epoch [66][920/3757] lr: 2.000e-03, eta: 1 day, 0:37:42, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3393, loss: 1.3393, grad_norm: 5.9317 2020-07-27 01:49:42,425 - mmaction - INFO - Epoch [66][940/3757] lr: 2.000e-03, eta: 1 day, 0:37:28, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4292, loss: 1.4292, grad_norm: 6.0641 2020-07-27 01:49:55,920 - mmaction - INFO - Epoch [66][960/3757] lr: 2.000e-03, eta: 1 day, 0:37:15, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.7490 2020-07-27 01:50:09,468 - mmaction - INFO - Epoch [66][980/3757] lr: 2.000e-03, eta: 1 day, 0:37:01, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.2614 2020-07-27 01:50:22,871 - mmaction - INFO - Epoch [66][1000/3757] lr: 2.000e-03, eta: 1 day, 0:36:48, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3535, loss: 1.3535, grad_norm: 5.8911 2020-07-27 01:50:37,183 - mmaction - INFO - Epoch [66][1020/3757] lr: 2.000e-03, eta: 1 day, 0:36:34, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.9904 2020-07-27 01:50:51,597 - mmaction - INFO - Epoch [66][1040/3757] lr: 2.000e-03, eta: 1 day, 0:36:21, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.7198 2020-07-27 01:51:05,034 - mmaction - INFO - Epoch [66][1060/3757] lr: 2.000e-03, eta: 1 day, 0:36:08, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4677, loss: 1.4677, grad_norm: 6.1816 2020-07-27 01:51:18,926 - mmaction - INFO - Epoch [66][1080/3757] lr: 2.000e-03, eta: 1 day, 0:35:54, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4364, loss: 1.4364, grad_norm: 5.9748 2020-07-27 01:51:32,307 - mmaction - INFO - Epoch [66][1100/3757] lr: 2.000e-03, eta: 1 day, 0:35:40, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4905, loss: 1.4905, grad_norm: 6.1606 2020-07-27 01:51:45,972 - mmaction - INFO - Epoch [66][1120/3757] lr: 2.000e-03, eta: 1 day, 0:35:27, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.1728 2020-07-27 01:51:59,660 - mmaction - INFO - Epoch [66][1140/3757] lr: 2.000e-03, eta: 1 day, 0:35:13, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.8979 2020-07-27 01:52:14,137 - mmaction - INFO - Epoch [66][1160/3757] lr: 2.000e-03, eta: 1 day, 0:35:00, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.3861, loss: 1.3861, grad_norm: 5.9249 2020-07-27 01:52:27,993 - mmaction - INFO - Epoch [66][1180/3757] lr: 2.000e-03, eta: 1 day, 0:34:47, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.2624 2020-07-27 01:52:41,923 - mmaction - INFO - Epoch [66][1200/3757] lr: 2.000e-03, eta: 1 day, 0:34:33, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.2338 2020-07-27 01:52:55,290 - mmaction - INFO - Epoch [66][1220/3757] lr: 2.000e-03, eta: 1 day, 0:34:20, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.9895 2020-07-27 01:53:09,596 - mmaction - INFO - Epoch [66][1240/3757] lr: 2.000e-03, eta: 1 day, 0:34:07, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3881, loss: 1.3881, grad_norm: 6.0411 2020-07-27 01:53:23,619 - mmaction - INFO - Epoch [66][1260/3757] lr: 2.000e-03, eta: 1 day, 0:33:53, time: 0.701, data_time: 0.002, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4604, loss: 1.4604, grad_norm: 6.1472 2020-07-27 01:53:37,246 - mmaction - INFO - Epoch [66][1280/3757] lr: 2.000e-03, eta: 1 day, 0:33:40, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3750, loss: 1.3750, grad_norm: 5.8900 2020-07-27 01:53:51,008 - mmaction - INFO - Epoch [66][1300/3757] lr: 2.000e-03, eta: 1 day, 0:33:26, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4303, loss: 1.4303, grad_norm: 6.3006 2020-07-27 01:54:05,370 - mmaction - INFO - Epoch [66][1320/3757] lr: 2.000e-03, eta: 1 day, 0:33:13, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3635, loss: 1.3635, grad_norm: 5.7577 2020-07-27 01:54:19,052 - mmaction - INFO - Epoch [66][1340/3757] lr: 2.000e-03, eta: 1 day, 0:32:59, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.0270 2020-07-27 01:54:32,422 - mmaction - INFO - Epoch [66][1360/3757] lr: 2.000e-03, eta: 1 day, 0:32:46, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.1234 2020-07-27 01:54:46,070 - mmaction - INFO - Epoch [66][1380/3757] lr: 2.000e-03, eta: 1 day, 0:32:32, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.8524 2020-07-27 01:54:59,600 - mmaction - INFO - Epoch [66][1400/3757] lr: 2.000e-03, eta: 1 day, 0:32:19, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.0989 2020-07-27 01:55:13,719 - mmaction - INFO - Epoch [66][1420/3757] lr: 2.000e-03, eta: 1 day, 0:32:05, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3551, loss: 1.3551, grad_norm: 5.9769 2020-07-27 01:55:27,158 - mmaction - INFO - Epoch [66][1440/3757] lr: 2.000e-03, eta: 1 day, 0:31:52, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3374, loss: 1.3374, grad_norm: 5.8777 2020-07-27 01:55:41,177 - mmaction - INFO - Epoch [66][1460/3757] lr: 2.000e-03, eta: 1 day, 0:31:38, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4291, loss: 1.4291, grad_norm: 6.1024 2020-07-27 01:55:55,328 - mmaction - INFO - Epoch [66][1480/3757] lr: 2.000e-03, eta: 1 day, 0:31:25, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3544, loss: 1.3544, grad_norm: 5.9561 2020-07-27 01:56:08,923 - mmaction - INFO - Epoch [66][1500/3757] lr: 2.000e-03, eta: 1 day, 0:31:11, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8695, loss_cls: 1.3789, loss: 1.3789, grad_norm: 6.0097 2020-07-27 01:56:22,558 - mmaction - INFO - Epoch [66][1520/3757] lr: 2.000e-03, eta: 1 day, 0:30:58, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4421, loss: 1.4421, grad_norm: 6.1916 2020-07-27 01:56:36,960 - mmaction - INFO - Epoch [66][1540/3757] lr: 2.000e-03, eta: 1 day, 0:30:45, time: 0.718, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.3752, loss: 1.3752, grad_norm: 5.9876 2020-07-27 01:56:51,116 - mmaction - INFO - Epoch [66][1560/3757] lr: 2.000e-03, eta: 1 day, 0:30:32, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4506, loss: 1.4506, grad_norm: 6.0288 2020-07-27 01:57:05,551 - mmaction - INFO - Epoch [66][1580/3757] lr: 2.000e-03, eta: 1 day, 0:30:18, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3685, loss: 1.3685, grad_norm: 5.9232 2020-07-27 01:57:19,792 - mmaction - INFO - Epoch [66][1600/3757] lr: 2.000e-03, eta: 1 day, 0:30:05, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.8944 2020-07-27 01:57:33,663 - mmaction - INFO - Epoch [66][1620/3757] lr: 2.000e-03, eta: 1 day, 0:29:52, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.2949 2020-07-27 01:57:46,613 - mmaction - INFO - Epoch [66][1640/3757] lr: 2.000e-03, eta: 1 day, 0:29:38, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.0732 2020-07-27 01:58:01,364 - mmaction - INFO - Epoch [66][1660/3757] lr: 2.000e-03, eta: 1 day, 0:29:25, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.8858 2020-07-27 01:58:14,419 - mmaction - INFO - Epoch [66][1680/3757] lr: 2.000e-03, eta: 1 day, 0:29:11, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4479, loss: 1.4479, grad_norm: 6.0764 2020-07-27 01:58:27,977 - mmaction - INFO - Epoch [66][1700/3757] lr: 2.000e-03, eta: 1 day, 0:28:57, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3344, loss: 1.3344, grad_norm: 5.8670 2020-07-27 01:58:42,226 - mmaction - INFO - Epoch [66][1720/3757] lr: 2.000e-03, eta: 1 day, 0:28:44, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.1937 2020-07-27 01:58:56,136 - mmaction - INFO - Epoch [66][1740/3757] lr: 2.000e-03, eta: 1 day, 0:28:31, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.0906 2020-07-27 01:59:09,706 - mmaction - INFO - Epoch [66][1760/3757] lr: 2.000e-03, eta: 1 day, 0:28:17, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3731, loss: 1.3731, grad_norm: 5.8031 2020-07-27 01:59:23,838 - mmaction - INFO - Epoch [66][1780/3757] lr: 2.000e-03, eta: 1 day, 0:28:04, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.9095 2020-07-27 01:59:38,378 - mmaction - INFO - Epoch [66][1800/3757] lr: 2.000e-03, eta: 1 day, 0:27:51, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.3951, loss: 1.3951, grad_norm: 6.0603 2020-07-27 01:59:52,447 - mmaction - INFO - Epoch [66][1820/3757] lr: 2.000e-03, eta: 1 day, 0:27:37, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.2149 2020-07-27 02:00:08,627 - mmaction - INFO - Epoch [66][1840/3757] lr: 2.000e-03, eta: 1 day, 0:27:25, time: 0.807, data_time: 0.010, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.1744 2020-07-27 02:00:22,202 - mmaction - INFO - Epoch [66][1860/3757] lr: 2.000e-03, eta: 1 day, 0:27:12, time: 0.681, data_time: 0.017, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.9801 2020-07-27 02:00:35,609 - mmaction - INFO - Epoch [66][1880/3757] lr: 2.000e-03, eta: 1 day, 0:26:58, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3707, loss: 1.3707, grad_norm: 5.8876 2020-07-27 02:00:49,568 - mmaction - INFO - Epoch [66][1900/3757] lr: 2.000e-03, eta: 1 day, 0:26:45, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8570, loss_cls: 1.3920, loss: 1.3920, grad_norm: 6.0560 2020-07-27 02:01:03,228 - mmaction - INFO - Epoch [66][1920/3757] lr: 2.000e-03, eta: 1 day, 0:26:31, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.1549 2020-07-27 02:01:16,998 - mmaction - INFO - Epoch [66][1940/3757] lr: 2.000e-03, eta: 1 day, 0:26:18, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.0698 2020-07-27 02:01:31,920 - mmaction - INFO - Epoch [66][1960/3757] lr: 2.000e-03, eta: 1 day, 0:26:05, time: 0.750, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3789, loss: 1.3789, grad_norm: 5.9979 2020-07-27 02:01:46,255 - mmaction - INFO - Epoch [66][1980/3757] lr: 2.000e-03, eta: 1 day, 0:25:52, time: 0.717, data_time: 0.002, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3577, loss: 1.3577, grad_norm: 6.0173 2020-07-27 02:01:59,550 - mmaction - INFO - Epoch [66][2000/3757] lr: 2.000e-03, eta: 1 day, 0:25:38, time: 0.664, data_time: 0.002, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3492, loss: 1.3492, grad_norm: 5.8062 2020-07-27 02:02:14,092 - mmaction - INFO - Epoch [66][2020/3757] lr: 2.000e-03, eta: 1 day, 0:25:25, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3379, loss: 1.3379, grad_norm: 5.8942 2020-07-27 02:02:27,722 - mmaction - INFO - Epoch [66][2040/3757] lr: 2.000e-03, eta: 1 day, 0:25:11, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.1480 2020-07-27 02:02:41,873 - mmaction - INFO - Epoch [66][2060/3757] lr: 2.000e-03, eta: 1 day, 0:24:58, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.1535 2020-07-27 02:02:55,866 - mmaction - INFO - Epoch [66][2080/3757] lr: 2.000e-03, eta: 1 day, 0:24:45, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.1647 2020-07-27 02:03:09,405 - mmaction - INFO - Epoch [66][2100/3757] lr: 2.000e-03, eta: 1 day, 0:24:31, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.8663 2020-07-27 02:03:23,202 - mmaction - INFO - Epoch [66][2120/3757] lr: 2.000e-03, eta: 1 day, 0:24:17, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.8812 2020-07-27 02:03:36,689 - mmaction - INFO - Epoch [66][2140/3757] lr: 2.000e-03, eta: 1 day, 0:24:04, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.4222, loss: 1.4222, grad_norm: 6.0725 2020-07-27 02:03:50,855 - mmaction - INFO - Epoch [66][2160/3757] lr: 2.000e-03, eta: 1 day, 0:23:51, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4355, loss: 1.4355, grad_norm: 6.1632 2020-07-27 02:04:04,769 - mmaction - INFO - Epoch [66][2180/3757] lr: 2.000e-03, eta: 1 day, 0:23:37, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3922, loss: 1.3922, grad_norm: 5.9529 2020-07-27 02:04:19,265 - mmaction - INFO - Epoch [66][2200/3757] lr: 2.000e-03, eta: 1 day, 0:23:24, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.0770 2020-07-27 02:04:33,083 - mmaction - INFO - Epoch [66][2220/3757] lr: 2.000e-03, eta: 1 day, 0:23:11, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.9913 2020-07-27 02:04:47,347 - mmaction - INFO - Epoch [66][2240/3757] lr: 2.000e-03, eta: 1 day, 0:22:57, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4792, loss: 1.4792, grad_norm: 6.0687 2020-07-27 02:05:01,376 - mmaction - INFO - Epoch [66][2260/3757] lr: 2.000e-03, eta: 1 day, 0:22:44, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3914, loss: 1.3914, grad_norm: 5.9121 2020-07-27 02:05:14,508 - mmaction - INFO - Epoch [66][2280/3757] lr: 2.000e-03, eta: 1 day, 0:22:30, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.6870 2020-07-27 02:05:27,947 - mmaction - INFO - Epoch [66][2300/3757] lr: 2.000e-03, eta: 1 day, 0:22:17, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.1730 2020-07-27 02:05:41,660 - mmaction - INFO - Epoch [66][2320/3757] lr: 2.000e-03, eta: 1 day, 0:22:03, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3441, loss: 1.3441, grad_norm: 6.1595 2020-07-27 02:05:55,166 - mmaction - INFO - Epoch [66][2340/3757] lr: 2.000e-03, eta: 1 day, 0:21:49, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5251, loss: 1.5251, grad_norm: 6.1155 2020-07-27 02:06:08,959 - mmaction - INFO - Epoch [66][2360/3757] lr: 2.000e-03, eta: 1 day, 0:21:36, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4404, loss: 1.4404, grad_norm: 6.2741 2020-07-27 02:06:22,539 - mmaction - INFO - Epoch [66][2380/3757] lr: 2.000e-03, eta: 1 day, 0:21:22, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4505, loss: 1.4505, grad_norm: 6.1539 2020-07-27 02:06:36,503 - mmaction - INFO - Epoch [66][2400/3757] lr: 2.000e-03, eta: 1 day, 0:21:09, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.9548 2020-07-27 02:06:50,242 - mmaction - INFO - Epoch [66][2420/3757] lr: 2.000e-03, eta: 1 day, 0:20:55, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.0487 2020-07-27 02:07:03,549 - mmaction - INFO - Epoch [66][2440/3757] lr: 2.000e-03, eta: 1 day, 0:20:42, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4065, loss: 1.4065, grad_norm: 5.8155 2020-07-27 02:07:18,314 - mmaction - INFO - Epoch [66][2460/3757] lr: 2.000e-03, eta: 1 day, 0:20:29, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3685, loss: 1.3685, grad_norm: 5.8775 2020-07-27 02:07:31,936 - mmaction - INFO - Epoch [66][2480/3757] lr: 2.000e-03, eta: 1 day, 0:20:15, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4402, loss: 1.4402, grad_norm: 6.0575 2020-07-27 02:07:45,354 - mmaction - INFO - Epoch [66][2500/3757] lr: 2.000e-03, eta: 1 day, 0:20:02, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.1773 2020-07-27 02:07:59,831 - mmaction - INFO - Epoch [66][2520/3757] lr: 2.000e-03, eta: 1 day, 0:19:48, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3826, loss: 1.3826, grad_norm: 5.8972 2020-07-27 02:08:14,483 - mmaction - INFO - Epoch [66][2540/3757] lr: 2.000e-03, eta: 1 day, 0:19:35, time: 0.729, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3609, loss: 1.3609, grad_norm: 5.9055 2020-07-27 02:08:27,872 - mmaction - INFO - Epoch [66][2560/3757] lr: 2.000e-03, eta: 1 day, 0:19:22, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3771, loss: 1.3771, grad_norm: 5.9535 2020-07-27 02:08:42,124 - mmaction - INFO - Epoch [66][2580/3757] lr: 2.000e-03, eta: 1 day, 0:19:08, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3052, loss: 1.3052, grad_norm: 5.8707 2020-07-27 02:08:55,864 - mmaction - INFO - Epoch [66][2600/3757] lr: 2.000e-03, eta: 1 day, 0:18:55, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3960, loss: 1.3960, grad_norm: 5.7143 2020-07-27 02:09:09,990 - mmaction - INFO - Epoch [66][2620/3757] lr: 2.000e-03, eta: 1 day, 0:18:42, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.0642 2020-07-27 02:09:24,246 - mmaction - INFO - Epoch [66][2640/3757] lr: 2.000e-03, eta: 1 day, 0:18:28, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.9120 2020-07-27 02:09:37,812 - mmaction - INFO - Epoch [66][2660/3757] lr: 2.000e-03, eta: 1 day, 0:18:15, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.2601 2020-07-27 02:09:51,212 - mmaction - INFO - Epoch [66][2680/3757] lr: 2.000e-03, eta: 1 day, 0:18:01, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3656, loss: 1.3656, grad_norm: 5.8923 2020-07-27 02:10:05,239 - mmaction - INFO - Epoch [66][2700/3757] lr: 2.000e-03, eta: 1 day, 0:17:48, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.2797 2020-07-27 02:10:19,684 - mmaction - INFO - Epoch [66][2720/3757] lr: 2.000e-03, eta: 1 day, 0:17:35, time: 0.722, data_time: 0.002, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4221, loss: 1.4221, grad_norm: 6.1626 2020-07-27 02:10:34,124 - mmaction - INFO - Epoch [66][2740/3757] lr: 2.000e-03, eta: 1 day, 0:17:22, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.1827 2020-07-27 02:10:47,558 - mmaction - INFO - Epoch [66][2760/3757] lr: 2.000e-03, eta: 1 day, 0:17:08, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.5026, loss: 1.5026, grad_norm: 6.2147 2020-07-27 02:11:01,020 - mmaction - INFO - Epoch [66][2780/3757] lr: 2.000e-03, eta: 1 day, 0:16:54, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.0059 2020-07-27 02:11:15,070 - mmaction - INFO - Epoch [66][2800/3757] lr: 2.000e-03, eta: 1 day, 0:16:41, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3835, loss: 1.3835, grad_norm: 6.1841 2020-07-27 02:11:28,352 - mmaction - INFO - Epoch [66][2820/3757] lr: 2.000e-03, eta: 1 day, 0:16:27, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.1505 2020-07-27 02:11:42,800 - mmaction - INFO - Epoch [66][2840/3757] lr: 2.000e-03, eta: 1 day, 0:16:14, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.3809, loss: 1.3809, grad_norm: 5.9486 2020-07-27 02:11:56,817 - mmaction - INFO - Epoch [66][2860/3757] lr: 2.000e-03, eta: 1 day, 0:16:01, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.4875, loss: 1.4875, grad_norm: 6.2901 2020-07-27 02:12:10,968 - mmaction - INFO - Epoch [66][2880/3757] lr: 2.000e-03, eta: 1 day, 0:15:47, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.0411 2020-07-27 02:12:24,925 - mmaction - INFO - Epoch [66][2900/3757] lr: 2.000e-03, eta: 1 day, 0:15:34, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.1674 2020-07-27 02:12:40,099 - mmaction - INFO - Epoch [66][2920/3757] lr: 2.000e-03, eta: 1 day, 0:15:21, time: 0.761, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.0105 2020-07-27 02:12:53,404 - mmaction - INFO - Epoch [66][2940/3757] lr: 2.000e-03, eta: 1 day, 0:15:08, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4862, loss: 1.4862, grad_norm: 6.3113 2020-07-27 02:13:07,809 - mmaction - INFO - Epoch [66][2960/3757] lr: 2.000e-03, eta: 1 day, 0:14:54, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.0957 2020-07-27 02:13:20,998 - mmaction - INFO - Epoch [66][2980/3757] lr: 2.000e-03, eta: 1 day, 0:14:41, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.9390 2020-07-27 02:13:35,149 - mmaction - INFO - Epoch [66][3000/3757] lr: 2.000e-03, eta: 1 day, 0:14:27, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.0289 2020-07-27 02:13:49,171 - mmaction - INFO - Epoch [66][3020/3757] lr: 2.000e-03, eta: 1 day, 0:14:14, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4236, loss: 1.4236, grad_norm: 6.0822 2020-07-27 02:14:03,126 - mmaction - INFO - Epoch [66][3040/3757] lr: 2.000e-03, eta: 1 day, 0:14:01, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3460, loss: 1.3460, grad_norm: 5.7816 2020-07-27 02:14:16,503 - mmaction - INFO - Epoch [66][3060/3757] lr: 2.000e-03, eta: 1 day, 0:13:47, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4295, loss: 1.4295, grad_norm: 6.0981 2020-07-27 02:14:29,878 - mmaction - INFO - Epoch [66][3080/3757] lr: 2.000e-03, eta: 1 day, 0:13:33, time: 0.669, data_time: 0.003, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.9018 2020-07-27 02:14:43,504 - mmaction - INFO - Epoch [66][3100/3757] lr: 2.000e-03, eta: 1 day, 0:13:20, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.2511 2020-07-27 02:14:57,313 - mmaction - INFO - Epoch [66][3120/3757] lr: 2.000e-03, eta: 1 day, 0:13:06, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4361, loss: 1.4361, grad_norm: 6.0219 2020-07-27 02:15:10,910 - mmaction - INFO - Epoch [66][3140/3757] lr: 2.000e-03, eta: 1 day, 0:12:53, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.9071 2020-07-27 02:15:24,868 - mmaction - INFO - Epoch [66][3160/3757] lr: 2.000e-03, eta: 1 day, 0:12:39, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.1304 2020-07-27 02:15:38,477 - mmaction - INFO - Epoch [66][3180/3757] lr: 2.000e-03, eta: 1 day, 0:12:26, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3828, loss: 1.3828, grad_norm: 5.9258 2020-07-27 02:15:52,454 - mmaction - INFO - Epoch [66][3200/3757] lr: 2.000e-03, eta: 1 day, 0:12:12, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4951, loss: 1.4951, grad_norm: 6.0914 2020-07-27 02:16:06,280 - mmaction - INFO - Epoch [66][3220/3757] lr: 2.000e-03, eta: 1 day, 0:11:59, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3217, loss: 1.3217, grad_norm: 5.9735 2020-07-27 02:16:20,535 - mmaction - INFO - Epoch [66][3240/3757] lr: 2.000e-03, eta: 1 day, 0:11:46, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4458, loss: 1.4458, grad_norm: 6.0883 2020-07-27 02:16:34,300 - mmaction - INFO - Epoch [66][3260/3757] lr: 2.000e-03, eta: 1 day, 0:11:32, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.8584 2020-07-27 02:16:48,514 - mmaction - INFO - Epoch [66][3280/3757] lr: 2.000e-03, eta: 1 day, 0:11:19, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.1704 2020-07-27 02:17:02,217 - mmaction - INFO - Epoch [66][3300/3757] lr: 2.000e-03, eta: 1 day, 0:11:05, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8859, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.7905 2020-07-27 02:17:16,228 - mmaction - INFO - Epoch [66][3320/3757] lr: 2.000e-03, eta: 1 day, 0:10:52, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.2636 2020-07-27 02:17:29,722 - mmaction - INFO - Epoch [66][3340/3757] lr: 2.000e-03, eta: 1 day, 0:10:38, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.8691 2020-07-27 02:17:43,258 - mmaction - INFO - Epoch [66][3360/3757] lr: 2.000e-03, eta: 1 day, 0:10:25, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2962, loss: 1.2962, grad_norm: 5.6811 2020-07-27 02:17:56,959 - mmaction - INFO - Epoch [66][3380/3757] lr: 2.000e-03, eta: 1 day, 0:10:11, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.3891, loss: 1.3891, grad_norm: 5.9787 2020-07-27 02:18:11,489 - mmaction - INFO - Epoch [66][3400/3757] lr: 2.000e-03, eta: 1 day, 0:09:58, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.0047 2020-07-27 02:18:24,976 - mmaction - INFO - Epoch [66][3420/3757] lr: 2.000e-03, eta: 1 day, 0:09:44, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.0955 2020-07-27 02:18:38,684 - mmaction - INFO - Epoch [66][3440/3757] lr: 2.000e-03, eta: 1 day, 0:09:31, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.3957, loss: 1.3957, grad_norm: 6.0752 2020-07-27 02:18:52,875 - mmaction - INFO - Epoch [66][3460/3757] lr: 2.000e-03, eta: 1 day, 0:09:18, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4304, loss: 1.4304, grad_norm: 5.9251 2020-07-27 02:19:06,649 - mmaction - INFO - Epoch [66][3480/3757] lr: 2.000e-03, eta: 1 day, 0:09:04, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3452, loss: 1.3452, grad_norm: 5.9021 2020-07-27 02:19:21,252 - mmaction - INFO - Epoch [66][3500/3757] lr: 2.000e-03, eta: 1 day, 0:08:51, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.0836 2020-07-27 02:19:34,600 - mmaction - INFO - Epoch [66][3520/3757] lr: 2.000e-03, eta: 1 day, 0:08:37, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4414, loss: 1.4414, grad_norm: 6.1938 2020-07-27 02:19:48,816 - mmaction - INFO - Epoch [66][3540/3757] lr: 2.000e-03, eta: 1 day, 0:08:24, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4701, loss: 1.4701, grad_norm: 6.0144 2020-07-27 02:20:02,398 - mmaction - INFO - Epoch [66][3560/3757] lr: 2.000e-03, eta: 1 day, 0:08:11, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8648, loss_cls: 1.3761, loss: 1.3761, grad_norm: 5.9674 2020-07-27 02:20:15,761 - mmaction - INFO - Epoch [66][3580/3757] lr: 2.000e-03, eta: 1 day, 0:07:57, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.9063 2020-07-27 02:20:30,614 - mmaction - INFO - Epoch [66][3600/3757] lr: 2.000e-03, eta: 1 day, 0:07:44, time: 0.747, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.1263 2020-07-27 02:20:44,101 - mmaction - INFO - Epoch [66][3620/3757] lr: 2.000e-03, eta: 1 day, 0:07:30, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.9567 2020-07-27 02:20:58,007 - mmaction - INFO - Epoch [66][3640/3757] lr: 2.000e-03, eta: 1 day, 0:07:17, time: 0.695, data_time: 0.003, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.3787 2020-07-27 02:21:11,821 - mmaction - INFO - Epoch [66][3660/3757] lr: 2.000e-03, eta: 1 day, 0:07:03, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.1854 2020-07-27 02:21:25,522 - mmaction - INFO - Epoch [66][3680/3757] lr: 2.000e-03, eta: 1 day, 0:06:50, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4624, loss: 1.4624, grad_norm: 6.2795 2020-07-27 02:21:39,727 - mmaction - INFO - Epoch [66][3700/3757] lr: 2.000e-03, eta: 1 day, 0:06:37, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4686, loss: 1.4686, grad_norm: 6.1132 2020-07-27 02:21:54,042 - mmaction - INFO - Epoch [66][3720/3757] lr: 2.000e-03, eta: 1 day, 0:06:23, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.1912 2020-07-27 02:22:08,143 - mmaction - INFO - Epoch [66][3740/3757] lr: 2.000e-03, eta: 1 day, 0:06:10, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.9999 2020-07-27 02:22:20,458 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-07-27 02:22:45,895 - mmaction - INFO - Epoch [67][20/3757] lr: 2.000e-03, eta: 1 day, 0:05:44, time: 1.199, data_time: 0.574, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.1389 2020-07-27 02:22:58,298 - mmaction - INFO - Epoch [67][40/3757] lr: 2.000e-03, eta: 1 day, 0:05:30, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4229, loss: 1.4229, grad_norm: 6.0061 2020-07-27 02:23:12,650 - mmaction - INFO - Epoch [67][60/3757] lr: 2.000e-03, eta: 1 day, 0:05:17, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3897, loss: 1.3897, grad_norm: 5.9454 2020-07-27 02:23:26,096 - mmaction - INFO - Epoch [67][80/3757] lr: 2.000e-03, eta: 1 day, 0:05:03, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8664, loss_cls: 1.3507, loss: 1.3507, grad_norm: 6.0226 2020-07-27 02:23:39,611 - mmaction - INFO - Epoch [67][100/3757] lr: 2.000e-03, eta: 1 day, 0:04:50, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.1346 2020-07-27 02:23:53,372 - mmaction - INFO - Epoch [67][120/3757] lr: 2.000e-03, eta: 1 day, 0:04:36, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8477, loss_cls: 1.3845, loss: 1.3845, grad_norm: 5.8475 2020-07-27 02:24:06,606 - mmaction - INFO - Epoch [67][140/3757] lr: 2.000e-03, eta: 1 day, 0:04:22, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8383, loss_cls: 1.4179, loss: 1.4179, grad_norm: 5.8764 2020-07-27 02:24:21,310 - mmaction - INFO - Epoch [67][160/3757] lr: 2.000e-03, eta: 1 day, 0:04:09, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4812, loss: 1.4812, grad_norm: 6.0397 2020-07-27 02:24:35,393 - mmaction - INFO - Epoch [67][180/3757] lr: 2.000e-03, eta: 1 day, 0:03:56, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3981, loss: 1.3981, grad_norm: 6.1043 2020-07-27 02:24:49,247 - mmaction - INFO - Epoch [67][200/3757] lr: 2.000e-03, eta: 1 day, 0:03:43, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8445, loss_cls: 1.3865, loss: 1.3865, grad_norm: 5.9990 2020-07-27 02:25:03,330 - mmaction - INFO - Epoch [67][220/3757] lr: 2.000e-03, eta: 1 day, 0:03:29, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.1237 2020-07-27 02:25:17,052 - mmaction - INFO - Epoch [67][240/3757] lr: 2.000e-03, eta: 1 day, 0:03:16, time: 0.685, data_time: 0.001, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.9331 2020-07-27 02:25:31,141 - mmaction - INFO - Epoch [67][260/3757] lr: 2.000e-03, eta: 1 day, 0:03:03, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3536, loss: 1.3536, grad_norm: 5.9075 2020-07-27 02:25:44,496 - mmaction - INFO - Epoch [67][280/3757] lr: 2.000e-03, eta: 1 day, 0:02:49, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.8988 2020-07-27 02:25:58,572 - mmaction - INFO - Epoch [67][300/3757] lr: 2.000e-03, eta: 1 day, 0:02:35, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8633, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.1697 2020-07-27 02:26:12,214 - mmaction - INFO - Epoch [67][320/3757] lr: 2.000e-03, eta: 1 day, 0:02:22, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.9521 2020-07-27 02:26:26,427 - mmaction - INFO - Epoch [67][340/3757] lr: 2.000e-03, eta: 1 day, 0:02:09, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3637, loss: 1.3637, grad_norm: 6.1700 2020-07-27 02:26:39,561 - mmaction - INFO - Epoch [67][360/3757] lr: 2.000e-03, eta: 1 day, 0:01:55, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.9171 2020-07-27 02:26:53,820 - mmaction - INFO - Epoch [67][380/3757] lr: 2.000e-03, eta: 1 day, 0:01:42, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8727, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.9795 2020-07-27 02:27:07,966 - mmaction - INFO - Epoch [67][400/3757] lr: 2.000e-03, eta: 1 day, 0:01:28, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.1810 2020-07-27 02:27:21,793 - mmaction - INFO - Epoch [67][420/3757] lr: 2.000e-03, eta: 1 day, 0:01:15, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.3646, loss: 1.3646, grad_norm: 6.1705 2020-07-27 02:27:35,366 - mmaction - INFO - Epoch [67][440/3757] lr: 2.000e-03, eta: 1 day, 0:01:01, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3588, loss: 1.3588, grad_norm: 6.1861 2020-07-27 02:27:50,732 - mmaction - INFO - Epoch [67][460/3757] lr: 2.000e-03, eta: 1 day, 0:00:49, time: 0.771, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.1382 2020-07-27 02:28:04,097 - mmaction - INFO - Epoch [67][480/3757] lr: 2.000e-03, eta: 1 day, 0:00:35, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3997, loss: 1.3997, grad_norm: 6.0300 2020-07-27 02:28:18,580 - mmaction - INFO - Epoch [67][500/3757] lr: 2.000e-03, eta: 1 day, 0:00:22, time: 0.726, data_time: 0.008, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.3997, loss: 1.3997, grad_norm: 6.2868 2020-07-27 02:28:32,395 - mmaction - INFO - Epoch [67][520/3757] lr: 2.000e-03, eta: 1 day, 0:00:08, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.9232 2020-07-27 02:28:45,896 - mmaction - INFO - Epoch [67][540/3757] lr: 2.000e-03, eta: 23:59:55, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3731, loss: 1.3731, grad_norm: 6.1546 2020-07-27 02:28:59,382 - mmaction - INFO - Epoch [67][560/3757] lr: 2.000e-03, eta: 23:59:41, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.3820, loss: 1.3820, grad_norm: 6.0545 2020-07-27 02:29:13,534 - mmaction - INFO - Epoch [67][580/3757] lr: 2.000e-03, eta: 23:59:28, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.8940 2020-07-27 02:29:27,517 - mmaction - INFO - Epoch [67][600/3757] lr: 2.000e-03, eta: 23:59:14, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8648, loss_cls: 1.3413, loss: 1.3413, grad_norm: 5.9581 2020-07-27 02:29:41,550 - mmaction - INFO - Epoch [67][620/3757] lr: 2.000e-03, eta: 23:59:01, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.0295 2020-07-27 02:29:55,134 - mmaction - INFO - Epoch [67][640/3757] lr: 2.000e-03, eta: 23:58:47, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.4210, loss: 1.4210, grad_norm: 5.9099 2020-07-27 02:30:09,083 - mmaction - INFO - Epoch [67][660/3757] lr: 2.000e-03, eta: 23:58:34, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8727, loss_cls: 1.3659, loss: 1.3659, grad_norm: 6.2020 2020-07-27 02:30:22,792 - mmaction - INFO - Epoch [67][680/3757] lr: 2.000e-03, eta: 23:58:21, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.3986, loss: 1.3986, grad_norm: 6.0897 2020-07-27 02:30:36,333 - mmaction - INFO - Epoch [67][700/3757] lr: 2.000e-03, eta: 23:58:07, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3472, loss: 1.3472, grad_norm: 6.0418 2020-07-27 02:30:50,171 - mmaction - INFO - Epoch [67][720/3757] lr: 2.000e-03, eta: 23:57:53, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.9858 2020-07-27 02:31:05,515 - mmaction - INFO - Epoch [67][740/3757] lr: 2.000e-03, eta: 23:57:41, time: 0.767, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4056, loss: 1.4056, grad_norm: 5.9256 2020-07-27 02:31:18,462 - mmaction - INFO - Epoch [67][760/3757] lr: 2.000e-03, eta: 23:57:27, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3909, loss: 1.3909, grad_norm: 5.8213 2020-07-27 02:31:32,523 - mmaction - INFO - Epoch [67][780/3757] lr: 2.000e-03, eta: 23:57:14, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.2465 2020-07-27 02:31:46,895 - mmaction - INFO - Epoch [67][800/3757] lr: 2.000e-03, eta: 23:57:00, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4533, loss: 1.4533, grad_norm: 6.0895 2020-07-27 02:32:00,451 - mmaction - INFO - Epoch [67][820/3757] lr: 2.000e-03, eta: 23:56:47, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3344, loss: 1.3344, grad_norm: 6.0476 2020-07-27 02:32:14,810 - mmaction - INFO - Epoch [67][840/3757] lr: 2.000e-03, eta: 23:56:34, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.3987, loss: 1.3987, grad_norm: 6.1844 2020-07-27 02:32:28,210 - mmaction - INFO - Epoch [67][860/3757] lr: 2.000e-03, eta: 23:56:20, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3657, loss: 1.3657, grad_norm: 6.0464 2020-07-27 02:32:42,900 - mmaction - INFO - Epoch [67][880/3757] lr: 2.000e-03, eta: 23:56:07, time: 0.734, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.0245 2020-07-27 02:32:56,572 - mmaction - INFO - Epoch [67][900/3757] lr: 2.000e-03, eta: 23:55:53, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.8707 2020-07-27 02:33:09,886 - mmaction - INFO - Epoch [67][920/3757] lr: 2.000e-03, eta: 23:55:40, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3826, loss: 1.3826, grad_norm: 6.0161 2020-07-27 02:33:24,131 - mmaction - INFO - Epoch [67][940/3757] lr: 2.000e-03, eta: 23:55:26, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.3083 2020-07-27 02:33:38,903 - mmaction - INFO - Epoch [67][960/3757] lr: 2.000e-03, eta: 23:55:13, time: 0.738, data_time: 0.001, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.2118 2020-07-27 02:33:52,061 - mmaction - INFO - Epoch [67][980/3757] lr: 2.000e-03, eta: 23:55:00, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.1544 2020-07-27 02:34:05,839 - mmaction - INFO - Epoch [67][1000/3757] lr: 2.000e-03, eta: 23:54:46, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3942, loss: 1.3942, grad_norm: 6.2321 2020-07-27 02:34:19,717 - mmaction - INFO - Epoch [67][1020/3757] lr: 2.000e-03, eta: 23:54:33, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4327, loss: 1.4327, grad_norm: 6.2452 2020-07-27 02:34:34,493 - mmaction - INFO - Epoch [67][1040/3757] lr: 2.000e-03, eta: 23:54:20, time: 0.739, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4292, loss: 1.4292, grad_norm: 6.0078 2020-07-27 02:34:48,443 - mmaction - INFO - Epoch [67][1060/3757] lr: 2.000e-03, eta: 23:54:06, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4742, loss: 1.4742, grad_norm: 6.2075 2020-07-27 02:35:01,684 - mmaction - INFO - Epoch [67][1080/3757] lr: 2.000e-03, eta: 23:53:53, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8422, loss_cls: 1.3724, loss: 1.3724, grad_norm: 5.7656 2020-07-27 02:35:15,172 - mmaction - INFO - Epoch [67][1100/3757] lr: 2.000e-03, eta: 23:53:39, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.9832 2020-07-27 02:35:28,861 - mmaction - INFO - Epoch [67][1120/3757] lr: 2.000e-03, eta: 23:53:25, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4387, loss: 1.4387, grad_norm: 6.1018 2020-07-27 02:35:42,787 - mmaction - INFO - Epoch [67][1140/3757] lr: 2.000e-03, eta: 23:53:12, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4458, loss: 1.4458, grad_norm: 6.1823 2020-07-27 02:35:56,699 - mmaction - INFO - Epoch [67][1160/3757] lr: 2.000e-03, eta: 23:52:59, time: 0.695, data_time: 0.003, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3757, loss: 1.3757, grad_norm: 5.9416 2020-07-27 02:36:10,438 - mmaction - INFO - Epoch [67][1180/3757] lr: 2.000e-03, eta: 23:52:45, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.4141 2020-07-27 02:36:23,997 - mmaction - INFO - Epoch [67][1200/3757] lr: 2.000e-03, eta: 23:52:31, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.0063 2020-07-27 02:36:38,484 - mmaction - INFO - Epoch [67][1220/3757] lr: 2.000e-03, eta: 23:52:18, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.9190 2020-07-27 02:36:51,396 - mmaction - INFO - Epoch [67][1240/3757] lr: 2.000e-03, eta: 23:52:04, time: 0.646, data_time: 0.002, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.9726 2020-07-27 02:37:05,578 - mmaction - INFO - Epoch [67][1260/3757] lr: 2.000e-03, eta: 23:51:51, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4401, loss: 1.4401, grad_norm: 6.1742 2020-07-27 02:37:20,521 - mmaction - INFO - Epoch [67][1280/3757] lr: 2.000e-03, eta: 23:51:38, time: 0.750, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2293, loss: 1.2293, grad_norm: 5.8724 2020-07-27 02:37:33,679 - mmaction - INFO - Epoch [67][1300/3757] lr: 2.000e-03, eta: 23:51:24, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.2173 2020-07-27 02:37:47,616 - mmaction - INFO - Epoch [67][1320/3757] lr: 2.000e-03, eta: 23:51:11, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.0932 2020-07-27 02:38:01,250 - mmaction - INFO - Epoch [67][1340/3757] lr: 2.000e-03, eta: 23:50:57, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3525, loss: 1.3525, grad_norm: 5.9425 2020-07-27 02:38:15,163 - mmaction - INFO - Epoch [67][1360/3757] lr: 2.000e-03, eta: 23:50:44, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3928, loss: 1.3928, grad_norm: 5.9774 2020-07-27 02:38:29,369 - mmaction - INFO - Epoch [67][1380/3757] lr: 2.000e-03, eta: 23:50:31, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3640, loss: 1.3640, grad_norm: 6.0669 2020-07-27 02:38:42,872 - mmaction - INFO - Epoch [67][1400/3757] lr: 2.000e-03, eta: 23:50:17, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8539, loss_cls: 1.4489, loss: 1.4489, grad_norm: 6.1413 2020-07-27 02:38:56,810 - mmaction - INFO - Epoch [67][1420/3757] lr: 2.000e-03, eta: 23:50:04, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.1417 2020-07-27 02:39:10,763 - mmaction - INFO - Epoch [67][1440/3757] lr: 2.000e-03, eta: 23:49:50, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.0773 2020-07-27 02:39:24,821 - mmaction - INFO - Epoch [67][1460/3757] lr: 2.000e-03, eta: 23:49:37, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3818, loss: 1.3818, grad_norm: 6.0883 2020-07-27 02:39:38,654 - mmaction - INFO - Epoch [67][1480/3757] lr: 2.000e-03, eta: 23:49:23, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.6220 2020-07-27 02:39:52,812 - mmaction - INFO - Epoch [67][1500/3757] lr: 2.000e-03, eta: 23:49:10, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3608, loss: 1.3608, grad_norm: 6.2002 2020-07-27 02:40:06,719 - mmaction - INFO - Epoch [67][1520/3757] lr: 2.000e-03, eta: 23:48:57, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8703, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.0778 2020-07-27 02:40:20,534 - mmaction - INFO - Epoch [67][1540/3757] lr: 2.000e-03, eta: 23:48:43, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.0171 2020-07-27 02:40:33,973 - mmaction - INFO - Epoch [67][1560/3757] lr: 2.000e-03, eta: 23:48:30, time: 0.675, data_time: 0.009, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3753, loss: 1.3753, grad_norm: 6.2454 2020-07-27 02:40:48,916 - mmaction - INFO - Epoch [67][1580/3757] lr: 2.000e-03, eta: 23:48:17, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4301, loss: 1.4301, grad_norm: 6.2739 2020-07-27 02:41:02,771 - mmaction - INFO - Epoch [67][1600/3757] lr: 2.000e-03, eta: 23:48:03, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3410, loss: 1.3410, grad_norm: 5.8919 2020-07-27 02:41:17,049 - mmaction - INFO - Epoch [67][1620/3757] lr: 2.000e-03, eta: 23:47:50, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3602, loss: 1.3602, grad_norm: 6.0653 2020-07-27 02:41:30,663 - mmaction - INFO - Epoch [67][1640/3757] lr: 2.000e-03, eta: 23:47:36, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3734, loss: 1.3734, grad_norm: 6.0634 2020-07-27 02:41:44,380 - mmaction - INFO - Epoch [67][1660/3757] lr: 2.000e-03, eta: 23:47:23, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8664, loss_cls: 1.3359, loss: 1.3359, grad_norm: 6.0776 2020-07-27 02:41:58,035 - mmaction - INFO - Epoch [67][1680/3757] lr: 2.000e-03, eta: 23:47:09, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.1004 2020-07-27 02:42:11,438 - mmaction - INFO - Epoch [67][1700/3757] lr: 2.000e-03, eta: 23:46:56, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.0521 2020-07-27 02:42:25,146 - mmaction - INFO - Epoch [67][1720/3757] lr: 2.000e-03, eta: 23:46:42, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.2587 2020-07-27 02:42:39,981 - mmaction - INFO - Epoch [67][1740/3757] lr: 2.000e-03, eta: 23:46:29, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.2277 2020-07-27 02:42:53,197 - mmaction - INFO - Epoch [67][1760/3757] lr: 2.000e-03, eta: 23:46:15, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3664, loss: 1.3664, grad_norm: 6.0601 2020-07-27 02:43:07,512 - mmaction - INFO - Epoch [67][1780/3757] lr: 2.000e-03, eta: 23:46:02, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3392, loss: 1.3392, grad_norm: 5.9945 2020-07-27 02:43:20,937 - mmaction - INFO - Epoch [67][1800/3757] lr: 2.000e-03, eta: 23:45:49, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.2047 2020-07-27 02:43:35,100 - mmaction - INFO - Epoch [67][1820/3757] lr: 2.000e-03, eta: 23:45:35, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3894, loss: 1.3894, grad_norm: 6.0713 2020-07-27 02:43:48,636 - mmaction - INFO - Epoch [67][1840/3757] lr: 2.000e-03, eta: 23:45:22, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3921, loss: 1.3921, grad_norm: 6.2418 2020-07-27 02:44:02,117 - mmaction - INFO - Epoch [67][1860/3757] lr: 2.000e-03, eta: 23:45:08, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4682, loss: 1.4682, grad_norm: 6.2430 2020-07-27 02:44:15,880 - mmaction - INFO - Epoch [67][1880/3757] lr: 2.000e-03, eta: 23:44:55, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.1172 2020-07-27 02:44:29,414 - mmaction - INFO - Epoch [67][1900/3757] lr: 2.000e-03, eta: 23:44:41, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.1223 2020-07-27 02:44:43,721 - mmaction - INFO - Epoch [67][1920/3757] lr: 2.000e-03, eta: 23:44:28, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.2160 2020-07-27 02:44:58,572 - mmaction - INFO - Epoch [67][1940/3757] lr: 2.000e-03, eta: 23:44:15, time: 0.746, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.1237 2020-07-27 02:45:12,073 - mmaction - INFO - Epoch [67][1960/3757] lr: 2.000e-03, eta: 23:44:01, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.1217 2020-07-27 02:45:26,880 - mmaction - INFO - Epoch [67][1980/3757] lr: 2.000e-03, eta: 23:43:48, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3858, loss: 1.3858, grad_norm: 6.1323 2020-07-27 02:45:40,887 - mmaction - INFO - Epoch [67][2000/3757] lr: 2.000e-03, eta: 23:43:35, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3215, loss: 1.3215, grad_norm: 6.0324 2020-07-27 02:45:54,711 - mmaction - INFO - Epoch [67][2020/3757] lr: 2.000e-03, eta: 23:43:21, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3587, loss: 1.3587, grad_norm: 6.0688 2020-07-27 02:46:08,293 - mmaction - INFO - Epoch [67][2040/3757] lr: 2.000e-03, eta: 23:43:08, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3693, loss: 1.3693, grad_norm: 6.1278 2020-07-27 02:46:22,412 - mmaction - INFO - Epoch [67][2060/3757] lr: 2.000e-03, eta: 23:42:54, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3119, loss: 1.3119, grad_norm: 5.9193 2020-07-27 02:46:36,110 - mmaction - INFO - Epoch [67][2080/3757] lr: 2.000e-03, eta: 23:42:41, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3894, loss: 1.3894, grad_norm: 6.1010 2020-07-27 02:46:50,601 - mmaction - INFO - Epoch [67][2100/3757] lr: 2.000e-03, eta: 23:42:28, time: 0.724, data_time: 0.003, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3498, loss: 1.3498, grad_norm: 5.9673 2020-07-27 02:47:05,050 - mmaction - INFO - Epoch [67][2120/3757] lr: 2.000e-03, eta: 23:42:15, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.3101 2020-07-27 02:47:19,435 - mmaction - INFO - Epoch [67][2140/3757] lr: 2.000e-03, eta: 23:42:01, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.0369 2020-07-27 02:47:33,900 - mmaction - INFO - Epoch [67][2160/3757] lr: 2.000e-03, eta: 23:41:48, time: 0.721, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4030, loss: 1.4030, grad_norm: 6.2900 2020-07-27 02:47:47,420 - mmaction - INFO - Epoch [67][2180/3757] lr: 2.000e-03, eta: 23:41:35, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.0737 2020-07-27 02:48:03,215 - mmaction - INFO - Epoch [67][2200/3757] lr: 2.000e-03, eta: 23:41:22, time: 0.786, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.1388 2020-07-27 02:48:16,150 - mmaction - INFO - Epoch [67][2220/3757] lr: 2.000e-03, eta: 23:41:08, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.3555 2020-07-27 02:48:29,854 - mmaction - INFO - Epoch [67][2240/3757] lr: 2.000e-03, eta: 23:40:55, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3938, loss: 1.3938, grad_norm: 6.0707 2020-07-27 02:48:44,492 - mmaction - INFO - Epoch [67][2260/3757] lr: 2.000e-03, eta: 23:40:42, time: 0.731, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4315, loss: 1.4315, grad_norm: 6.0723 2020-07-27 02:48:58,287 - mmaction - INFO - Epoch [67][2280/3757] lr: 2.000e-03, eta: 23:40:28, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.3820, loss: 1.3820, grad_norm: 6.0445 2020-07-27 02:49:13,908 - mmaction - INFO - Epoch [67][2300/3757] lr: 2.000e-03, eta: 23:40:16, time: 0.779, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4490, loss: 1.4490, grad_norm: 6.0841 2020-07-27 02:49:27,011 - mmaction - INFO - Epoch [67][2320/3757] lr: 2.000e-03, eta: 23:40:02, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8398, loss_cls: 1.3956, loss: 1.3956, grad_norm: 5.9929 2020-07-27 02:49:41,519 - mmaction - INFO - Epoch [67][2340/3757] lr: 2.000e-03, eta: 23:39:49, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.1954 2020-07-27 02:49:55,526 - mmaction - INFO - Epoch [67][2360/3757] lr: 2.000e-03, eta: 23:39:35, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.0622 2020-07-27 02:50:09,342 - mmaction - INFO - Epoch [67][2380/3757] lr: 2.000e-03, eta: 23:39:22, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3965, loss: 1.3965, grad_norm: 6.1263 2020-07-27 02:50:23,799 - mmaction - INFO - Epoch [67][2400/3757] lr: 2.000e-03, eta: 23:39:09, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8492, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.2626 2020-07-27 02:50:38,208 - mmaction - INFO - Epoch [67][2420/3757] lr: 2.000e-03, eta: 23:38:55, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5305, loss: 1.5305, grad_norm: 6.1319 2020-07-27 02:50:51,743 - mmaction - INFO - Epoch [67][2440/3757] lr: 2.000e-03, eta: 23:38:42, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8328, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.9134 2020-07-27 02:51:05,332 - mmaction - INFO - Epoch [67][2460/3757] lr: 2.000e-03, eta: 23:38:28, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.8226 2020-07-27 02:51:19,279 - mmaction - INFO - Epoch [67][2480/3757] lr: 2.000e-03, eta: 23:38:15, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.1021 2020-07-27 02:51:32,980 - mmaction - INFO - Epoch [67][2500/3757] lr: 2.000e-03, eta: 23:38:01, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.1120 2020-07-27 02:51:46,700 - mmaction - INFO - Epoch [67][2520/3757] lr: 2.000e-03, eta: 23:37:48, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.1884 2020-07-27 02:52:00,758 - mmaction - INFO - Epoch [67][2540/3757] lr: 2.000e-03, eta: 23:37:34, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4986, loss: 1.4986, grad_norm: 6.1804 2020-07-27 02:52:14,848 - mmaction - INFO - Epoch [67][2560/3757] lr: 2.000e-03, eta: 23:37:21, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.9738 2020-07-27 02:52:29,451 - mmaction - INFO - Epoch [67][2580/3757] lr: 2.000e-03, eta: 23:37:08, time: 0.730, data_time: 0.003, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.0697 2020-07-27 02:52:44,172 - mmaction - INFO - Epoch [67][2600/3757] lr: 2.000e-03, eta: 23:36:55, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4485, loss: 1.4485, grad_norm: 6.1820 2020-07-27 02:52:57,359 - mmaction - INFO - Epoch [67][2620/3757] lr: 2.000e-03, eta: 23:36:41, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.9348 2020-07-27 02:53:12,522 - mmaction - INFO - Epoch [67][2640/3757] lr: 2.000e-03, eta: 23:36:28, time: 0.756, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.1976 2020-07-27 02:53:26,408 - mmaction - INFO - Epoch [67][2660/3757] lr: 2.000e-03, eta: 23:36:15, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.2110 2020-07-27 02:53:40,367 - mmaction - INFO - Epoch [67][2680/3757] lr: 2.000e-03, eta: 23:36:02, time: 0.697, data_time: 0.002, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.1528 2020-07-27 02:53:54,425 - mmaction - INFO - Epoch [67][2700/3757] lr: 2.000e-03, eta: 23:35:48, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.3198 2020-07-27 02:54:08,959 - mmaction - INFO - Epoch [67][2720/3757] lr: 2.000e-03, eta: 23:35:35, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8711, loss_cls: 1.3309, loss: 1.3309, grad_norm: 6.0312 2020-07-27 02:54:22,257 - mmaction - INFO - Epoch [67][2740/3757] lr: 2.000e-03, eta: 23:35:21, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.1533 2020-07-27 02:54:36,094 - mmaction - INFO - Epoch [67][2760/3757] lr: 2.000e-03, eta: 23:35:08, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.2685 2020-07-27 02:54:50,452 - mmaction - INFO - Epoch [67][2780/3757] lr: 2.000e-03, eta: 23:34:55, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.2372 2020-07-27 02:55:05,436 - mmaction - INFO - Epoch [67][2800/3757] lr: 2.000e-03, eta: 23:34:42, time: 0.754, data_time: 0.008, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5019, loss: 1.5019, grad_norm: 6.3316 2020-07-27 02:55:18,890 - mmaction - INFO - Epoch [67][2820/3757] lr: 2.000e-03, eta: 23:34:28, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.9495 2020-07-27 02:55:32,343 - mmaction - INFO - Epoch [67][2840/3757] lr: 2.000e-03, eta: 23:34:15, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8430, loss_cls: 1.4162, loss: 1.4162, grad_norm: 6.0210 2020-07-27 02:55:45,915 - mmaction - INFO - Epoch [67][2860/3757] lr: 2.000e-03, eta: 23:34:01, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4671, loss: 1.4671, grad_norm: 6.1663 2020-07-27 02:56:00,088 - mmaction - INFO - Epoch [67][2880/3757] lr: 2.000e-03, eta: 23:33:48, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.1225 2020-07-27 02:56:14,306 - mmaction - INFO - Epoch [67][2900/3757] lr: 2.000e-03, eta: 23:33:34, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4224, loss: 1.4224, grad_norm: 6.0757 2020-07-27 02:56:28,476 - mmaction - INFO - Epoch [67][2920/3757] lr: 2.000e-03, eta: 23:33:21, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.1132 2020-07-27 02:56:43,293 - mmaction - INFO - Epoch [67][2940/3757] lr: 2.000e-03, eta: 23:33:08, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3379, loss: 1.3379, grad_norm: 5.7980 2020-07-27 02:56:57,631 - mmaction - INFO - Epoch [67][2960/3757] lr: 2.000e-03, eta: 23:32:55, time: 0.722, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.3123, loss: 1.3123, grad_norm: 5.9084 2020-07-27 02:57:10,734 - mmaction - INFO - Epoch [67][2980/3757] lr: 2.000e-03, eta: 23:32:41, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3911, loss: 1.3911, grad_norm: 5.9628 2020-07-27 02:57:24,690 - mmaction - INFO - Epoch [67][3000/3757] lr: 2.000e-03, eta: 23:32:28, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.3861, loss: 1.3861, grad_norm: 6.1374 2020-07-27 02:57:38,135 - mmaction - INFO - Epoch [67][3020/3757] lr: 2.000e-03, eta: 23:32:14, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.3670, loss: 1.3670, grad_norm: 6.0617 2020-07-27 02:57:52,264 - mmaction - INFO - Epoch [67][3040/3757] lr: 2.000e-03, eta: 23:32:01, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3780, loss: 1.3780, grad_norm: 6.0297 2020-07-27 02:58:06,767 - mmaction - INFO - Epoch [67][3060/3757] lr: 2.000e-03, eta: 23:31:47, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8242, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.2066 2020-07-27 02:58:21,113 - mmaction - INFO - Epoch [67][3080/3757] lr: 2.000e-03, eta: 23:31:34, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4404, loss: 1.4404, grad_norm: 6.2552 2020-07-27 02:58:34,955 - mmaction - INFO - Epoch [67][3100/3757] lr: 2.000e-03, eta: 23:31:21, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3969, loss: 1.3969, grad_norm: 5.9118 2020-07-27 02:58:48,278 - mmaction - INFO - Epoch [67][3120/3757] lr: 2.000e-03, eta: 23:31:07, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.4904, loss: 1.4904, grad_norm: 6.3203 2020-07-27 02:59:02,330 - mmaction - INFO - Epoch [67][3140/3757] lr: 2.000e-03, eta: 23:30:54, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8672, loss_cls: 1.3690, loss: 1.3690, grad_norm: 6.1065 2020-07-27 02:59:15,978 - mmaction - INFO - Epoch [67][3160/3757] lr: 2.000e-03, eta: 23:30:40, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.1270 2020-07-27 02:59:30,133 - mmaction - INFO - Epoch [67][3180/3757] lr: 2.000e-03, eta: 23:30:27, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.0415 2020-07-27 02:59:44,069 - mmaction - INFO - Epoch [67][3200/3757] lr: 2.000e-03, eta: 23:30:13, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.9492 2020-07-27 02:59:58,520 - mmaction - INFO - Epoch [67][3220/3757] lr: 2.000e-03, eta: 23:30:00, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4046, loss: 1.4046, grad_norm: 6.0526 2020-07-27 03:00:13,343 - mmaction - INFO - Epoch [67][3240/3757] lr: 2.000e-03, eta: 23:29:47, time: 0.739, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.2270 2020-07-27 03:00:28,611 - mmaction - INFO - Epoch [67][3260/3757] lr: 2.000e-03, eta: 23:29:35, time: 0.769, data_time: 0.015, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.1612 2020-07-27 03:00:41,534 - mmaction - INFO - Epoch [67][3280/3757] lr: 2.000e-03, eta: 23:29:21, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3415, loss: 1.3415, grad_norm: 6.0142 2020-07-27 03:00:55,197 - mmaction - INFO - Epoch [67][3300/3757] lr: 2.000e-03, eta: 23:29:07, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.8870 2020-07-27 03:01:09,881 - mmaction - INFO - Epoch [67][3320/3757] lr: 2.000e-03, eta: 23:28:54, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.2546 2020-07-27 03:01:24,494 - mmaction - INFO - Epoch [67][3340/3757] lr: 2.000e-03, eta: 23:28:41, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.9569 2020-07-27 03:01:38,662 - mmaction - INFO - Epoch [67][3360/3757] lr: 2.000e-03, eta: 23:28:28, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.2090 2020-07-27 03:01:52,687 - mmaction - INFO - Epoch [67][3380/3757] lr: 2.000e-03, eta: 23:28:14, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.2367 2020-07-27 03:02:06,019 - mmaction - INFO - Epoch [67][3400/3757] lr: 2.000e-03, eta: 23:28:01, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4713, loss: 1.4713, grad_norm: 6.2793 2020-07-27 03:02:20,480 - mmaction - INFO - Epoch [67][3420/3757] lr: 2.000e-03, eta: 23:27:47, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.3527, loss: 1.3527, grad_norm: 6.0233 2020-07-27 03:02:33,970 - mmaction - INFO - Epoch [67][3440/3757] lr: 2.000e-03, eta: 23:27:34, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8328, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.1533 2020-07-27 03:02:47,733 - mmaction - INFO - Epoch [67][3460/3757] lr: 2.000e-03, eta: 23:27:20, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.4911, loss: 1.4911, grad_norm: 6.2767 2020-07-27 03:03:01,793 - mmaction - INFO - Epoch [67][3480/3757] lr: 2.000e-03, eta: 23:27:07, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.1888 2020-07-27 03:03:15,319 - mmaction - INFO - Epoch [67][3500/3757] lr: 2.000e-03, eta: 23:26:53, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.8209 2020-07-27 03:03:29,840 - mmaction - INFO - Epoch [67][3520/3757] lr: 2.000e-03, eta: 23:26:40, time: 0.725, data_time: 0.002, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.0395 2020-07-27 03:03:44,042 - mmaction - INFO - Epoch [67][3540/3757] lr: 2.000e-03, eta: 23:26:27, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4940, loss: 1.4940, grad_norm: 6.1873 2020-07-27 03:03:58,556 - mmaction - INFO - Epoch [67][3560/3757] lr: 2.000e-03, eta: 23:26:14, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.2173 2020-07-27 03:04:12,059 - mmaction - INFO - Epoch [67][3580/3757] lr: 2.000e-03, eta: 23:26:00, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8508, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.4237 2020-07-27 03:04:26,009 - mmaction - INFO - Epoch [67][3600/3757] lr: 2.000e-03, eta: 23:25:47, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.0152 2020-07-27 03:04:39,964 - mmaction - INFO - Epoch [67][3620/3757] lr: 2.000e-03, eta: 23:25:33, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4185, loss: 1.4185, grad_norm: 6.1901 2020-07-27 03:04:54,691 - mmaction - INFO - Epoch [67][3640/3757] lr: 2.000e-03, eta: 23:25:20, time: 0.736, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.0380 2020-07-27 03:05:08,241 - mmaction - INFO - Epoch [67][3660/3757] lr: 2.000e-03, eta: 23:25:07, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3777, loss: 1.3777, grad_norm: 6.1483 2020-07-27 03:05:22,323 - mmaction - INFO - Epoch [67][3680/3757] lr: 2.000e-03, eta: 23:24:53, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.0573 2020-07-27 03:05:36,570 - mmaction - INFO - Epoch [67][3700/3757] lr: 2.000e-03, eta: 23:24:40, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3476, loss: 1.3476, grad_norm: 6.1659 2020-07-27 03:05:49,999 - mmaction - INFO - Epoch [67][3720/3757] lr: 2.000e-03, eta: 23:24:26, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.1403 2020-07-27 03:06:03,762 - mmaction - INFO - Epoch [67][3740/3757] lr: 2.000e-03, eta: 23:24:13, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4606, loss: 1.4606, grad_norm: 6.1822 2020-07-27 03:06:15,724 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-07-27 03:06:41,166 - mmaction - INFO - Epoch [68][20/3757] lr: 2.000e-03, eta: 23:23:47, time: 1.223, data_time: 0.571, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.9381 2020-07-27 03:06:53,448 - mmaction - INFO - Epoch [68][40/3757] lr: 2.000e-03, eta: 23:23:33, time: 0.614, data_time: 0.002, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.3841, loss: 1.3841, grad_norm: 6.1644 2020-07-27 03:07:07,093 - mmaction - INFO - Epoch [68][60/3757] lr: 2.000e-03, eta: 23:23:20, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4328, loss: 1.4328, grad_norm: 6.1516 2020-07-27 03:07:20,305 - mmaction - INFO - Epoch [68][80/3757] lr: 2.000e-03, eta: 23:23:06, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3414, loss: 1.3414, grad_norm: 5.9949 2020-07-27 03:07:33,858 - mmaction - INFO - Epoch [68][100/3757] lr: 2.000e-03, eta: 23:22:52, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3148, loss: 1.3148, grad_norm: 5.9664 2020-07-27 03:07:47,747 - mmaction - INFO - Epoch [68][120/3757] lr: 2.000e-03, eta: 23:22:39, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3698, loss: 1.3698, grad_norm: 6.2608 2020-07-27 03:08:01,928 - mmaction - INFO - Epoch [68][140/3757] lr: 2.000e-03, eta: 23:22:25, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.4356, loss: 1.4356, grad_norm: 6.2715 2020-07-27 03:08:15,861 - mmaction - INFO - Epoch [68][160/3757] lr: 2.000e-03, eta: 23:22:12, time: 0.697, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.7900 2020-07-27 03:08:30,083 - mmaction - INFO - Epoch [68][180/3757] lr: 2.000e-03, eta: 23:21:59, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4045, loss: 1.4045, grad_norm: 6.2644 2020-07-27 03:08:44,231 - mmaction - INFO - Epoch [68][200/3757] lr: 2.000e-03, eta: 23:21:45, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3524, loss: 1.3524, grad_norm: 6.1736 2020-07-27 03:08:57,551 - mmaction - INFO - Epoch [68][220/3757] lr: 2.000e-03, eta: 23:21:32, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.0667 2020-07-27 03:09:10,699 - mmaction - INFO - Epoch [68][240/3757] lr: 2.000e-03, eta: 23:21:18, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.1106 2020-07-27 03:09:24,487 - mmaction - INFO - Epoch [68][260/3757] lr: 2.000e-03, eta: 23:21:04, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.0541 2020-07-27 03:09:38,126 - mmaction - INFO - Epoch [68][280/3757] lr: 2.000e-03, eta: 23:20:51, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.9491 2020-07-27 03:09:52,575 - mmaction - INFO - Epoch [68][300/3757] lr: 2.000e-03, eta: 23:20:38, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.0240 2020-07-27 03:10:06,182 - mmaction - INFO - Epoch [68][320/3757] lr: 2.000e-03, eta: 23:20:24, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3780, loss: 1.3780, grad_norm: 6.0158 2020-07-27 03:10:20,746 - mmaction - INFO - Epoch [68][340/3757] lr: 2.000e-03, eta: 23:20:11, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3599, loss: 1.3599, grad_norm: 6.1123 2020-07-27 03:10:35,352 - mmaction - INFO - Epoch [68][360/3757] lr: 2.000e-03, eta: 23:19:58, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.1121 2020-07-27 03:10:48,537 - mmaction - INFO - Epoch [68][380/3757] lr: 2.000e-03, eta: 23:19:44, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.0834 2020-07-27 03:11:02,653 - mmaction - INFO - Epoch [68][400/3757] lr: 2.000e-03, eta: 23:19:31, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.0282 2020-07-27 03:11:16,058 - mmaction - INFO - Epoch [68][420/3757] lr: 2.000e-03, eta: 23:19:17, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.3032 2020-07-27 03:11:30,366 - mmaction - INFO - Epoch [68][440/3757] lr: 2.000e-03, eta: 23:19:04, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3666, loss: 1.3666, grad_norm: 6.0648 2020-07-27 03:11:44,004 - mmaction - INFO - Epoch [68][460/3757] lr: 2.000e-03, eta: 23:18:50, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3631, loss: 1.3631, grad_norm: 5.9796 2020-07-27 03:11:57,557 - mmaction - INFO - Epoch [68][480/3757] lr: 2.000e-03, eta: 23:18:37, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5068, loss: 1.5068, grad_norm: 6.3532 2020-07-27 03:12:12,704 - mmaction - INFO - Epoch [68][500/3757] lr: 2.000e-03, eta: 23:18:24, time: 0.755, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3857, loss: 1.3857, grad_norm: 6.1398 2020-07-27 03:12:26,371 - mmaction - INFO - Epoch [68][520/3757] lr: 2.000e-03, eta: 23:18:10, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.2920 2020-07-27 03:12:40,630 - mmaction - INFO - Epoch [68][540/3757] lr: 2.000e-03, eta: 23:17:57, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3738, loss: 1.3738, grad_norm: 6.2925 2020-07-27 03:12:54,049 - mmaction - INFO - Epoch [68][560/3757] lr: 2.000e-03, eta: 23:17:43, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4742, loss: 1.4742, grad_norm: 6.3409 2020-07-27 03:13:08,057 - mmaction - INFO - Epoch [68][580/3757] lr: 2.000e-03, eta: 23:17:30, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8508, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.3454 2020-07-27 03:13:22,163 - mmaction - INFO - Epoch [68][600/3757] lr: 2.000e-03, eta: 23:17:17, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3521, loss: 1.3521, grad_norm: 6.0706 2020-07-27 03:13:36,198 - mmaction - INFO - Epoch [68][620/3757] lr: 2.000e-03, eta: 23:17:03, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4113, loss: 1.4113, grad_norm: 5.9941 2020-07-27 03:13:49,980 - mmaction - INFO - Epoch [68][640/3757] lr: 2.000e-03, eta: 23:16:50, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3828, loss: 1.3828, grad_norm: 6.1919 2020-07-27 03:14:03,734 - mmaction - INFO - Epoch [68][660/3757] lr: 2.000e-03, eta: 23:16:36, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.0979 2020-07-27 03:14:17,596 - mmaction - INFO - Epoch [68][680/3757] lr: 2.000e-03, eta: 23:16:23, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.0855 2020-07-27 03:14:31,513 - mmaction - INFO - Epoch [68][700/3757] lr: 2.000e-03, eta: 23:16:09, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.1948 2020-07-27 03:14:45,505 - mmaction - INFO - Epoch [68][720/3757] lr: 2.000e-03, eta: 23:15:56, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8734, loss_cls: 1.2939, loss: 1.2939, grad_norm: 6.0903 2020-07-27 03:14:59,021 - mmaction - INFO - Epoch [68][740/3757] lr: 2.000e-03, eta: 23:15:42, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4106, loss: 1.4106, grad_norm: 6.3284 2020-07-27 03:15:12,378 - mmaction - INFO - Epoch [68][760/3757] lr: 2.000e-03, eta: 23:15:29, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.9258 2020-07-27 03:15:26,556 - mmaction - INFO - Epoch [68][780/3757] lr: 2.000e-03, eta: 23:15:15, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.2307 2020-07-27 03:15:41,308 - mmaction - INFO - Epoch [68][800/3757] lr: 2.000e-03, eta: 23:15:02, time: 0.739, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3441, loss: 1.3441, grad_norm: 6.3390 2020-07-27 03:15:54,591 - mmaction - INFO - Epoch [68][820/3757] lr: 2.000e-03, eta: 23:14:49, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.9514 2020-07-27 03:16:08,535 - mmaction - INFO - Epoch [68][840/3757] lr: 2.000e-03, eta: 23:14:35, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2840, loss: 1.2840, grad_norm: 6.0689 2020-07-27 03:16:23,372 - mmaction - INFO - Epoch [68][860/3757] lr: 2.000e-03, eta: 23:14:22, time: 0.740, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4602, loss: 1.4602, grad_norm: 6.1373 2020-07-27 03:16:36,691 - mmaction - INFO - Epoch [68][880/3757] lr: 2.000e-03, eta: 23:14:08, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4261, loss: 1.4261, grad_norm: 6.1525 2020-07-27 03:16:50,501 - mmaction - INFO - Epoch [68][900/3757] lr: 2.000e-03, eta: 23:13:55, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.1231 2020-07-27 03:17:04,966 - mmaction - INFO - Epoch [68][920/3757] lr: 2.000e-03, eta: 23:13:42, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3291, loss: 1.3291, grad_norm: 6.0778 2020-07-27 03:17:19,033 - mmaction - INFO - Epoch [68][940/3757] lr: 2.000e-03, eta: 23:13:28, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4090, loss: 1.4090, grad_norm: 6.1150 2020-07-27 03:17:32,332 - mmaction - INFO - Epoch [68][960/3757] lr: 2.000e-03, eta: 23:13:15, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.1804 2020-07-27 03:17:46,811 - mmaction - INFO - Epoch [68][980/3757] lr: 2.000e-03, eta: 23:13:02, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3528, loss: 1.3528, grad_norm: 5.8930 2020-07-27 03:18:00,131 - mmaction - INFO - Epoch [68][1000/3757] lr: 2.000e-03, eta: 23:12:48, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4087, loss: 1.4087, grad_norm: 6.0114 2020-07-27 03:18:14,418 - mmaction - INFO - Epoch [68][1020/3757] lr: 2.000e-03, eta: 23:12:35, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.1059 2020-07-27 03:18:27,971 - mmaction - INFO - Epoch [68][1040/3757] lr: 2.000e-03, eta: 23:12:21, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3725, loss: 1.3725, grad_norm: 6.2867 2020-07-27 03:18:42,388 - mmaction - INFO - Epoch [68][1060/3757] lr: 2.000e-03, eta: 23:12:08, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.2323 2020-07-27 03:18:56,042 - mmaction - INFO - Epoch [68][1080/3757] lr: 2.000e-03, eta: 23:11:54, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.1095 2020-07-27 03:19:10,154 - mmaction - INFO - Epoch [68][1100/3757] lr: 2.000e-03, eta: 23:11:41, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4256, loss: 1.4256, grad_norm: 6.4008 2020-07-27 03:19:24,411 - mmaction - INFO - Epoch [68][1120/3757] lr: 2.000e-03, eta: 23:11:28, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3987, loss: 1.3987, grad_norm: 6.1200 2020-07-27 03:19:38,947 - mmaction - INFO - Epoch [68][1140/3757] lr: 2.000e-03, eta: 23:11:15, time: 0.726, data_time: 0.011, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.3079 2020-07-27 03:19:52,984 - mmaction - INFO - Epoch [68][1160/3757] lr: 2.000e-03, eta: 23:11:01, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3338, loss: 1.3338, grad_norm: 5.9324 2020-07-27 03:20:06,034 - mmaction - INFO - Epoch [68][1180/3757] lr: 2.000e-03, eta: 23:10:47, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3791, loss: 1.3791, grad_norm: 6.2330 2020-07-27 03:20:19,782 - mmaction - INFO - Epoch [68][1200/3757] lr: 2.000e-03, eta: 23:10:34, time: 0.688, data_time: 0.002, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4966, loss: 1.4966, grad_norm: 6.3741 2020-07-27 03:20:34,080 - mmaction - INFO - Epoch [68][1220/3757] lr: 2.000e-03, eta: 23:10:21, time: 0.713, data_time: 0.002, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8789, loss_cls: 1.3153, loss: 1.3153, grad_norm: 6.0163 2020-07-27 03:20:47,413 - mmaction - INFO - Epoch [68][1240/3757] lr: 2.000e-03, eta: 23:10:07, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3707, loss: 1.3707, grad_norm: 6.0103 2020-07-27 03:21:01,002 - mmaction - INFO - Epoch [68][1260/3757] lr: 2.000e-03, eta: 23:09:53, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.1491 2020-07-27 03:21:14,874 - mmaction - INFO - Epoch [68][1280/3757] lr: 2.000e-03, eta: 23:09:40, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.3042, loss: 1.3042, grad_norm: 6.1885 2020-07-27 03:21:28,797 - mmaction - INFO - Epoch [68][1300/3757] lr: 2.000e-03, eta: 23:09:26, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8773, loss_cls: 1.2981, loss: 1.2981, grad_norm: 6.2186 2020-07-27 03:21:43,292 - mmaction - INFO - Epoch [68][1320/3757] lr: 2.000e-03, eta: 23:09:13, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.3938 2020-07-27 03:21:56,979 - mmaction - INFO - Epoch [68][1340/3757] lr: 2.000e-03, eta: 23:09:00, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.3640 2020-07-27 03:22:10,657 - mmaction - INFO - Epoch [68][1360/3757] lr: 2.000e-03, eta: 23:08:46, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.3170 2020-07-27 03:22:24,424 - mmaction - INFO - Epoch [68][1380/3757] lr: 2.000e-03, eta: 23:08:33, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3266, loss: 1.3266, grad_norm: 5.8931 2020-07-27 03:22:38,443 - mmaction - INFO - Epoch [68][1400/3757] lr: 2.000e-03, eta: 23:08:19, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.3035 2020-07-27 03:22:52,254 - mmaction - INFO - Epoch [68][1420/3757] lr: 2.000e-03, eta: 23:08:06, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.2933 2020-07-27 03:23:06,153 - mmaction - INFO - Epoch [68][1440/3757] lr: 2.000e-03, eta: 23:07:52, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.2343 2020-07-27 03:23:20,076 - mmaction - INFO - Epoch [68][1460/3757] lr: 2.000e-03, eta: 23:07:39, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3596, loss: 1.3596, grad_norm: 6.1488 2020-07-27 03:23:34,360 - mmaction - INFO - Epoch [68][1480/3757] lr: 2.000e-03, eta: 23:07:26, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.2814, loss: 1.2814, grad_norm: 5.9598 2020-07-27 03:23:48,234 - mmaction - INFO - Epoch [68][1500/3757] lr: 2.000e-03, eta: 23:07:12, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.4036, loss: 1.4036, grad_norm: 6.1634 2020-07-27 03:24:01,558 - mmaction - INFO - Epoch [68][1520/3757] lr: 2.000e-03, eta: 23:06:58, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.1228 2020-07-27 03:24:15,597 - mmaction - INFO - Epoch [68][1540/3757] lr: 2.000e-03, eta: 23:06:45, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3753, loss: 1.3753, grad_norm: 5.9077 2020-07-27 03:24:29,713 - mmaction - INFO - Epoch [68][1560/3757] lr: 2.000e-03, eta: 23:06:32, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.2012 2020-07-27 03:24:43,825 - mmaction - INFO - Epoch [68][1580/3757] lr: 2.000e-03, eta: 23:06:18, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.4862, loss: 1.4862, grad_norm: 6.2630 2020-07-27 03:24:57,820 - mmaction - INFO - Epoch [68][1600/3757] lr: 2.000e-03, eta: 23:06:05, time: 0.696, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3082, loss: 1.3082, grad_norm: 5.8853 2020-07-27 03:25:11,553 - mmaction - INFO - Epoch [68][1620/3757] lr: 2.000e-03, eta: 23:05:51, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.2521 2020-07-27 03:25:25,586 - mmaction - INFO - Epoch [68][1640/3757] lr: 2.000e-03, eta: 23:05:38, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4859, loss: 1.4859, grad_norm: 6.2296 2020-07-27 03:25:39,749 - mmaction - INFO - Epoch [68][1660/3757] lr: 2.000e-03, eta: 23:05:25, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.5024, loss: 1.5024, grad_norm: 6.3700 2020-07-27 03:25:53,446 - mmaction - INFO - Epoch [68][1680/3757] lr: 2.000e-03, eta: 23:05:11, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.2543 2020-07-27 03:26:07,759 - mmaction - INFO - Epoch [68][1700/3757] lr: 2.000e-03, eta: 23:04:58, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3413, loss: 1.3413, grad_norm: 6.2110 2020-07-27 03:26:21,333 - mmaction - INFO - Epoch [68][1720/3757] lr: 2.000e-03, eta: 23:04:44, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4653, loss: 1.4653, grad_norm: 6.2853 2020-07-27 03:26:35,154 - mmaction - INFO - Epoch [68][1740/3757] lr: 2.000e-03, eta: 23:04:31, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3716, loss: 1.3716, grad_norm: 6.0964 2020-07-27 03:26:48,957 - mmaction - INFO - Epoch [68][1760/3757] lr: 2.000e-03, eta: 23:04:17, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3786, loss: 1.3786, grad_norm: 6.0249 2020-07-27 03:27:02,862 - mmaction - INFO - Epoch [68][1780/3757] lr: 2.000e-03, eta: 23:04:04, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.1578 2020-07-27 03:27:16,691 - mmaction - INFO - Epoch [68][1800/3757] lr: 2.000e-03, eta: 23:03:50, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3568, loss: 1.3568, grad_norm: 6.1881 2020-07-27 03:27:32,563 - mmaction - INFO - Epoch [68][1820/3757] lr: 2.000e-03, eta: 23:03:38, time: 0.797, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4673, loss: 1.4673, grad_norm: 6.3157 2020-07-27 03:27:46,068 - mmaction - INFO - Epoch [68][1840/3757] lr: 2.000e-03, eta: 23:03:24, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.1069 2020-07-27 03:27:59,228 - mmaction - INFO - Epoch [68][1860/3757] lr: 2.000e-03, eta: 23:03:11, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3534, loss: 1.3534, grad_norm: 6.2887 2020-07-27 03:28:12,826 - mmaction - INFO - Epoch [68][1880/3757] lr: 2.000e-03, eta: 23:02:57, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4552, loss: 1.4552, grad_norm: 6.3570 2020-07-27 03:28:27,904 - mmaction - INFO - Epoch [68][1900/3757] lr: 2.000e-03, eta: 23:02:44, time: 0.756, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.2509 2020-07-27 03:28:40,908 - mmaction - INFO - Epoch [68][1920/3757] lr: 2.000e-03, eta: 23:02:30, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.3926, loss: 1.3926, grad_norm: 6.0854 2020-07-27 03:28:55,164 - mmaction - INFO - Epoch [68][1940/3757] lr: 2.000e-03, eta: 23:02:17, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4354, loss: 1.4354, grad_norm: 6.3450 2020-07-27 03:29:08,654 - mmaction - INFO - Epoch [68][1960/3757] lr: 2.000e-03, eta: 23:02:03, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.3758, loss: 1.3758, grad_norm: 6.1579 2020-07-27 03:29:23,234 - mmaction - INFO - Epoch [68][1980/3757] lr: 2.000e-03, eta: 23:01:50, time: 0.732, data_time: 0.009, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4535, loss: 1.4535, grad_norm: 6.3586 2020-07-27 03:29:37,579 - mmaction - INFO - Epoch [68][2000/3757] lr: 2.000e-03, eta: 23:01:37, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8758, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.3026 2020-07-27 03:29:50,959 - mmaction - INFO - Epoch [68][2020/3757] lr: 2.000e-03, eta: 23:01:23, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.3030 2020-07-27 03:30:05,527 - mmaction - INFO - Epoch [68][2040/3757] lr: 2.000e-03, eta: 23:01:10, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3641, loss: 1.3641, grad_norm: 6.0862 2020-07-27 03:30:19,578 - mmaction - INFO - Epoch [68][2060/3757] lr: 2.000e-03, eta: 23:00:57, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3587, loss: 1.3587, grad_norm: 6.0926 2020-07-27 03:30:33,977 - mmaction - INFO - Epoch [68][2080/3757] lr: 2.000e-03, eta: 23:00:44, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4306, loss: 1.4306, grad_norm: 6.4262 2020-07-27 03:30:47,651 - mmaction - INFO - Epoch [68][2100/3757] lr: 2.000e-03, eta: 23:00:30, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4329, loss: 1.4329, grad_norm: 6.1607 2020-07-27 03:31:01,902 - mmaction - INFO - Epoch [68][2120/3757] lr: 2.000e-03, eta: 23:00:17, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3612, loss: 1.3612, grad_norm: 6.1773 2020-07-27 03:31:15,243 - mmaction - INFO - Epoch [68][2140/3757] lr: 2.000e-03, eta: 23:00:03, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3614, loss: 1.3614, grad_norm: 6.1411 2020-07-27 03:31:29,089 - mmaction - INFO - Epoch [68][2160/3757] lr: 2.000e-03, eta: 22:59:50, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4216, loss: 1.4216, grad_norm: 6.1145 2020-07-27 03:31:42,918 - mmaction - INFO - Epoch [68][2180/3757] lr: 2.000e-03, eta: 22:59:36, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3272, loss: 1.3272, grad_norm: 6.0784 2020-07-27 03:31:57,227 - mmaction - INFO - Epoch [68][2200/3757] lr: 2.000e-03, eta: 22:59:23, time: 0.716, data_time: 0.002, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3374, loss: 1.3374, grad_norm: 6.0775 2020-07-27 03:32:11,219 - mmaction - INFO - Epoch [68][2220/3757] lr: 2.000e-03, eta: 22:59:09, time: 0.699, data_time: 0.002, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.0459 2020-07-27 03:32:25,367 - mmaction - INFO - Epoch [68][2240/3757] lr: 2.000e-03, eta: 22:58:56, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3223, loss: 1.3223, grad_norm: 6.1223 2020-07-27 03:32:38,926 - mmaction - INFO - Epoch [68][2260/3757] lr: 2.000e-03, eta: 22:58:42, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.2943 2020-07-27 03:32:53,189 - mmaction - INFO - Epoch [68][2280/3757] lr: 2.000e-03, eta: 22:58:29, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4496, loss: 1.4496, grad_norm: 6.1344 2020-07-27 03:33:06,708 - mmaction - INFO - Epoch [68][2300/3757] lr: 2.000e-03, eta: 22:58:16, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3757, loss: 1.3757, grad_norm: 6.1655 2020-07-27 03:33:20,143 - mmaction - INFO - Epoch [68][2320/3757] lr: 2.000e-03, eta: 22:58:02, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.2256 2020-07-27 03:33:33,798 - mmaction - INFO - Epoch [68][2340/3757] lr: 2.000e-03, eta: 22:57:48, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.3102 2020-07-27 03:33:47,751 - mmaction - INFO - Epoch [68][2360/3757] lr: 2.000e-03, eta: 22:57:35, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.4604, loss: 1.4604, grad_norm: 6.1791 2020-07-27 03:34:01,453 - mmaction - INFO - Epoch [68][2380/3757] lr: 2.000e-03, eta: 22:57:21, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8820, loss_cls: 1.3121, loss: 1.3121, grad_norm: 6.0628 2020-07-27 03:34:16,001 - mmaction - INFO - Epoch [68][2400/3757] lr: 2.000e-03, eta: 22:57:08, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4868, loss: 1.4868, grad_norm: 6.3375 2020-07-27 03:34:30,429 - mmaction - INFO - Epoch [68][2420/3757] lr: 2.000e-03, eta: 22:56:55, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.2591 2020-07-27 03:34:44,359 - mmaction - INFO - Epoch [68][2440/3757] lr: 2.000e-03, eta: 22:56:42, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.1650 2020-07-27 03:34:59,536 - mmaction - INFO - Epoch [68][2460/3757] lr: 2.000e-03, eta: 22:56:29, time: 0.760, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4395, loss: 1.4395, grad_norm: 6.3114 2020-07-27 03:35:12,729 - mmaction - INFO - Epoch [68][2480/3757] lr: 2.000e-03, eta: 22:56:15, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3597, loss: 1.3597, grad_norm: 6.1249 2020-07-27 03:35:26,310 - mmaction - INFO - Epoch [68][2500/3757] lr: 2.000e-03, eta: 22:56:01, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.4207, loss: 1.4207, grad_norm: 6.1001 2020-07-27 03:35:40,392 - mmaction - INFO - Epoch [68][2520/3757] lr: 2.000e-03, eta: 22:55:48, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4452, loss: 1.4452, grad_norm: 6.1560 2020-07-27 03:35:53,710 - mmaction - INFO - Epoch [68][2540/3757] lr: 2.000e-03, eta: 22:55:34, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.3597 2020-07-27 03:36:07,569 - mmaction - INFO - Epoch [68][2560/3757] lr: 2.000e-03, eta: 22:55:21, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4531, loss: 1.4531, grad_norm: 6.2149 2020-07-27 03:36:21,742 - mmaction - INFO - Epoch [68][2580/3757] lr: 2.000e-03, eta: 22:55:08, time: 0.715, data_time: 0.009, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.4009, loss: 1.4009, grad_norm: 6.3379 2020-07-27 03:36:36,267 - mmaction - INFO - Epoch [68][2600/3757] lr: 2.000e-03, eta: 22:54:54, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3746, loss: 1.3746, grad_norm: 6.1412 2020-07-27 03:36:50,094 - mmaction - INFO - Epoch [68][2620/3757] lr: 2.000e-03, eta: 22:54:41, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.0580 2020-07-27 03:37:05,014 - mmaction - INFO - Epoch [68][2640/3757] lr: 2.000e-03, eta: 22:54:28, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.1933 2020-07-27 03:37:18,281 - mmaction - INFO - Epoch [68][2660/3757] lr: 2.000e-03, eta: 22:54:14, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4151, loss: 1.4151, grad_norm: 6.0662 2020-07-27 03:37:32,408 - mmaction - INFO - Epoch [68][2680/3757] lr: 2.000e-03, eta: 22:54:01, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3918, loss: 1.3918, grad_norm: 6.1385 2020-07-27 03:37:45,640 - mmaction - INFO - Epoch [68][2700/3757] lr: 2.000e-03, eta: 22:53:47, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.3119, loss: 1.3119, grad_norm: 6.1880 2020-07-27 03:37:59,393 - mmaction - INFO - Epoch [68][2720/3757] lr: 2.000e-03, eta: 22:53:34, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.4940, loss: 1.4940, grad_norm: 6.2599 2020-07-27 03:38:13,471 - mmaction - INFO - Epoch [68][2740/3757] lr: 2.000e-03, eta: 22:53:20, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3999, loss: 1.3999, grad_norm: 6.2021 2020-07-27 03:38:27,769 - mmaction - INFO - Epoch [68][2760/3757] lr: 2.000e-03, eta: 22:53:07, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4618, loss: 1.4618, grad_norm: 6.3048 2020-07-27 03:38:42,362 - mmaction - INFO - Epoch [68][2780/3757] lr: 2.000e-03, eta: 22:52:54, time: 0.732, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3654, loss: 1.3654, grad_norm: 6.2442 2020-07-27 03:38:56,109 - mmaction - INFO - Epoch [68][2800/3757] lr: 2.000e-03, eta: 22:52:40, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.8855 2020-07-27 03:39:09,955 - mmaction - INFO - Epoch [68][2820/3757] lr: 2.000e-03, eta: 22:52:27, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.3136 2020-07-27 03:39:24,244 - mmaction - INFO - Epoch [68][2840/3757] lr: 2.000e-03, eta: 22:52:14, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3839, loss: 1.3839, grad_norm: 5.9377 2020-07-27 03:39:37,772 - mmaction - INFO - Epoch [68][2860/3757] lr: 2.000e-03, eta: 22:52:00, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.0970 2020-07-27 03:39:51,920 - mmaction - INFO - Epoch [68][2880/3757] lr: 2.000e-03, eta: 22:51:47, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.1328 2020-07-27 03:40:05,774 - mmaction - INFO - Epoch [68][2900/3757] lr: 2.000e-03, eta: 22:51:33, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3806, loss: 1.3806, grad_norm: 6.0618 2020-07-27 03:40:20,296 - mmaction - INFO - Epoch [68][2920/3757] lr: 2.000e-03, eta: 22:51:20, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4613, loss: 1.4613, grad_norm: 6.1673 2020-07-27 03:40:35,127 - mmaction - INFO - Epoch [68][2940/3757] lr: 2.000e-03, eta: 22:51:07, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.1908 2020-07-27 03:40:49,426 - mmaction - INFO - Epoch [68][2960/3757] lr: 2.000e-03, eta: 22:50:54, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.3899, loss: 1.3899, grad_norm: 6.1739 2020-07-27 03:41:02,684 - mmaction - INFO - Epoch [68][2980/3757] lr: 2.000e-03, eta: 22:50:40, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4506, loss: 1.4506, grad_norm: 6.2307 2020-07-27 03:41:16,449 - mmaction - INFO - Epoch [68][3000/3757] lr: 2.000e-03, eta: 22:50:27, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3802, loss: 1.3802, grad_norm: 6.2096 2020-07-27 03:41:29,713 - mmaction - INFO - Epoch [68][3020/3757] lr: 2.000e-03, eta: 22:50:13, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3087, loss: 1.3087, grad_norm: 6.1022 2020-07-27 03:41:43,505 - mmaction - INFO - Epoch [68][3040/3757] lr: 2.000e-03, eta: 22:49:59, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.4621 2020-07-27 03:41:57,430 - mmaction - INFO - Epoch [68][3060/3757] lr: 2.000e-03, eta: 22:49:46, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4299, loss: 1.4299, grad_norm: 6.3320 2020-07-27 03:42:11,589 - mmaction - INFO - Epoch [68][3080/3757] lr: 2.000e-03, eta: 22:49:33, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8578, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.2241 2020-07-27 03:42:25,479 - mmaction - INFO - Epoch [68][3100/3757] lr: 2.000e-03, eta: 22:49:19, time: 0.694, data_time: 0.002, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3862, loss: 1.3862, grad_norm: 6.1723 2020-07-27 03:42:39,520 - mmaction - INFO - Epoch [68][3120/3757] lr: 2.000e-03, eta: 22:49:06, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4355, loss: 1.4355, grad_norm: 6.3570 2020-07-27 03:42:53,004 - mmaction - INFO - Epoch [68][3140/3757] lr: 2.000e-03, eta: 22:48:52, time: 0.681, data_time: 0.009, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.2786 2020-07-27 03:43:07,934 - mmaction - INFO - Epoch [68][3160/3757] lr: 2.000e-03, eta: 22:48:39, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.0918 2020-07-27 03:43:21,312 - mmaction - INFO - Epoch [68][3180/3757] lr: 2.000e-03, eta: 22:48:25, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.1319 2020-07-27 03:43:35,449 - mmaction - INFO - Epoch [68][3200/3757] lr: 2.000e-03, eta: 22:48:12, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4045, loss: 1.4045, grad_norm: 6.1944 2020-07-27 03:43:49,233 - mmaction - INFO - Epoch [68][3220/3757] lr: 2.000e-03, eta: 22:47:59, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.1217 2020-07-27 03:44:02,812 - mmaction - INFO - Epoch [68][3240/3757] lr: 2.000e-03, eta: 22:47:45, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.1983 2020-07-27 03:44:17,713 - mmaction - INFO - Epoch [68][3260/3757] lr: 2.000e-03, eta: 22:47:32, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4429, loss: 1.4429, grad_norm: 6.2193 2020-07-27 03:44:30,962 - mmaction - INFO - Epoch [68][3280/3757] lr: 2.000e-03, eta: 22:47:18, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8234, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.4712 2020-07-27 03:44:44,964 - mmaction - INFO - Epoch [68][3300/3757] lr: 2.000e-03, eta: 22:47:05, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.3008 2020-07-27 03:44:58,538 - mmaction - INFO - Epoch [68][3320/3757] lr: 2.000e-03, eta: 22:46:51, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4187, loss: 1.4187, grad_norm: 6.2790 2020-07-27 03:45:12,456 - mmaction - INFO - Epoch [68][3340/3757] lr: 2.000e-03, eta: 22:46:38, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.3483, loss: 1.3483, grad_norm: 5.8940 2020-07-27 03:45:26,441 - mmaction - INFO - Epoch [68][3360/3757] lr: 2.000e-03, eta: 22:46:24, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.2518 2020-07-27 03:45:40,268 - mmaction - INFO - Epoch [68][3380/3757] lr: 2.000e-03, eta: 22:46:11, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4718, loss: 1.4718, grad_norm: 6.4257 2020-07-27 03:45:53,921 - mmaction - INFO - Epoch [68][3400/3757] lr: 2.000e-03, eta: 22:45:57, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3988, loss: 1.3988, grad_norm: 6.3071 2020-07-27 03:46:07,563 - mmaction - INFO - Epoch [68][3420/3757] lr: 2.000e-03, eta: 22:45:44, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4344, loss: 1.4344, grad_norm: 6.0912 2020-07-27 03:46:21,235 - mmaction - INFO - Epoch [68][3440/3757] lr: 2.000e-03, eta: 22:45:30, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4603, loss: 1.4603, grad_norm: 6.1967 2020-07-27 03:46:35,782 - mmaction - INFO - Epoch [68][3460/3757] lr: 2.000e-03, eta: 22:45:17, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.9478 2020-07-27 03:46:49,465 - mmaction - INFO - Epoch [68][3480/3757] lr: 2.000e-03, eta: 22:45:03, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.0204 2020-07-27 03:47:03,306 - mmaction - INFO - Epoch [68][3500/3757] lr: 2.000e-03, eta: 22:44:50, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.3068 2020-07-27 03:47:16,943 - mmaction - INFO - Epoch [68][3520/3757] lr: 2.000e-03, eta: 22:44:36, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.3029, loss: 1.3029, grad_norm: 6.1106 2020-07-27 03:47:30,610 - mmaction - INFO - Epoch [68][3540/3757] lr: 2.000e-03, eta: 22:44:23, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3757, loss: 1.3757, grad_norm: 6.1328 2020-07-27 03:47:44,229 - mmaction - INFO - Epoch [68][3560/3757] lr: 2.000e-03, eta: 22:44:09, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4022, loss: 1.4022, grad_norm: 6.2658 2020-07-27 03:47:59,003 - mmaction - INFO - Epoch [68][3580/3757] lr: 2.000e-03, eta: 22:43:56, time: 0.743, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3784, loss: 1.3784, grad_norm: 6.1185 2020-07-27 03:48:12,903 - mmaction - INFO - Epoch [68][3600/3757] lr: 2.000e-03, eta: 22:43:43, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8461, loss_cls: 1.3668, loss: 1.3668, grad_norm: 6.0830 2020-07-27 03:48:26,336 - mmaction - INFO - Epoch [68][3620/3757] lr: 2.000e-03, eta: 22:43:29, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3964, loss: 1.3964, grad_norm: 6.1803 2020-07-27 03:48:39,921 - mmaction - INFO - Epoch [68][3640/3757] lr: 2.000e-03, eta: 22:43:16, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.9876 2020-07-27 03:48:54,612 - mmaction - INFO - Epoch [68][3660/3757] lr: 2.000e-03, eta: 22:43:02, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3593, loss: 1.3593, grad_norm: 6.0753 2020-07-27 03:49:07,741 - mmaction - INFO - Epoch [68][3680/3757] lr: 2.000e-03, eta: 22:42:49, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3929, loss: 1.3929, grad_norm: 6.0445 2020-07-27 03:49:21,628 - mmaction - INFO - Epoch [68][3700/3757] lr: 2.000e-03, eta: 22:42:35, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4026, loss: 1.4026, grad_norm: 6.1143 2020-07-27 03:49:35,172 - mmaction - INFO - Epoch [68][3720/3757] lr: 2.000e-03, eta: 22:42:22, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3419, loss: 1.3419, grad_norm: 6.0094 2020-07-27 03:49:49,761 - mmaction - INFO - Epoch [68][3740/3757] lr: 2.000e-03, eta: 22:42:08, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4144, loss: 1.4144, grad_norm: 6.2065 2020-07-27 03:50:01,501 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-27 03:50:24,545 - mmaction - INFO - Epoch [69][20/3757] lr: 2.000e-03, eta: 22:41:42, time: 1.096, data_time: 0.416, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3966, loss: 1.3966, grad_norm: 6.1523 2020-07-27 03:50:37,302 - mmaction - INFO - Epoch [69][40/3757] lr: 2.000e-03, eta: 22:41:28, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3938, loss: 1.3938, grad_norm: 6.2825 2020-07-27 03:50:51,021 - mmaction - INFO - Epoch [69][60/3757] lr: 2.000e-03, eta: 22:41:14, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.2572 2020-07-27 03:51:05,341 - mmaction - INFO - Epoch [69][80/3757] lr: 2.000e-03, eta: 22:41:01, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3720, loss: 1.3720, grad_norm: 6.1386 2020-07-27 03:51:19,430 - mmaction - INFO - Epoch [69][100/3757] lr: 2.000e-03, eta: 22:40:48, time: 0.704, data_time: 0.002, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.3263 2020-07-27 03:51:33,541 - mmaction - INFO - Epoch [69][120/3757] lr: 2.000e-03, eta: 22:40:34, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.9227 2020-07-27 03:51:46,825 - mmaction - INFO - Epoch [69][140/3757] lr: 2.000e-03, eta: 22:40:21, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.4419, loss: 1.4419, grad_norm: 6.1909 2020-07-27 03:52:00,063 - mmaction - INFO - Epoch [69][160/3757] lr: 2.000e-03, eta: 22:40:07, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.1933 2020-07-27 03:52:14,644 - mmaction - INFO - Epoch [69][180/3757] lr: 2.000e-03, eta: 22:39:54, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3570, loss: 1.3570, grad_norm: 6.1881 2020-07-27 03:52:28,219 - mmaction - INFO - Epoch [69][200/3757] lr: 2.000e-03, eta: 22:39:40, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.1485 2020-07-27 03:52:43,428 - mmaction - INFO - Epoch [69][220/3757] lr: 2.000e-03, eta: 22:39:27, time: 0.764, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8352, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.1454 2020-07-27 03:52:56,566 - mmaction - INFO - Epoch [69][240/3757] lr: 2.000e-03, eta: 22:39:13, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.3044, loss: 1.3044, grad_norm: 6.0545 2020-07-27 03:53:10,372 - mmaction - INFO - Epoch [69][260/3757] lr: 2.000e-03, eta: 22:39:00, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.0808 2020-07-27 03:53:23,879 - mmaction - INFO - Epoch [69][280/3757] lr: 2.000e-03, eta: 22:38:46, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4263, loss: 1.4263, grad_norm: 6.2669 2020-07-27 03:53:37,090 - mmaction - INFO - Epoch [69][300/3757] lr: 2.000e-03, eta: 22:38:32, time: 0.661, data_time: 0.002, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8742, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.4574 2020-07-27 03:53:51,956 - mmaction - INFO - Epoch [69][320/3757] lr: 2.000e-03, eta: 22:38:19, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.2696 2020-07-27 03:54:05,520 - mmaction - INFO - Epoch [69][340/3757] lr: 2.000e-03, eta: 22:38:06, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8422, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.9861 2020-07-27 03:54:20,134 - mmaction - INFO - Epoch [69][360/3757] lr: 2.000e-03, eta: 22:37:53, time: 0.728, data_time: 0.004, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.4118, loss: 1.4118, grad_norm: 6.2074 2020-07-27 03:54:33,294 - mmaction - INFO - Epoch [69][380/3757] lr: 2.000e-03, eta: 22:37:39, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.2602 2020-07-27 03:54:47,774 - mmaction - INFO - Epoch [69][400/3757] lr: 2.000e-03, eta: 22:37:26, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3358, loss: 1.3358, grad_norm: 6.1306 2020-07-27 03:55:01,352 - mmaction - INFO - Epoch [69][420/3757] lr: 2.000e-03, eta: 22:37:12, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3041, loss: 1.3041, grad_norm: 6.1583 2020-07-27 03:55:15,434 - mmaction - INFO - Epoch [69][440/3757] lr: 2.000e-03, eta: 22:36:59, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.8812 2020-07-27 03:55:28,999 - mmaction - INFO - Epoch [69][460/3757] lr: 2.000e-03, eta: 22:36:45, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4151, loss: 1.4151, grad_norm: 6.2092 2020-07-27 03:55:44,123 - mmaction - INFO - Epoch [69][480/3757] lr: 2.000e-03, eta: 22:36:32, time: 0.757, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.0411 2020-07-27 03:55:57,728 - mmaction - INFO - Epoch [69][500/3757] lr: 2.000e-03, eta: 22:36:19, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3964, loss: 1.3964, grad_norm: 6.2362 2020-07-27 03:56:11,808 - mmaction - INFO - Epoch [69][520/3757] lr: 2.000e-03, eta: 22:36:05, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4210, loss: 1.4210, grad_norm: 6.2133 2020-07-27 03:56:25,117 - mmaction - INFO - Epoch [69][540/3757] lr: 2.000e-03, eta: 22:35:52, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4397, loss: 1.4397, grad_norm: 6.0987 2020-07-27 03:56:38,973 - mmaction - INFO - Epoch [69][560/3757] lr: 2.000e-03, eta: 22:35:38, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8883, loss_cls: 1.2366, loss: 1.2366, grad_norm: 6.0534 2020-07-27 03:56:53,456 - mmaction - INFO - Epoch [69][580/3757] lr: 2.000e-03, eta: 22:35:25, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.1917 2020-07-27 03:57:07,401 - mmaction - INFO - Epoch [69][600/3757] lr: 2.000e-03, eta: 22:35:12, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.3407, loss: 1.3407, grad_norm: 6.3303 2020-07-27 03:57:20,983 - mmaction - INFO - Epoch [69][620/3757] lr: 2.000e-03, eta: 22:34:58, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3430, loss: 1.3430, grad_norm: 6.2475 2020-07-27 03:57:35,056 - mmaction - INFO - Epoch [69][640/3757] lr: 2.000e-03, eta: 22:34:45, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.4294 2020-07-27 03:57:49,589 - mmaction - INFO - Epoch [69][660/3757] lr: 2.000e-03, eta: 22:34:31, time: 0.726, data_time: 0.002, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8711, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.4182 2020-07-27 03:58:03,633 - mmaction - INFO - Epoch [69][680/3757] lr: 2.000e-03, eta: 22:34:18, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.1879 2020-07-27 03:58:17,403 - mmaction - INFO - Epoch [69][700/3757] lr: 2.000e-03, eta: 22:34:05, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3371, loss: 1.3371, grad_norm: 6.2141 2020-07-27 03:58:31,308 - mmaction - INFO - Epoch [69][720/3757] lr: 2.000e-03, eta: 22:33:51, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.3197 2020-07-27 03:58:45,236 - mmaction - INFO - Epoch [69][740/3757] lr: 2.000e-03, eta: 22:33:38, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.9992 2020-07-27 03:58:59,511 - mmaction - INFO - Epoch [69][760/3757] lr: 2.000e-03, eta: 22:33:24, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3768, loss: 1.3768, grad_norm: 6.4258 2020-07-27 03:59:13,195 - mmaction - INFO - Epoch [69][780/3757] lr: 2.000e-03, eta: 22:33:11, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.1460 2020-07-27 03:59:26,573 - mmaction - INFO - Epoch [69][800/3757] lr: 2.000e-03, eta: 22:32:57, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3104, loss: 1.3104, grad_norm: 6.1939 2020-07-27 03:59:41,450 - mmaction - INFO - Epoch [69][820/3757] lr: 2.000e-03, eta: 22:32:44, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.1849 2020-07-27 03:59:55,548 - mmaction - INFO - Epoch [69][840/3757] lr: 2.000e-03, eta: 22:32:31, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3021, loss: 1.3021, grad_norm: 6.0474 2020-07-27 04:00:11,237 - mmaction - INFO - Epoch [69][860/3757] lr: 2.000e-03, eta: 22:32:18, time: 0.782, data_time: 0.016, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4318, loss: 1.4318, grad_norm: 6.2441 2020-07-27 04:00:24,392 - mmaction - INFO - Epoch [69][880/3757] lr: 2.000e-03, eta: 22:32:04, time: 0.662, data_time: 0.019, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3422, loss: 1.3422, grad_norm: 6.1364 2020-07-27 04:00:38,447 - mmaction - INFO - Epoch [69][900/3757] lr: 2.000e-03, eta: 22:31:51, time: 0.702, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.2935 2020-07-27 04:00:51,904 - mmaction - INFO - Epoch [69][920/3757] lr: 2.000e-03, eta: 22:31:37, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.4063, loss: 1.4063, grad_norm: 5.9391 2020-07-27 04:01:06,211 - mmaction - INFO - Epoch [69][940/3757] lr: 2.000e-03, eta: 22:31:24, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3374, loss: 1.3374, grad_norm: 6.1808 2020-07-27 04:01:21,136 - mmaction - INFO - Epoch [69][960/3757] lr: 2.000e-03, eta: 22:31:11, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.3167 2020-07-27 04:01:36,122 - mmaction - INFO - Epoch [69][980/3757] lr: 2.000e-03, eta: 22:30:58, time: 0.749, data_time: 0.002, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3727, loss: 1.3727, grad_norm: 6.2053 2020-07-27 04:01:49,707 - mmaction - INFO - Epoch [69][1000/3757] lr: 2.000e-03, eta: 22:30:45, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.0991 2020-07-27 04:02:03,018 - mmaction - INFO - Epoch [69][1020/3757] lr: 2.000e-03, eta: 22:30:31, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.2502 2020-07-27 04:02:17,114 - mmaction - INFO - Epoch [69][1040/3757] lr: 2.000e-03, eta: 22:30:17, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8508, loss_cls: 1.3730, loss: 1.3730, grad_norm: 6.2243 2020-07-27 04:02:31,007 - mmaction - INFO - Epoch [69][1060/3757] lr: 2.000e-03, eta: 22:30:04, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.1619 2020-07-27 04:02:45,179 - mmaction - INFO - Epoch [69][1080/3757] lr: 2.000e-03, eta: 22:29:51, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4249, loss: 1.4249, grad_norm: 6.2789 2020-07-27 04:02:58,977 - mmaction - INFO - Epoch [69][1100/3757] lr: 2.000e-03, eta: 22:29:37, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3714, loss: 1.3714, grad_norm: 6.0424 2020-07-27 04:03:13,627 - mmaction - INFO - Epoch [69][1120/3757] lr: 2.000e-03, eta: 22:29:24, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8664, loss_cls: 1.4144, loss: 1.4144, grad_norm: 6.2111 2020-07-27 04:03:26,939 - mmaction - INFO - Epoch [69][1140/3757] lr: 2.000e-03, eta: 22:29:10, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.3319, loss: 1.3319, grad_norm: 6.0979 2020-07-27 04:03:40,761 - mmaction - INFO - Epoch [69][1160/3757] lr: 2.000e-03, eta: 22:28:57, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3903, loss: 1.3903, grad_norm: 6.2709 2020-07-27 04:03:55,010 - mmaction - INFO - Epoch [69][1180/3757] lr: 2.000e-03, eta: 22:28:43, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.1685 2020-07-27 04:04:08,612 - mmaction - INFO - Epoch [69][1200/3757] lr: 2.000e-03, eta: 22:28:30, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4968, loss: 1.4968, grad_norm: 6.3043 2020-07-27 04:04:22,599 - mmaction - INFO - Epoch [69][1220/3757] lr: 2.000e-03, eta: 22:28:16, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.3104 2020-07-27 04:04:35,947 - mmaction - INFO - Epoch [69][1240/3757] lr: 2.000e-03, eta: 22:28:03, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.2605 2020-07-27 04:04:49,849 - mmaction - INFO - Epoch [69][1260/3757] lr: 2.000e-03, eta: 22:27:49, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.1929 2020-07-27 04:05:04,568 - mmaction - INFO - Epoch [69][1280/3757] lr: 2.000e-03, eta: 22:27:36, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3560, loss: 1.3560, grad_norm: 6.2743 2020-07-27 04:05:18,555 - mmaction - INFO - Epoch [69][1300/3757] lr: 2.000e-03, eta: 22:27:23, time: 0.698, data_time: 0.002, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3551, loss: 1.3551, grad_norm: 6.2064 2020-07-27 04:05:32,789 - mmaction - INFO - Epoch [69][1320/3757] lr: 2.000e-03, eta: 22:27:10, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.2983 2020-07-27 04:05:45,987 - mmaction - INFO - Epoch [69][1340/3757] lr: 2.000e-03, eta: 22:26:56, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3953, loss: 1.3953, grad_norm: 6.2681 2020-07-27 04:05:59,816 - mmaction - INFO - Epoch [69][1360/3757] lr: 2.000e-03, eta: 22:26:42, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.4378 2020-07-27 04:06:13,479 - mmaction - INFO - Epoch [69][1380/3757] lr: 2.000e-03, eta: 22:26:29, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4493, loss: 1.4493, grad_norm: 6.2551 2020-07-27 04:06:26,904 - mmaction - INFO - Epoch [69][1400/3757] lr: 2.000e-03, eta: 22:26:15, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4245, loss: 1.4245, grad_norm: 6.3612 2020-07-27 04:06:41,213 - mmaction - INFO - Epoch [69][1420/3757] lr: 2.000e-03, eta: 22:26:02, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3704, loss: 1.3704, grad_norm: 6.2945 2020-07-27 04:06:54,948 - mmaction - INFO - Epoch [69][1440/3757] lr: 2.000e-03, eta: 22:25:48, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.1384 2020-07-27 04:07:09,159 - mmaction - INFO - Epoch [69][1460/3757] lr: 2.000e-03, eta: 22:25:35, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.4542 2020-07-27 04:07:23,744 - mmaction - INFO - Epoch [69][1480/3757] lr: 2.000e-03, eta: 22:25:22, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4197, loss: 1.4197, grad_norm: 6.3029 2020-07-27 04:07:37,543 - mmaction - INFO - Epoch [69][1500/3757] lr: 2.000e-03, eta: 22:25:08, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.3869 2020-07-27 04:07:51,269 - mmaction - INFO - Epoch [69][1520/3757] lr: 2.000e-03, eta: 22:24:55, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.2842 2020-07-27 04:08:04,853 - mmaction - INFO - Epoch [69][1540/3757] lr: 2.000e-03, eta: 22:24:41, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3909, loss: 1.3909, grad_norm: 6.2248 2020-07-27 04:08:19,127 - mmaction - INFO - Epoch [69][1560/3757] lr: 2.000e-03, eta: 22:24:28, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4002, loss: 1.4002, grad_norm: 6.4414 2020-07-27 04:08:33,957 - mmaction - INFO - Epoch [69][1580/3757] lr: 2.000e-03, eta: 22:24:15, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.2036 2020-07-27 04:08:47,668 - mmaction - INFO - Epoch [69][1600/3757] lr: 2.000e-03, eta: 22:24:01, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.9435 2020-07-27 04:09:01,356 - mmaction - INFO - Epoch [69][1620/3757] lr: 2.000e-03, eta: 22:23:48, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.4084, loss: 1.4084, grad_norm: 6.3122 2020-07-27 04:09:15,648 - mmaction - INFO - Epoch [69][1640/3757] lr: 2.000e-03, eta: 22:23:34, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.1187 2020-07-27 04:09:28,891 - mmaction - INFO - Epoch [69][1660/3757] lr: 2.000e-03, eta: 22:23:21, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3476, loss: 1.3476, grad_norm: 6.1482 2020-07-27 04:09:42,742 - mmaction - INFO - Epoch [69][1680/3757] lr: 2.000e-03, eta: 22:23:07, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.5395, loss: 1.5395, grad_norm: 6.6394 2020-07-27 04:09:57,067 - mmaction - INFO - Epoch [69][1700/3757] lr: 2.000e-03, eta: 22:22:54, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3907, loss: 1.3907, grad_norm: 6.3787 2020-07-27 04:10:10,520 - mmaction - INFO - Epoch [69][1720/3757] lr: 2.000e-03, eta: 22:22:40, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3664, loss: 1.3664, grad_norm: 6.2769 2020-07-27 04:10:24,221 - mmaction - INFO - Epoch [69][1740/3757] lr: 2.000e-03, eta: 22:22:27, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.2750 2020-07-27 04:10:38,487 - mmaction - INFO - Epoch [69][1760/3757] lr: 2.000e-03, eta: 22:22:13, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.2566 2020-07-27 04:10:51,730 - mmaction - INFO - Epoch [69][1780/3757] lr: 2.000e-03, eta: 22:22:00, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3348, loss: 1.3348, grad_norm: 5.9783 2020-07-27 04:11:06,348 - mmaction - INFO - Epoch [69][1800/3757] lr: 2.000e-03, eta: 22:21:47, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.0431 2020-07-27 04:11:19,725 - mmaction - INFO - Epoch [69][1820/3757] lr: 2.000e-03, eta: 22:21:33, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3514, loss: 1.3514, grad_norm: 6.2832 2020-07-27 04:11:34,133 - mmaction - INFO - Epoch [69][1840/3757] lr: 2.000e-03, eta: 22:21:20, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3648, loss: 1.3648, grad_norm: 6.2381 2020-07-27 04:11:47,926 - mmaction - INFO - Epoch [69][1860/3757] lr: 2.000e-03, eta: 22:21:06, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.3843, loss: 1.3843, grad_norm: 6.2775 2020-07-27 04:12:01,811 - mmaction - INFO - Epoch [69][1880/3757] lr: 2.000e-03, eta: 22:20:53, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4885, loss: 1.4885, grad_norm: 6.3137 2020-07-27 04:12:15,899 - mmaction - INFO - Epoch [69][1900/3757] lr: 2.000e-03, eta: 22:20:39, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.2999 2020-07-27 04:12:29,362 - mmaction - INFO - Epoch [69][1920/3757] lr: 2.000e-03, eta: 22:20:26, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5041, loss: 1.5041, grad_norm: 6.4970 2020-07-27 04:12:42,981 - mmaction - INFO - Epoch [69][1940/3757] lr: 2.000e-03, eta: 22:20:12, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.1045 2020-07-27 04:12:57,197 - mmaction - INFO - Epoch [69][1960/3757] lr: 2.000e-03, eta: 22:19:59, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.2414 2020-07-27 04:13:11,819 - mmaction - INFO - Epoch [69][1980/3757] lr: 2.000e-03, eta: 22:19:46, time: 0.733, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4547, loss: 1.4547, grad_norm: 6.3723 2020-07-27 04:13:25,914 - mmaction - INFO - Epoch [69][2000/3757] lr: 2.000e-03, eta: 22:19:32, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3303, loss: 1.3303, grad_norm: 6.2453 2020-07-27 04:13:39,470 - mmaction - INFO - Epoch [69][2020/3757] lr: 2.000e-03, eta: 22:19:19, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3847, loss: 1.3847, grad_norm: 6.2843 2020-07-27 04:13:53,076 - mmaction - INFO - Epoch [69][2040/3757] lr: 2.000e-03, eta: 22:19:05, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3771, loss: 1.3771, grad_norm: 6.1570 2020-07-27 04:14:06,471 - mmaction - INFO - Epoch [69][2060/3757] lr: 2.000e-03, eta: 22:18:51, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.4938, loss: 1.4938, grad_norm: 6.4613 2020-07-27 04:14:20,873 - mmaction - INFO - Epoch [69][2080/3757] lr: 2.000e-03, eta: 22:18:38, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4259, loss: 1.4259, grad_norm: 6.2577 2020-07-27 04:14:34,925 - mmaction - INFO - Epoch [69][2100/3757] lr: 2.000e-03, eta: 22:18:25, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3733, loss: 1.3733, grad_norm: 6.0483 2020-07-27 04:14:48,595 - mmaction - INFO - Epoch [69][2120/3757] lr: 2.000e-03, eta: 22:18:11, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5298, loss: 1.5298, grad_norm: 6.5600 2020-07-27 04:15:02,404 - mmaction - INFO - Epoch [69][2140/3757] lr: 2.000e-03, eta: 22:17:58, time: 0.693, data_time: 0.009, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3617, loss: 1.3617, grad_norm: 6.0298 2020-07-27 04:15:16,500 - mmaction - INFO - Epoch [69][2160/3757] lr: 2.000e-03, eta: 22:17:44, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3981, loss: 1.3981, grad_norm: 6.2194 2020-07-27 04:15:30,856 - mmaction - INFO - Epoch [69][2180/3757] lr: 2.000e-03, eta: 22:17:31, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2399, loss: 1.2399, grad_norm: 6.0753 2020-07-27 04:15:44,255 - mmaction - INFO - Epoch [69][2200/3757] lr: 2.000e-03, eta: 22:17:17, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4939, loss: 1.4939, grad_norm: 6.5373 2020-07-27 04:15:58,596 - mmaction - INFO - Epoch [69][2220/3757] lr: 2.000e-03, eta: 22:17:04, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8711, loss_cls: 1.3242, loss: 1.3242, grad_norm: 6.1524 2020-07-27 04:16:12,120 - mmaction - INFO - Epoch [69][2240/3757] lr: 2.000e-03, eta: 22:16:51, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.2990 2020-07-27 04:16:26,629 - mmaction - INFO - Epoch [69][2260/3757] lr: 2.000e-03, eta: 22:16:37, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4392, loss: 1.4392, grad_norm: 6.3161 2020-07-27 04:16:40,895 - mmaction - INFO - Epoch [69][2280/3757] lr: 2.000e-03, eta: 22:16:24, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3409, loss: 1.3409, grad_norm: 6.0948 2020-07-27 04:16:54,655 - mmaction - INFO - Epoch [69][2300/3757] lr: 2.000e-03, eta: 22:16:10, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4162, loss: 1.4162, grad_norm: 6.3963 2020-07-27 04:17:09,097 - mmaction - INFO - Epoch [69][2320/3757] lr: 2.000e-03, eta: 22:15:57, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3601, loss: 1.3601, grad_norm: 6.1822 2020-07-27 04:17:22,186 - mmaction - INFO - Epoch [69][2340/3757] lr: 2.000e-03, eta: 22:15:43, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3865, loss: 1.3865, grad_norm: 6.1560 2020-07-27 04:17:36,454 - mmaction - INFO - Epoch [69][2360/3757] lr: 2.000e-03, eta: 22:15:30, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3547, loss: 1.3547, grad_norm: 6.0247 2020-07-27 04:17:50,435 - mmaction - INFO - Epoch [69][2380/3757] lr: 2.000e-03, eta: 22:15:17, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3279, loss: 1.3279, grad_norm: 6.1317 2020-07-27 04:18:04,006 - mmaction - INFO - Epoch [69][2400/3757] lr: 2.000e-03, eta: 22:15:03, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4118, loss: 1.4118, grad_norm: 6.4147 2020-07-27 04:18:17,708 - mmaction - INFO - Epoch [69][2420/3757] lr: 2.000e-03, eta: 22:14:50, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.4116 2020-07-27 04:18:31,445 - mmaction - INFO - Epoch [69][2440/3757] lr: 2.000e-03, eta: 22:14:36, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3859, loss: 1.3859, grad_norm: 6.3293 2020-07-27 04:18:45,021 - mmaction - INFO - Epoch [69][2460/3757] lr: 2.000e-03, eta: 22:14:22, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3433, loss: 1.3433, grad_norm: 6.0660 2020-07-27 04:18:59,192 - mmaction - INFO - Epoch [69][2480/3757] lr: 2.000e-03, eta: 22:14:09, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 6.2265 2020-07-27 04:19:12,879 - mmaction - INFO - Epoch [69][2500/3757] lr: 2.000e-03, eta: 22:13:56, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6242, top5_acc: 0.8375, loss_cls: 1.5269, loss: 1.5269, grad_norm: 6.7177 2020-07-27 04:19:26,976 - mmaction - INFO - Epoch [69][2520/3757] lr: 2.000e-03, eta: 22:13:42, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.4984 2020-07-27 04:19:40,659 - mmaction - INFO - Epoch [69][2540/3757] lr: 2.000e-03, eta: 22:13:29, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3963, loss: 1.3963, grad_norm: 6.3113 2020-07-27 04:19:54,436 - mmaction - INFO - Epoch [69][2560/3757] lr: 2.000e-03, eta: 22:13:15, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8664, loss_cls: 1.3278, loss: 1.3278, grad_norm: 6.2749 2020-07-27 04:20:08,157 - mmaction - INFO - Epoch [69][2580/3757] lr: 2.000e-03, eta: 22:13:02, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8664, loss_cls: 1.4212, loss: 1.4212, grad_norm: 6.3289 2020-07-27 04:20:21,800 - mmaction - INFO - Epoch [69][2600/3757] lr: 2.000e-03, eta: 22:12:48, time: 0.683, data_time: 0.009, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.3414 2020-07-27 04:20:36,047 - mmaction - INFO - Epoch [69][2620/3757] lr: 2.000e-03, eta: 22:12:35, time: 0.712, data_time: 0.002, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8367, loss_cls: 1.4535, loss: 1.4535, grad_norm: 6.1766 2020-07-27 04:20:49,616 - mmaction - INFO - Epoch [69][2640/3757] lr: 2.000e-03, eta: 22:12:21, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3339, loss: 1.3339, grad_norm: 6.1303 2020-07-27 04:21:03,065 - mmaction - INFO - Epoch [69][2660/3757] lr: 2.000e-03, eta: 22:12:07, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4307, loss: 1.4307, grad_norm: 6.4337 2020-07-27 04:21:17,147 - mmaction - INFO - Epoch [69][2680/3757] lr: 2.000e-03, eta: 22:11:54, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4830, loss: 1.4830, grad_norm: 6.4469 2020-07-27 04:21:30,686 - mmaction - INFO - Epoch [69][2700/3757] lr: 2.000e-03, eta: 22:11:40, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3813, loss: 1.3813, grad_norm: 6.1647 2020-07-27 04:21:44,340 - mmaction - INFO - Epoch [69][2720/3757] lr: 2.000e-03, eta: 22:11:27, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.4177 2020-07-27 04:21:57,731 - mmaction - INFO - Epoch [69][2740/3757] lr: 2.000e-03, eta: 22:11:13, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.4149 2020-07-27 04:22:11,394 - mmaction - INFO - Epoch [69][2760/3757] lr: 2.000e-03, eta: 22:11:00, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.1860 2020-07-27 04:22:24,940 - mmaction - INFO - Epoch [69][2780/3757] lr: 2.000e-03, eta: 22:10:46, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3497, loss: 1.3497, grad_norm: 6.0596 2020-07-27 04:22:38,588 - mmaction - INFO - Epoch [69][2800/3757] lr: 2.000e-03, eta: 22:10:32, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.0775 2020-07-27 04:22:53,207 - mmaction - INFO - Epoch [69][2820/3757] lr: 2.000e-03, eta: 22:10:19, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8242, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.4861 2020-07-27 04:23:07,544 - mmaction - INFO - Epoch [69][2840/3757] lr: 2.000e-03, eta: 22:10:06, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.3288 2020-07-27 04:23:21,324 - mmaction - INFO - Epoch [69][2860/3757] lr: 2.000e-03, eta: 22:09:53, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3455, loss: 1.3455, grad_norm: 6.1654 2020-07-27 04:23:35,479 - mmaction - INFO - Epoch [69][2880/3757] lr: 2.000e-03, eta: 22:09:39, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2928, loss: 1.2928, grad_norm: 6.0906 2020-07-27 04:23:48,989 - mmaction - INFO - Epoch [69][2900/3757] lr: 2.000e-03, eta: 22:09:26, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.2699 2020-07-27 04:24:03,009 - mmaction - INFO - Epoch [69][2920/3757] lr: 2.000e-03, eta: 22:09:12, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3663, loss: 1.3663, grad_norm: 6.2119 2020-07-27 04:24:16,240 - mmaction - INFO - Epoch [69][2940/3757] lr: 2.000e-03, eta: 22:08:58, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4574, loss: 1.4574, grad_norm: 6.3942 2020-07-27 04:24:30,683 - mmaction - INFO - Epoch [69][2960/3757] lr: 2.000e-03, eta: 22:08:45, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3760, loss: 1.3760, grad_norm: 6.2592 2020-07-27 04:24:44,457 - mmaction - INFO - Epoch [69][2980/3757] lr: 2.000e-03, eta: 22:08:32, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.2708 2020-07-27 04:24:58,072 - mmaction - INFO - Epoch [69][3000/3757] lr: 2.000e-03, eta: 22:08:18, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4869, loss: 1.4869, grad_norm: 6.3786 2020-07-27 04:25:11,886 - mmaction - INFO - Epoch [69][3020/3757] lr: 2.000e-03, eta: 22:08:05, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3836, loss: 1.3836, grad_norm: 6.2157 2020-07-27 04:25:25,486 - mmaction - INFO - Epoch [69][3040/3757] lr: 2.000e-03, eta: 22:07:51, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.4322, loss: 1.4322, grad_norm: 6.3845 2020-07-27 04:25:39,215 - mmaction - INFO - Epoch [69][3060/3757] lr: 2.000e-03, eta: 22:07:37, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4043, loss: 1.4043, grad_norm: 6.1510 2020-07-27 04:25:53,609 - mmaction - INFO - Epoch [69][3080/3757] lr: 2.000e-03, eta: 22:07:24, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.3064 2020-07-27 04:26:08,045 - mmaction - INFO - Epoch [69][3100/3757] lr: 2.000e-03, eta: 22:07:11, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.3248 2020-07-27 04:26:21,657 - mmaction - INFO - Epoch [69][3120/3757] lr: 2.000e-03, eta: 22:06:57, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.4234, loss: 1.4234, grad_norm: 6.2365 2020-07-27 04:26:35,188 - mmaction - INFO - Epoch [69][3140/3757] lr: 2.000e-03, eta: 22:06:44, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4086, loss: 1.4086, grad_norm: 6.3435 2020-07-27 04:26:49,656 - mmaction - INFO - Epoch [69][3160/3757] lr: 2.000e-03, eta: 22:06:31, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4765, loss: 1.4765, grad_norm: 6.5107 2020-07-27 04:27:03,289 - mmaction - INFO - Epoch [69][3180/3757] lr: 2.000e-03, eta: 22:06:17, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.4303, loss: 1.4303, grad_norm: 6.4025 2020-07-27 04:27:17,313 - mmaction - INFO - Epoch [69][3200/3757] lr: 2.000e-03, eta: 22:06:04, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4560, loss: 1.4560, grad_norm: 6.4091 2020-07-27 04:27:30,696 - mmaction - INFO - Epoch [69][3220/3757] lr: 2.000e-03, eta: 22:05:50, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.2500 2020-07-27 04:27:44,820 - mmaction - INFO - Epoch [69][3240/3757] lr: 2.000e-03, eta: 22:05:36, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3454, loss: 1.3454, grad_norm: 6.1678 2020-07-27 04:27:58,703 - mmaction - INFO - Epoch [69][3260/3757] lr: 2.000e-03, eta: 22:05:23, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3445, loss: 1.3445, grad_norm: 6.0981 2020-07-27 04:28:13,297 - mmaction - INFO - Epoch [69][3280/3757] lr: 2.000e-03, eta: 22:05:10, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4409, loss: 1.4409, grad_norm: 6.3319 2020-07-27 04:28:26,388 - mmaction - INFO - Epoch [69][3300/3757] lr: 2.000e-03, eta: 22:04:56, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.3616, loss: 1.3616, grad_norm: 6.1852 2020-07-27 04:28:39,829 - mmaction - INFO - Epoch [69][3320/3757] lr: 2.000e-03, eta: 22:04:42, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3005, loss: 1.3005, grad_norm: 5.8881 2020-07-27 04:28:53,417 - mmaction - INFO - Epoch [69][3340/3757] lr: 2.000e-03, eta: 22:04:29, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.4229, loss: 1.4229, grad_norm: 6.3000 2020-07-27 04:29:07,129 - mmaction - INFO - Epoch [69][3360/3757] lr: 2.000e-03, eta: 22:04:15, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4866, loss: 1.4866, grad_norm: 6.4550 2020-07-27 04:29:21,328 - mmaction - INFO - Epoch [69][3380/3757] lr: 2.000e-03, eta: 22:04:02, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4485, loss: 1.4485, grad_norm: 6.3638 2020-07-27 04:29:35,154 - mmaction - INFO - Epoch [69][3400/3757] lr: 2.000e-03, eta: 22:03:48, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4295, loss: 1.4295, grad_norm: 6.2981 2020-07-27 04:29:48,932 - mmaction - INFO - Epoch [69][3420/3757] lr: 2.000e-03, eta: 22:03:35, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3867, loss: 1.3867, grad_norm: 6.2868 2020-07-27 04:30:02,657 - mmaction - INFO - Epoch [69][3440/3757] lr: 2.000e-03, eta: 22:03:21, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5116, loss: 1.5116, grad_norm: 6.4053 2020-07-27 04:30:16,542 - mmaction - INFO - Epoch [69][3460/3757] lr: 2.000e-03, eta: 22:03:08, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.3436 2020-07-27 04:30:30,325 - mmaction - INFO - Epoch [69][3480/3757] lr: 2.000e-03, eta: 22:02:54, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3316, loss: 1.3316, grad_norm: 5.9947 2020-07-27 04:30:44,357 - mmaction - INFO - Epoch [69][3500/3757] lr: 2.000e-03, eta: 22:02:41, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4020, loss: 1.4020, grad_norm: 6.2080 2020-07-27 04:30:57,766 - mmaction - INFO - Epoch [69][3520/3757] lr: 2.000e-03, eta: 22:02:27, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4352, loss: 1.4352, grad_norm: 6.2973 2020-07-27 04:31:11,893 - mmaction - INFO - Epoch [69][3540/3757] lr: 2.000e-03, eta: 22:02:14, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3966, loss: 1.3966, grad_norm: 6.2841 2020-07-27 04:31:25,278 - mmaction - INFO - Epoch [69][3560/3757] lr: 2.000e-03, eta: 22:02:00, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4418, loss: 1.4418, grad_norm: 6.2422 2020-07-27 04:31:40,106 - mmaction - INFO - Epoch [69][3580/3757] lr: 2.000e-03, eta: 22:01:47, time: 0.739, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4125, loss: 1.4125, grad_norm: 6.3107 2020-07-27 04:31:53,356 - mmaction - INFO - Epoch [69][3600/3757] lr: 2.000e-03, eta: 22:01:33, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.1290 2020-07-27 04:32:07,108 - mmaction - INFO - Epoch [69][3620/3757] lr: 2.000e-03, eta: 22:01:20, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.3254, loss: 1.3254, grad_norm: 6.1314 2020-07-27 04:32:21,119 - mmaction - INFO - Epoch [69][3640/3757] lr: 2.000e-03, eta: 22:01:06, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3616, loss: 1.3616, grad_norm: 6.2216 2020-07-27 04:32:35,104 - mmaction - INFO - Epoch [69][3660/3757] lr: 2.000e-03, eta: 22:00:53, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4599, loss: 1.4599, grad_norm: 6.3023 2020-07-27 04:32:49,090 - mmaction - INFO - Epoch [69][3680/3757] lr: 2.000e-03, eta: 22:00:40, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3791, loss: 1.3791, grad_norm: 6.2239 2020-07-27 04:33:02,589 - mmaction - INFO - Epoch [69][3700/3757] lr: 2.000e-03, eta: 22:00:26, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4254, loss: 1.4254, grad_norm: 6.2150 2020-07-27 04:33:16,249 - mmaction - INFO - Epoch [69][3720/3757] lr: 2.000e-03, eta: 22:00:12, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.2947 2020-07-27 04:33:29,937 - mmaction - INFO - Epoch [69][3740/3757] lr: 2.000e-03, eta: 21:59:59, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8617, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.3031 2020-07-27 04:33:41,963 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-07-27 04:34:08,318 - mmaction - INFO - Epoch [70][20/3757] lr: 2.000e-03, eta: 21:59:33, time: 1.231, data_time: 0.567, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.3617 2020-07-27 04:34:20,883 - mmaction - INFO - Epoch [70][40/3757] lr: 2.000e-03, eta: 21:59:19, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.4696, loss: 1.4696, grad_norm: 6.5631 2020-07-27 04:34:33,970 - mmaction - INFO - Epoch [70][60/3757] lr: 2.000e-03, eta: 21:59:06, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3429, loss: 1.3429, grad_norm: 6.2570 2020-07-27 04:34:48,939 - mmaction - INFO - Epoch [70][80/3757] lr: 2.000e-03, eta: 21:58:53, time: 0.746, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4289, loss: 1.4289, grad_norm: 6.4156 2020-07-27 04:35:01,794 - mmaction - INFO - Epoch [70][100/3757] lr: 2.000e-03, eta: 21:58:39, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.3965, loss: 1.3965, grad_norm: 6.3832 2020-07-27 04:35:16,028 - mmaction - INFO - Epoch [70][120/3757] lr: 2.000e-03, eta: 21:58:25, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4387, loss: 1.4387, grad_norm: 6.4282 2020-07-27 04:35:31,082 - mmaction - INFO - Epoch [70][140/3757] lr: 2.000e-03, eta: 21:58:12, time: 0.753, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.4014 2020-07-27 04:35:44,431 - mmaction - INFO - Epoch [70][160/3757] lr: 2.000e-03, eta: 21:57:59, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3329, loss: 1.3329, grad_norm: 6.1219 2020-07-27 04:35:58,865 - mmaction - INFO - Epoch [70][180/3757] lr: 2.000e-03, eta: 21:57:45, time: 0.725, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.2502 2020-07-27 04:36:12,652 - mmaction - INFO - Epoch [70][200/3757] lr: 2.000e-03, eta: 21:57:32, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4484, loss: 1.4484, grad_norm: 6.4435 2020-07-27 04:36:25,950 - mmaction - INFO - Epoch [70][220/3757] lr: 2.000e-03, eta: 21:57:18, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4007, loss: 1.4007, grad_norm: 6.4532 2020-07-27 04:36:40,430 - mmaction - INFO - Epoch [70][240/3757] lr: 2.000e-03, eta: 21:57:05, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4694, loss: 1.4694, grad_norm: 6.5302 2020-07-27 04:36:53,626 - mmaction - INFO - Epoch [70][260/3757] lr: 2.000e-03, eta: 21:56:51, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3312, loss: 1.3312, grad_norm: 6.2426 2020-07-27 04:37:08,140 - mmaction - INFO - Epoch [70][280/3757] lr: 2.000e-03, eta: 21:56:38, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.3831 2020-07-27 04:37:22,171 - mmaction - INFO - Epoch [70][300/3757] lr: 2.000e-03, eta: 21:56:25, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.5150 2020-07-27 04:37:35,729 - mmaction - INFO - Epoch [70][320/3757] lr: 2.000e-03, eta: 21:56:11, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.3063 2020-07-27 04:37:49,724 - mmaction - INFO - Epoch [70][340/3757] lr: 2.000e-03, eta: 21:55:58, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.3430 2020-07-27 04:38:03,320 - mmaction - INFO - Epoch [70][360/3757] lr: 2.000e-03, eta: 21:55:44, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3630, loss: 1.3630, grad_norm: 6.1734 2020-07-27 04:38:17,025 - mmaction - INFO - Epoch [70][380/3757] lr: 2.000e-03, eta: 21:55:30, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3985, loss: 1.3985, grad_norm: 6.0485 2020-07-27 04:38:30,925 - mmaction - INFO - Epoch [70][400/3757] lr: 2.000e-03, eta: 21:55:17, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.3425 2020-07-27 04:38:44,699 - mmaction - INFO - Epoch [70][420/3757] lr: 2.000e-03, eta: 21:55:03, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.2708 2020-07-27 04:38:59,207 - mmaction - INFO - Epoch [70][440/3757] lr: 2.000e-03, eta: 21:54:50, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.2322 2020-07-27 04:39:12,481 - mmaction - INFO - Epoch [70][460/3757] lr: 2.000e-03, eta: 21:54:37, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8734, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.1949 2020-07-27 04:39:25,965 - mmaction - INFO - Epoch [70][480/3757] lr: 2.000e-03, eta: 21:54:23, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4072, loss: 1.4072, grad_norm: 6.2445 2020-07-27 04:39:40,928 - mmaction - INFO - Epoch [70][500/3757] lr: 2.000e-03, eta: 21:54:10, time: 0.749, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3387, loss: 1.3387, grad_norm: 6.3379 2020-07-27 04:39:55,566 - mmaction - INFO - Epoch [70][520/3757] lr: 2.000e-03, eta: 21:53:57, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5170, loss: 1.5170, grad_norm: 6.5091 2020-07-27 04:40:08,453 - mmaction - INFO - Epoch [70][540/3757] lr: 2.000e-03, eta: 21:53:43, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.4605, loss: 1.4605, grad_norm: 6.5370 2020-07-27 04:40:22,007 - mmaction - INFO - Epoch [70][560/3757] lr: 2.000e-03, eta: 21:53:29, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8688, loss_cls: 1.3044, loss: 1.3044, grad_norm: 6.0178 2020-07-27 04:40:37,067 - mmaction - INFO - Epoch [70][580/3757] lr: 2.000e-03, eta: 21:53:16, time: 0.752, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.5024 2020-07-27 04:40:50,546 - mmaction - INFO - Epoch [70][600/3757] lr: 2.000e-03, eta: 21:53:03, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.5704 2020-07-27 04:41:04,635 - mmaction - INFO - Epoch [70][620/3757] lr: 2.000e-03, eta: 21:52:49, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.3053, loss: 1.3053, grad_norm: 6.2675 2020-07-27 04:41:19,045 - mmaction - INFO - Epoch [70][640/3757] lr: 2.000e-03, eta: 21:52:36, time: 0.720, data_time: 0.002, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4503, loss: 1.4503, grad_norm: 6.4733 2020-07-27 04:41:32,927 - mmaction - INFO - Epoch [70][660/3757] lr: 2.000e-03, eta: 21:52:22, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.6169 2020-07-27 04:41:46,546 - mmaction - INFO - Epoch [70][680/3757] lr: 2.000e-03, eta: 21:52:09, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.3061 2020-07-27 04:42:00,375 - mmaction - INFO - Epoch [70][700/3757] lr: 2.000e-03, eta: 21:51:55, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3294, loss: 1.3294, grad_norm: 6.1889 2020-07-27 04:42:15,183 - mmaction - INFO - Epoch [70][720/3757] lr: 2.000e-03, eta: 21:51:42, time: 0.744, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.3586 2020-07-27 04:42:29,012 - mmaction - INFO - Epoch [70][740/3757] lr: 2.000e-03, eta: 21:51:29, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.3637 2020-07-27 04:42:42,118 - mmaction - INFO - Epoch [70][760/3757] lr: 2.000e-03, eta: 21:51:15, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.3028 2020-07-27 04:42:55,615 - mmaction - INFO - Epoch [70][780/3757] lr: 2.000e-03, eta: 21:51:01, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.3157 2020-07-27 04:43:09,215 - mmaction - INFO - Epoch [70][800/3757] lr: 2.000e-03, eta: 21:50:48, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.3437 2020-07-27 04:43:23,517 - mmaction - INFO - Epoch [70][820/3757] lr: 2.000e-03, eta: 21:50:35, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.3310 2020-07-27 04:43:37,207 - mmaction - INFO - Epoch [70][840/3757] lr: 2.000e-03, eta: 21:50:21, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4021, loss: 1.4021, grad_norm: 6.4780 2020-07-27 04:43:51,182 - mmaction - INFO - Epoch [70][860/3757] lr: 2.000e-03, eta: 21:50:08, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2853, loss: 1.2853, grad_norm: 6.2295 2020-07-27 04:44:04,534 - mmaction - INFO - Epoch [70][880/3757] lr: 2.000e-03, eta: 21:49:54, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.2210 2020-07-27 04:44:18,911 - mmaction - INFO - Epoch [70][900/3757] lr: 2.000e-03, eta: 21:49:41, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.0314 2020-07-27 04:44:32,073 - mmaction - INFO - Epoch [70][920/3757] lr: 2.000e-03, eta: 21:49:27, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.2606 2020-07-27 04:44:45,641 - mmaction - INFO - Epoch [70][940/3757] lr: 2.000e-03, eta: 21:49:13, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.4379 2020-07-27 04:44:59,086 - mmaction - INFO - Epoch [70][960/3757] lr: 2.000e-03, eta: 21:48:59, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3846, loss: 1.3846, grad_norm: 6.3928 2020-07-27 04:45:13,578 - mmaction - INFO - Epoch [70][980/3757] lr: 2.000e-03, eta: 21:48:46, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.4456 2020-07-27 04:45:26,673 - mmaction - INFO - Epoch [70][1000/3757] lr: 2.000e-03, eta: 21:48:32, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4120, loss: 1.4120, grad_norm: 6.2430 2020-07-27 04:45:40,888 - mmaction - INFO - Epoch [70][1020/3757] lr: 2.000e-03, eta: 21:48:19, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4141, loss: 1.4141, grad_norm: 6.3368 2020-07-27 04:45:54,930 - mmaction - INFO - Epoch [70][1040/3757] lr: 2.000e-03, eta: 21:48:06, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.2207 2020-07-27 04:46:08,457 - mmaction - INFO - Epoch [70][1060/3757] lr: 2.000e-03, eta: 21:47:52, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.3020 2020-07-27 04:46:22,273 - mmaction - INFO - Epoch [70][1080/3757] lr: 2.000e-03, eta: 21:47:39, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.3297 2020-07-27 04:46:36,314 - mmaction - INFO - Epoch [70][1100/3757] lr: 2.000e-03, eta: 21:47:25, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3497, loss: 1.3497, grad_norm: 6.2994 2020-07-27 04:46:49,985 - mmaction - INFO - Epoch [70][1120/3757] lr: 2.000e-03, eta: 21:47:12, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4386, loss: 1.4386, grad_norm: 6.4884 2020-07-27 04:47:03,596 - mmaction - INFO - Epoch [70][1140/3757] lr: 2.000e-03, eta: 21:46:58, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4648, loss: 1.4648, grad_norm: 6.3602 2020-07-27 04:47:17,671 - mmaction - INFO - Epoch [70][1160/3757] lr: 2.000e-03, eta: 21:46:45, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.0763 2020-07-27 04:47:31,860 - mmaction - INFO - Epoch [70][1180/3757] lr: 2.000e-03, eta: 21:46:31, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.2558 2020-07-27 04:47:45,046 - mmaction - INFO - Epoch [70][1200/3757] lr: 2.000e-03, eta: 21:46:18, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4309, loss: 1.4309, grad_norm: 6.1146 2020-07-27 04:47:59,477 - mmaction - INFO - Epoch [70][1220/3757] lr: 2.000e-03, eta: 21:46:04, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4228, loss: 1.4228, grad_norm: 6.3671 2020-07-27 04:48:12,964 - mmaction - INFO - Epoch [70][1240/3757] lr: 2.000e-03, eta: 21:45:51, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3671, loss: 1.3671, grad_norm: 6.3743 2020-07-27 04:48:26,734 - mmaction - INFO - Epoch [70][1260/3757] lr: 2.000e-03, eta: 21:45:37, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4377, loss: 1.4377, grad_norm: 6.1330 2020-07-27 04:48:40,036 - mmaction - INFO - Epoch [70][1280/3757] lr: 2.000e-03, eta: 21:45:23, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.2160 2020-07-27 04:48:53,955 - mmaction - INFO - Epoch [70][1300/3757] lr: 2.000e-03, eta: 21:45:10, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.1366 2020-07-27 04:49:08,044 - mmaction - INFO - Epoch [70][1320/3757] lr: 2.000e-03, eta: 21:44:57, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3641, loss: 1.3641, grad_norm: 6.2627 2020-07-27 04:49:21,418 - mmaction - INFO - Epoch [70][1340/3757] lr: 2.000e-03, eta: 21:44:43, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.3785 2020-07-27 04:49:36,366 - mmaction - INFO - Epoch [70][1360/3757] lr: 2.000e-03, eta: 21:44:30, time: 0.747, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3391, loss: 1.3391, grad_norm: 6.4184 2020-07-27 04:49:50,224 - mmaction - INFO - Epoch [70][1380/3757] lr: 2.000e-03, eta: 21:44:16, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.4173 2020-07-27 04:50:05,157 - mmaction - INFO - Epoch [70][1400/3757] lr: 2.000e-03, eta: 21:44:03, time: 0.748, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3719, loss: 1.3719, grad_norm: 6.2799 2020-07-27 04:50:19,085 - mmaction - INFO - Epoch [70][1420/3757] lr: 2.000e-03, eta: 21:43:50, time: 0.695, data_time: 0.002, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.1746 2020-07-27 04:50:33,231 - mmaction - INFO - Epoch [70][1440/3757] lr: 2.000e-03, eta: 21:43:37, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3433, loss: 1.3433, grad_norm: 6.1914 2020-07-27 04:50:46,516 - mmaction - INFO - Epoch [70][1460/3757] lr: 2.000e-03, eta: 21:43:23, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.3201 2020-07-27 04:51:00,406 - mmaction - INFO - Epoch [70][1480/3757] lr: 2.000e-03, eta: 21:43:09, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.3895 2020-07-27 04:51:14,592 - mmaction - INFO - Epoch [70][1500/3757] lr: 2.000e-03, eta: 21:42:56, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.4010, loss: 1.4010, grad_norm: 6.2363 2020-07-27 04:51:27,580 - mmaction - INFO - Epoch [70][1520/3757] lr: 2.000e-03, eta: 21:42:42, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3618, loss: 1.3618, grad_norm: 6.2535 2020-07-27 04:51:41,082 - mmaction - INFO - Epoch [70][1540/3757] lr: 2.000e-03, eta: 21:42:28, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3169, loss: 1.3169, grad_norm: 6.3282 2020-07-27 04:51:54,525 - mmaction - INFO - Epoch [70][1560/3757] lr: 2.000e-03, eta: 21:42:15, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4631, loss: 1.4631, grad_norm: 6.5994 2020-07-27 04:52:08,969 - mmaction - INFO - Epoch [70][1580/3757] lr: 2.000e-03, eta: 21:42:02, time: 0.718, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.3902, loss: 1.3902, grad_norm: 6.3577 2020-07-27 04:52:22,591 - mmaction - INFO - Epoch [70][1600/3757] lr: 2.000e-03, eta: 21:41:48, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.3482 2020-07-27 04:52:36,452 - mmaction - INFO - Epoch [70][1620/3757] lr: 2.000e-03, eta: 21:41:34, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8586, loss_cls: 1.3253, loss: 1.3253, grad_norm: 6.1946 2020-07-27 04:52:50,865 - mmaction - INFO - Epoch [70][1640/3757] lr: 2.000e-03, eta: 21:41:21, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.4222 2020-07-27 04:53:04,068 - mmaction - INFO - Epoch [70][1660/3757] lr: 2.000e-03, eta: 21:41:07, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3583, loss: 1.3583, grad_norm: 6.3153 2020-07-27 04:53:17,347 - mmaction - INFO - Epoch [70][1680/3757] lr: 2.000e-03, eta: 21:40:54, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8656, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.5050 2020-07-27 04:53:30,726 - mmaction - INFO - Epoch [70][1700/3757] lr: 2.000e-03, eta: 21:40:40, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3558, loss: 1.3558, grad_norm: 6.2019 2020-07-27 04:53:45,281 - mmaction - INFO - Epoch [70][1720/3757] lr: 2.000e-03, eta: 21:40:27, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.2295 2020-07-27 04:53:59,602 - mmaction - INFO - Epoch [70][1740/3757] lr: 2.000e-03, eta: 21:40:14, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.1335 2020-07-27 04:54:13,254 - mmaction - INFO - Epoch [70][1760/3757] lr: 2.000e-03, eta: 21:40:00, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4092, loss: 1.4092, grad_norm: 6.1957 2020-07-27 04:54:27,594 - mmaction - INFO - Epoch [70][1780/3757] lr: 2.000e-03, eta: 21:39:47, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4236, loss: 1.4236, grad_norm: 6.4409 2020-07-27 04:54:41,509 - mmaction - INFO - Epoch [70][1800/3757] lr: 2.000e-03, eta: 21:39:33, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.3268 2020-07-27 04:54:55,528 - mmaction - INFO - Epoch [70][1820/3757] lr: 2.000e-03, eta: 21:39:20, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3194, loss: 1.3194, grad_norm: 6.0237 2020-07-27 04:55:08,801 - mmaction - INFO - Epoch [70][1840/3757] lr: 2.000e-03, eta: 21:39:06, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.2507 2020-07-27 04:55:23,087 - mmaction - INFO - Epoch [70][1860/3757] lr: 2.000e-03, eta: 21:38:53, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4042, loss: 1.4042, grad_norm: 6.2801 2020-07-27 04:55:37,249 - mmaction - INFO - Epoch [70][1880/3757] lr: 2.000e-03, eta: 21:38:39, time: 0.708, data_time: 0.002, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4036, loss: 1.4036, grad_norm: 6.2912 2020-07-27 04:55:51,502 - mmaction - INFO - Epoch [70][1900/3757] lr: 2.000e-03, eta: 21:38:26, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.5797 2020-07-27 04:56:05,029 - mmaction - INFO - Epoch [70][1920/3757] lr: 2.000e-03, eta: 21:38:13, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.2632 2020-07-27 04:56:19,453 - mmaction - INFO - Epoch [70][1940/3757] lr: 2.000e-03, eta: 21:37:59, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3744, loss: 1.3744, grad_norm: 6.3192 2020-07-27 04:56:32,831 - mmaction - INFO - Epoch [70][1960/3757] lr: 2.000e-03, eta: 21:37:46, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4345, loss: 1.4345, grad_norm: 6.4311 2020-07-27 04:56:48,006 - mmaction - INFO - Epoch [70][1980/3757] lr: 2.000e-03, eta: 21:37:33, time: 0.757, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4392, loss: 1.4392, grad_norm: 6.2703 2020-07-27 04:57:01,983 - mmaction - INFO - Epoch [70][2000/3757] lr: 2.000e-03, eta: 21:37:19, time: 0.701, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.2495 2020-07-27 04:57:16,057 - mmaction - INFO - Epoch [70][2020/3757] lr: 2.000e-03, eta: 21:37:06, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.1584 2020-07-27 04:57:29,684 - mmaction - INFO - Epoch [70][2040/3757] lr: 2.000e-03, eta: 21:36:52, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8359, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.2046 2020-07-27 04:57:43,515 - mmaction - INFO - Epoch [70][2060/3757] lr: 2.000e-03, eta: 21:36:39, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.3193 2020-07-27 04:57:57,808 - mmaction - INFO - Epoch [70][2080/3757] lr: 2.000e-03, eta: 21:36:25, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4125, loss: 1.4125, grad_norm: 6.5309 2020-07-27 04:58:11,746 - mmaction - INFO - Epoch [70][2100/3757] lr: 2.000e-03, eta: 21:36:12, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4259, loss: 1.4259, grad_norm: 6.5056 2020-07-27 04:58:25,350 - mmaction - INFO - Epoch [70][2120/3757] lr: 2.000e-03, eta: 21:35:58, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.3893 2020-07-27 04:58:39,512 - mmaction - INFO - Epoch [70][2140/3757] lr: 2.000e-03, eta: 21:35:45, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8703, loss_cls: 1.2991, loss: 1.2991, grad_norm: 6.3468 2020-07-27 04:58:53,127 - mmaction - INFO - Epoch [70][2160/3757] lr: 2.000e-03, eta: 21:35:31, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.2372 2020-07-27 04:59:06,815 - mmaction - INFO - Epoch [70][2180/3757] lr: 2.000e-03, eta: 21:35:18, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3843, loss: 1.3843, grad_norm: 6.4145 2020-07-27 04:59:20,652 - mmaction - INFO - Epoch [70][2200/3757] lr: 2.000e-03, eta: 21:35:04, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.2119 2020-07-27 04:59:34,469 - mmaction - INFO - Epoch [70][2220/3757] lr: 2.000e-03, eta: 21:34:51, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.5093 2020-07-27 04:59:47,925 - mmaction - INFO - Epoch [70][2240/3757] lr: 2.000e-03, eta: 21:34:37, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4329, loss: 1.4329, grad_norm: 6.3632 2020-07-27 05:00:01,329 - mmaction - INFO - Epoch [70][2260/3757] lr: 2.000e-03, eta: 21:34:24, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3807, loss: 1.3807, grad_norm: 6.2232 2020-07-27 05:00:17,363 - mmaction - INFO - Epoch [70][2280/3757] lr: 2.000e-03, eta: 21:34:11, time: 0.795, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3249, loss: 1.3249, grad_norm: 6.3511 2020-07-27 05:00:30,566 - mmaction - INFO - Epoch [70][2300/3757] lr: 2.000e-03, eta: 21:33:57, time: 0.667, data_time: 0.013, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.1358 2020-07-27 05:00:44,894 - mmaction - INFO - Epoch [70][2320/3757] lr: 2.000e-03, eta: 21:33:44, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3403, loss: 1.3403, grad_norm: 6.1293 2020-07-27 05:00:58,364 - mmaction - INFO - Epoch [70][2340/3757] lr: 2.000e-03, eta: 21:33:30, time: 0.678, data_time: 0.009, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.1654 2020-07-27 05:01:12,726 - mmaction - INFO - Epoch [70][2360/3757] lr: 2.000e-03, eta: 21:33:17, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.1688 2020-07-27 05:01:26,779 - mmaction - INFO - Epoch [70][2380/3757] lr: 2.000e-03, eta: 21:33:04, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.3993 2020-07-27 05:01:40,981 - mmaction - INFO - Epoch [70][2400/3757] lr: 2.000e-03, eta: 21:32:50, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3870, loss: 1.3870, grad_norm: 6.2977 2020-07-27 05:01:54,560 - mmaction - INFO - Epoch [70][2420/3757] lr: 2.000e-03, eta: 21:32:37, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.3154 2020-07-27 05:02:07,809 - mmaction - INFO - Epoch [70][2440/3757] lr: 2.000e-03, eta: 21:32:23, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3953, loss: 1.3953, grad_norm: 6.1476 2020-07-27 05:02:21,626 - mmaction - INFO - Epoch [70][2460/3757] lr: 2.000e-03, eta: 21:32:09, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3629, loss: 1.3629, grad_norm: 6.3359 2020-07-27 05:02:36,286 - mmaction - INFO - Epoch [70][2480/3757] lr: 2.000e-03, eta: 21:31:56, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.3295 2020-07-27 05:02:49,947 - mmaction - INFO - Epoch [70][2500/3757] lr: 2.000e-03, eta: 21:31:43, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.1590 2020-07-27 05:03:03,869 - mmaction - INFO - Epoch [70][2520/3757] lr: 2.000e-03, eta: 21:31:29, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.4572 2020-07-27 05:03:18,189 - mmaction - INFO - Epoch [70][2540/3757] lr: 2.000e-03, eta: 21:31:16, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3818, loss: 1.3818, grad_norm: 6.4731 2020-07-27 05:03:32,160 - mmaction - INFO - Epoch [70][2560/3757] lr: 2.000e-03, eta: 21:31:02, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2874, loss: 1.2874, grad_norm: 6.2235 2020-07-27 05:03:45,901 - mmaction - INFO - Epoch [70][2580/3757] lr: 2.000e-03, eta: 21:30:49, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3614, loss: 1.3614, grad_norm: 6.4034 2020-07-27 05:03:59,899 - mmaction - INFO - Epoch [70][2600/3757] lr: 2.000e-03, eta: 21:30:36, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4078, loss: 1.4078, grad_norm: 6.2104 2020-07-27 05:04:13,546 - mmaction - INFO - Epoch [70][2620/3757] lr: 2.000e-03, eta: 21:30:22, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2927, loss: 1.2927, grad_norm: 6.3999 2020-07-27 05:04:27,307 - mmaction - INFO - Epoch [70][2640/3757] lr: 2.000e-03, eta: 21:30:08, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3658, loss: 1.3658, grad_norm: 6.2724 2020-07-27 05:04:41,324 - mmaction - INFO - Epoch [70][2660/3757] lr: 2.000e-03, eta: 21:29:55, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3558, loss: 1.3558, grad_norm: 6.1894 2020-07-27 05:04:55,005 - mmaction - INFO - Epoch [70][2680/3757] lr: 2.000e-03, eta: 21:29:41, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3553, loss: 1.3553, grad_norm: 6.3364 2020-07-27 05:05:09,238 - mmaction - INFO - Epoch [70][2700/3757] lr: 2.000e-03, eta: 21:29:28, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3786, loss: 1.3786, grad_norm: 6.3008 2020-07-27 05:05:23,953 - mmaction - INFO - Epoch [70][2720/3757] lr: 2.000e-03, eta: 21:29:15, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8258, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.4620 2020-07-27 05:05:37,190 - mmaction - INFO - Epoch [70][2740/3757] lr: 2.000e-03, eta: 21:29:01, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.2963 2020-07-27 05:05:51,812 - mmaction - INFO - Epoch [70][2760/3757] lr: 2.000e-03, eta: 21:28:48, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.4504 2020-07-27 05:06:05,205 - mmaction - INFO - Epoch [70][2780/3757] lr: 2.000e-03, eta: 21:28:34, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3420, loss: 1.3420, grad_norm: 6.4405 2020-07-27 05:06:19,037 - mmaction - INFO - Epoch [70][2800/3757] lr: 2.000e-03, eta: 21:28:21, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.4497 2020-07-27 05:06:33,676 - mmaction - INFO - Epoch [70][2820/3757] lr: 2.000e-03, eta: 21:28:08, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.3352 2020-07-27 05:06:47,319 - mmaction - INFO - Epoch [70][2840/3757] lr: 2.000e-03, eta: 21:27:54, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.4906 2020-07-27 05:07:00,941 - mmaction - INFO - Epoch [70][2860/3757] lr: 2.000e-03, eta: 21:27:41, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3700, loss: 1.3700, grad_norm: 6.2856 2020-07-27 05:07:16,123 - mmaction - INFO - Epoch [70][2880/3757] lr: 2.000e-03, eta: 21:27:28, time: 0.756, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.3155 2020-07-27 05:07:29,785 - mmaction - INFO - Epoch [70][2900/3757] lr: 2.000e-03, eta: 21:27:14, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.3842 2020-07-27 05:07:43,515 - mmaction - INFO - Epoch [70][2920/3757] lr: 2.000e-03, eta: 21:27:00, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.4232 2020-07-27 05:07:57,582 - mmaction - INFO - Epoch [70][2940/3757] lr: 2.000e-03, eta: 21:26:47, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3747, loss: 1.3747, grad_norm: 6.2657 2020-07-27 05:08:11,554 - mmaction - INFO - Epoch [70][2960/3757] lr: 2.000e-03, eta: 21:26:34, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.4000 2020-07-27 05:08:26,728 - mmaction - INFO - Epoch [70][2980/3757] lr: 2.000e-03, eta: 21:26:21, time: 0.759, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.3699 2020-07-27 05:08:39,762 - mmaction - INFO - Epoch [70][3000/3757] lr: 2.000e-03, eta: 21:26:07, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.4544 2020-07-27 05:08:54,419 - mmaction - INFO - Epoch [70][3020/3757] lr: 2.000e-03, eta: 21:25:54, time: 0.733, data_time: 0.003, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.1510 2020-07-27 05:09:08,344 - mmaction - INFO - Epoch [70][3040/3757] lr: 2.000e-03, eta: 21:25:40, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.4041, loss: 1.4041, grad_norm: 6.2137 2020-07-27 05:09:21,632 - mmaction - INFO - Epoch [70][3060/3757] lr: 2.000e-03, eta: 21:25:27, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3340, loss: 1.3340, grad_norm: 6.2698 2020-07-27 05:09:35,938 - mmaction - INFO - Epoch [70][3080/3757] lr: 2.000e-03, eta: 21:25:13, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.1324 2020-07-27 05:09:49,567 - mmaction - INFO - Epoch [70][3100/3757] lr: 2.000e-03, eta: 21:25:00, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.5744 2020-07-27 05:10:03,544 - mmaction - INFO - Epoch [70][3120/3757] lr: 2.000e-03, eta: 21:24:46, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3998, loss: 1.3998, grad_norm: 6.3250 2020-07-27 05:10:18,278 - mmaction - INFO - Epoch [70][3140/3757] lr: 2.000e-03, eta: 21:24:33, time: 0.738, data_time: 0.003, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.4210 2020-07-27 05:10:31,806 - mmaction - INFO - Epoch [70][3160/3757] lr: 2.000e-03, eta: 21:24:19, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4122, loss: 1.4122, grad_norm: 6.3318 2020-07-27 05:10:45,824 - mmaction - INFO - Epoch [70][3180/3757] lr: 2.000e-03, eta: 21:24:06, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3874, loss: 1.3874, grad_norm: 6.1290 2020-07-27 05:11:00,378 - mmaction - INFO - Epoch [70][3200/3757] lr: 2.000e-03, eta: 21:23:53, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3591, loss: 1.3591, grad_norm: 6.1862 2020-07-27 05:11:13,707 - mmaction - INFO - Epoch [70][3220/3757] lr: 2.000e-03, eta: 21:23:39, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.2841 2020-07-27 05:11:27,710 - mmaction - INFO - Epoch [70][3240/3757] lr: 2.000e-03, eta: 21:23:26, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.4007, loss: 1.4007, grad_norm: 6.3447 2020-07-27 05:11:41,722 - mmaction - INFO - Epoch [70][3260/3757] lr: 2.000e-03, eta: 21:23:12, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8594, loss_cls: 1.4199, loss: 1.4199, grad_norm: 6.3794 2020-07-27 05:11:55,015 - mmaction - INFO - Epoch [70][3280/3757] lr: 2.000e-03, eta: 21:22:59, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4701, loss: 1.4701, grad_norm: 6.3099 2020-07-27 05:12:08,926 - mmaction - INFO - Epoch [70][3300/3757] lr: 2.000e-03, eta: 21:22:45, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3768, loss: 1.3768, grad_norm: 6.2283 2020-07-27 05:12:23,259 - mmaction - INFO - Epoch [70][3320/3757] lr: 2.000e-03, eta: 21:22:32, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4484, loss: 1.4484, grad_norm: 6.3893 2020-07-27 05:12:36,473 - mmaction - INFO - Epoch [70][3340/3757] lr: 2.000e-03, eta: 21:22:18, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2820, loss: 1.2820, grad_norm: 6.1548 2020-07-27 05:12:50,944 - mmaction - INFO - Epoch [70][3360/3757] lr: 2.000e-03, eta: 21:22:05, time: 0.725, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4356, loss: 1.4356, grad_norm: 6.4157 2020-07-27 05:13:06,486 - mmaction - INFO - Epoch [70][3380/3757] lr: 2.000e-03, eta: 21:21:52, time: 0.777, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3714, loss: 1.3714, grad_norm: 6.2735 2020-07-27 05:13:19,864 - mmaction - INFO - Epoch [70][3400/3757] lr: 2.000e-03, eta: 21:21:38, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3681, loss: 1.3681, grad_norm: 6.4787 2020-07-27 05:13:33,123 - mmaction - INFO - Epoch [70][3420/3757] lr: 2.000e-03, eta: 21:21:25, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8492, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.2476 2020-07-27 05:13:47,926 - mmaction - INFO - Epoch [70][3440/3757] lr: 2.000e-03, eta: 21:21:11, time: 0.743, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2803, loss: 1.2803, grad_norm: 6.3751 2020-07-27 05:14:01,180 - mmaction - INFO - Epoch [70][3460/3757] lr: 2.000e-03, eta: 21:20:58, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3863, loss: 1.3863, grad_norm: 6.3644 2020-07-27 05:14:15,256 - mmaction - INFO - Epoch [70][3480/3757] lr: 2.000e-03, eta: 21:20:44, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.2605 2020-07-27 05:14:28,780 - mmaction - INFO - Epoch [70][3500/3757] lr: 2.000e-03, eta: 21:20:31, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.5482 2020-07-27 05:14:42,286 - mmaction - INFO - Epoch [70][3520/3757] lr: 2.000e-03, eta: 21:20:17, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3329, loss: 1.3329, grad_norm: 6.2969 2020-07-27 05:14:56,838 - mmaction - INFO - Epoch [70][3540/3757] lr: 2.000e-03, eta: 21:20:04, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3032, loss: 1.3032, grad_norm: 6.3130 2020-07-27 05:15:10,237 - mmaction - INFO - Epoch [70][3560/3757] lr: 2.000e-03, eta: 21:19:50, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.3794 2020-07-27 05:15:23,782 - mmaction - INFO - Epoch [70][3580/3757] lr: 2.000e-03, eta: 21:19:37, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8602, loss_cls: 1.4688, loss: 1.4688, grad_norm: 6.6647 2020-07-27 05:15:37,268 - mmaction - INFO - Epoch [70][3600/3757] lr: 2.000e-03, eta: 21:19:23, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.3875, loss: 1.3875, grad_norm: 6.5451 2020-07-27 05:15:51,207 - mmaction - INFO - Epoch [70][3620/3757] lr: 2.000e-03, eta: 21:19:09, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.3883 2020-07-27 05:16:04,900 - mmaction - INFO - Epoch [70][3640/3757] lr: 2.000e-03, eta: 21:18:56, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.3979 2020-07-27 05:16:19,537 - mmaction - INFO - Epoch [70][3660/3757] lr: 2.000e-03, eta: 21:18:43, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.4381 2020-07-27 05:16:32,948 - mmaction - INFO - Epoch [70][3680/3757] lr: 2.000e-03, eta: 21:18:29, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4150, loss: 1.4150, grad_norm: 6.3840 2020-07-27 05:16:46,560 - mmaction - INFO - Epoch [70][3700/3757] lr: 2.000e-03, eta: 21:18:15, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.3007 2020-07-27 05:17:00,917 - mmaction - INFO - Epoch [70][3720/3757] lr: 2.000e-03, eta: 21:18:02, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8719, loss_cls: 1.3406, loss: 1.3406, grad_norm: 6.4328 2020-07-27 05:17:14,377 - mmaction - INFO - Epoch [70][3740/3757] lr: 2.000e-03, eta: 21:17:48, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4263, loss: 1.4263, grad_norm: 6.4218 2020-07-27 05:17:27,354 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-27 05:17:53,707 - mmaction - INFO - Epoch [71][20/3757] lr: 2.000e-03, eta: 21:17:23, time: 1.250, data_time: 0.583, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4577, loss: 1.4577, grad_norm: 6.4107 2020-07-27 05:18:06,044 - mmaction - INFO - Epoch [71][40/3757] lr: 2.000e-03, eta: 21:17:09, time: 0.617, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4167, loss: 1.4167, grad_norm: 6.4178 2020-07-27 05:18:19,577 - mmaction - INFO - Epoch [71][60/3757] lr: 2.000e-03, eta: 21:16:55, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4226, loss: 1.4226, grad_norm: 6.4826 2020-07-27 05:18:32,917 - mmaction - INFO - Epoch [71][80/3757] lr: 2.000e-03, eta: 21:16:42, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.1105 2020-07-27 05:18:46,136 - mmaction - INFO - Epoch [71][100/3757] lr: 2.000e-03, eta: 21:16:28, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3541, loss: 1.3541, grad_norm: 6.2285 2020-07-27 05:19:00,442 - mmaction - INFO - Epoch [71][120/3757] lr: 2.000e-03, eta: 21:16:15, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.1655 2020-07-27 05:19:14,355 - mmaction - INFO - Epoch [71][140/3757] lr: 2.000e-03, eta: 21:16:01, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.3267 2020-07-27 05:19:28,497 - mmaction - INFO - Epoch [71][160/3757] lr: 2.000e-03, eta: 21:15:48, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.2476 2020-07-27 05:19:41,778 - mmaction - INFO - Epoch [71][180/3757] lr: 2.000e-03, eta: 21:15:34, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3122, loss: 1.3122, grad_norm: 6.3320 2020-07-27 05:19:55,750 - mmaction - INFO - Epoch [71][200/3757] lr: 2.000e-03, eta: 21:15:21, time: 0.699, data_time: 0.002, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2832, loss: 1.2832, grad_norm: 6.0466 2020-07-27 05:20:10,261 - mmaction - INFO - Epoch [71][220/3757] lr: 2.000e-03, eta: 21:15:07, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.3028 2020-07-27 05:20:23,730 - mmaction - INFO - Epoch [71][240/3757] lr: 2.000e-03, eta: 21:14:54, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.5293 2020-07-27 05:20:38,094 - mmaction - INFO - Epoch [71][260/3757] lr: 2.000e-03, eta: 21:14:40, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3864, loss: 1.3864, grad_norm: 6.5392 2020-07-27 05:20:52,147 - mmaction - INFO - Epoch [71][280/3757] lr: 2.000e-03, eta: 21:14:27, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3011, loss: 1.3011, grad_norm: 6.2003 2020-07-27 05:21:06,123 - mmaction - INFO - Epoch [71][300/3757] lr: 2.000e-03, eta: 21:14:14, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2818, loss: 1.2818, grad_norm: 6.4011 2020-07-27 05:21:20,239 - mmaction - INFO - Epoch [71][320/3757] lr: 2.000e-03, eta: 21:14:00, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.3313 2020-07-27 05:21:34,531 - mmaction - INFO - Epoch [71][340/3757] lr: 2.000e-03, eta: 21:13:47, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.3253 2020-07-27 05:21:47,742 - mmaction - INFO - Epoch [71][360/3757] lr: 2.000e-03, eta: 21:13:33, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.5085 2020-07-27 05:22:01,558 - mmaction - INFO - Epoch [71][380/3757] lr: 2.000e-03, eta: 21:13:20, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.4634 2020-07-27 05:22:15,931 - mmaction - INFO - Epoch [71][400/3757] lr: 2.000e-03, eta: 21:13:06, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.4036, loss: 1.4036, grad_norm: 6.5896 2020-07-27 05:22:29,266 - mmaction - INFO - Epoch [71][420/3757] lr: 2.000e-03, eta: 21:12:53, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3766, loss: 1.3766, grad_norm: 6.3879 2020-07-27 05:22:44,336 - mmaction - INFO - Epoch [71][440/3757] lr: 2.000e-03, eta: 21:12:40, time: 0.756, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.3621 2020-07-27 05:22:58,114 - mmaction - INFO - Epoch [71][460/3757] lr: 2.000e-03, eta: 21:12:26, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.3640, loss: 1.3640, grad_norm: 6.3548 2020-07-27 05:23:13,610 - mmaction - INFO - Epoch [71][480/3757] lr: 2.000e-03, eta: 21:12:13, time: 0.775, data_time: 0.001, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3202, loss: 1.3202, grad_norm: 6.2113 2020-07-27 05:23:27,976 - mmaction - INFO - Epoch [71][500/3757] lr: 2.000e-03, eta: 21:12:00, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8320, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.2688 2020-07-27 05:23:41,103 - mmaction - INFO - Epoch [71][520/3757] lr: 2.000e-03, eta: 21:11:46, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3262, loss: 1.3262, grad_norm: 6.1579 2020-07-27 05:23:55,153 - mmaction - INFO - Epoch [71][540/3757] lr: 2.000e-03, eta: 21:11:33, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3124, loss: 1.3124, grad_norm: 6.3360 2020-07-27 05:24:09,808 - mmaction - INFO - Epoch [71][560/3757] lr: 2.000e-03, eta: 21:11:20, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.1410 2020-07-27 05:24:23,364 - mmaction - INFO - Epoch [71][580/3757] lr: 2.000e-03, eta: 21:11:06, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4457, loss: 1.4457, grad_norm: 6.2595 2020-07-27 05:24:37,247 - mmaction - INFO - Epoch [71][600/3757] lr: 2.000e-03, eta: 21:10:53, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.4863 2020-07-27 05:24:51,728 - mmaction - INFO - Epoch [71][620/3757] lr: 2.000e-03, eta: 21:10:39, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3463, loss: 1.3463, grad_norm: 6.3810 2020-07-27 05:25:04,755 - mmaction - INFO - Epoch [71][640/3757] lr: 2.000e-03, eta: 21:10:26, time: 0.652, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.5010 2020-07-27 05:25:18,717 - mmaction - INFO - Epoch [71][660/3757] lr: 2.000e-03, eta: 21:10:12, time: 0.698, data_time: 0.001, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.3124 2020-07-27 05:25:32,781 - mmaction - INFO - Epoch [71][680/3757] lr: 2.000e-03, eta: 21:09:59, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.5283 2020-07-27 05:25:46,403 - mmaction - INFO - Epoch [71][700/3757] lr: 2.000e-03, eta: 21:09:45, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4477, loss: 1.4477, grad_norm: 6.5438 2020-07-27 05:25:59,775 - mmaction - INFO - Epoch [71][720/3757] lr: 2.000e-03, eta: 21:09:31, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.0077 2020-07-27 05:26:13,158 - mmaction - INFO - Epoch [71][740/3757] lr: 2.000e-03, eta: 21:09:18, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3949, loss: 1.3949, grad_norm: 6.4086 2020-07-27 05:26:27,567 - mmaction - INFO - Epoch [71][760/3757] lr: 2.000e-03, eta: 21:09:04, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4560, loss: 1.4560, grad_norm: 6.4337 2020-07-27 05:26:42,013 - mmaction - INFO - Epoch [71][780/3757] lr: 2.000e-03, eta: 21:08:51, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.5778 2020-07-27 05:26:55,624 - mmaction - INFO - Epoch [71][800/3757] lr: 2.000e-03, eta: 21:08:38, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3346, loss: 1.3346, grad_norm: 6.3321 2020-07-27 05:27:08,752 - mmaction - INFO - Epoch [71][820/3757] lr: 2.000e-03, eta: 21:08:24, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.3270, loss: 1.3270, grad_norm: 6.2670 2020-07-27 05:27:22,290 - mmaction - INFO - Epoch [71][840/3757] lr: 2.000e-03, eta: 21:08:10, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.2085 2020-07-27 05:27:37,627 - mmaction - INFO - Epoch [71][860/3757] lr: 2.000e-03, eta: 21:07:57, time: 0.764, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4042, loss: 1.4042, grad_norm: 6.3636 2020-07-27 05:27:50,664 - mmaction - INFO - Epoch [71][880/3757] lr: 2.000e-03, eta: 21:07:43, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3735, loss: 1.3735, grad_norm: 6.3869 2020-07-27 05:28:05,443 - mmaction - INFO - Epoch [71][900/3757] lr: 2.000e-03, eta: 21:07:30, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.2689 2020-07-27 05:28:19,228 - mmaction - INFO - Epoch [71][920/3757] lr: 2.000e-03, eta: 21:07:17, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.3252 2020-07-27 05:28:32,793 - mmaction - INFO - Epoch [71][940/3757] lr: 2.000e-03, eta: 21:07:03, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.4985 2020-07-27 05:28:46,896 - mmaction - INFO - Epoch [71][960/3757] lr: 2.000e-03, eta: 21:06:50, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8617, loss_cls: 1.3881, loss: 1.3881, grad_norm: 6.4715 2020-07-27 05:29:00,261 - mmaction - INFO - Epoch [71][980/3757] lr: 2.000e-03, eta: 21:06:36, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4094, loss: 1.4094, grad_norm: 6.4386 2020-07-27 05:29:13,829 - mmaction - INFO - Epoch [71][1000/3757] lr: 2.000e-03, eta: 21:06:22, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8664, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.2700 2020-07-27 05:29:27,428 - mmaction - INFO - Epoch [71][1020/3757] lr: 2.000e-03, eta: 21:06:09, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.3725 2020-07-27 05:29:41,217 - mmaction - INFO - Epoch [71][1040/3757] lr: 2.000e-03, eta: 21:05:55, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2975, loss: 1.2975, grad_norm: 6.1407 2020-07-27 05:29:55,307 - mmaction - INFO - Epoch [71][1060/3757] lr: 2.000e-03, eta: 21:05:42, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4472, loss: 1.4472, grad_norm: 6.4628 2020-07-27 05:30:09,006 - mmaction - INFO - Epoch [71][1080/3757] lr: 2.000e-03, eta: 21:05:28, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.4329 2020-07-27 05:30:23,223 - mmaction - INFO - Epoch [71][1100/3757] lr: 2.000e-03, eta: 21:05:15, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3792, loss: 1.3792, grad_norm: 6.2575 2020-07-27 05:30:37,580 - mmaction - INFO - Epoch [71][1120/3757] lr: 2.000e-03, eta: 21:05:02, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8508, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.5438 2020-07-27 05:30:51,629 - mmaction - INFO - Epoch [71][1140/3757] lr: 2.000e-03, eta: 21:04:48, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3815, loss: 1.3815, grad_norm: 6.4628 2020-07-27 05:31:05,510 - mmaction - INFO - Epoch [71][1160/3757] lr: 2.000e-03, eta: 21:04:35, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4245, loss: 1.4245, grad_norm: 6.3517 2020-07-27 05:31:18,991 - mmaction - INFO - Epoch [71][1180/3757] lr: 2.000e-03, eta: 21:04:21, time: 0.680, data_time: 0.009, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3234, loss: 1.3234, grad_norm: 6.1729 2020-07-27 05:31:32,547 - mmaction - INFO - Epoch [71][1200/3757] lr: 2.000e-03, eta: 21:04:08, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3252, loss: 1.3252, grad_norm: 6.4241 2020-07-27 05:31:46,058 - mmaction - INFO - Epoch [71][1220/3757] lr: 2.000e-03, eta: 21:03:54, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8477, loss_cls: 1.3839, loss: 1.3839, grad_norm: 6.2925 2020-07-27 05:31:59,515 - mmaction - INFO - Epoch [71][1240/3757] lr: 2.000e-03, eta: 21:03:40, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8695, loss_cls: 1.3565, loss: 1.3565, grad_norm: 6.6033 2020-07-27 05:32:13,635 - mmaction - INFO - Epoch [71][1260/3757] lr: 2.000e-03, eta: 21:03:27, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3789, loss: 1.3789, grad_norm: 6.3847 2020-07-27 05:32:27,890 - mmaction - INFO - Epoch [71][1280/3757] lr: 2.000e-03, eta: 21:03:14, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.7007 2020-07-27 05:32:42,039 - mmaction - INFO - Epoch [71][1300/3757] lr: 2.000e-03, eta: 21:03:00, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3870, loss: 1.3870, grad_norm: 6.5005 2020-07-27 05:32:56,666 - mmaction - INFO - Epoch [71][1320/3757] lr: 2.000e-03, eta: 21:02:47, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4248, loss: 1.4248, grad_norm: 6.6241 2020-07-27 05:33:10,317 - mmaction - INFO - Epoch [71][1340/3757] lr: 2.000e-03, eta: 21:02:33, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.4543 2020-07-27 05:33:24,219 - mmaction - INFO - Epoch [71][1360/3757] lr: 2.000e-03, eta: 21:02:20, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.1303 2020-07-27 05:33:38,507 - mmaction - INFO - Epoch [71][1380/3757] lr: 2.000e-03, eta: 21:02:07, time: 0.714, data_time: 0.002, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2826, loss: 1.2826, grad_norm: 6.0708 2020-07-27 05:33:52,147 - mmaction - INFO - Epoch [71][1400/3757] lr: 2.000e-03, eta: 21:01:53, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.2158 2020-07-27 05:34:06,929 - mmaction - INFO - Epoch [71][1420/3757] lr: 2.000e-03, eta: 21:01:40, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.3961 2020-07-27 05:34:21,127 - mmaction - INFO - Epoch [71][1440/3757] lr: 2.000e-03, eta: 21:01:27, time: 0.710, data_time: 0.002, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.6431 2020-07-27 05:34:35,174 - mmaction - INFO - Epoch [71][1460/3757] lr: 2.000e-03, eta: 21:01:13, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3189, loss: 1.3189, grad_norm: 6.1479 2020-07-27 05:34:50,565 - mmaction - INFO - Epoch [71][1480/3757] lr: 2.000e-03, eta: 21:01:00, time: 0.774, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3480, loss: 1.3480, grad_norm: 6.3813 2020-07-27 05:35:04,113 - mmaction - INFO - Epoch [71][1500/3757] lr: 2.000e-03, eta: 21:00:47, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.3613 2020-07-27 05:35:17,372 - mmaction - INFO - Epoch [71][1520/3757] lr: 2.000e-03, eta: 21:00:33, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3345, loss: 1.3345, grad_norm: 6.2767 2020-07-27 05:35:31,800 - mmaction - INFO - Epoch [71][1540/3757] lr: 2.000e-03, eta: 21:00:20, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.3699, loss: 1.3699, grad_norm: 6.2028 2020-07-27 05:35:46,853 - mmaction - INFO - Epoch [71][1560/3757] lr: 2.000e-03, eta: 21:00:07, time: 0.755, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.3998, loss: 1.3998, grad_norm: 6.3785 2020-07-27 05:36:00,445 - mmaction - INFO - Epoch [71][1580/3757] lr: 2.000e-03, eta: 20:59:53, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3739, loss: 1.3739, grad_norm: 6.3271 2020-07-27 05:36:14,357 - mmaction - INFO - Epoch [71][1600/3757] lr: 2.000e-03, eta: 20:59:40, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.6449 2020-07-27 05:36:27,612 - mmaction - INFO - Epoch [71][1620/3757] lr: 2.000e-03, eta: 20:59:26, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.2605 2020-07-27 05:36:41,262 - mmaction - INFO - Epoch [71][1640/3757] lr: 2.000e-03, eta: 20:59:12, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4616, loss: 1.4616, grad_norm: 6.4833 2020-07-27 05:36:55,329 - mmaction - INFO - Epoch [71][1660/3757] lr: 2.000e-03, eta: 20:58:59, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2908, loss: 1.2908, grad_norm: 6.0632 2020-07-27 05:37:09,827 - mmaction - INFO - Epoch [71][1680/3757] lr: 2.000e-03, eta: 20:58:46, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.3648 2020-07-27 05:37:24,151 - mmaction - INFO - Epoch [71][1700/3757] lr: 2.000e-03, eta: 20:58:32, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3813, loss: 1.3813, grad_norm: 6.3445 2020-07-27 05:37:37,629 - mmaction - INFO - Epoch [71][1720/3757] lr: 2.000e-03, eta: 20:58:19, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3785, loss: 1.3785, grad_norm: 6.6806 2020-07-27 05:37:52,248 - mmaction - INFO - Epoch [71][1740/3757] lr: 2.000e-03, eta: 20:58:05, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4608, loss: 1.4608, grad_norm: 6.6138 2020-07-27 05:38:06,392 - mmaction - INFO - Epoch [71][1760/3757] lr: 2.000e-03, eta: 20:57:52, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3824, loss: 1.3824, grad_norm: 6.5255 2020-07-27 05:38:20,973 - mmaction - INFO - Epoch [71][1780/3757] lr: 2.000e-03, eta: 20:57:39, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.3398 2020-07-27 05:38:34,243 - mmaction - INFO - Epoch [71][1800/3757] lr: 2.000e-03, eta: 20:57:25, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8508, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.3246 2020-07-27 05:38:49,458 - mmaction - INFO - Epoch [71][1820/3757] lr: 2.000e-03, eta: 20:57:12, time: 0.761, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.5512 2020-07-27 05:39:02,550 - mmaction - INFO - Epoch [71][1840/3757] lr: 2.000e-03, eta: 20:56:58, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.4176, loss: 1.4176, grad_norm: 6.6003 2020-07-27 05:39:16,583 - mmaction - INFO - Epoch [71][1860/3757] lr: 2.000e-03, eta: 20:56:45, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3894, loss: 1.3894, grad_norm: 6.3625 2020-07-27 05:39:30,566 - mmaction - INFO - Epoch [71][1880/3757] lr: 2.000e-03, eta: 20:56:32, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3852, loss: 1.3852, grad_norm: 6.3476 2020-07-27 05:39:44,537 - mmaction - INFO - Epoch [71][1900/3757] lr: 2.000e-03, eta: 20:56:18, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4292, loss: 1.4292, grad_norm: 6.4350 2020-07-27 05:39:58,266 - mmaction - INFO - Epoch [71][1920/3757] lr: 2.000e-03, eta: 20:56:05, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3613, loss: 1.3613, grad_norm: 6.3681 2020-07-27 05:40:12,444 - mmaction - INFO - Epoch [71][1940/3757] lr: 2.000e-03, eta: 20:55:51, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4397, loss: 1.4397, grad_norm: 6.7842 2020-07-27 05:40:26,258 - mmaction - INFO - Epoch [71][1960/3757] lr: 2.000e-03, eta: 20:55:38, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.7416 2020-07-27 05:40:40,761 - mmaction - INFO - Epoch [71][1980/3757] lr: 2.000e-03, eta: 20:55:24, time: 0.723, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3266, loss: 1.3266, grad_norm: 6.1192 2020-07-27 05:40:55,030 - mmaction - INFO - Epoch [71][2000/3757] lr: 2.000e-03, eta: 20:55:11, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.2603 2020-07-27 05:41:08,465 - mmaction - INFO - Epoch [71][2020/3757] lr: 2.000e-03, eta: 20:54:57, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8742, loss_cls: 1.2949, loss: 1.2949, grad_norm: 6.2790 2020-07-27 05:41:22,523 - mmaction - INFO - Epoch [71][2040/3757] lr: 2.000e-03, eta: 20:54:44, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3310, loss: 1.3310, grad_norm: 6.2334 2020-07-27 05:41:37,002 - mmaction - INFO - Epoch [71][2060/3757] lr: 2.000e-03, eta: 20:54:31, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3698, loss: 1.3698, grad_norm: 6.2177 2020-07-27 05:41:50,426 - mmaction - INFO - Epoch [71][2080/3757] lr: 2.000e-03, eta: 20:54:17, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.3159 2020-07-27 05:42:05,366 - mmaction - INFO - Epoch [71][2100/3757] lr: 2.000e-03, eta: 20:54:04, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.5431 2020-07-27 05:42:18,655 - mmaction - INFO - Epoch [71][2120/3757] lr: 2.000e-03, eta: 20:53:50, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.1786 2020-07-27 05:42:32,510 - mmaction - INFO - Epoch [71][2140/3757] lr: 2.000e-03, eta: 20:53:37, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.4529 2020-07-27 05:42:46,177 - mmaction - INFO - Epoch [71][2160/3757] lr: 2.000e-03, eta: 20:53:23, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4592, loss: 1.4592, grad_norm: 6.5664 2020-07-27 05:43:00,833 - mmaction - INFO - Epoch [71][2180/3757] lr: 2.000e-03, eta: 20:53:10, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3923, loss: 1.3923, grad_norm: 6.4710 2020-07-27 05:43:14,821 - mmaction - INFO - Epoch [71][2200/3757] lr: 2.000e-03, eta: 20:52:57, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3679, loss: 1.3679, grad_norm: 6.2480 2020-07-27 05:43:28,801 - mmaction - INFO - Epoch [71][2220/3757] lr: 2.000e-03, eta: 20:52:43, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.5854 2020-07-27 05:43:42,280 - mmaction - INFO - Epoch [71][2240/3757] lr: 2.000e-03, eta: 20:52:29, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3965, loss: 1.3965, grad_norm: 6.3606 2020-07-27 05:43:56,197 - mmaction - INFO - Epoch [71][2260/3757] lr: 2.000e-03, eta: 20:52:16, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3095, loss: 1.3095, grad_norm: 6.1518 2020-07-27 05:44:11,025 - mmaction - INFO - Epoch [71][2280/3757] lr: 2.000e-03, eta: 20:52:03, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.5597 2020-07-27 05:44:24,598 - mmaction - INFO - Epoch [71][2300/3757] lr: 2.000e-03, eta: 20:51:49, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.4272 2020-07-27 05:44:38,260 - mmaction - INFO - Epoch [71][2320/3757] lr: 2.000e-03, eta: 20:51:36, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3795, loss: 1.3795, grad_norm: 6.4124 2020-07-27 05:44:52,165 - mmaction - INFO - Epoch [71][2340/3757] lr: 2.000e-03, eta: 20:51:22, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4537, loss: 1.4537, grad_norm: 6.7014 2020-07-27 05:45:07,561 - mmaction - INFO - Epoch [71][2360/3757] lr: 2.000e-03, eta: 20:51:09, time: 0.772, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4629, loss: 1.4629, grad_norm: 6.6806 2020-07-27 05:45:22,742 - mmaction - INFO - Epoch [71][2380/3757] lr: 2.000e-03, eta: 20:50:56, time: 0.759, data_time: 0.002, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4696, loss: 1.4696, grad_norm: 6.5760 2020-07-27 05:45:35,755 - mmaction - INFO - Epoch [71][2400/3757] lr: 2.000e-03, eta: 20:50:43, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4001, loss: 1.4001, grad_norm: 6.3363 2020-07-27 05:45:49,395 - mmaction - INFO - Epoch [71][2420/3757] lr: 2.000e-03, eta: 20:50:29, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.5115 2020-07-27 05:46:03,274 - mmaction - INFO - Epoch [71][2440/3757] lr: 2.000e-03, eta: 20:50:15, time: 0.697, data_time: 0.009, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3326, loss: 1.3326, grad_norm: 6.3361 2020-07-27 05:46:16,597 - mmaction - INFO - Epoch [71][2460/3757] lr: 2.000e-03, eta: 20:50:02, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.5196 2020-07-27 05:46:30,318 - mmaction - INFO - Epoch [71][2480/3757] lr: 2.000e-03, eta: 20:49:48, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.3570 2020-07-27 05:46:45,261 - mmaction - INFO - Epoch [71][2500/3757] lr: 2.000e-03, eta: 20:49:35, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.3114 2020-07-27 05:46:59,794 - mmaction - INFO - Epoch [71][2520/3757] lr: 2.000e-03, eta: 20:49:22, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8695, loss_cls: 1.3230, loss: 1.3230, grad_norm: 6.3889 2020-07-27 05:47:14,202 - mmaction - INFO - Epoch [71][2540/3757] lr: 2.000e-03, eta: 20:49:09, time: 0.718, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.4564 2020-07-27 05:47:28,831 - mmaction - INFO - Epoch [71][2560/3757] lr: 2.000e-03, eta: 20:48:55, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3538, loss: 1.3538, grad_norm: 6.2318 2020-07-27 05:47:43,204 - mmaction - INFO - Epoch [71][2580/3757] lr: 2.000e-03, eta: 20:48:42, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4073, loss: 1.4073, grad_norm: 6.4600 2020-07-27 05:47:56,214 - mmaction - INFO - Epoch [71][2600/3757] lr: 2.000e-03, eta: 20:48:28, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4445, loss: 1.4445, grad_norm: 6.4224 2020-07-27 05:48:10,180 - mmaction - INFO - Epoch [71][2620/3757] lr: 2.000e-03, eta: 20:48:15, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.2963 2020-07-27 05:48:23,940 - mmaction - INFO - Epoch [71][2640/3757] lr: 2.000e-03, eta: 20:48:01, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.3931, loss: 1.3931, grad_norm: 6.3615 2020-07-27 05:48:37,404 - mmaction - INFO - Epoch [71][2660/3757] lr: 2.000e-03, eta: 20:47:48, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.2048 2020-07-27 05:48:52,017 - mmaction - INFO - Epoch [71][2680/3757] lr: 2.000e-03, eta: 20:47:34, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.2807 2020-07-27 05:49:06,476 - mmaction - INFO - Epoch [71][2700/3757] lr: 2.000e-03, eta: 20:47:21, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3767, loss: 1.3767, grad_norm: 6.5175 2020-07-27 05:49:19,594 - mmaction - INFO - Epoch [71][2720/3757] lr: 2.000e-03, eta: 20:47:07, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.2208 2020-07-27 05:49:33,272 - mmaction - INFO - Epoch [71][2740/3757] lr: 2.000e-03, eta: 20:46:54, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4399, loss: 1.4399, grad_norm: 6.5141 2020-07-27 05:49:46,799 - mmaction - INFO - Epoch [71][2760/3757] lr: 2.000e-03, eta: 20:46:40, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3687, loss: 1.3687, grad_norm: 6.4611 2020-07-27 05:50:00,530 - mmaction - INFO - Epoch [71][2780/3757] lr: 2.000e-03, eta: 20:46:27, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.4690 2020-07-27 05:50:13,681 - mmaction - INFO - Epoch [71][2800/3757] lr: 2.000e-03, eta: 20:46:13, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.6720 2020-07-27 05:50:27,269 - mmaction - INFO - Epoch [71][2820/3757] lr: 2.000e-03, eta: 20:45:59, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4185, loss: 1.4185, grad_norm: 6.3739 2020-07-27 05:50:41,259 - mmaction - INFO - Epoch [71][2840/3757] lr: 2.000e-03, eta: 20:45:46, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4042, loss: 1.4042, grad_norm: 6.4646 2020-07-27 05:50:54,931 - mmaction - INFO - Epoch [71][2860/3757] lr: 2.000e-03, eta: 20:45:32, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8602, loss_cls: 1.4128, loss: 1.4128, grad_norm: 6.5063 2020-07-27 05:51:09,482 - mmaction - INFO - Epoch [71][2880/3757] lr: 2.000e-03, eta: 20:45:19, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.4096 2020-07-27 05:51:23,116 - mmaction - INFO - Epoch [71][2900/3757] lr: 2.000e-03, eta: 20:45:05, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8664, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.4169 2020-07-27 05:51:36,744 - mmaction - INFO - Epoch [71][2920/3757] lr: 2.000e-03, eta: 20:44:52, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.2225 2020-07-27 05:51:50,016 - mmaction - INFO - Epoch [71][2940/3757] lr: 2.000e-03, eta: 20:44:38, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2906, loss: 1.2906, grad_norm: 6.2905 2020-07-27 05:52:04,428 - mmaction - INFO - Epoch [71][2960/3757] lr: 2.000e-03, eta: 20:44:25, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3959, loss: 1.3959, grad_norm: 6.6268 2020-07-27 05:52:18,098 - mmaction - INFO - Epoch [71][2980/3757] lr: 2.000e-03, eta: 20:44:11, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5103, loss: 1.5103, grad_norm: 6.6210 2020-07-27 05:52:32,891 - mmaction - INFO - Epoch [71][3000/3757] lr: 2.000e-03, eta: 20:43:58, time: 0.744, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8383, loss_cls: 1.4360, loss: 1.4360, grad_norm: 6.5739 2020-07-27 05:52:46,696 - mmaction - INFO - Epoch [71][3020/3757] lr: 2.000e-03, eta: 20:43:45, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4332, loss: 1.4332, grad_norm: 6.6241 2020-07-27 05:53:01,840 - mmaction - INFO - Epoch [71][3040/3757] lr: 2.000e-03, eta: 20:43:32, time: 0.761, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8688, loss_cls: 1.3715, loss: 1.3715, grad_norm: 6.6162 2020-07-27 05:53:15,290 - mmaction - INFO - Epoch [71][3060/3757] lr: 2.000e-03, eta: 20:43:18, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8656, loss_cls: 1.4318, loss: 1.4318, grad_norm: 6.6048 2020-07-27 05:53:29,327 - mmaction - INFO - Epoch [71][3080/3757] lr: 2.000e-03, eta: 20:43:04, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3306, loss: 1.3306, grad_norm: 6.1985 2020-07-27 05:53:42,473 - mmaction - INFO - Epoch [71][3100/3757] lr: 2.000e-03, eta: 20:42:51, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3478, loss: 1.3478, grad_norm: 6.3431 2020-07-27 05:53:56,552 - mmaction - INFO - Epoch [71][3120/3757] lr: 2.000e-03, eta: 20:42:37, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.3985, loss: 1.3985, grad_norm: 6.3197 2020-07-27 05:54:10,721 - mmaction - INFO - Epoch [71][3140/3757] lr: 2.000e-03, eta: 20:42:24, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3210, loss: 1.3210, grad_norm: 6.1749 2020-07-27 05:54:24,362 - mmaction - INFO - Epoch [71][3160/3757] lr: 2.000e-03, eta: 20:42:10, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3556, loss: 1.3556, grad_norm: 6.3861 2020-07-27 05:54:38,000 - mmaction - INFO - Epoch [71][3180/3757] lr: 2.000e-03, eta: 20:41:57, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.4026 2020-07-27 05:54:51,869 - mmaction - INFO - Epoch [71][3200/3757] lr: 2.000e-03, eta: 20:41:43, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8805, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.1658 2020-07-27 05:55:06,117 - mmaction - INFO - Epoch [71][3220/3757] lr: 2.000e-03, eta: 20:41:30, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4339, loss: 1.4339, grad_norm: 6.4180 2020-07-27 05:55:19,235 - mmaction - INFO - Epoch [71][3240/3757] lr: 2.000e-03, eta: 20:41:16, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.2926 2020-07-27 05:55:33,292 - mmaction - INFO - Epoch [71][3260/3757] lr: 2.000e-03, eta: 20:41:03, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3570, loss: 1.3570, grad_norm: 6.3683 2020-07-27 05:55:46,716 - mmaction - INFO - Epoch [71][3280/3757] lr: 2.000e-03, eta: 20:40:49, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4116, loss: 1.4116, grad_norm: 6.4410 2020-07-27 05:56:00,411 - mmaction - INFO - Epoch [71][3300/3757] lr: 2.000e-03, eta: 20:40:35, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.3348 2020-07-27 05:56:14,187 - mmaction - INFO - Epoch [71][3320/3757] lr: 2.000e-03, eta: 20:40:22, time: 0.688, data_time: 0.003, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3304, loss: 1.3304, grad_norm: 6.3040 2020-07-27 05:56:27,984 - mmaction - INFO - Epoch [71][3340/3757] lr: 2.000e-03, eta: 20:40:08, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4729, loss: 1.4729, grad_norm: 6.5908 2020-07-27 05:56:41,499 - mmaction - INFO - Epoch [71][3360/3757] lr: 2.000e-03, eta: 20:39:55, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.2085 2020-07-27 05:56:56,750 - mmaction - INFO - Epoch [71][3380/3757] lr: 2.000e-03, eta: 20:39:42, time: 0.760, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.4469 2020-07-27 05:57:09,847 - mmaction - INFO - Epoch [71][3400/3757] lr: 2.000e-03, eta: 20:39:28, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8398, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.4997 2020-07-27 05:57:23,245 - mmaction - INFO - Epoch [71][3420/3757] lr: 2.000e-03, eta: 20:39:14, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.6418 2020-07-27 05:57:37,418 - mmaction - INFO - Epoch [71][3440/3757] lr: 2.000e-03, eta: 20:39:01, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.2990, loss: 1.2990, grad_norm: 6.1069 2020-07-27 05:57:51,033 - mmaction - INFO - Epoch [71][3460/3757] lr: 2.000e-03, eta: 20:38:47, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3720, loss: 1.3720, grad_norm: 6.6029 2020-07-27 05:58:05,691 - mmaction - INFO - Epoch [71][3480/3757] lr: 2.000e-03, eta: 20:38:34, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.5378 2020-07-27 05:58:19,063 - mmaction - INFO - Epoch [71][3500/3757] lr: 2.000e-03, eta: 20:38:20, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.5563 2020-07-27 05:58:32,407 - mmaction - INFO - Epoch [71][3520/3757] lr: 2.000e-03, eta: 20:38:07, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.4310, loss: 1.4310, grad_norm: 6.6066 2020-07-27 05:58:45,788 - mmaction - INFO - Epoch [71][3540/3757] lr: 2.000e-03, eta: 20:37:53, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.3177 2020-07-27 05:58:59,695 - mmaction - INFO - Epoch [71][3560/3757] lr: 2.000e-03, eta: 20:37:39, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3446, loss: 1.3446, grad_norm: 6.4721 2020-07-27 05:59:14,441 - mmaction - INFO - Epoch [71][3580/3757] lr: 2.000e-03, eta: 20:37:26, time: 0.737, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4761, loss: 1.4761, grad_norm: 6.7252 2020-07-27 05:59:28,393 - mmaction - INFO - Epoch [71][3600/3757] lr: 2.000e-03, eta: 20:37:13, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2801, loss: 1.2801, grad_norm: 6.3821 2020-07-27 05:59:41,693 - mmaction - INFO - Epoch [71][3620/3757] lr: 2.000e-03, eta: 20:36:59, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.1874 2020-07-27 05:59:56,224 - mmaction - INFO - Epoch [71][3640/3757] lr: 2.000e-03, eta: 20:36:46, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4493, loss: 1.4493, grad_norm: 6.4360 2020-07-27 06:00:11,499 - mmaction - INFO - Epoch [71][3660/3757] lr: 2.000e-03, eta: 20:36:33, time: 0.757, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3841, loss: 1.3841, grad_norm: 6.5008 2020-07-27 06:00:24,695 - mmaction - INFO - Epoch [71][3680/3757] lr: 2.000e-03, eta: 20:36:19, time: 0.666, data_time: 0.014, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.4474 2020-07-27 06:00:38,583 - mmaction - INFO - Epoch [71][3700/3757] lr: 2.000e-03, eta: 20:36:06, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3578, loss: 1.3578, grad_norm: 6.2612 2020-07-27 06:00:51,905 - mmaction - INFO - Epoch [71][3720/3757] lr: 2.000e-03, eta: 20:35:52, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4684, loss: 1.4684, grad_norm: 6.5762 2020-07-27 06:01:05,743 - mmaction - INFO - Epoch [71][3740/3757] lr: 2.000e-03, eta: 20:35:38, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.4435, loss: 1.4435, grad_norm: 6.7044 2020-07-27 06:01:18,157 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-07-27 06:01:44,827 - mmaction - INFO - Epoch [72][20/3757] lr: 2.000e-03, eta: 20:35:13, time: 1.248, data_time: 0.607, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.5421 2020-07-27 06:01:57,323 - mmaction - INFO - Epoch [72][40/3757] lr: 2.000e-03, eta: 20:34:59, time: 0.626, data_time: 0.003, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4284, loss: 1.4284, grad_norm: 6.6123 2020-07-27 06:02:10,934 - mmaction - INFO - Epoch [72][60/3757] lr: 2.000e-03, eta: 20:34:46, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3280, loss: 1.3280, grad_norm: 6.3002 2020-07-27 06:02:24,507 - mmaction - INFO - Epoch [72][80/3757] lr: 2.000e-03, eta: 20:34:32, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2725, loss: 1.2725, grad_norm: 6.1953 2020-07-27 06:02:38,200 - mmaction - INFO - Epoch [72][100/3757] lr: 2.000e-03, eta: 20:34:18, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3242, loss: 1.3242, grad_norm: 6.3196 2020-07-27 06:02:51,617 - mmaction - INFO - Epoch [72][120/3757] lr: 2.000e-03, eta: 20:34:05, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3598, loss: 1.3598, grad_norm: 6.3561 2020-07-27 06:03:04,937 - mmaction - INFO - Epoch [72][140/3757] lr: 2.000e-03, eta: 20:33:51, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3524, loss: 1.3524, grad_norm: 6.3547 2020-07-27 06:03:18,671 - mmaction - INFO - Epoch [72][160/3757] lr: 2.000e-03, eta: 20:33:37, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3268, loss: 1.3268, grad_norm: 6.3499 2020-07-27 06:03:32,319 - mmaction - INFO - Epoch [72][180/3757] lr: 2.000e-03, eta: 20:33:24, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2966, loss: 1.2966, grad_norm: 6.1068 2020-07-27 06:03:45,970 - mmaction - INFO - Epoch [72][200/3757] lr: 2.000e-03, eta: 20:33:10, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.4948, loss: 1.4948, grad_norm: 6.5397 2020-07-27 06:03:59,934 - mmaction - INFO - Epoch [72][220/3757] lr: 2.000e-03, eta: 20:32:57, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.8316 2020-07-27 06:04:13,883 - mmaction - INFO - Epoch [72][240/3757] lr: 2.000e-03, eta: 20:32:43, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.2837 2020-07-27 06:04:27,364 - mmaction - INFO - Epoch [72][260/3757] lr: 2.000e-03, eta: 20:32:30, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4325, loss: 1.4325, grad_norm: 6.6473 2020-07-27 06:04:40,664 - mmaction - INFO - Epoch [72][280/3757] lr: 2.000e-03, eta: 20:32:16, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.2711 2020-07-27 06:04:55,330 - mmaction - INFO - Epoch [72][300/3757] lr: 2.000e-03, eta: 20:32:03, time: 0.733, data_time: 0.002, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.4412 2020-07-27 06:05:08,610 - mmaction - INFO - Epoch [72][320/3757] lr: 2.000e-03, eta: 20:31:49, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.4297, loss: 1.4297, grad_norm: 6.4904 2020-07-27 06:05:23,202 - mmaction - INFO - Epoch [72][340/3757] lr: 2.000e-03, eta: 20:31:36, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.4797 2020-07-27 06:05:37,006 - mmaction - INFO - Epoch [72][360/3757] lr: 2.000e-03, eta: 20:31:22, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3490, loss: 1.3490, grad_norm: 6.1899 2020-07-27 06:05:50,127 - mmaction - INFO - Epoch [72][380/3757] lr: 2.000e-03, eta: 20:31:08, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.5263, loss: 1.5263, grad_norm: 6.7766 2020-07-27 06:06:03,633 - mmaction - INFO - Epoch [72][400/3757] lr: 2.000e-03, eta: 20:30:55, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.4810 2020-07-27 06:06:17,778 - mmaction - INFO - Epoch [72][420/3757] lr: 2.000e-03, eta: 20:30:41, time: 0.707, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5363, loss: 1.5363, grad_norm: 6.6846 2020-07-27 06:06:31,108 - mmaction - INFO - Epoch [72][440/3757] lr: 2.000e-03, eta: 20:30:28, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.3134, loss: 1.3134, grad_norm: 6.3994 2020-07-27 06:06:45,160 - mmaction - INFO - Epoch [72][460/3757] lr: 2.000e-03, eta: 20:30:14, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3789, loss: 1.3789, grad_norm: 6.3344 2020-07-27 06:06:59,528 - mmaction - INFO - Epoch [72][480/3757] lr: 2.000e-03, eta: 20:30:01, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4604, loss: 1.4604, grad_norm: 6.5245 2020-07-27 06:07:12,985 - mmaction - INFO - Epoch [72][500/3757] lr: 2.000e-03, eta: 20:29:47, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3829, loss: 1.3829, grad_norm: 6.4039 2020-07-27 06:07:27,898 - mmaction - INFO - Epoch [72][520/3757] lr: 2.000e-03, eta: 20:29:34, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4225, loss: 1.4225, grad_norm: 6.5889 2020-07-27 06:07:42,119 - mmaction - INFO - Epoch [72][540/3757] lr: 2.000e-03, eta: 20:29:21, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.5564 2020-07-27 06:07:55,740 - mmaction - INFO - Epoch [72][560/3757] lr: 2.000e-03, eta: 20:29:07, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.1858 2020-07-27 06:08:08,804 - mmaction - INFO - Epoch [72][580/3757] lr: 2.000e-03, eta: 20:28:53, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.3976, loss: 1.3976, grad_norm: 6.5802 2020-07-27 06:08:22,727 - mmaction - INFO - Epoch [72][600/3757] lr: 2.000e-03, eta: 20:28:40, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.5812 2020-07-27 06:08:37,230 - mmaction - INFO - Epoch [72][620/3757] lr: 2.000e-03, eta: 20:28:27, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2508, loss: 1.2508, grad_norm: 6.0236 2020-07-27 06:08:51,142 - mmaction - INFO - Epoch [72][640/3757] lr: 2.000e-03, eta: 20:28:13, time: 0.694, data_time: 0.002, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8758, loss_cls: 1.3083, loss: 1.3083, grad_norm: 6.4555 2020-07-27 06:09:04,698 - mmaction - INFO - Epoch [72][660/3757] lr: 2.000e-03, eta: 20:28:00, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.3842, loss: 1.3842, grad_norm: 6.6524 2020-07-27 06:09:18,685 - mmaction - INFO - Epoch [72][680/3757] lr: 2.000e-03, eta: 20:27:46, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3455, loss: 1.3455, grad_norm: 6.3494 2020-07-27 06:09:33,500 - mmaction - INFO - Epoch [72][700/3757] lr: 2.000e-03, eta: 20:27:33, time: 0.740, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.2905 2020-07-27 06:09:46,851 - mmaction - INFO - Epoch [72][720/3757] lr: 2.000e-03, eta: 20:27:19, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.4538 2020-07-27 06:10:01,450 - mmaction - INFO - Epoch [72][740/3757] lr: 2.000e-03, eta: 20:27:06, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4487, loss: 1.4487, grad_norm: 6.6185 2020-07-27 06:10:15,540 - mmaction - INFO - Epoch [72][760/3757] lr: 2.000e-03, eta: 20:26:53, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.4144, loss: 1.4144, grad_norm: 6.4263 2020-07-27 06:10:29,442 - mmaction - INFO - Epoch [72][780/3757] lr: 2.000e-03, eta: 20:26:39, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8414, loss_cls: 1.4188, loss: 1.4188, grad_norm: 6.4365 2020-07-27 06:10:43,907 - mmaction - INFO - Epoch [72][800/3757] lr: 2.000e-03, eta: 20:26:26, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3361, loss: 1.3361, grad_norm: 6.5211 2020-07-27 06:10:57,187 - mmaction - INFO - Epoch [72][820/3757] lr: 2.000e-03, eta: 20:26:12, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.3935, loss: 1.3935, grad_norm: 6.2700 2020-07-27 06:11:11,197 - mmaction - INFO - Epoch [72][840/3757] lr: 2.000e-03, eta: 20:25:59, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.4169 2020-07-27 06:11:25,943 - mmaction - INFO - Epoch [72][860/3757] lr: 2.000e-03, eta: 20:25:46, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3564, loss: 1.3564, grad_norm: 6.4638 2020-07-27 06:11:39,424 - mmaction - INFO - Epoch [72][880/3757] lr: 2.000e-03, eta: 20:25:32, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.5838 2020-07-27 06:11:53,539 - mmaction - INFO - Epoch [72][900/3757] lr: 2.000e-03, eta: 20:25:19, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.4628 2020-07-27 06:12:06,930 - mmaction - INFO - Epoch [72][920/3757] lr: 2.000e-03, eta: 20:25:05, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.3775, loss: 1.3775, grad_norm: 6.4828 2020-07-27 06:12:21,432 - mmaction - INFO - Epoch [72][940/3757] lr: 2.000e-03, eta: 20:24:52, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.3015, loss: 1.3015, grad_norm: 6.3447 2020-07-27 06:12:35,465 - mmaction - INFO - Epoch [72][960/3757] lr: 2.000e-03, eta: 20:24:38, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.5267 2020-07-27 06:12:48,976 - mmaction - INFO - Epoch [72][980/3757] lr: 2.000e-03, eta: 20:24:24, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4740, loss: 1.4740, grad_norm: 6.4127 2020-07-27 06:13:02,469 - mmaction - INFO - Epoch [72][1000/3757] lr: 2.000e-03, eta: 20:24:11, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4326, loss: 1.4326, grad_norm: 6.5325 2020-07-27 06:13:16,829 - mmaction - INFO - Epoch [72][1020/3757] lr: 2.000e-03, eta: 20:23:58, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.3762 2020-07-27 06:13:30,488 - mmaction - INFO - Epoch [72][1040/3757] lr: 2.000e-03, eta: 20:23:44, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.3347 2020-07-27 06:13:44,397 - mmaction - INFO - Epoch [72][1060/3757] lr: 2.000e-03, eta: 20:23:30, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.1085 2020-07-27 06:13:58,121 - mmaction - INFO - Epoch [72][1080/3757] lr: 2.000e-03, eta: 20:23:17, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.5472 2020-07-27 06:14:11,645 - mmaction - INFO - Epoch [72][1100/3757] lr: 2.000e-03, eta: 20:23:03, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4230, loss: 1.4230, grad_norm: 6.3753 2020-07-27 06:14:26,004 - mmaction - INFO - Epoch [72][1120/3757] lr: 2.000e-03, eta: 20:22:50, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.3433 2020-07-27 06:14:38,956 - mmaction - INFO - Epoch [72][1140/3757] lr: 2.000e-03, eta: 20:22:36, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.3802 2020-07-27 06:14:53,149 - mmaction - INFO - Epoch [72][1160/3757] lr: 2.000e-03, eta: 20:22:23, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3667, loss: 1.3667, grad_norm: 6.5196 2020-07-27 06:15:06,160 - mmaction - INFO - Epoch [72][1180/3757] lr: 2.000e-03, eta: 20:22:09, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.4230, loss: 1.4230, grad_norm: 6.6953 2020-07-27 06:15:19,735 - mmaction - INFO - Epoch [72][1200/3757] lr: 2.000e-03, eta: 20:21:55, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3369, loss: 1.3369, grad_norm: 6.4632 2020-07-27 06:15:33,532 - mmaction - INFO - Epoch [72][1220/3757] lr: 2.000e-03, eta: 20:21:42, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3745, loss: 1.3745, grad_norm: 6.5034 2020-07-27 06:15:47,361 - mmaction - INFO - Epoch [72][1240/3757] lr: 2.000e-03, eta: 20:21:28, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.3979, loss: 1.3979, grad_norm: 6.7185 2020-07-27 06:16:01,098 - mmaction - INFO - Epoch [72][1260/3757] lr: 2.000e-03, eta: 20:21:15, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3297, loss: 1.3297, grad_norm: 6.4317 2020-07-27 06:16:14,977 - mmaction - INFO - Epoch [72][1280/3757] lr: 2.000e-03, eta: 20:21:01, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4071, loss: 1.4071, grad_norm: 6.6030 2020-07-27 06:16:28,789 - mmaction - INFO - Epoch [72][1300/3757] lr: 2.000e-03, eta: 20:20:48, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4020, loss: 1.4020, grad_norm: 6.3651 2020-07-27 06:16:43,080 - mmaction - INFO - Epoch [72][1320/3757] lr: 2.000e-03, eta: 20:20:34, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.4197 2020-07-27 06:16:57,216 - mmaction - INFO - Epoch [72][1340/3757] lr: 2.000e-03, eta: 20:20:21, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3754, loss: 1.3754, grad_norm: 6.3091 2020-07-27 06:17:10,556 - mmaction - INFO - Epoch [72][1360/3757] lr: 2.000e-03, eta: 20:20:07, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.6476 2020-07-27 06:17:24,154 - mmaction - INFO - Epoch [72][1380/3757] lr: 2.000e-03, eta: 20:19:54, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4385, loss: 1.4385, grad_norm: 6.4992 2020-07-27 06:17:39,171 - mmaction - INFO - Epoch [72][1400/3757] lr: 2.000e-03, eta: 20:19:40, time: 0.754, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.3710 2020-07-27 06:17:52,839 - mmaction - INFO - Epoch [72][1420/3757] lr: 2.000e-03, eta: 20:19:27, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.5192 2020-07-27 06:18:06,178 - mmaction - INFO - Epoch [72][1440/3757] lr: 2.000e-03, eta: 20:19:13, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.4652 2020-07-27 06:18:20,575 - mmaction - INFO - Epoch [72][1460/3757] lr: 2.000e-03, eta: 20:19:00, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3414, loss: 1.3414, grad_norm: 6.3984 2020-07-27 06:18:35,669 - mmaction - INFO - Epoch [72][1480/3757] lr: 2.000e-03, eta: 20:18:47, time: 0.758, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4515, loss: 1.4515, grad_norm: 6.6263 2020-07-27 06:18:49,500 - mmaction - INFO - Epoch [72][1500/3757] lr: 2.000e-03, eta: 20:18:33, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3579, loss: 1.3579, grad_norm: 6.5136 2020-07-27 06:19:03,335 - mmaction - INFO - Epoch [72][1520/3757] lr: 2.000e-03, eta: 20:18:20, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4207, loss: 1.4207, grad_norm: 6.7175 2020-07-27 06:19:17,452 - mmaction - INFO - Epoch [72][1540/3757] lr: 2.000e-03, eta: 20:18:06, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2984, loss: 1.2984, grad_norm: 6.1615 2020-07-27 06:19:31,704 - mmaction - INFO - Epoch [72][1560/3757] lr: 2.000e-03, eta: 20:17:53, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3632, loss: 1.3632, grad_norm: 6.6172 2020-07-27 06:19:45,788 - mmaction - INFO - Epoch [72][1580/3757] lr: 2.000e-03, eta: 20:17:40, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.3813, loss: 1.3813, grad_norm: 6.4516 2020-07-27 06:19:59,442 - mmaction - INFO - Epoch [72][1600/3757] lr: 2.000e-03, eta: 20:17:26, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8414, loss_cls: 1.4241, loss: 1.4241, grad_norm: 6.4997 2020-07-27 06:20:13,246 - mmaction - INFO - Epoch [72][1620/3757] lr: 2.000e-03, eta: 20:17:13, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.5102 2020-07-27 06:20:27,811 - mmaction - INFO - Epoch [72][1640/3757] lr: 2.000e-03, eta: 20:16:59, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3670, loss: 1.3670, grad_norm: 6.5621 2020-07-27 06:20:41,006 - mmaction - INFO - Epoch [72][1660/3757] lr: 2.000e-03, eta: 20:16:46, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.5951 2020-07-27 06:20:54,912 - mmaction - INFO - Epoch [72][1680/3757] lr: 2.000e-03, eta: 20:16:32, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8664, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.6447 2020-07-27 06:21:08,727 - mmaction - INFO - Epoch [72][1700/3757] lr: 2.000e-03, eta: 20:16:19, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.3260 2020-07-27 06:21:22,318 - mmaction - INFO - Epoch [72][1720/3757] lr: 2.000e-03, eta: 20:16:05, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3512, loss: 1.3512, grad_norm: 6.6060 2020-07-27 06:21:36,662 - mmaction - INFO - Epoch [72][1740/3757] lr: 2.000e-03, eta: 20:15:52, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.2139, loss: 1.2139, grad_norm: 6.1958 2020-07-27 06:21:50,136 - mmaction - INFO - Epoch [72][1760/3757] lr: 2.000e-03, eta: 20:15:38, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3535, loss: 1.3535, grad_norm: 6.4941 2020-07-27 06:22:03,918 - mmaction - INFO - Epoch [72][1780/3757] lr: 2.000e-03, eta: 20:15:24, time: 0.689, data_time: 0.002, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.3493 2020-07-27 06:22:17,450 - mmaction - INFO - Epoch [72][1800/3757] lr: 2.000e-03, eta: 20:15:11, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3401, loss: 1.3401, grad_norm: 6.4120 2020-07-27 06:22:31,888 - mmaction - INFO - Epoch [72][1820/3757] lr: 2.000e-03, eta: 20:14:57, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4041, loss: 1.4041, grad_norm: 6.4486 2020-07-27 06:22:45,443 - mmaction - INFO - Epoch [72][1840/3757] lr: 2.000e-03, eta: 20:14:44, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.5349 2020-07-27 06:22:59,029 - mmaction - INFO - Epoch [72][1860/3757] lr: 2.000e-03, eta: 20:14:30, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.2804, loss: 1.2804, grad_norm: 6.2804 2020-07-27 06:23:13,057 - mmaction - INFO - Epoch [72][1880/3757] lr: 2.000e-03, eta: 20:14:17, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3936, loss: 1.3936, grad_norm: 6.5532 2020-07-27 06:23:27,367 - mmaction - INFO - Epoch [72][1900/3757] lr: 2.000e-03, eta: 20:14:03, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3175, loss: 1.3175, grad_norm: 6.2064 2020-07-27 06:23:41,179 - mmaction - INFO - Epoch [72][1920/3757] lr: 2.000e-03, eta: 20:13:50, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.4185, loss: 1.4185, grad_norm: 6.5629 2020-07-27 06:23:55,361 - mmaction - INFO - Epoch [72][1940/3757] lr: 2.000e-03, eta: 20:13:37, time: 0.707, data_time: 0.002, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3467, loss: 1.3467, grad_norm: 6.3278 2020-07-27 06:24:09,234 - mmaction - INFO - Epoch [72][1960/3757] lr: 2.000e-03, eta: 20:13:23, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3655, loss: 1.3655, grad_norm: 6.3866 2020-07-27 06:24:22,524 - mmaction - INFO - Epoch [72][1980/3757] lr: 2.000e-03, eta: 20:13:09, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8383, loss_cls: 1.4514, loss: 1.4514, grad_norm: 6.6074 2020-07-27 06:24:37,034 - mmaction - INFO - Epoch [72][2000/3757] lr: 2.000e-03, eta: 20:12:56, time: 0.728, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4725, loss: 1.4725, grad_norm: 6.4909 2020-07-27 06:24:51,888 - mmaction - INFO - Epoch [72][2020/3757] lr: 2.000e-03, eta: 20:12:43, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3124, loss: 1.3124, grad_norm: 6.1682 2020-07-27 06:25:05,451 - mmaction - INFO - Epoch [72][2040/3757] lr: 2.000e-03, eta: 20:12:29, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3778, loss: 1.3778, grad_norm: 6.3621 2020-07-27 06:25:18,635 - mmaction - INFO - Epoch [72][2060/3757] lr: 2.000e-03, eta: 20:12:16, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.4975 2020-07-27 06:25:32,436 - mmaction - INFO - Epoch [72][2080/3757] lr: 2.000e-03, eta: 20:12:02, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.4817 2020-07-27 06:25:46,301 - mmaction - INFO - Epoch [72][2100/3757] lr: 2.000e-03, eta: 20:11:48, time: 0.693, data_time: 0.002, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4249, loss: 1.4249, grad_norm: 6.4232 2020-07-27 06:26:00,905 - mmaction - INFO - Epoch [72][2120/3757] lr: 2.000e-03, eta: 20:11:35, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.5000, loss: 1.5000, grad_norm: 6.5706 2020-07-27 06:26:14,066 - mmaction - INFO - Epoch [72][2140/3757] lr: 2.000e-03, eta: 20:11:21, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.3251 2020-07-27 06:26:28,631 - mmaction - INFO - Epoch [72][2160/3757] lr: 2.000e-03, eta: 20:11:08, time: 0.730, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3749, loss: 1.3749, grad_norm: 6.4127 2020-07-27 06:26:42,157 - mmaction - INFO - Epoch [72][2180/3757] lr: 2.000e-03, eta: 20:10:55, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.3272 2020-07-27 06:26:55,942 - mmaction - INFO - Epoch [72][2200/3757] lr: 2.000e-03, eta: 20:10:41, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.9390 2020-07-27 06:27:10,641 - mmaction - INFO - Epoch [72][2220/3757] lr: 2.000e-03, eta: 20:10:28, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.2968 2020-07-27 06:27:24,019 - mmaction - INFO - Epoch [72][2240/3757] lr: 2.000e-03, eta: 20:10:14, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4589, loss: 1.4589, grad_norm: 6.5594 2020-07-27 06:27:37,767 - mmaction - INFO - Epoch [72][2260/3757] lr: 2.000e-03, eta: 20:10:01, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3407, loss: 1.3407, grad_norm: 6.3143 2020-07-27 06:27:51,535 - mmaction - INFO - Epoch [72][2280/3757] lr: 2.000e-03, eta: 20:09:47, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.3552, loss: 1.3552, grad_norm: 6.4470 2020-07-27 06:28:05,071 - mmaction - INFO - Epoch [72][2300/3757] lr: 2.000e-03, eta: 20:09:33, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.4601 2020-07-27 06:28:19,021 - mmaction - INFO - Epoch [72][2320/3757] lr: 2.000e-03, eta: 20:09:20, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8664, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.3210 2020-07-27 06:28:33,011 - mmaction - INFO - Epoch [72][2340/3757] lr: 2.000e-03, eta: 20:09:07, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.3372 2020-07-27 06:28:46,552 - mmaction - INFO - Epoch [72][2360/3757] lr: 2.000e-03, eta: 20:08:53, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4234, loss: 1.4234, grad_norm: 6.5083 2020-07-27 06:29:00,745 - mmaction - INFO - Epoch [72][2380/3757] lr: 2.000e-03, eta: 20:08:40, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.6298 2020-07-27 06:29:14,600 - mmaction - INFO - Epoch [72][2400/3757] lr: 2.000e-03, eta: 20:08:26, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.3715, loss: 1.3715, grad_norm: 6.5494 2020-07-27 06:29:27,926 - mmaction - INFO - Epoch [72][2420/3757] lr: 2.000e-03, eta: 20:08:12, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.5840 2020-07-27 06:29:41,483 - mmaction - INFO - Epoch [72][2440/3757] lr: 2.000e-03, eta: 20:07:59, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3668, loss: 1.3668, grad_norm: 6.2914 2020-07-27 06:29:55,939 - mmaction - INFO - Epoch [72][2460/3757] lr: 2.000e-03, eta: 20:07:45, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4275, loss: 1.4275, grad_norm: 6.4107 2020-07-27 06:30:10,366 - mmaction - INFO - Epoch [72][2480/3757] lr: 2.000e-03, eta: 20:07:32, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.4623 2020-07-27 06:30:23,852 - mmaction - INFO - Epoch [72][2500/3757] lr: 2.000e-03, eta: 20:07:18, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5364, loss: 1.5364, grad_norm: 6.7086 2020-07-27 06:30:37,208 - mmaction - INFO - Epoch [72][2520/3757] lr: 2.000e-03, eta: 20:07:05, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.5750 2020-07-27 06:30:50,466 - mmaction - INFO - Epoch [72][2540/3757] lr: 2.000e-03, eta: 20:06:51, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.8894 2020-07-27 06:31:03,972 - mmaction - INFO - Epoch [72][2560/3757] lr: 2.000e-03, eta: 20:06:37, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.5159 2020-07-27 06:31:17,406 - mmaction - INFO - Epoch [72][2580/3757] lr: 2.000e-03, eta: 20:06:24, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.6924 2020-07-27 06:31:31,522 - mmaction - INFO - Epoch [72][2600/3757] lr: 2.000e-03, eta: 20:06:10, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3842, loss: 1.3842, grad_norm: 6.2992 2020-07-27 06:31:45,087 - mmaction - INFO - Epoch [72][2620/3757] lr: 2.000e-03, eta: 20:05:57, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3474, loss: 1.3474, grad_norm: 6.4688 2020-07-27 06:31:58,779 - mmaction - INFO - Epoch [72][2640/3757] lr: 2.000e-03, eta: 20:05:43, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4550, loss: 1.4550, grad_norm: 6.6324 2020-07-27 06:32:12,356 - mmaction - INFO - Epoch [72][2660/3757] lr: 2.000e-03, eta: 20:05:29, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3800, loss: 1.3800, grad_norm: 6.6829 2020-07-27 06:32:26,094 - mmaction - INFO - Epoch [72][2680/3757] lr: 2.000e-03, eta: 20:05:16, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3242, loss: 1.3242, grad_norm: 6.2409 2020-07-27 06:32:39,680 - mmaction - INFO - Epoch [72][2700/3757] lr: 2.000e-03, eta: 20:05:02, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.4941 2020-07-27 06:32:53,189 - mmaction - INFO - Epoch [72][2720/3757] lr: 2.000e-03, eta: 20:04:49, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3221, loss: 1.3221, grad_norm: 6.2812 2020-07-27 06:33:06,442 - mmaction - INFO - Epoch [72][2740/3757] lr: 2.000e-03, eta: 20:04:35, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3616, loss: 1.3616, grad_norm: 6.4335 2020-07-27 06:33:20,095 - mmaction - INFO - Epoch [72][2760/3757] lr: 2.000e-03, eta: 20:04:21, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3743, loss: 1.3743, grad_norm: 6.5088 2020-07-27 06:33:33,736 - mmaction - INFO - Epoch [72][2780/3757] lr: 2.000e-03, eta: 20:04:08, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4543, loss: 1.4543, grad_norm: 6.6801 2020-07-27 06:33:48,162 - mmaction - INFO - Epoch [72][2800/3757] lr: 2.000e-03, eta: 20:03:54, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3800, loss: 1.3800, grad_norm: 6.6341 2020-07-27 06:34:01,597 - mmaction - INFO - Epoch [72][2820/3757] lr: 2.000e-03, eta: 20:03:41, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.2229 2020-07-27 06:34:16,051 - mmaction - INFO - Epoch [72][2840/3757] lr: 2.000e-03, eta: 20:03:27, time: 0.723, data_time: 0.003, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.4684 2020-07-27 06:34:30,167 - mmaction - INFO - Epoch [72][2860/3757] lr: 2.000e-03, eta: 20:03:14, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3491, loss: 1.3491, grad_norm: 6.5413 2020-07-27 06:34:43,157 - mmaction - INFO - Epoch [72][2880/3757] lr: 2.000e-03, eta: 20:03:00, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3864, loss: 1.3864, grad_norm: 6.4845 2020-07-27 06:34:57,964 - mmaction - INFO - Epoch [72][2900/3757] lr: 2.000e-03, eta: 20:02:47, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.5453 2020-07-27 06:35:11,532 - mmaction - INFO - Epoch [72][2920/3757] lr: 2.000e-03, eta: 20:02:33, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.6377 2020-07-27 06:35:25,329 - mmaction - INFO - Epoch [72][2940/3757] lr: 2.000e-03, eta: 20:02:20, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.5899 2020-07-27 06:35:39,065 - mmaction - INFO - Epoch [72][2960/3757] lr: 2.000e-03, eta: 20:02:06, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.6339 2020-07-27 06:35:53,288 - mmaction - INFO - Epoch [72][2980/3757] lr: 2.000e-03, eta: 20:01:53, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.4223, loss: 1.4223, grad_norm: 6.4638 2020-07-27 06:36:06,288 - mmaction - INFO - Epoch [72][3000/3757] lr: 2.000e-03, eta: 20:01:39, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4573, loss: 1.4573, grad_norm: 6.5169 2020-07-27 06:36:19,969 - mmaction - INFO - Epoch [72][3020/3757] lr: 2.000e-03, eta: 20:01:25, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.5382 2020-07-27 06:36:34,119 - mmaction - INFO - Epoch [72][3040/3757] lr: 2.000e-03, eta: 20:01:12, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.4083 2020-07-27 06:36:47,625 - mmaction - INFO - Epoch [72][3060/3757] lr: 2.000e-03, eta: 20:00:58, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.8332 2020-07-27 06:37:01,763 - mmaction - INFO - Epoch [72][3080/3757] lr: 2.000e-03, eta: 20:00:45, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.8109 2020-07-27 06:37:15,033 - mmaction - INFO - Epoch [72][3100/3757] lr: 2.000e-03, eta: 20:00:31, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4676, loss: 1.4676, grad_norm: 6.6738 2020-07-27 06:37:28,348 - mmaction - INFO - Epoch [72][3120/3757] lr: 2.000e-03, eta: 20:00:18, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8734, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.4403 2020-07-27 06:37:41,957 - mmaction - INFO - Epoch [72][3140/3757] lr: 2.000e-03, eta: 20:00:04, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4465, loss: 1.4465, grad_norm: 6.7742 2020-07-27 06:37:56,086 - mmaction - INFO - Epoch [72][3160/3757] lr: 2.000e-03, eta: 19:59:51, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3671, loss: 1.3671, grad_norm: 6.3083 2020-07-27 06:38:10,246 - mmaction - INFO - Epoch [72][3180/3757] lr: 2.000e-03, eta: 19:59:37, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.5526 2020-07-27 06:38:24,419 - mmaction - INFO - Epoch [72][3200/3757] lr: 2.000e-03, eta: 19:59:24, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3480, loss: 1.3480, grad_norm: 6.5291 2020-07-27 06:38:37,608 - mmaction - INFO - Epoch [72][3220/3757] lr: 2.000e-03, eta: 19:59:10, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3552, loss: 1.3552, grad_norm: 6.5316 2020-07-27 06:38:51,328 - mmaction - INFO - Epoch [72][3240/3757] lr: 2.000e-03, eta: 19:58:56, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.6010 2020-07-27 06:39:04,745 - mmaction - INFO - Epoch [72][3260/3757] lr: 2.000e-03, eta: 19:58:43, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.3691 2020-07-27 06:39:18,499 - mmaction - INFO - Epoch [72][3280/3757] lr: 2.000e-03, eta: 19:58:29, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8430, loss_cls: 1.3878, loss: 1.3878, grad_norm: 6.3764 2020-07-27 06:39:31,967 - mmaction - INFO - Epoch [72][3300/3757] lr: 2.000e-03, eta: 19:58:16, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4208, loss: 1.4208, grad_norm: 6.7760 2020-07-27 06:39:45,267 - mmaction - INFO - Epoch [72][3320/3757] lr: 2.000e-03, eta: 19:58:02, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4382, loss: 1.4382, grad_norm: 6.5606 2020-07-27 06:39:59,761 - mmaction - INFO - Epoch [72][3340/3757] lr: 2.000e-03, eta: 19:57:49, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3132, loss: 1.3132, grad_norm: 6.1838 2020-07-27 06:40:13,337 - mmaction - INFO - Epoch [72][3360/3757] lr: 2.000e-03, eta: 19:57:35, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8750, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.6063 2020-07-27 06:40:26,952 - mmaction - INFO - Epoch [72][3380/3757] lr: 2.000e-03, eta: 19:57:21, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2964, loss: 1.2964, grad_norm: 6.2715 2020-07-27 06:40:41,562 - mmaction - INFO - Epoch [72][3400/3757] lr: 2.000e-03, eta: 19:57:08, time: 0.729, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3151, loss: 1.3151, grad_norm: 6.2689 2020-07-27 06:40:54,778 - mmaction - INFO - Epoch [72][3420/3757] lr: 2.000e-03, eta: 19:56:54, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3962, loss: 1.3962, grad_norm: 6.3766 2020-07-27 06:41:08,792 - mmaction - INFO - Epoch [72][3440/3757] lr: 2.000e-03, eta: 19:56:41, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.7309 2020-07-27 06:41:22,576 - mmaction - INFO - Epoch [72][3460/3757] lr: 2.000e-03, eta: 19:56:27, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.4266 2020-07-27 06:41:36,644 - mmaction - INFO - Epoch [72][3480/3757] lr: 2.000e-03, eta: 19:56:14, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.5391 2020-07-27 06:41:49,804 - mmaction - INFO - Epoch [72][3500/3757] lr: 2.000e-03, eta: 19:56:00, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5117, loss: 1.5117, grad_norm: 6.8125 2020-07-27 06:42:04,325 - mmaction - INFO - Epoch [72][3520/3757] lr: 2.000e-03, eta: 19:55:47, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4110, loss: 1.4110, grad_norm: 6.5542 2020-07-27 06:42:17,384 - mmaction - INFO - Epoch [72][3540/3757] lr: 2.000e-03, eta: 19:55:33, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4824, loss: 1.4824, grad_norm: 6.6660 2020-07-27 06:42:31,192 - mmaction - INFO - Epoch [72][3560/3757] lr: 2.000e-03, eta: 19:55:19, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.2693 2020-07-27 06:42:45,347 - mmaction - INFO - Epoch [72][3580/3757] lr: 2.000e-03, eta: 19:55:06, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4529, loss: 1.4529, grad_norm: 6.5535 2020-07-27 06:42:59,296 - mmaction - INFO - Epoch [72][3600/3757] lr: 2.000e-03, eta: 19:54:53, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.4543 2020-07-27 06:43:13,116 - mmaction - INFO - Epoch [72][3620/3757] lr: 2.000e-03, eta: 19:54:39, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4968, loss: 1.4968, grad_norm: 6.5797 2020-07-27 06:43:26,578 - mmaction - INFO - Epoch [72][3640/3757] lr: 2.000e-03, eta: 19:54:25, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.3870, loss: 1.3870, grad_norm: 6.6556 2020-07-27 06:43:40,555 - mmaction - INFO - Epoch [72][3660/3757] lr: 2.000e-03, eta: 19:54:12, time: 0.698, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.5646 2020-07-27 06:43:54,230 - mmaction - INFO - Epoch [72][3680/3757] lr: 2.000e-03, eta: 19:53:58, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3946, loss: 1.3946, grad_norm: 6.5873 2020-07-27 06:44:07,565 - mmaction - INFO - Epoch [72][3700/3757] lr: 2.000e-03, eta: 19:53:45, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3034, loss: 1.3034, grad_norm: 6.3517 2020-07-27 06:44:22,010 - mmaction - INFO - Epoch [72][3720/3757] lr: 2.000e-03, eta: 19:53:31, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4451, loss: 1.4451, grad_norm: 6.7552 2020-07-27 06:44:35,399 - mmaction - INFO - Epoch [72][3740/3757] lr: 2.000e-03, eta: 19:53:18, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.3167 2020-07-27 06:44:47,545 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-27 06:45:09,416 - mmaction - INFO - Epoch [73][20/3757] lr: 2.000e-03, eta: 19:52:51, time: 1.037, data_time: 0.374, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.1538 2020-07-27 06:45:21,961 - mmaction - INFO - Epoch [73][40/3757] lr: 2.000e-03, eta: 19:52:37, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4258, loss: 1.4258, grad_norm: 6.7322 2020-07-27 06:45:35,149 - mmaction - INFO - Epoch [73][60/3757] lr: 2.000e-03, eta: 19:52:23, time: 0.660, data_time: 0.003, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.6873 2020-07-27 06:45:48,459 - mmaction - INFO - Epoch [73][80/3757] lr: 2.000e-03, eta: 19:52:09, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2621, loss: 1.2621, grad_norm: 6.3042 2020-07-27 06:46:02,626 - mmaction - INFO - Epoch [73][100/3757] lr: 2.000e-03, eta: 19:51:56, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.3122, loss: 1.3122, grad_norm: 6.4789 2020-07-27 06:46:15,703 - mmaction - INFO - Epoch [73][120/3757] lr: 2.000e-03, eta: 19:51:42, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8695, loss_cls: 1.3139, loss: 1.3139, grad_norm: 6.5395 2020-07-27 06:46:29,185 - mmaction - INFO - Epoch [73][140/3757] lr: 2.000e-03, eta: 19:51:28, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2858, loss: 1.2858, grad_norm: 6.5771 2020-07-27 06:46:42,636 - mmaction - INFO - Epoch [73][160/3757] lr: 2.000e-03, eta: 19:51:15, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2813, loss: 1.2813, grad_norm: 6.4359 2020-07-27 06:46:56,417 - mmaction - INFO - Epoch [73][180/3757] lr: 2.000e-03, eta: 19:51:01, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.5451 2020-07-27 06:47:10,261 - mmaction - INFO - Epoch [73][200/3757] lr: 2.000e-03, eta: 19:50:48, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.7612 2020-07-27 06:47:23,775 - mmaction - INFO - Epoch [73][220/3757] lr: 2.000e-03, eta: 19:50:34, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.3800, loss: 1.3800, grad_norm: 6.3693 2020-07-27 06:47:38,613 - mmaction - INFO - Epoch [73][240/3757] lr: 2.000e-03, eta: 19:50:21, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3052, loss: 1.3052, grad_norm: 6.4879 2020-07-27 06:47:52,415 - mmaction - INFO - Epoch [73][260/3757] lr: 2.000e-03, eta: 19:50:07, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.6952 2020-07-27 06:48:05,938 - mmaction - INFO - Epoch [73][280/3757] lr: 2.000e-03, eta: 19:49:54, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3960, loss: 1.3960, grad_norm: 6.5512 2020-07-27 06:48:19,397 - mmaction - INFO - Epoch [73][300/3757] lr: 2.000e-03, eta: 19:49:40, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.4606 2020-07-27 06:48:33,184 - mmaction - INFO - Epoch [73][320/3757] lr: 2.000e-03, eta: 19:49:26, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.5011 2020-07-27 06:48:46,529 - mmaction - INFO - Epoch [73][340/3757] lr: 2.000e-03, eta: 19:49:13, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2797, loss: 1.2797, grad_norm: 6.4075 2020-07-27 06:49:00,156 - mmaction - INFO - Epoch [73][360/3757] lr: 2.000e-03, eta: 19:48:59, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.6122 2020-07-27 06:49:13,328 - mmaction - INFO - Epoch [73][380/3757] lr: 2.000e-03, eta: 19:48:45, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3100, loss: 1.3100, grad_norm: 6.3181 2020-07-27 06:49:27,351 - mmaction - INFO - Epoch [73][400/3757] lr: 2.000e-03, eta: 19:48:32, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3839, loss: 1.3839, grad_norm: 6.6683 2020-07-27 06:49:41,156 - mmaction - INFO - Epoch [73][420/3757] lr: 2.000e-03, eta: 19:48:18, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.2385 2020-07-27 06:49:54,592 - mmaction - INFO - Epoch [73][440/3757] lr: 2.000e-03, eta: 19:48:05, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3235, loss: 1.3235, grad_norm: 6.4382 2020-07-27 06:50:08,803 - mmaction - INFO - Epoch [73][460/3757] lr: 2.000e-03, eta: 19:47:51, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3744, loss: 1.3744, grad_norm: 6.5389 2020-07-27 06:50:22,577 - mmaction - INFO - Epoch [73][480/3757] lr: 2.000e-03, eta: 19:47:38, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.5921 2020-07-27 06:50:35,939 - mmaction - INFO - Epoch [73][500/3757] lr: 2.000e-03, eta: 19:47:24, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3520, loss: 1.3520, grad_norm: 6.4801 2020-07-27 06:50:49,697 - mmaction - INFO - Epoch [73][520/3757] lr: 2.000e-03, eta: 19:47:11, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3354, loss: 1.3354, grad_norm: 6.3547 2020-07-27 06:51:02,979 - mmaction - INFO - Epoch [73][540/3757] lr: 2.000e-03, eta: 19:46:57, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3222, loss: 1.3222, grad_norm: 6.3519 2020-07-27 06:51:16,881 - mmaction - INFO - Epoch [73][560/3757] lr: 2.000e-03, eta: 19:46:43, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3753, loss: 1.3753, grad_norm: 6.3922 2020-07-27 06:51:30,165 - mmaction - INFO - Epoch [73][580/3757] lr: 2.000e-03, eta: 19:46:30, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.8840 2020-07-27 06:51:43,797 - mmaction - INFO - Epoch [73][600/3757] lr: 2.000e-03, eta: 19:46:16, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.4498 2020-07-27 06:51:57,148 - mmaction - INFO - Epoch [73][620/3757] lr: 2.000e-03, eta: 19:46:02, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3400, loss: 1.3400, grad_norm: 6.5454 2020-07-27 06:52:10,669 - mmaction - INFO - Epoch [73][640/3757] lr: 2.000e-03, eta: 19:45:49, time: 0.676, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4449, loss: 1.4449, grad_norm: 6.7605 2020-07-27 06:52:24,503 - mmaction - INFO - Epoch [73][660/3757] lr: 2.000e-03, eta: 19:45:35, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2914, loss: 1.2914, grad_norm: 6.4151 2020-07-27 06:52:37,979 - mmaction - INFO - Epoch [73][680/3757] lr: 2.000e-03, eta: 19:45:21, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3767, loss: 1.3767, grad_norm: 6.5432 2020-07-27 06:52:51,683 - mmaction - INFO - Epoch [73][700/3757] lr: 2.000e-03, eta: 19:45:08, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.3385 2020-07-27 06:53:05,884 - mmaction - INFO - Epoch [73][720/3757] lr: 2.000e-03, eta: 19:44:54, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.6779 2020-07-27 06:53:20,059 - mmaction - INFO - Epoch [73][740/3757] lr: 2.000e-03, eta: 19:44:41, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.5434 2020-07-27 06:53:34,375 - mmaction - INFO - Epoch [73][760/3757] lr: 2.000e-03, eta: 19:44:28, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3970, loss: 1.3970, grad_norm: 6.5676 2020-07-27 06:53:48,037 - mmaction - INFO - Epoch [73][780/3757] lr: 2.000e-03, eta: 19:44:14, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.4461 2020-07-27 06:54:02,554 - mmaction - INFO - Epoch [73][800/3757] lr: 2.000e-03, eta: 19:44:01, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3779, loss: 1.3779, grad_norm: 6.5217 2020-07-27 06:54:16,162 - mmaction - INFO - Epoch [73][820/3757] lr: 2.000e-03, eta: 19:43:47, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.2436 2020-07-27 06:54:29,861 - mmaction - INFO - Epoch [73][840/3757] lr: 2.000e-03, eta: 19:43:34, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.7850 2020-07-27 06:54:43,740 - mmaction - INFO - Epoch [73][860/3757] lr: 2.000e-03, eta: 19:43:20, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3327, loss: 1.3327, grad_norm: 6.5340 2020-07-27 06:54:57,267 - mmaction - INFO - Epoch [73][880/3757] lr: 2.000e-03, eta: 19:43:07, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3701, loss: 1.3701, grad_norm: 6.4113 2020-07-27 06:55:11,306 - mmaction - INFO - Epoch [73][900/3757] lr: 2.000e-03, eta: 19:42:53, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8641, loss_cls: 1.2695, loss: 1.2695, grad_norm: 6.4395 2020-07-27 06:55:24,462 - mmaction - INFO - Epoch [73][920/3757] lr: 2.000e-03, eta: 19:42:39, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2864, loss: 1.2864, grad_norm: 6.4432 2020-07-27 06:55:38,729 - mmaction - INFO - Epoch [73][940/3757] lr: 2.000e-03, eta: 19:42:26, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.6361 2020-07-27 06:55:51,935 - mmaction - INFO - Epoch [73][960/3757] lr: 2.000e-03, eta: 19:42:12, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3170, loss: 1.3170, grad_norm: 6.3452 2020-07-27 06:56:05,937 - mmaction - INFO - Epoch [73][980/3757] lr: 2.000e-03, eta: 19:41:59, time: 0.701, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3272, loss: 1.3272, grad_norm: 6.3198 2020-07-27 06:56:19,918 - mmaction - INFO - Epoch [73][1000/3757] lr: 2.000e-03, eta: 19:41:45, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.3352, loss: 1.3352, grad_norm: 6.5567 2020-07-27 06:56:34,608 - mmaction - INFO - Epoch [73][1020/3757] lr: 2.000e-03, eta: 19:41:32, time: 0.737, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.5920 2020-07-27 06:56:47,678 - mmaction - INFO - Epoch [73][1040/3757] lr: 2.000e-03, eta: 19:41:18, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.5377 2020-07-27 06:57:01,819 - mmaction - INFO - Epoch [73][1060/3757] lr: 2.000e-03, eta: 19:41:05, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.5315 2020-07-27 06:57:15,383 - mmaction - INFO - Epoch [73][1080/3757] lr: 2.000e-03, eta: 19:40:51, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.3956 2020-07-27 06:57:29,162 - mmaction - INFO - Epoch [73][1100/3757] lr: 2.000e-03, eta: 19:40:38, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4265, loss: 1.4265, grad_norm: 6.5553 2020-07-27 06:57:43,004 - mmaction - INFO - Epoch [73][1120/3757] lr: 2.000e-03, eta: 19:40:24, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3318, loss: 1.3318, grad_norm: 6.5629 2020-07-27 06:57:57,020 - mmaction - INFO - Epoch [73][1140/3757] lr: 2.000e-03, eta: 19:40:11, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.5192 2020-07-27 06:58:11,812 - mmaction - INFO - Epoch [73][1160/3757] lr: 2.000e-03, eta: 19:39:58, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3562, loss: 1.3562, grad_norm: 6.5833 2020-07-27 06:58:24,804 - mmaction - INFO - Epoch [73][1180/3757] lr: 2.000e-03, eta: 19:39:44, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3064, loss: 1.3064, grad_norm: 6.3024 2020-07-27 06:58:38,603 - mmaction - INFO - Epoch [73][1200/3757] lr: 2.000e-03, eta: 19:39:30, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.5453 2020-07-27 06:58:53,119 - mmaction - INFO - Epoch [73][1220/3757] lr: 2.000e-03, eta: 19:39:17, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3385, loss: 1.3385, grad_norm: 6.4668 2020-07-27 06:59:06,911 - mmaction - INFO - Epoch [73][1240/3757] lr: 2.000e-03, eta: 19:39:03, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2475, loss: 1.2475, grad_norm: 6.3283 2020-07-27 06:59:20,615 - mmaction - INFO - Epoch [73][1260/3757] lr: 2.000e-03, eta: 19:38:50, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3445, loss: 1.3445, grad_norm: 6.5921 2020-07-27 06:59:34,854 - mmaction - INFO - Epoch [73][1280/3757] lr: 2.000e-03, eta: 19:38:36, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.4035 2020-07-27 06:59:49,756 - mmaction - INFO - Epoch [73][1300/3757] lr: 2.000e-03, eta: 19:38:23, time: 0.746, data_time: 0.002, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8352, loss_cls: 1.4221, loss: 1.4221, grad_norm: 6.4791 2020-07-27 07:00:03,841 - mmaction - INFO - Epoch [73][1320/3757] lr: 2.000e-03, eta: 19:38:10, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3578, loss: 1.3578, grad_norm: 6.4419 2020-07-27 07:00:19,089 - mmaction - INFO - Epoch [73][1340/3757] lr: 2.000e-03, eta: 19:37:57, time: 0.755, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2767, loss: 1.2767, grad_norm: 6.3870 2020-07-27 07:00:33,113 - mmaction - INFO - Epoch [73][1360/3757] lr: 2.000e-03, eta: 19:37:43, time: 0.706, data_time: 0.027, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.2680 2020-07-27 07:00:46,343 - mmaction - INFO - Epoch [73][1380/3757] lr: 2.000e-03, eta: 19:37:30, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4342, loss: 1.4342, grad_norm: 6.6212 2020-07-27 07:01:00,368 - mmaction - INFO - Epoch [73][1400/3757] lr: 2.000e-03, eta: 19:37:16, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3820, loss: 1.3820, grad_norm: 6.4902 2020-07-27 07:01:13,981 - mmaction - INFO - Epoch [73][1420/3757] lr: 2.000e-03, eta: 19:37:03, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.7035 2020-07-27 07:01:29,157 - mmaction - INFO - Epoch [73][1440/3757] lr: 2.000e-03, eta: 19:36:50, time: 0.759, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.4073, loss: 1.4073, grad_norm: 6.5220 2020-07-27 07:01:42,524 - mmaction - INFO - Epoch [73][1460/3757] lr: 2.000e-03, eta: 19:36:36, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3453, loss: 1.3453, grad_norm: 6.3987 2020-07-27 07:01:56,425 - mmaction - INFO - Epoch [73][1480/3757] lr: 2.000e-03, eta: 19:36:22, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.7320 2020-07-27 07:02:10,486 - mmaction - INFO - Epoch [73][1500/3757] lr: 2.000e-03, eta: 19:36:09, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3667, loss: 1.3667, grad_norm: 6.5120 2020-07-27 07:02:24,535 - mmaction - INFO - Epoch [73][1520/3757] lr: 2.000e-03, eta: 19:35:55, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4096, loss: 1.4096, grad_norm: 6.4400 2020-07-27 07:02:37,580 - mmaction - INFO - Epoch [73][1540/3757] lr: 2.000e-03, eta: 19:35:42, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3170, loss: 1.3170, grad_norm: 6.4693 2020-07-27 07:02:51,722 - mmaction - INFO - Epoch [73][1560/3757] lr: 2.000e-03, eta: 19:35:28, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3704, loss: 1.3704, grad_norm: 6.5028 2020-07-27 07:03:06,323 - mmaction - INFO - Epoch [73][1580/3757] lr: 2.000e-03, eta: 19:35:15, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.5971 2020-07-27 07:03:19,907 - mmaction - INFO - Epoch [73][1600/3757] lr: 2.000e-03, eta: 19:35:01, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.4734 2020-07-27 07:03:33,620 - mmaction - INFO - Epoch [73][1620/3757] lr: 2.000e-03, eta: 19:34:48, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3448, loss: 1.3448, grad_norm: 6.3580 2020-07-27 07:03:47,609 - mmaction - INFO - Epoch [73][1640/3757] lr: 2.000e-03, eta: 19:34:34, time: 0.700, data_time: 0.003, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.3848, loss: 1.3848, grad_norm: 6.4596 2020-07-27 07:04:01,392 - mmaction - INFO - Epoch [73][1660/3757] lr: 2.000e-03, eta: 19:34:21, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.7074 2020-07-27 07:04:16,013 - mmaction - INFO - Epoch [73][1680/3757] lr: 2.000e-03, eta: 19:34:08, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4725, loss: 1.4725, grad_norm: 6.8727 2020-07-27 07:04:29,681 - mmaction - INFO - Epoch [73][1700/3757] lr: 2.000e-03, eta: 19:33:54, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8242, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.8661 2020-07-27 07:04:43,560 - mmaction - INFO - Epoch [73][1720/3757] lr: 2.000e-03, eta: 19:33:40, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.4135 2020-07-27 07:04:56,782 - mmaction - INFO - Epoch [73][1740/3757] lr: 2.000e-03, eta: 19:33:27, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3297, loss: 1.3297, grad_norm: 6.2159 2020-07-27 07:05:10,152 - mmaction - INFO - Epoch [73][1760/3757] lr: 2.000e-03, eta: 19:33:13, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3272, loss: 1.3272, grad_norm: 6.4377 2020-07-27 07:05:23,644 - mmaction - INFO - Epoch [73][1780/3757] lr: 2.000e-03, eta: 19:32:59, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.4142 2020-07-27 07:05:38,018 - mmaction - INFO - Epoch [73][1800/3757] lr: 2.000e-03, eta: 19:32:46, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8711, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.7303 2020-07-27 07:05:51,395 - mmaction - INFO - Epoch [73][1820/3757] lr: 2.000e-03, eta: 19:32:32, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.5337 2020-07-27 07:06:04,682 - mmaction - INFO - Epoch [73][1840/3757] lr: 2.000e-03, eta: 19:32:19, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4156, loss: 1.4156, grad_norm: 6.6073 2020-07-27 07:06:19,058 - mmaction - INFO - Epoch [73][1860/3757] lr: 2.000e-03, eta: 19:32:05, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.3714, loss: 1.3714, grad_norm: 6.4310 2020-07-27 07:06:32,829 - mmaction - INFO - Epoch [73][1880/3757] lr: 2.000e-03, eta: 19:31:52, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.7185 2020-07-27 07:06:47,002 - mmaction - INFO - Epoch [73][1900/3757] lr: 2.000e-03, eta: 19:31:38, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.6983 2020-07-27 07:07:00,927 - mmaction - INFO - Epoch [73][1920/3757] lr: 2.000e-03, eta: 19:31:25, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.5231 2020-07-27 07:07:14,919 - mmaction - INFO - Epoch [73][1940/3757] lr: 2.000e-03, eta: 19:31:11, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.7075 2020-07-27 07:07:28,031 - mmaction - INFO - Epoch [73][1960/3757] lr: 2.000e-03, eta: 19:30:58, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3535, loss: 1.3535, grad_norm: 6.4242 2020-07-27 07:07:42,111 - mmaction - INFO - Epoch [73][1980/3757] lr: 2.000e-03, eta: 19:30:44, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.4371 2020-07-27 07:07:55,520 - mmaction - INFO - Epoch [73][2000/3757] lr: 2.000e-03, eta: 19:30:30, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3299, loss: 1.3299, grad_norm: 6.4153 2020-07-27 07:08:08,824 - mmaction - INFO - Epoch [73][2020/3757] lr: 2.000e-03, eta: 19:30:17, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.6532 2020-07-27 07:08:22,655 - mmaction - INFO - Epoch [73][2040/3757] lr: 2.000e-03, eta: 19:30:03, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.6528 2020-07-27 07:08:36,495 - mmaction - INFO - Epoch [73][2060/3757] lr: 2.000e-03, eta: 19:29:50, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.5244 2020-07-27 07:08:50,271 - mmaction - INFO - Epoch [73][2080/3757] lr: 2.000e-03, eta: 19:29:36, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.3859, loss: 1.3859, grad_norm: 6.5920 2020-07-27 07:09:04,956 - mmaction - INFO - Epoch [73][2100/3757] lr: 2.000e-03, eta: 19:29:23, time: 0.734, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3931, loss: 1.3931, grad_norm: 6.5106 2020-07-27 07:09:18,043 - mmaction - INFO - Epoch [73][2120/3757] lr: 2.000e-03, eta: 19:29:09, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.5365 2020-07-27 07:09:32,492 - mmaction - INFO - Epoch [73][2140/3757] lr: 2.000e-03, eta: 19:28:56, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3602, loss: 1.3602, grad_norm: 6.6236 2020-07-27 07:09:46,353 - mmaction - INFO - Epoch [73][2160/3757] lr: 2.000e-03, eta: 19:28:42, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.6395 2020-07-27 07:09:59,709 - mmaction - INFO - Epoch [73][2180/3757] lr: 2.000e-03, eta: 19:28:29, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8711, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.6138 2020-07-27 07:10:13,766 - mmaction - INFO - Epoch [73][2200/3757] lr: 2.000e-03, eta: 19:28:15, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3710, loss: 1.3710, grad_norm: 6.5821 2020-07-27 07:10:27,230 - mmaction - INFO - Epoch [73][2220/3757] lr: 2.000e-03, eta: 19:28:01, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.3287 2020-07-27 07:10:41,278 - mmaction - INFO - Epoch [73][2240/3757] lr: 2.000e-03, eta: 19:27:48, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.3251, loss: 1.3251, grad_norm: 6.4662 2020-07-27 07:10:55,766 - mmaction - INFO - Epoch [73][2260/3757] lr: 2.000e-03, eta: 19:27:35, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4424, loss: 1.4424, grad_norm: 6.6685 2020-07-27 07:11:09,359 - mmaction - INFO - Epoch [73][2280/3757] lr: 2.000e-03, eta: 19:27:21, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.3060, loss: 1.3060, grad_norm: 6.3874 2020-07-27 07:11:25,000 - mmaction - INFO - Epoch [73][2300/3757] lr: 2.000e-03, eta: 19:27:08, time: 0.779, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4169, loss: 1.4169, grad_norm: 6.7106 2020-07-27 07:11:37,933 - mmaction - INFO - Epoch [73][2320/3757] lr: 2.000e-03, eta: 19:26:54, time: 0.649, data_time: 0.009, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2843, loss: 1.2843, grad_norm: 6.2932 2020-07-27 07:11:52,131 - mmaction - INFO - Epoch [73][2340/3757] lr: 2.000e-03, eta: 19:26:41, time: 0.710, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3580, loss: 1.3580, grad_norm: 6.5306 2020-07-27 07:12:06,852 - mmaction - INFO - Epoch [73][2360/3757] lr: 2.000e-03, eta: 19:26:28, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.5644 2020-07-27 07:12:20,615 - mmaction - INFO - Epoch [73][2380/3757] lr: 2.000e-03, eta: 19:26:14, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8695, loss_cls: 1.3282, loss: 1.3282, grad_norm: 6.4011 2020-07-27 07:12:33,602 - mmaction - INFO - Epoch [73][2400/3757] lr: 2.000e-03, eta: 19:26:00, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8789, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.4401 2020-07-27 07:12:47,574 - mmaction - INFO - Epoch [73][2420/3757] lr: 2.000e-03, eta: 19:25:47, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3347, loss: 1.3347, grad_norm: 6.5806 2020-07-27 07:13:01,579 - mmaction - INFO - Epoch [73][2440/3757] lr: 2.000e-03, eta: 19:25:33, time: 0.704, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4085, loss: 1.4085, grad_norm: 6.7572 2020-07-27 07:13:14,924 - mmaction - INFO - Epoch [73][2460/3757] lr: 2.000e-03, eta: 19:25:20, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8750, loss_cls: 1.3606, loss: 1.3606, grad_norm: 6.7264 2020-07-27 07:13:28,118 - mmaction - INFO - Epoch [73][2480/3757] lr: 2.000e-03, eta: 19:25:06, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3829, loss: 1.3829, grad_norm: 6.6973 2020-07-27 07:13:41,578 - mmaction - INFO - Epoch [73][2500/3757] lr: 2.000e-03, eta: 19:24:52, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.4014, loss: 1.4014, grad_norm: 6.7582 2020-07-27 07:13:54,838 - mmaction - INFO - Epoch [73][2520/3757] lr: 2.000e-03, eta: 19:24:39, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.5976 2020-07-27 07:14:09,082 - mmaction - INFO - Epoch [73][2540/3757] lr: 2.000e-03, eta: 19:24:25, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.7607 2020-07-27 07:14:22,712 - mmaction - INFO - Epoch [73][2560/3757] lr: 2.000e-03, eta: 19:24:12, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.5714, loss: 1.5714, grad_norm: 7.0460 2020-07-27 07:14:35,895 - mmaction - INFO - Epoch [73][2580/3757] lr: 2.000e-03, eta: 19:23:58, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.6596 2020-07-27 07:14:49,911 - mmaction - INFO - Epoch [73][2600/3757] lr: 2.000e-03, eta: 19:23:44, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3232, loss: 1.3232, grad_norm: 6.6320 2020-07-27 07:15:04,132 - mmaction - INFO - Epoch [73][2620/3757] lr: 2.000e-03, eta: 19:23:31, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8664, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.7669 2020-07-27 07:15:17,537 - mmaction - INFO - Epoch [73][2640/3757] lr: 2.000e-03, eta: 19:23:17, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3012, loss: 1.3012, grad_norm: 6.4993 2020-07-27 07:15:31,756 - mmaction - INFO - Epoch [73][2660/3757] lr: 2.000e-03, eta: 19:23:04, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4276, loss: 1.4276, grad_norm: 6.7636 2020-07-27 07:15:45,406 - mmaction - INFO - Epoch [73][2680/3757] lr: 2.000e-03, eta: 19:22:50, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.5782 2020-07-27 07:15:59,208 - mmaction - INFO - Epoch [73][2700/3757] lr: 2.000e-03, eta: 19:22:37, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2987, loss: 1.2987, grad_norm: 6.5643 2020-07-27 07:16:12,338 - mmaction - INFO - Epoch [73][2720/3757] lr: 2.000e-03, eta: 19:22:23, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.6161 2020-07-27 07:16:25,936 - mmaction - INFO - Epoch [73][2740/3757] lr: 2.000e-03, eta: 19:22:09, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.6243 2020-07-27 07:16:39,519 - mmaction - INFO - Epoch [73][2760/3757] lr: 2.000e-03, eta: 19:21:56, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4108, loss: 1.4108, grad_norm: 6.4579 2020-07-27 07:16:52,843 - mmaction - INFO - Epoch [73][2780/3757] lr: 2.000e-03, eta: 19:21:42, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.4666 2020-07-27 07:17:06,565 - mmaction - INFO - Epoch [73][2800/3757] lr: 2.000e-03, eta: 19:21:28, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4000, loss: 1.4000, grad_norm: 6.4725 2020-07-27 07:17:20,489 - mmaction - INFO - Epoch [73][2820/3757] lr: 2.000e-03, eta: 19:21:15, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3181, loss: 1.3181, grad_norm: 6.4426 2020-07-27 07:17:33,914 - mmaction - INFO - Epoch [73][2840/3757] lr: 2.000e-03, eta: 19:21:01, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.1996 2020-07-27 07:17:47,608 - mmaction - INFO - Epoch [73][2860/3757] lr: 2.000e-03, eta: 19:20:48, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.7217 2020-07-27 07:18:01,050 - mmaction - INFO - Epoch [73][2880/3757] lr: 2.000e-03, eta: 19:20:34, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.2982, loss: 1.2982, grad_norm: 6.3141 2020-07-27 07:18:15,190 - mmaction - INFO - Epoch [73][2900/3757] lr: 2.000e-03, eta: 19:20:21, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8695, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.5780 2020-07-27 07:18:29,166 - mmaction - INFO - Epoch [73][2920/3757] lr: 2.000e-03, eta: 19:20:07, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.3912, loss: 1.3912, grad_norm: 6.7880 2020-07-27 07:18:43,150 - mmaction - INFO - Epoch [73][2940/3757] lr: 2.000e-03, eta: 19:19:54, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.6851 2020-07-27 07:18:56,733 - mmaction - INFO - Epoch [73][2960/3757] lr: 2.000e-03, eta: 19:19:40, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3334, loss: 1.3334, grad_norm: 6.6678 2020-07-27 07:19:10,763 - mmaction - INFO - Epoch [73][2980/3757] lr: 2.000e-03, eta: 19:19:27, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3017, loss: 1.3017, grad_norm: 6.6423 2020-07-27 07:19:24,505 - mmaction - INFO - Epoch [73][3000/3757] lr: 2.000e-03, eta: 19:19:13, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.4605, loss: 1.4605, grad_norm: 6.8248 2020-07-27 07:19:38,175 - mmaction - INFO - Epoch [73][3020/3757] lr: 2.000e-03, eta: 19:18:59, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3917, loss: 1.3917, grad_norm: 6.5956 2020-07-27 07:19:52,152 - mmaction - INFO - Epoch [73][3040/3757] lr: 2.000e-03, eta: 19:18:46, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.7852 2020-07-27 07:20:05,214 - mmaction - INFO - Epoch [73][3060/3757] lr: 2.000e-03, eta: 19:18:32, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3855, loss: 1.3855, grad_norm: 6.4549 2020-07-27 07:20:18,667 - mmaction - INFO - Epoch [73][3080/3757] lr: 2.000e-03, eta: 19:18:18, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8320, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.5093 2020-07-27 07:20:33,105 - mmaction - INFO - Epoch [73][3100/3757] lr: 2.000e-03, eta: 19:18:05, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3349, loss: 1.3349, grad_norm: 6.5823 2020-07-27 07:20:47,854 - mmaction - INFO - Epoch [73][3120/3757] lr: 2.000e-03, eta: 19:17:52, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4423, loss: 1.4423, grad_norm: 6.8416 2020-07-27 07:21:00,651 - mmaction - INFO - Epoch [73][3140/3757] lr: 2.000e-03, eta: 19:17:38, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4859, loss: 1.4859, grad_norm: 6.6923 2020-07-27 07:21:15,081 - mmaction - INFO - Epoch [73][3160/3757] lr: 2.000e-03, eta: 19:17:25, time: 0.722, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3646, loss: 1.3646, grad_norm: 6.4457 2020-07-27 07:21:28,540 - mmaction - INFO - Epoch [73][3180/3757] lr: 2.000e-03, eta: 19:17:11, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.7414 2020-07-27 07:21:43,143 - mmaction - INFO - Epoch [73][3200/3757] lr: 2.000e-03, eta: 19:16:58, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.5385 2020-07-27 07:21:56,926 - mmaction - INFO - Epoch [73][3220/3757] lr: 2.000e-03, eta: 19:16:44, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4648, loss: 1.4648, grad_norm: 6.7620 2020-07-27 07:22:10,204 - mmaction - INFO - Epoch [73][3240/3757] lr: 2.000e-03, eta: 19:16:31, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4041, loss: 1.4041, grad_norm: 6.8052 2020-07-27 07:22:24,222 - mmaction - INFO - Epoch [73][3260/3757] lr: 2.000e-03, eta: 19:16:17, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.5022 2020-07-27 07:22:38,056 - mmaction - INFO - Epoch [73][3280/3757] lr: 2.000e-03, eta: 19:16:04, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6227, top5_acc: 0.8383, loss_cls: 1.5221, loss: 1.5221, grad_norm: 6.8418 2020-07-27 07:22:51,816 - mmaction - INFO - Epoch [73][3300/3757] lr: 2.000e-03, eta: 19:15:50, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.5414 2020-07-27 07:23:05,597 - mmaction - INFO - Epoch [73][3320/3757] lr: 2.000e-03, eta: 19:15:36, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.3724 2020-07-27 07:23:20,365 - mmaction - INFO - Epoch [73][3340/3757] lr: 2.000e-03, eta: 19:15:23, time: 0.741, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.6700 2020-07-27 07:23:34,308 - mmaction - INFO - Epoch [73][3360/3757] lr: 2.000e-03, eta: 19:15:10, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3654, loss: 1.3654, grad_norm: 6.4456 2020-07-27 07:23:48,004 - mmaction - INFO - Epoch [73][3380/3757] lr: 2.000e-03, eta: 19:14:56, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.6951 2020-07-27 07:24:01,647 - mmaction - INFO - Epoch [73][3400/3757] lr: 2.000e-03, eta: 19:14:43, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3916, loss: 1.3916, grad_norm: 6.5067 2020-07-27 07:24:16,350 - mmaction - INFO - Epoch [73][3420/3757] lr: 2.000e-03, eta: 19:14:29, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4850, loss: 1.4850, grad_norm: 6.7209 2020-07-27 07:24:30,286 - mmaction - INFO - Epoch [73][3440/3757] lr: 2.000e-03, eta: 19:14:16, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3520, loss: 1.3520, grad_norm: 6.4421 2020-07-27 07:24:43,658 - mmaction - INFO - Epoch [73][3460/3757] lr: 2.000e-03, eta: 19:14:02, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8664, loss_cls: 1.3145, loss: 1.3145, grad_norm: 6.3795 2020-07-27 07:24:57,013 - mmaction - INFO - Epoch [73][3480/3757] lr: 2.000e-03, eta: 19:13:49, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3738, loss: 1.3738, grad_norm: 6.3936 2020-07-27 07:25:10,819 - mmaction - INFO - Epoch [73][3500/3757] lr: 2.000e-03, eta: 19:13:35, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.3040, loss: 1.3040, grad_norm: 6.5009 2020-07-27 07:25:25,219 - mmaction - INFO - Epoch [73][3520/3757] lr: 2.000e-03, eta: 19:13:22, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3645, loss: 1.3645, grad_norm: 6.4174 2020-07-27 07:25:38,162 - mmaction - INFO - Epoch [73][3540/3757] lr: 2.000e-03, eta: 19:13:08, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.4381 2020-07-27 07:25:52,017 - mmaction - INFO - Epoch [73][3560/3757] lr: 2.000e-03, eta: 19:12:54, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.7433 2020-07-27 07:26:05,746 - mmaction - INFO - Epoch [73][3580/3757] lr: 2.000e-03, eta: 19:12:41, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.5722 2020-07-27 07:26:19,482 - mmaction - INFO - Epoch [73][3600/3757] lr: 2.000e-03, eta: 19:12:27, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3383, loss: 1.3383, grad_norm: 6.3026 2020-07-27 07:26:33,118 - mmaction - INFO - Epoch [73][3620/3757] lr: 2.000e-03, eta: 19:12:14, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.5846 2020-07-27 07:26:46,919 - mmaction - INFO - Epoch [73][3640/3757] lr: 2.000e-03, eta: 19:12:00, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.3534, loss: 1.3534, grad_norm: 6.6144 2020-07-27 07:27:01,441 - mmaction - INFO - Epoch [73][3660/3757] lr: 2.000e-03, eta: 19:11:47, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8547, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.6314 2020-07-27 07:27:15,110 - mmaction - INFO - Epoch [73][3680/3757] lr: 2.000e-03, eta: 19:11:33, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4197, loss: 1.4197, grad_norm: 6.5312 2020-07-27 07:27:28,555 - mmaction - INFO - Epoch [73][3700/3757] lr: 2.000e-03, eta: 19:11:19, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5789, loss: 1.5789, grad_norm: 6.8684 2020-07-27 07:27:43,420 - mmaction - INFO - Epoch [73][3720/3757] lr: 2.000e-03, eta: 19:11:06, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3631, loss: 1.3631, grad_norm: 6.5953 2020-07-27 07:27:56,792 - mmaction - INFO - Epoch [73][3740/3757] lr: 2.000e-03, eta: 19:10:53, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4513, loss: 1.4513, grad_norm: 6.6418 2020-07-27 07:28:09,537 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-07-27 07:28:36,194 - mmaction - INFO - Epoch [74][20/3757] lr: 2.000e-03, eta: 19:10:28, time: 1.272, data_time: 0.614, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3200, loss: 1.3200, grad_norm: 6.3226 2020-07-27 07:28:49,508 - mmaction - INFO - Epoch [74][40/3757] lr: 2.000e-03, eta: 19:10:14, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4085, loss: 1.4085, grad_norm: 6.5663 2020-07-27 07:29:02,885 - mmaction - INFO - Epoch [74][60/3757] lr: 2.000e-03, eta: 19:10:00, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3312, loss: 1.3312, grad_norm: 6.4122 2020-07-27 07:29:15,877 - mmaction - INFO - Epoch [74][80/3757] lr: 2.000e-03, eta: 19:09:46, time: 0.650, data_time: 0.002, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.3062 2020-07-27 07:29:29,452 - mmaction - INFO - Epoch [74][100/3757] lr: 2.000e-03, eta: 19:09:33, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3912, loss: 1.3912, grad_norm: 6.4429 2020-07-27 07:29:43,396 - mmaction - INFO - Epoch [74][120/3757] lr: 2.000e-03, eta: 19:09:19, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.4115, loss: 1.4115, grad_norm: 6.6725 2020-07-27 07:29:56,753 - mmaction - INFO - Epoch [74][140/3757] lr: 2.000e-03, eta: 19:09:05, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4151, loss: 1.4151, grad_norm: 6.7133 2020-07-27 07:30:10,678 - mmaction - INFO - Epoch [74][160/3757] lr: 2.000e-03, eta: 19:08:52, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3947, loss: 1.3947, grad_norm: 6.5885 2020-07-27 07:30:24,495 - mmaction - INFO - Epoch [74][180/3757] lr: 2.000e-03, eta: 19:08:38, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.7887 2020-07-27 07:30:37,662 - mmaction - INFO - Epoch [74][200/3757] lr: 2.000e-03, eta: 19:08:25, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.4242 2020-07-27 07:30:51,510 - mmaction - INFO - Epoch [74][220/3757] lr: 2.000e-03, eta: 19:08:11, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.6936 2020-07-27 07:31:05,532 - mmaction - INFO - Epoch [74][240/3757] lr: 2.000e-03, eta: 19:07:58, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8766, loss_cls: 1.2702, loss: 1.2702, grad_norm: 6.3992 2020-07-27 07:31:19,659 - mmaction - INFO - Epoch [74][260/3757] lr: 2.000e-03, eta: 19:07:44, time: 0.706, data_time: 0.002, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.5153 2020-07-27 07:31:33,247 - mmaction - INFO - Epoch [74][280/3757] lr: 2.000e-03, eta: 19:07:31, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.2738, loss: 1.2738, grad_norm: 6.2473 2020-07-27 07:31:47,652 - mmaction - INFO - Epoch [74][300/3757] lr: 2.000e-03, eta: 19:07:17, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.7627 2020-07-27 07:32:01,196 - mmaction - INFO - Epoch [74][320/3757] lr: 2.000e-03, eta: 19:07:04, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.5359 2020-07-27 07:32:15,521 - mmaction - INFO - Epoch [74][340/3757] lr: 2.000e-03, eta: 19:06:50, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.5246 2020-07-27 07:32:29,498 - mmaction - INFO - Epoch [74][360/3757] lr: 2.000e-03, eta: 19:06:37, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3500, loss: 1.3500, grad_norm: 6.6326 2020-07-27 07:32:44,605 - mmaction - INFO - Epoch [74][380/3757] lr: 2.000e-03, eta: 19:06:24, time: 0.753, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3747, loss: 1.3747, grad_norm: 6.5867 2020-07-27 07:32:57,533 - mmaction - INFO - Epoch [74][400/3757] lr: 2.000e-03, eta: 19:06:10, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3177, loss: 1.3177, grad_norm: 6.5945 2020-07-27 07:33:11,195 - mmaction - INFO - Epoch [74][420/3757] lr: 2.000e-03, eta: 19:05:56, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.3857 2020-07-27 07:33:25,497 - mmaction - INFO - Epoch [74][440/3757] lr: 2.000e-03, eta: 19:05:43, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2678, loss: 1.2678, grad_norm: 6.4483 2020-07-27 07:33:39,059 - mmaction - INFO - Epoch [74][460/3757] lr: 2.000e-03, eta: 19:05:29, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3707, loss: 1.3707, grad_norm: 6.5490 2020-07-27 07:33:52,378 - mmaction - INFO - Epoch [74][480/3757] lr: 2.000e-03, eta: 19:05:16, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3338, loss: 1.3338, grad_norm: 6.5424 2020-07-27 07:34:06,161 - mmaction - INFO - Epoch [74][500/3757] lr: 2.000e-03, eta: 19:05:02, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3130, loss: 1.3130, grad_norm: 6.4199 2020-07-27 07:34:19,981 - mmaction - INFO - Epoch [74][520/3757] lr: 2.000e-03, eta: 19:04:48, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.4541 2020-07-27 07:34:34,073 - mmaction - INFO - Epoch [74][540/3757] lr: 2.000e-03, eta: 19:04:35, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.3619 2020-07-27 07:34:48,147 - mmaction - INFO - Epoch [74][560/3757] lr: 2.000e-03, eta: 19:04:22, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.6481 2020-07-27 07:35:02,136 - mmaction - INFO - Epoch [74][580/3757] lr: 2.000e-03, eta: 19:04:08, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8383, loss_cls: 1.4247, loss: 1.4247, grad_norm: 6.5772 2020-07-27 07:35:16,780 - mmaction - INFO - Epoch [74][600/3757] lr: 2.000e-03, eta: 19:03:55, time: 0.731, data_time: 0.002, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.5470 2020-07-27 07:35:30,388 - mmaction - INFO - Epoch [74][620/3757] lr: 2.000e-03, eta: 19:03:41, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.3681 2020-07-27 07:35:45,027 - mmaction - INFO - Epoch [74][640/3757] lr: 2.000e-03, eta: 19:03:28, time: 0.731, data_time: 0.002, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.3294 2020-07-27 07:35:58,260 - mmaction - INFO - Epoch [74][660/3757] lr: 2.000e-03, eta: 19:03:14, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3132, loss: 1.3132, grad_norm: 6.6794 2020-07-27 07:36:12,591 - mmaction - INFO - Epoch [74][680/3757] lr: 2.000e-03, eta: 19:03:01, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.8596 2020-07-27 07:36:27,495 - mmaction - INFO - Epoch [74][700/3757] lr: 2.000e-03, eta: 19:02:48, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3050, loss: 1.3050, grad_norm: 6.3526 2020-07-27 07:36:40,292 - mmaction - INFO - Epoch [74][720/3757] lr: 2.000e-03, eta: 19:02:34, time: 0.640, data_time: 0.002, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2960, loss: 1.2960, grad_norm: 6.4742 2020-07-27 07:36:53,892 - mmaction - INFO - Epoch [74][740/3757] lr: 2.000e-03, eta: 19:02:20, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.7212 2020-07-27 07:37:07,387 - mmaction - INFO - Epoch [74][760/3757] lr: 2.000e-03, eta: 19:02:07, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3301, loss: 1.3301, grad_norm: 6.5820 2020-07-27 07:37:20,952 - mmaction - INFO - Epoch [74][780/3757] lr: 2.000e-03, eta: 19:01:53, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3559, loss: 1.3559, grad_norm: 6.7328 2020-07-27 07:37:35,570 - mmaction - INFO - Epoch [74][800/3757] lr: 2.000e-03, eta: 19:01:40, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8617, loss_cls: 1.3761, loss: 1.3761, grad_norm: 6.5329 2020-07-27 07:37:49,234 - mmaction - INFO - Epoch [74][820/3757] lr: 2.000e-03, eta: 19:01:26, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5266, loss: 1.5266, grad_norm: 6.8541 2020-07-27 07:38:03,063 - mmaction - INFO - Epoch [74][840/3757] lr: 2.000e-03, eta: 19:01:13, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3062, loss: 1.3062, grad_norm: 6.4418 2020-07-27 07:38:16,911 - mmaction - INFO - Epoch [74][860/3757] lr: 2.000e-03, eta: 19:00:59, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.5761 2020-07-27 07:38:30,312 - mmaction - INFO - Epoch [74][880/3757] lr: 2.000e-03, eta: 19:00:45, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.3551 2020-07-27 07:38:44,662 - mmaction - INFO - Epoch [74][900/3757] lr: 2.000e-03, eta: 19:00:32, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3063, loss: 1.3063, grad_norm: 6.4900 2020-07-27 07:38:57,821 - mmaction - INFO - Epoch [74][920/3757] lr: 2.000e-03, eta: 19:00:18, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.5359 2020-07-27 07:39:11,337 - mmaction - INFO - Epoch [74][940/3757] lr: 2.000e-03, eta: 19:00:05, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3793, loss: 1.3793, grad_norm: 6.7012 2020-07-27 07:39:24,950 - mmaction - INFO - Epoch [74][960/3757] lr: 2.000e-03, eta: 18:59:51, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.4792 2020-07-27 07:39:38,281 - mmaction - INFO - Epoch [74][980/3757] lr: 2.000e-03, eta: 18:59:37, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.3087, loss: 1.3087, grad_norm: 6.5350 2020-07-27 07:39:52,416 - mmaction - INFO - Epoch [74][1000/3757] lr: 2.000e-03, eta: 18:59:24, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3512, loss: 1.3512, grad_norm: 6.4192 2020-07-27 07:40:06,789 - mmaction - INFO - Epoch [74][1020/3757] lr: 2.000e-03, eta: 18:59:11, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3332, loss: 1.3332, grad_norm: 6.5175 2020-07-27 07:40:20,131 - mmaction - INFO - Epoch [74][1040/3757] lr: 2.000e-03, eta: 18:58:57, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.3508, loss: 1.3508, grad_norm: 6.5759 2020-07-27 07:40:34,055 - mmaction - INFO - Epoch [74][1060/3757] lr: 2.000e-03, eta: 18:58:43, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3313, loss: 1.3313, grad_norm: 6.5024 2020-07-27 07:40:48,373 - mmaction - INFO - Epoch [74][1080/3757] lr: 2.000e-03, eta: 18:58:30, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3144, loss: 1.3144, grad_norm: 6.3435 2020-07-27 07:41:01,519 - mmaction - INFO - Epoch [74][1100/3757] lr: 2.000e-03, eta: 18:58:16, time: 0.662, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3319, loss: 1.3319, grad_norm: 6.5445 2020-07-27 07:41:15,880 - mmaction - INFO - Epoch [74][1120/3757] lr: 2.000e-03, eta: 18:58:03, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3425, loss: 1.3425, grad_norm: 6.6538 2020-07-27 07:41:29,379 - mmaction - INFO - Epoch [74][1140/3757] lr: 2.000e-03, eta: 18:57:49, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4477, loss: 1.4477, grad_norm: 6.9852 2020-07-27 07:41:42,952 - mmaction - INFO - Epoch [74][1160/3757] lr: 2.000e-03, eta: 18:57:36, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8680, loss_cls: 1.3774, loss: 1.3774, grad_norm: 6.7745 2020-07-27 07:41:56,814 - mmaction - INFO - Epoch [74][1180/3757] lr: 2.000e-03, eta: 18:57:22, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3253, loss: 1.3253, grad_norm: 6.6040 2020-07-27 07:42:11,080 - mmaction - INFO - Epoch [74][1200/3757] lr: 2.000e-03, eta: 18:57:09, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.6538 2020-07-27 07:42:24,049 - mmaction - INFO - Epoch [74][1220/3757] lr: 2.000e-03, eta: 18:56:55, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3594, loss: 1.3594, grad_norm: 6.7055 2020-07-27 07:42:37,835 - mmaction - INFO - Epoch [74][1240/3757] lr: 2.000e-03, eta: 18:56:41, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.6892 2020-07-27 07:42:52,083 - mmaction - INFO - Epoch [74][1260/3757] lr: 2.000e-03, eta: 18:56:28, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8711, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.5516 2020-07-27 07:43:05,996 - mmaction - INFO - Epoch [74][1280/3757] lr: 2.000e-03, eta: 18:56:14, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3191, loss: 1.3191, grad_norm: 6.5344 2020-07-27 07:43:19,339 - mmaction - INFO - Epoch [74][1300/3757] lr: 2.000e-03, eta: 18:56:01, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3108, loss: 1.3108, grad_norm: 6.4304 2020-07-27 07:43:32,735 - mmaction - INFO - Epoch [74][1320/3757] lr: 2.000e-03, eta: 18:55:47, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.6606 2020-07-27 07:43:46,556 - mmaction - INFO - Epoch [74][1340/3757] lr: 2.000e-03, eta: 18:55:33, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3725, loss: 1.3725, grad_norm: 6.5780 2020-07-27 07:44:01,526 - mmaction - INFO - Epoch [74][1360/3757] lr: 2.000e-03, eta: 18:55:20, time: 0.748, data_time: 0.003, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.7359 2020-07-27 07:44:14,486 - mmaction - INFO - Epoch [74][1380/3757] lr: 2.000e-03, eta: 18:55:06, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.6189 2020-07-27 07:44:27,916 - mmaction - INFO - Epoch [74][1400/3757] lr: 2.000e-03, eta: 18:54:53, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.5512 2020-07-27 07:44:43,031 - mmaction - INFO - Epoch [74][1420/3757] lr: 2.000e-03, eta: 18:54:40, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4455, loss: 1.4455, grad_norm: 6.6793 2020-07-27 07:44:56,019 - mmaction - INFO - Epoch [74][1440/3757] lr: 2.000e-03, eta: 18:54:26, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.2716 2020-07-27 07:45:11,397 - mmaction - INFO - Epoch [74][1460/3757] lr: 2.000e-03, eta: 18:54:13, time: 0.763, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.5825 2020-07-27 07:45:24,760 - mmaction - INFO - Epoch [74][1480/3757] lr: 2.000e-03, eta: 18:53:59, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.3156, loss: 1.3156, grad_norm: 6.3862 2020-07-27 07:45:38,187 - mmaction - INFO - Epoch [74][1500/3757] lr: 2.000e-03, eta: 18:53:45, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3160, loss: 1.3160, grad_norm: 6.3563 2020-07-27 07:45:51,545 - mmaction - INFO - Epoch [74][1520/3757] lr: 2.000e-03, eta: 18:53:32, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3942, loss: 1.3942, grad_norm: 6.7214 2020-07-27 07:46:05,057 - mmaction - INFO - Epoch [74][1540/3757] lr: 2.000e-03, eta: 18:53:18, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3515, loss: 1.3515, grad_norm: 6.6182 2020-07-27 07:46:18,513 - mmaction - INFO - Epoch [74][1560/3757] lr: 2.000e-03, eta: 18:53:04, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.3953, loss: 1.3953, grad_norm: 6.5902 2020-07-27 07:46:32,087 - mmaction - INFO - Epoch [74][1580/3757] lr: 2.000e-03, eta: 18:52:51, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.5720 2020-07-27 07:46:45,930 - mmaction - INFO - Epoch [74][1600/3757] lr: 2.000e-03, eta: 18:52:37, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.4710 2020-07-27 07:46:59,239 - mmaction - INFO - Epoch [74][1620/3757] lr: 2.000e-03, eta: 18:52:24, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3513, loss: 1.3513, grad_norm: 6.5013 2020-07-27 07:47:13,340 - mmaction - INFO - Epoch [74][1640/3757] lr: 2.000e-03, eta: 18:52:10, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.5052 2020-07-27 07:47:27,131 - mmaction - INFO - Epoch [74][1660/3757] lr: 2.000e-03, eta: 18:51:57, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3541, loss: 1.3541, grad_norm: 6.5511 2020-07-27 07:47:40,623 - mmaction - INFO - Epoch [74][1680/3757] lr: 2.000e-03, eta: 18:51:43, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.4969 2020-07-27 07:47:54,814 - mmaction - INFO - Epoch [74][1700/3757] lr: 2.000e-03, eta: 18:51:30, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.8846 2020-07-27 07:48:08,360 - mmaction - INFO - Epoch [74][1720/3757] lr: 2.000e-03, eta: 18:51:16, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3504, loss: 1.3504, grad_norm: 6.5630 2020-07-27 07:48:22,582 - mmaction - INFO - Epoch [74][1740/3757] lr: 2.000e-03, eta: 18:51:02, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.4515, loss: 1.4515, grad_norm: 6.7227 2020-07-27 07:48:35,844 - mmaction - INFO - Epoch [74][1760/3757] lr: 2.000e-03, eta: 18:50:49, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4291, loss: 1.4291, grad_norm: 6.7983 2020-07-27 07:48:49,352 - mmaction - INFO - Epoch [74][1780/3757] lr: 2.000e-03, eta: 18:50:35, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.6974 2020-07-27 07:49:02,769 - mmaction - INFO - Epoch [74][1800/3757] lr: 2.000e-03, eta: 18:50:21, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.4609 2020-07-27 07:49:16,783 - mmaction - INFO - Epoch [74][1820/3757] lr: 2.000e-03, eta: 18:50:08, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8750, loss_cls: 1.3581, loss: 1.3581, grad_norm: 6.7501 2020-07-27 07:49:30,391 - mmaction - INFO - Epoch [74][1840/3757] lr: 2.000e-03, eta: 18:49:54, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8562, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.7542 2020-07-27 07:49:45,335 - mmaction - INFO - Epoch [74][1860/3757] lr: 2.000e-03, eta: 18:49:41, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.3615, loss: 1.3615, grad_norm: 6.6359 2020-07-27 07:49:58,595 - mmaction - INFO - Epoch [74][1880/3757] lr: 2.000e-03, eta: 18:49:27, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.7660 2020-07-27 07:50:12,110 - mmaction - INFO - Epoch [74][1900/3757] lr: 2.000e-03, eta: 18:49:14, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3845, loss: 1.3845, grad_norm: 6.4782 2020-07-27 07:50:25,517 - mmaction - INFO - Epoch [74][1920/3757] lr: 2.000e-03, eta: 18:49:00, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.6149 2020-07-27 07:50:39,820 - mmaction - INFO - Epoch [74][1940/3757] lr: 2.000e-03, eta: 18:48:47, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3490, loss: 1.3490, grad_norm: 6.5674 2020-07-27 07:50:53,901 - mmaction - INFO - Epoch [74][1960/3757] lr: 2.000e-03, eta: 18:48:33, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3735, loss: 1.3735, grad_norm: 6.7304 2020-07-27 07:51:08,596 - mmaction - INFO - Epoch [74][1980/3757] lr: 2.000e-03, eta: 18:48:20, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.4672 2020-07-27 07:51:21,510 - mmaction - INFO - Epoch [74][2000/3757] lr: 2.000e-03, eta: 18:48:06, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3360, loss: 1.3360, grad_norm: 6.6573 2020-07-27 07:51:35,010 - mmaction - INFO - Epoch [74][2020/3757] lr: 2.000e-03, eta: 18:47:53, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3503, loss: 1.3503, grad_norm: 6.5989 2020-07-27 07:51:49,193 - mmaction - INFO - Epoch [74][2040/3757] lr: 2.000e-03, eta: 18:47:39, time: 0.711, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3613, loss: 1.3613, grad_norm: 6.6521 2020-07-27 07:52:03,176 - mmaction - INFO - Epoch [74][2060/3757] lr: 2.000e-03, eta: 18:47:26, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3638, loss: 1.3638, grad_norm: 6.5861 2020-07-27 07:52:16,860 - mmaction - INFO - Epoch [74][2080/3757] lr: 2.000e-03, eta: 18:47:12, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4164, loss: 1.4164, grad_norm: 6.7165 2020-07-27 07:52:31,117 - mmaction - INFO - Epoch [74][2100/3757] lr: 2.000e-03, eta: 18:46:59, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2812, loss: 1.2812, grad_norm: 6.5823 2020-07-27 07:52:45,009 - mmaction - INFO - Epoch [74][2120/3757] lr: 2.000e-03, eta: 18:46:45, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3620, loss: 1.3620, grad_norm: 6.6367 2020-07-27 07:52:58,846 - mmaction - INFO - Epoch [74][2140/3757] lr: 2.000e-03, eta: 18:46:32, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4536, loss: 1.4536, grad_norm: 6.8096 2020-07-27 07:53:12,345 - mmaction - INFO - Epoch [74][2160/3757] lr: 2.000e-03, eta: 18:46:18, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4238, loss: 1.4238, grad_norm: 6.6227 2020-07-27 07:53:27,235 - mmaction - INFO - Epoch [74][2180/3757] lr: 2.000e-03, eta: 18:46:05, time: 0.744, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3847, loss: 1.3847, grad_norm: 6.5775 2020-07-27 07:53:40,561 - mmaction - INFO - Epoch [74][2200/3757] lr: 2.000e-03, eta: 18:45:51, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3678, loss: 1.3678, grad_norm: 6.5111 2020-07-27 07:53:53,968 - mmaction - INFO - Epoch [74][2220/3757] lr: 2.000e-03, eta: 18:45:37, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3377, loss: 1.3377, grad_norm: 6.4657 2020-07-27 07:54:07,088 - mmaction - INFO - Epoch [74][2240/3757] lr: 2.000e-03, eta: 18:45:24, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4106, loss: 1.4106, grad_norm: 6.6102 2020-07-27 07:54:21,270 - mmaction - INFO - Epoch [74][2260/3757] lr: 2.000e-03, eta: 18:45:10, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.8017 2020-07-27 07:54:34,701 - mmaction - INFO - Epoch [74][2280/3757] lr: 2.000e-03, eta: 18:44:57, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4221, loss: 1.4221, grad_norm: 6.7729 2020-07-27 07:54:49,308 - mmaction - INFO - Epoch [74][2300/3757] lr: 2.000e-03, eta: 18:44:43, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4766, loss: 1.4766, grad_norm: 6.9051 2020-07-27 07:55:02,716 - mmaction - INFO - Epoch [74][2320/3757] lr: 2.000e-03, eta: 18:44:30, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.4336, loss: 1.4336, grad_norm: 6.6256 2020-07-27 07:55:16,043 - mmaction - INFO - Epoch [74][2340/3757] lr: 2.000e-03, eta: 18:44:16, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.6403 2020-07-27 07:55:30,137 - mmaction - INFO - Epoch [74][2360/3757] lr: 2.000e-03, eta: 18:44:02, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.3998, loss: 1.3998, grad_norm: 6.7641 2020-07-27 07:55:43,465 - mmaction - INFO - Epoch [74][2380/3757] lr: 2.000e-03, eta: 18:43:49, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3272, loss: 1.3272, grad_norm: 6.5581 2020-07-27 07:55:58,799 - mmaction - INFO - Epoch [74][2400/3757] lr: 2.000e-03, eta: 18:43:36, time: 0.769, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.3895, loss: 1.3895, grad_norm: 6.7377 2020-07-27 07:56:11,722 - mmaction - INFO - Epoch [74][2420/3757] lr: 2.000e-03, eta: 18:43:22, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8609, loss_cls: 1.3590, loss: 1.3590, grad_norm: 6.5313 2020-07-27 07:56:25,103 - mmaction - INFO - Epoch [74][2440/3757] lr: 2.000e-03, eta: 18:43:08, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.4842 2020-07-27 07:56:39,032 - mmaction - INFO - Epoch [74][2460/3757] lr: 2.000e-03, eta: 18:42:55, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.5024, loss: 1.5024, grad_norm: 6.9613 2020-07-27 07:56:53,460 - mmaction - INFO - Epoch [74][2480/3757] lr: 2.000e-03, eta: 18:42:41, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4074, loss: 1.4074, grad_norm: 6.7707 2020-07-27 07:57:06,931 - mmaction - INFO - Epoch [74][2500/3757] lr: 2.000e-03, eta: 18:42:28, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.5949 2020-07-27 07:57:21,467 - mmaction - INFO - Epoch [74][2520/3757] lr: 2.000e-03, eta: 18:42:14, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.4094, loss: 1.4094, grad_norm: 6.8111 2020-07-27 07:57:34,533 - mmaction - INFO - Epoch [74][2540/3757] lr: 2.000e-03, eta: 18:42:01, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.7130 2020-07-27 07:57:48,032 - mmaction - INFO - Epoch [74][2560/3757] lr: 2.000e-03, eta: 18:41:47, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3422, loss: 1.3422, grad_norm: 6.5002 2020-07-27 07:58:01,945 - mmaction - INFO - Epoch [74][2580/3757] lr: 2.000e-03, eta: 18:41:33, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.6981 2020-07-27 07:58:15,088 - mmaction - INFO - Epoch [74][2600/3757] lr: 2.000e-03, eta: 18:41:20, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3846, loss: 1.3846, grad_norm: 6.5085 2020-07-27 07:58:28,728 - mmaction - INFO - Epoch [74][2620/3757] lr: 2.000e-03, eta: 18:41:06, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4184, loss: 1.4184, grad_norm: 6.5612 2020-07-27 07:58:42,477 - mmaction - INFO - Epoch [74][2640/3757] lr: 2.000e-03, eta: 18:40:52, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3558, loss: 1.3558, grad_norm: 6.4888 2020-07-27 07:58:56,961 - mmaction - INFO - Epoch [74][2660/3757] lr: 2.000e-03, eta: 18:40:39, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.9608 2020-07-27 07:59:10,560 - mmaction - INFO - Epoch [74][2680/3757] lr: 2.000e-03, eta: 18:40:26, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3450, loss: 1.3450, grad_norm: 6.7929 2020-07-27 07:59:24,206 - mmaction - INFO - Epoch [74][2700/3757] lr: 2.000e-03, eta: 18:40:12, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.5072, loss: 1.5072, grad_norm: 6.9943 2020-07-27 07:59:38,339 - mmaction - INFO - Epoch [74][2720/3757] lr: 2.000e-03, eta: 18:39:59, time: 0.708, data_time: 0.003, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.3657, loss: 1.3657, grad_norm: 6.5450 2020-07-27 07:59:51,619 - mmaction - INFO - Epoch [74][2740/3757] lr: 2.000e-03, eta: 18:39:45, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.7595 2020-07-27 08:00:07,616 - mmaction - INFO - Epoch [74][2760/3757] lr: 2.000e-03, eta: 18:39:32, time: 0.794, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.4185 2020-07-27 08:00:21,153 - mmaction - INFO - Epoch [74][2780/3757] lr: 2.000e-03, eta: 18:39:18, time: 0.685, data_time: 0.019, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.5029 2020-07-27 08:00:35,829 - mmaction - INFO - Epoch [74][2800/3757] lr: 2.000e-03, eta: 18:39:05, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3182, loss: 1.3182, grad_norm: 6.3552 2020-07-27 08:00:49,601 - mmaction - INFO - Epoch [74][2820/3757] lr: 2.000e-03, eta: 18:38:52, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.7171 2020-07-27 08:01:02,896 - mmaction - INFO - Epoch [74][2840/3757] lr: 2.000e-03, eta: 18:38:38, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.6768 2020-07-27 08:01:16,757 - mmaction - INFO - Epoch [74][2860/3757] lr: 2.000e-03, eta: 18:38:24, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.7135 2020-07-27 08:01:31,224 - mmaction - INFO - Epoch [74][2880/3757] lr: 2.000e-03, eta: 18:38:11, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3580, loss: 1.3580, grad_norm: 6.6425 2020-07-27 08:01:44,574 - mmaction - INFO - Epoch [74][2900/3757] lr: 2.000e-03, eta: 18:37:57, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.8332 2020-07-27 08:01:58,309 - mmaction - INFO - Epoch [74][2920/3757] lr: 2.000e-03, eta: 18:37:44, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3204, loss: 1.3204, grad_norm: 6.5112 2020-07-27 08:02:12,370 - mmaction - INFO - Epoch [74][2940/3757] lr: 2.000e-03, eta: 18:37:30, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.6754 2020-07-27 08:02:27,736 - mmaction - INFO - Epoch [74][2960/3757] lr: 2.000e-03, eta: 18:37:17, time: 0.768, data_time: 0.002, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.4240 2020-07-27 08:02:40,826 - mmaction - INFO - Epoch [74][2980/3757] lr: 2.000e-03, eta: 18:37:04, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.7416 2020-07-27 08:02:54,489 - mmaction - INFO - Epoch [74][3000/3757] lr: 2.000e-03, eta: 18:36:50, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.3138, loss: 1.3138, grad_norm: 6.5615 2020-07-27 08:03:08,056 - mmaction - INFO - Epoch [74][3020/3757] lr: 2.000e-03, eta: 18:36:36, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3757, loss: 1.3757, grad_norm: 6.6030 2020-07-27 08:03:21,787 - mmaction - INFO - Epoch [74][3040/3757] lr: 2.000e-03, eta: 18:36:23, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.7853 2020-07-27 08:03:36,420 - mmaction - INFO - Epoch [74][3060/3757] lr: 2.000e-03, eta: 18:36:09, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3621, loss: 1.3621, grad_norm: 6.4705 2020-07-27 08:03:49,780 - mmaction - INFO - Epoch [74][3080/3757] lr: 2.000e-03, eta: 18:35:56, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3323, loss: 1.3323, grad_norm: 6.4306 2020-07-27 08:04:03,281 - mmaction - INFO - Epoch [74][3100/3757] lr: 2.000e-03, eta: 18:35:42, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3526, loss: 1.3526, grad_norm: 6.4240 2020-07-27 08:04:16,753 - mmaction - INFO - Epoch [74][3120/3757] lr: 2.000e-03, eta: 18:35:28, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.7266 2020-07-27 08:04:30,851 - mmaction - INFO - Epoch [74][3140/3757] lr: 2.000e-03, eta: 18:35:15, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.8741 2020-07-27 08:04:45,425 - mmaction - INFO - Epoch [74][3160/3757] lr: 2.000e-03, eta: 18:35:02, time: 0.730, data_time: 0.003, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.6443 2020-07-27 08:04:58,814 - mmaction - INFO - Epoch [74][3180/3757] lr: 2.000e-03, eta: 18:34:48, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.6457 2020-07-27 08:05:12,449 - mmaction - INFO - Epoch [74][3200/3757] lr: 2.000e-03, eta: 18:34:34, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3327, loss: 1.3327, grad_norm: 6.4471 2020-07-27 08:05:26,591 - mmaction - INFO - Epoch [74][3220/3757] lr: 2.000e-03, eta: 18:34:21, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3973, loss: 1.3973, grad_norm: 6.7428 2020-07-27 08:05:41,245 - mmaction - INFO - Epoch [74][3240/3757] lr: 2.000e-03, eta: 18:34:08, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.7771 2020-07-27 08:05:55,078 - mmaction - INFO - Epoch [74][3260/3757] lr: 2.000e-03, eta: 18:33:54, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4219, loss: 1.4219, grad_norm: 6.5001 2020-07-27 08:06:09,840 - mmaction - INFO - Epoch [74][3280/3757] lr: 2.000e-03, eta: 18:33:41, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4386, loss: 1.4386, grad_norm: 6.7157 2020-07-27 08:06:23,936 - mmaction - INFO - Epoch [74][3300/3757] lr: 2.000e-03, eta: 18:33:28, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3156, loss: 1.3156, grad_norm: 6.4681 2020-07-27 08:06:38,053 - mmaction - INFO - Epoch [74][3320/3757] lr: 2.000e-03, eta: 18:33:14, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4307, loss: 1.4307, grad_norm: 6.7747 2020-07-27 08:06:51,310 - mmaction - INFO - Epoch [74][3340/3757] lr: 2.000e-03, eta: 18:33:00, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3702, loss: 1.3702, grad_norm: 6.4673 2020-07-27 08:07:05,381 - mmaction - INFO - Epoch [74][3360/3757] lr: 2.000e-03, eta: 18:32:47, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.4081 2020-07-27 08:07:18,714 - mmaction - INFO - Epoch [74][3380/3757] lr: 2.000e-03, eta: 18:32:33, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.5833 2020-07-27 08:07:32,348 - mmaction - INFO - Epoch [74][3400/3757] lr: 2.000e-03, eta: 18:32:20, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.5750 2020-07-27 08:07:45,571 - mmaction - INFO - Epoch [74][3420/3757] lr: 2.000e-03, eta: 18:32:06, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.5996 2020-07-27 08:07:59,601 - mmaction - INFO - Epoch [74][3440/3757] lr: 2.000e-03, eta: 18:31:52, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3604, loss: 1.3604, grad_norm: 6.7876 2020-07-27 08:08:12,914 - mmaction - INFO - Epoch [74][3460/3757] lr: 2.000e-03, eta: 18:31:39, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3861, loss: 1.3861, grad_norm: 6.5760 2020-07-27 08:08:26,573 - mmaction - INFO - Epoch [74][3480/3757] lr: 2.000e-03, eta: 18:31:25, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.0459 2020-07-27 08:08:39,921 - mmaction - INFO - Epoch [74][3500/3757] lr: 2.000e-03, eta: 18:31:11, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.3346, loss: 1.3346, grad_norm: 6.6978 2020-07-27 08:08:53,555 - mmaction - INFO - Epoch [74][3520/3757] lr: 2.000e-03, eta: 18:30:58, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.5552 2020-07-27 08:09:06,965 - mmaction - INFO - Epoch [74][3540/3757] lr: 2.000e-03, eta: 18:30:44, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3609, loss: 1.3609, grad_norm: 6.7118 2020-07-27 08:09:21,064 - mmaction - INFO - Epoch [74][3560/3757] lr: 2.000e-03, eta: 18:30:31, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3609, loss: 1.3609, grad_norm: 6.6611 2020-07-27 08:09:34,064 - mmaction - INFO - Epoch [74][3580/3757] lr: 2.000e-03, eta: 18:30:17, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3670, loss: 1.3670, grad_norm: 6.7103 2020-07-27 08:09:47,717 - mmaction - INFO - Epoch [74][3600/3757] lr: 2.000e-03, eta: 18:30:03, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8781, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.5594 2020-07-27 08:10:01,854 - mmaction - INFO - Epoch [74][3620/3757] lr: 2.000e-03, eta: 18:29:50, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3716, loss: 1.3716, grad_norm: 6.7648 2020-07-27 08:10:15,762 - mmaction - INFO - Epoch [74][3640/3757] lr: 2.000e-03, eta: 18:29:36, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3909, loss: 1.3909, grad_norm: 6.7121 2020-07-27 08:10:28,942 - mmaction - INFO - Epoch [74][3660/3757] lr: 2.000e-03, eta: 18:29:22, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4239, loss: 1.4239, grad_norm: 6.8817 2020-07-27 08:10:43,172 - mmaction - INFO - Epoch [74][3680/3757] lr: 2.000e-03, eta: 18:29:09, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4178, loss: 1.4178, grad_norm: 6.8184 2020-07-27 08:10:57,170 - mmaction - INFO - Epoch [74][3700/3757] lr: 2.000e-03, eta: 18:28:56, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.3856, loss: 1.3856, grad_norm: 6.6260 2020-07-27 08:11:10,609 - mmaction - INFO - Epoch [74][3720/3757] lr: 2.000e-03, eta: 18:28:42, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4094, loss: 1.4094, grad_norm: 6.5133 2020-07-27 08:11:23,993 - mmaction - INFO - Epoch [74][3740/3757] lr: 2.000e-03, eta: 18:28:28, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4341, loss: 1.4341, grad_norm: 6.7282 2020-07-27 08:11:35,854 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-07-27 08:12:00,968 - mmaction - INFO - Epoch [75][20/3757] lr: 2.000e-03, eta: 18:28:03, time: 1.203, data_time: 0.513, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.9074 2020-07-27 08:12:13,506 - mmaction - INFO - Epoch [75][40/3757] lr: 2.000e-03, eta: 18:27:49, time: 0.627, data_time: 0.002, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.6376 2020-07-27 08:12:27,270 - mmaction - INFO - Epoch [75][60/3757] lr: 2.000e-03, eta: 18:27:35, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3721, loss: 1.3721, grad_norm: 6.6087 2020-07-27 08:12:40,745 - mmaction - INFO - Epoch [75][80/3757] lr: 2.000e-03, eta: 18:27:21, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.5380 2020-07-27 08:12:54,850 - mmaction - INFO - Epoch [75][100/3757] lr: 2.000e-03, eta: 18:27:08, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.7809 2020-07-27 08:13:08,327 - mmaction - INFO - Epoch [75][120/3757] lr: 2.000e-03, eta: 18:26:54, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3542, loss: 1.3542, grad_norm: 6.7286 2020-07-27 08:13:22,713 - mmaction - INFO - Epoch [75][140/3757] lr: 2.000e-03, eta: 18:26:41, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3345, loss: 1.3345, grad_norm: 6.6689 2020-07-27 08:13:35,685 - mmaction - INFO - Epoch [75][160/3757] lr: 2.000e-03, eta: 18:26:27, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3300, loss: 1.3300, grad_norm: 6.6276 2020-07-27 08:13:49,010 - mmaction - INFO - Epoch [75][180/3757] lr: 2.000e-03, eta: 18:26:13, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.7128 2020-07-27 08:14:03,287 - mmaction - INFO - Epoch [75][200/3757] lr: 2.000e-03, eta: 18:26:00, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3805, loss: 1.3805, grad_norm: 6.5893 2020-07-27 08:14:16,759 - mmaction - INFO - Epoch [75][220/3757] lr: 2.000e-03, eta: 18:25:46, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3061, loss: 1.3061, grad_norm: 6.5552 2020-07-27 08:14:29,916 - mmaction - INFO - Epoch [75][240/3757] lr: 2.000e-03, eta: 18:25:33, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2527, loss: 1.2527, grad_norm: 6.3609 2020-07-27 08:14:44,442 - mmaction - INFO - Epoch [75][260/3757] lr: 2.000e-03, eta: 18:25:19, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3608, loss: 1.3608, grad_norm: 6.6071 2020-07-27 08:14:58,107 - mmaction - INFO - Epoch [75][280/3757] lr: 2.000e-03, eta: 18:25:06, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3453, loss: 1.3453, grad_norm: 6.6371 2020-07-27 08:15:11,829 - mmaction - INFO - Epoch [75][300/3757] lr: 2.000e-03, eta: 18:24:52, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.2884, loss: 1.2884, grad_norm: 6.4286 2020-07-27 08:15:25,198 - mmaction - INFO - Epoch [75][320/3757] lr: 2.000e-03, eta: 18:24:38, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3772, loss: 1.3772, grad_norm: 6.6873 2020-07-27 08:15:39,295 - mmaction - INFO - Epoch [75][340/3757] lr: 2.000e-03, eta: 18:24:25, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.6600 2020-07-27 08:15:52,696 - mmaction - INFO - Epoch [75][360/3757] lr: 2.000e-03, eta: 18:24:11, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2518, loss: 1.2518, grad_norm: 6.5242 2020-07-27 08:16:05,996 - mmaction - INFO - Epoch [75][380/3757] lr: 2.000e-03, eta: 18:23:58, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.7224 2020-07-27 08:16:19,437 - mmaction - INFO - Epoch [75][400/3757] lr: 2.000e-03, eta: 18:23:44, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.3909, loss: 1.3909, grad_norm: 6.7367 2020-07-27 08:16:32,913 - mmaction - INFO - Epoch [75][420/3757] lr: 2.000e-03, eta: 18:23:30, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3248, loss: 1.3248, grad_norm: 6.5760 2020-07-27 08:16:47,260 - mmaction - INFO - Epoch [75][440/3757] lr: 2.000e-03, eta: 18:23:17, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.6918 2020-07-27 08:17:01,129 - mmaction - INFO - Epoch [75][460/3757] lr: 2.000e-03, eta: 18:23:03, time: 0.693, data_time: 0.003, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.4802 2020-07-27 08:17:14,554 - mmaction - INFO - Epoch [75][480/3757] lr: 2.000e-03, eta: 18:22:50, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.5507 2020-07-27 08:17:27,780 - mmaction - INFO - Epoch [75][500/3757] lr: 2.000e-03, eta: 18:22:36, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3136, loss: 1.3136, grad_norm: 6.5179 2020-07-27 08:17:41,956 - mmaction - INFO - Epoch [75][520/3757] lr: 2.000e-03, eta: 18:22:22, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3792, loss: 1.3792, grad_norm: 6.5717 2020-07-27 08:17:55,310 - mmaction - INFO - Epoch [75][540/3757] lr: 2.000e-03, eta: 18:22:09, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3341, loss: 1.3341, grad_norm: 6.4718 2020-07-27 08:18:08,929 - mmaction - INFO - Epoch [75][560/3757] lr: 2.000e-03, eta: 18:21:55, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.6280 2020-07-27 08:18:22,522 - mmaction - INFO - Epoch [75][580/3757] lr: 2.000e-03, eta: 18:21:42, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.4881 2020-07-27 08:18:37,466 - mmaction - INFO - Epoch [75][600/3757] lr: 2.000e-03, eta: 18:21:28, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.5802 2020-07-27 08:18:50,722 - mmaction - INFO - Epoch [75][620/3757] lr: 2.000e-03, eta: 18:21:15, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8742, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.4314 2020-07-27 08:19:04,595 - mmaction - INFO - Epoch [75][640/3757] lr: 2.000e-03, eta: 18:21:01, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3014, loss: 1.3014, grad_norm: 6.5875 2020-07-27 08:19:18,346 - mmaction - INFO - Epoch [75][660/3757] lr: 2.000e-03, eta: 18:20:48, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.5861 2020-07-27 08:19:31,584 - mmaction - INFO - Epoch [75][680/3757] lr: 2.000e-03, eta: 18:20:34, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3309, loss: 1.3309, grad_norm: 6.7121 2020-07-27 08:19:45,587 - mmaction - INFO - Epoch [75][700/3757] lr: 2.000e-03, eta: 18:20:20, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.5702 2020-07-27 08:19:58,848 - mmaction - INFO - Epoch [75][720/3757] lr: 2.000e-03, eta: 18:20:07, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2832, loss: 1.2832, grad_norm: 6.5601 2020-07-27 08:20:12,458 - mmaction - INFO - Epoch [75][740/3757] lr: 2.000e-03, eta: 18:19:53, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3956, loss: 1.3956, grad_norm: 6.7144 2020-07-27 08:20:26,695 - mmaction - INFO - Epoch [75][760/3757] lr: 2.000e-03, eta: 18:19:40, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3285, loss: 1.3285, grad_norm: 6.8154 2020-07-27 08:20:41,515 - mmaction - INFO - Epoch [75][780/3757] lr: 2.000e-03, eta: 18:19:26, time: 0.737, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3530, loss: 1.3530, grad_norm: 6.7396 2020-07-27 08:20:54,516 - mmaction - INFO - Epoch [75][800/3757] lr: 2.000e-03, eta: 18:19:13, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3307, loss: 1.3307, grad_norm: 6.6830 2020-07-27 08:21:08,109 - mmaction - INFO - Epoch [75][820/3757] lr: 2.000e-03, eta: 18:18:59, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.4771 2020-07-27 08:21:22,011 - mmaction - INFO - Epoch [75][840/3757] lr: 2.000e-03, eta: 18:18:45, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8680, loss_cls: 1.3617, loss: 1.3617, grad_norm: 6.9275 2020-07-27 08:21:35,329 - mmaction - INFO - Epoch [75][860/3757] lr: 2.000e-03, eta: 18:18:32, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.8015 2020-07-27 08:21:50,361 - mmaction - INFO - Epoch [75][880/3757] lr: 2.000e-03, eta: 18:18:19, time: 0.755, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.5110 2020-07-27 08:22:03,699 - mmaction - INFO - Epoch [75][900/3757] lr: 2.000e-03, eta: 18:18:05, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.3726, loss: 1.3726, grad_norm: 6.8746 2020-07-27 08:22:17,082 - mmaction - INFO - Epoch [75][920/3757] lr: 2.000e-03, eta: 18:17:51, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.4351 2020-07-27 08:22:30,968 - mmaction - INFO - Epoch [75][940/3757] lr: 2.000e-03, eta: 18:17:38, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3425, loss: 1.3425, grad_norm: 6.6157 2020-07-27 08:22:44,916 - mmaction - INFO - Epoch [75][960/3757] lr: 2.000e-03, eta: 18:17:24, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2896, loss: 1.2896, grad_norm: 6.5693 2020-07-27 08:22:58,495 - mmaction - INFO - Epoch [75][980/3757] lr: 2.000e-03, eta: 18:17:10, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.4399 2020-07-27 08:23:13,094 - mmaction - INFO - Epoch [75][1000/3757] lr: 2.000e-03, eta: 18:16:57, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3526, loss: 1.3526, grad_norm: 6.7462 2020-07-27 08:23:26,562 - mmaction - INFO - Epoch [75][1020/3757] lr: 2.000e-03, eta: 18:16:44, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.7608 2020-07-27 08:23:39,690 - mmaction - INFO - Epoch [75][1040/3757] lr: 2.000e-03, eta: 18:16:30, time: 0.657, data_time: 0.002, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3534, loss: 1.3534, grad_norm: 6.4656 2020-07-27 08:23:54,099 - mmaction - INFO - Epoch [75][1060/3757] lr: 2.000e-03, eta: 18:16:16, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4067, loss: 1.4067, grad_norm: 6.7378 2020-07-27 08:24:07,291 - mmaction - INFO - Epoch [75][1080/3757] lr: 2.000e-03, eta: 18:16:03, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3806, loss: 1.3806, grad_norm: 6.7166 2020-07-27 08:24:21,132 - mmaction - INFO - Epoch [75][1100/3757] lr: 2.000e-03, eta: 18:15:49, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4158, loss: 1.4158, grad_norm: 6.4334 2020-07-27 08:24:34,558 - mmaction - INFO - Epoch [75][1120/3757] lr: 2.000e-03, eta: 18:15:35, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3036, loss: 1.3036, grad_norm: 6.4959 2020-07-27 08:24:48,244 - mmaction - INFO - Epoch [75][1140/3757] lr: 2.000e-03, eta: 18:15:22, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.2534 2020-07-27 08:25:02,087 - mmaction - INFO - Epoch [75][1160/3757] lr: 2.000e-03, eta: 18:15:08, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.3227, loss: 1.3227, grad_norm: 6.6677 2020-07-27 08:25:15,291 - mmaction - INFO - Epoch [75][1180/3757] lr: 2.000e-03, eta: 18:14:55, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.3943, loss: 1.3943, grad_norm: 6.7693 2020-07-27 08:25:28,644 - mmaction - INFO - Epoch [75][1200/3757] lr: 2.000e-03, eta: 18:14:41, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.7458 2020-07-27 08:25:42,931 - mmaction - INFO - Epoch [75][1220/3757] lr: 2.000e-03, eta: 18:14:27, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3979, loss: 1.3979, grad_norm: 6.6061 2020-07-27 08:25:57,163 - mmaction - INFO - Epoch [75][1240/3757] lr: 2.000e-03, eta: 18:14:14, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.5346 2020-07-27 08:26:11,377 - mmaction - INFO - Epoch [75][1260/3757] lr: 2.000e-03, eta: 18:14:01, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3818, loss: 1.3818, grad_norm: 6.5826 2020-07-27 08:26:25,904 - mmaction - INFO - Epoch [75][1280/3757] lr: 2.000e-03, eta: 18:13:47, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3509, loss: 1.3509, grad_norm: 6.6233 2020-07-27 08:26:40,673 - mmaction - INFO - Epoch [75][1300/3757] lr: 2.000e-03, eta: 18:13:34, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.6939 2020-07-27 08:26:53,773 - mmaction - INFO - Epoch [75][1320/3757] lr: 2.000e-03, eta: 18:13:20, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.7911 2020-07-27 08:27:07,861 - mmaction - INFO - Epoch [75][1340/3757] lr: 2.000e-03, eta: 18:13:07, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8344, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.6954 2020-07-27 08:27:21,508 - mmaction - INFO - Epoch [75][1360/3757] lr: 2.000e-03, eta: 18:12:53, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.9499 2020-07-27 08:27:35,587 - mmaction - INFO - Epoch [75][1380/3757] lr: 2.000e-03, eta: 18:12:40, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.8180 2020-07-27 08:27:48,512 - mmaction - INFO - Epoch [75][1400/3757] lr: 2.000e-03, eta: 18:12:26, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3239, loss: 1.3239, grad_norm: 6.5413 2020-07-27 08:28:02,091 - mmaction - INFO - Epoch [75][1420/3757] lr: 2.000e-03, eta: 18:12:12, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.4155 2020-07-27 08:28:16,173 - mmaction - INFO - Epoch [75][1440/3757] lr: 2.000e-03, eta: 18:11:59, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3403, loss: 1.3403, grad_norm: 6.5232 2020-07-27 08:28:29,756 - mmaction - INFO - Epoch [75][1460/3757] lr: 2.000e-03, eta: 18:11:45, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3916, loss: 1.3916, grad_norm: 6.7182 2020-07-27 08:28:43,130 - mmaction - INFO - Epoch [75][1480/3757] lr: 2.000e-03, eta: 18:11:32, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2964, loss: 1.2964, grad_norm: 6.6420 2020-07-27 08:28:57,842 - mmaction - INFO - Epoch [75][1500/3757] lr: 2.000e-03, eta: 18:11:18, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3013, loss: 1.3013, grad_norm: 6.4373 2020-07-27 08:29:11,903 - mmaction - INFO - Epoch [75][1520/3757] lr: 2.000e-03, eta: 18:11:05, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.9217 2020-07-27 08:29:27,239 - mmaction - INFO - Epoch [75][1540/3757] lr: 2.000e-03, eta: 18:10:52, time: 0.764, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.4807 2020-07-27 08:29:40,237 - mmaction - INFO - Epoch [75][1560/3757] lr: 2.000e-03, eta: 18:10:38, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8656, loss_cls: 1.3169, loss: 1.3169, grad_norm: 6.7436 2020-07-27 08:29:54,910 - mmaction - INFO - Epoch [75][1580/3757] lr: 2.000e-03, eta: 18:10:25, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3314, loss: 1.3314, grad_norm: 6.7136 2020-07-27 08:30:07,890 - mmaction - INFO - Epoch [75][1600/3757] lr: 2.000e-03, eta: 18:10:11, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3350, loss: 1.3350, grad_norm: 6.8247 2020-07-27 08:30:22,477 - mmaction - INFO - Epoch [75][1620/3757] lr: 2.000e-03, eta: 18:09:58, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.7218 2020-07-27 08:30:36,042 - mmaction - INFO - Epoch [75][1640/3757] lr: 2.000e-03, eta: 18:09:44, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3733, loss: 1.3733, grad_norm: 6.5545 2020-07-27 08:30:49,395 - mmaction - INFO - Epoch [75][1660/3757] lr: 2.000e-03, eta: 18:09:30, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3474, loss: 1.3474, grad_norm: 6.7194 2020-07-27 08:31:03,567 - mmaction - INFO - Epoch [75][1680/3757] lr: 2.000e-03, eta: 18:09:17, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3336, loss: 1.3336, grad_norm: 6.6993 2020-07-27 08:31:16,521 - mmaction - INFO - Epoch [75][1700/3757] lr: 2.000e-03, eta: 18:09:03, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.3070, loss: 1.3070, grad_norm: 6.5279 2020-07-27 08:31:30,103 - mmaction - INFO - Epoch [75][1720/3757] lr: 2.000e-03, eta: 18:08:49, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3810, loss: 1.3810, grad_norm: 6.7823 2020-07-27 08:31:44,064 - mmaction - INFO - Epoch [75][1740/3757] lr: 2.000e-03, eta: 18:08:36, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3873, loss: 1.3873, grad_norm: 6.6986 2020-07-27 08:31:57,729 - mmaction - INFO - Epoch [75][1760/3757] lr: 2.000e-03, eta: 18:08:22, time: 0.685, data_time: 0.048, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.9703 2020-07-27 08:32:11,098 - mmaction - INFO - Epoch [75][1780/3757] lr: 2.000e-03, eta: 18:08:09, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3461, loss: 1.3461, grad_norm: 6.6525 2020-07-27 08:32:24,893 - mmaction - INFO - Epoch [75][1800/3757] lr: 2.000e-03, eta: 18:07:55, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.3884 2020-07-27 08:32:38,497 - mmaction - INFO - Epoch [75][1820/3757] lr: 2.000e-03, eta: 18:07:41, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3306, loss: 1.3306, grad_norm: 6.6495 2020-07-27 08:32:51,657 - mmaction - INFO - Epoch [75][1840/3757] lr: 2.000e-03, eta: 18:07:28, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2943, loss: 1.2943, grad_norm: 6.5873 2020-07-27 08:33:05,522 - mmaction - INFO - Epoch [75][1860/3757] lr: 2.000e-03, eta: 18:07:14, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.6690 2020-07-27 08:33:19,665 - mmaction - INFO - Epoch [75][1880/3757] lr: 2.000e-03, eta: 18:07:01, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4021, loss: 1.4021, grad_norm: 6.6313 2020-07-27 08:33:33,485 - mmaction - INFO - Epoch [75][1900/3757] lr: 2.000e-03, eta: 18:06:47, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.5973 2020-07-27 08:33:46,703 - mmaction - INFO - Epoch [75][1920/3757] lr: 2.000e-03, eta: 18:06:33, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.5786 2020-07-27 08:34:01,104 - mmaction - INFO - Epoch [75][1940/3757] lr: 2.000e-03, eta: 18:06:20, time: 0.721, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4208, loss: 1.4208, grad_norm: 6.8675 2020-07-27 08:34:14,338 - mmaction - INFO - Epoch [75][1960/3757] lr: 2.000e-03, eta: 18:06:06, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5188, loss: 1.5188, grad_norm: 6.9823 2020-07-27 08:34:27,426 - mmaction - INFO - Epoch [75][1980/3757] lr: 2.000e-03, eta: 18:05:52, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.7504 2020-07-27 08:34:40,909 - mmaction - INFO - Epoch [75][2000/3757] lr: 2.000e-03, eta: 18:05:39, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4056, loss: 1.4056, grad_norm: 6.7594 2020-07-27 08:34:54,343 - mmaction - INFO - Epoch [75][2020/3757] lr: 2.000e-03, eta: 18:05:25, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.6931 2020-07-27 08:35:08,427 - mmaction - INFO - Epoch [75][2040/3757] lr: 2.000e-03, eta: 18:05:12, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8773, loss_cls: 1.3140, loss: 1.3140, grad_norm: 6.5809 2020-07-27 08:35:22,244 - mmaction - INFO - Epoch [75][2060/3757] lr: 2.000e-03, eta: 18:04:58, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4406, loss: 1.4406, grad_norm: 6.8649 2020-07-27 08:35:35,912 - mmaction - INFO - Epoch [75][2080/3757] lr: 2.000e-03, eta: 18:04:45, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4323, loss: 1.4323, grad_norm: 6.8853 2020-07-27 08:35:49,965 - mmaction - INFO - Epoch [75][2100/3757] lr: 2.000e-03, eta: 18:04:31, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3728, loss: 1.3728, grad_norm: 6.8858 2020-07-27 08:36:03,332 - mmaction - INFO - Epoch [75][2120/3757] lr: 2.000e-03, eta: 18:04:17, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.6037 2020-07-27 08:36:18,329 - mmaction - INFO - Epoch [75][2140/3757] lr: 2.000e-03, eta: 18:04:04, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.3865, loss: 1.3865, grad_norm: 6.6413 2020-07-27 08:36:32,356 - mmaction - INFO - Epoch [75][2160/3757] lr: 2.000e-03, eta: 18:03:51, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3747, loss: 1.3747, grad_norm: 6.6625 2020-07-27 08:36:45,629 - mmaction - INFO - Epoch [75][2180/3757] lr: 2.000e-03, eta: 18:03:37, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4362, loss: 1.4362, grad_norm: 6.9342 2020-07-27 08:36:59,036 - mmaction - INFO - Epoch [75][2200/3757] lr: 2.000e-03, eta: 18:03:23, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.4138, loss: 1.4138, grad_norm: 6.8601 2020-07-27 08:37:12,080 - mmaction - INFO - Epoch [75][2220/3757] lr: 2.000e-03, eta: 18:03:10, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2856, loss: 1.2856, grad_norm: 6.5069 2020-07-27 08:37:25,578 - mmaction - INFO - Epoch [75][2240/3757] lr: 2.000e-03, eta: 18:02:56, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.9426 2020-07-27 08:37:39,152 - mmaction - INFO - Epoch [75][2260/3757] lr: 2.000e-03, eta: 18:02:42, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.8409 2020-07-27 08:37:52,438 - mmaction - INFO - Epoch [75][2280/3757] lr: 2.000e-03, eta: 18:02:29, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3873, loss: 1.3873, grad_norm: 6.7103 2020-07-27 08:38:05,762 - mmaction - INFO - Epoch [75][2300/3757] lr: 2.000e-03, eta: 18:02:15, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8680, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.6354 2020-07-27 08:38:20,806 - mmaction - INFO - Epoch [75][2320/3757] lr: 2.000e-03, eta: 18:02:02, time: 0.749, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4281, loss: 1.4281, grad_norm: 6.7704 2020-07-27 08:38:33,813 - mmaction - INFO - Epoch [75][2340/3757] lr: 2.000e-03, eta: 18:01:48, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.2614, loss: 1.2614, grad_norm: 6.5340 2020-07-27 08:38:47,351 - mmaction - INFO - Epoch [75][2360/3757] lr: 2.000e-03, eta: 18:01:34, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.9412 2020-07-27 08:39:00,643 - mmaction - INFO - Epoch [75][2380/3757] lr: 2.000e-03, eta: 18:01:20, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.8936 2020-07-27 08:39:14,218 - mmaction - INFO - Epoch [75][2400/3757] lr: 2.000e-03, eta: 18:01:07, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.7231 2020-07-27 08:39:27,283 - mmaction - INFO - Epoch [75][2420/3757] lr: 2.000e-03, eta: 18:00:53, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4078, loss: 1.4078, grad_norm: 6.5257 2020-07-27 08:39:41,552 - mmaction - INFO - Epoch [75][2440/3757] lr: 2.000e-03, eta: 18:00:40, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.7484 2020-07-27 08:39:54,717 - mmaction - INFO - Epoch [75][2460/3757] lr: 2.000e-03, eta: 18:00:26, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3267, loss: 1.3267, grad_norm: 6.6784 2020-07-27 08:40:08,012 - mmaction - INFO - Epoch [75][2480/3757] lr: 2.000e-03, eta: 18:00:12, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3409, loss: 1.3409, grad_norm: 6.8061 2020-07-27 08:40:21,299 - mmaction - INFO - Epoch [75][2500/3757] lr: 2.000e-03, eta: 17:59:58, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.6097 2020-07-27 08:40:34,842 - mmaction - INFO - Epoch [75][2520/3757] lr: 2.000e-03, eta: 17:59:45, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.6474 2020-07-27 08:40:48,692 - mmaction - INFO - Epoch [75][2540/3757] lr: 2.000e-03, eta: 17:59:31, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2880, loss: 1.2880, grad_norm: 6.6161 2020-07-27 08:41:02,286 - mmaction - INFO - Epoch [75][2560/3757] lr: 2.000e-03, eta: 17:59:18, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8758, loss_cls: 1.2953, loss: 1.2953, grad_norm: 6.6807 2020-07-27 08:41:15,555 - mmaction - INFO - Epoch [75][2580/3757] lr: 2.000e-03, eta: 17:59:04, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.7826 2020-07-27 08:41:28,997 - mmaction - INFO - Epoch [75][2600/3757] lr: 2.000e-03, eta: 17:58:50, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3515, loss: 1.3515, grad_norm: 6.8372 2020-07-27 08:41:42,915 - mmaction - INFO - Epoch [75][2620/3757] lr: 2.000e-03, eta: 17:58:37, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3494, loss: 1.3494, grad_norm: 6.7625 2020-07-27 08:41:56,211 - mmaction - INFO - Epoch [75][2640/3757] lr: 2.000e-03, eta: 17:58:23, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.3084, loss: 1.3084, grad_norm: 6.4483 2020-07-27 08:42:10,022 - mmaction - INFO - Epoch [75][2660/3757] lr: 2.000e-03, eta: 17:58:09, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8398, loss_cls: 1.4315, loss: 1.4315, grad_norm: 6.8308 2020-07-27 08:42:23,769 - mmaction - INFO - Epoch [75][2680/3757] lr: 2.000e-03, eta: 17:57:56, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.9192 2020-07-27 08:42:37,035 - mmaction - INFO - Epoch [75][2700/3757] lr: 2.000e-03, eta: 17:57:42, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.3951, loss: 1.3951, grad_norm: 6.8267 2020-07-27 08:42:51,768 - mmaction - INFO - Epoch [75][2720/3757] lr: 2.000e-03, eta: 17:57:29, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.6024 2020-07-27 08:43:05,374 - mmaction - INFO - Epoch [75][2740/3757] lr: 2.000e-03, eta: 17:57:15, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3199, loss: 1.3199, grad_norm: 6.4843 2020-07-27 08:43:18,758 - mmaction - INFO - Epoch [75][2760/3757] lr: 2.000e-03, eta: 17:57:02, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3417, loss: 1.3417, grad_norm: 6.5628 2020-07-27 08:43:31,931 - mmaction - INFO - Epoch [75][2780/3757] lr: 2.000e-03, eta: 17:56:48, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2776, loss: 1.2776, grad_norm: 6.5722 2020-07-27 08:43:47,078 - mmaction - INFO - Epoch [75][2800/3757] lr: 2.000e-03, eta: 17:56:35, time: 0.756, data_time: 0.005, memory: 7079, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.7417 2020-07-27 08:44:00,469 - mmaction - INFO - Epoch [75][2820/3757] lr: 2.000e-03, eta: 17:56:21, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6164, top5_acc: 0.8242, loss_cls: 1.5350, loss: 1.5350, grad_norm: 7.0895 2020-07-27 08:44:14,417 - mmaction - INFO - Epoch [75][2840/3757] lr: 2.000e-03, eta: 17:56:08, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3989, loss: 1.3989, grad_norm: 6.8806 2020-07-27 08:44:27,774 - mmaction - INFO - Epoch [75][2860/3757] lr: 2.000e-03, eta: 17:55:54, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3450, loss: 1.3450, grad_norm: 6.5238 2020-07-27 08:44:41,917 - mmaction - INFO - Epoch [75][2880/3757] lr: 2.000e-03, eta: 17:55:40, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3802, loss: 1.3802, grad_norm: 6.6486 2020-07-27 08:44:55,533 - mmaction - INFO - Epoch [75][2900/3757] lr: 2.000e-03, eta: 17:55:27, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.3494 2020-07-27 08:45:09,410 - mmaction - INFO - Epoch [75][2920/3757] lr: 2.000e-03, eta: 17:55:13, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3574, loss: 1.3574, grad_norm: 6.6410 2020-07-27 08:45:23,382 - mmaction - INFO - Epoch [75][2940/3757] lr: 2.000e-03, eta: 17:55:00, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3395, loss: 1.3395, grad_norm: 6.5360 2020-07-27 08:45:37,015 - mmaction - INFO - Epoch [75][2960/3757] lr: 2.000e-03, eta: 17:54:46, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3151, loss: 1.3151, grad_norm: 6.3905 2020-07-27 08:45:50,832 - mmaction - INFO - Epoch [75][2980/3757] lr: 2.000e-03, eta: 17:54:33, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4026, loss: 1.4026, grad_norm: 6.7293 2020-07-27 08:46:04,449 - mmaction - INFO - Epoch [75][3000/3757] lr: 2.000e-03, eta: 17:54:19, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.3287, loss: 1.3287, grad_norm: 6.5198 2020-07-27 08:46:17,602 - mmaction - INFO - Epoch [75][3020/3757] lr: 2.000e-03, eta: 17:54:05, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3666, loss: 1.3666, grad_norm: 6.6614 2020-07-27 08:46:31,289 - mmaction - INFO - Epoch [75][3040/3757] lr: 2.000e-03, eta: 17:53:52, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3092, loss: 1.3092, grad_norm: 6.6173 2020-07-27 08:46:44,980 - mmaction - INFO - Epoch [75][3060/3757] lr: 2.000e-03, eta: 17:53:38, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.8335 2020-07-27 08:46:59,250 - mmaction - INFO - Epoch [75][3080/3757] lr: 2.000e-03, eta: 17:53:25, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.2844, loss: 1.2844, grad_norm: 6.5148 2020-07-27 08:47:11,821 - mmaction - INFO - Epoch [75][3100/3757] lr: 2.000e-03, eta: 17:53:11, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4226, loss: 1.4226, grad_norm: 6.8091 2020-07-27 08:47:24,974 - mmaction - INFO - Epoch [75][3120/3757] lr: 2.000e-03, eta: 17:52:57, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8703, loss_cls: 1.3456, loss: 1.3456, grad_norm: 6.6194 2020-07-27 08:47:38,817 - mmaction - INFO - Epoch [75][3140/3757] lr: 2.000e-03, eta: 17:52:43, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.4116, loss: 1.4116, grad_norm: 6.9448 2020-07-27 08:47:52,249 - mmaction - INFO - Epoch [75][3160/3757] lr: 2.000e-03, eta: 17:52:30, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3854, loss: 1.3854, grad_norm: 6.8833 2020-07-27 08:48:07,140 - mmaction - INFO - Epoch [75][3180/3757] lr: 2.000e-03, eta: 17:52:16, time: 0.746, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8336, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.8234 2020-07-27 08:48:19,991 - mmaction - INFO - Epoch [75][3200/3757] lr: 2.000e-03, eta: 17:52:03, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4382, loss: 1.4382, grad_norm: 6.9428 2020-07-27 08:48:33,450 - mmaction - INFO - Epoch [75][3220/3757] lr: 2.000e-03, eta: 17:51:49, time: 0.673, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.8767 2020-07-27 08:48:46,338 - mmaction - INFO - Epoch [75][3240/3757] lr: 2.000e-03, eta: 17:51:35, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4557, loss: 1.4557, grad_norm: 6.7814 2020-07-27 08:48:59,520 - mmaction - INFO - Epoch [75][3260/3757] lr: 2.000e-03, eta: 17:51:21, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3399, loss: 1.3399, grad_norm: 6.5046 2020-07-27 08:49:12,880 - mmaction - INFO - Epoch [75][3280/3757] lr: 2.000e-03, eta: 17:51:08, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.6430 2020-07-27 08:49:26,370 - mmaction - INFO - Epoch [75][3300/3757] lr: 2.000e-03, eta: 17:50:54, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4472, loss: 1.4472, grad_norm: 6.8784 2020-07-27 08:49:40,246 - mmaction - INFO - Epoch [75][3320/3757] lr: 2.000e-03, eta: 17:50:40, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.3913, loss: 1.3913, grad_norm: 6.8315 2020-07-27 08:49:53,347 - mmaction - INFO - Epoch [75][3340/3757] lr: 2.000e-03, eta: 17:50:27, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.6450 2020-07-27 08:50:07,032 - mmaction - INFO - Epoch [75][3360/3757] lr: 2.000e-03, eta: 17:50:13, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.8814 2020-07-27 08:50:20,885 - mmaction - INFO - Epoch [75][3380/3757] lr: 2.000e-03, eta: 17:50:00, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.4005, loss: 1.4005, grad_norm: 6.7463 2020-07-27 08:50:33,878 - mmaction - INFO - Epoch [75][3400/3757] lr: 2.000e-03, eta: 17:49:46, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.7932 2020-07-27 08:50:47,636 - mmaction - INFO - Epoch [75][3420/3757] lr: 2.000e-03, eta: 17:49:32, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8672, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.9433 2020-07-27 08:51:00,692 - mmaction - INFO - Epoch [75][3440/3757] lr: 2.000e-03, eta: 17:49:18, time: 0.652, data_time: 0.002, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4293, loss: 1.4293, grad_norm: 6.9132 2020-07-27 08:51:13,675 - mmaction - INFO - Epoch [75][3460/3757] lr: 2.000e-03, eta: 17:49:04, time: 0.649, data_time: 0.003, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3811, loss: 1.3811, grad_norm: 6.6828 2020-07-27 08:51:27,157 - mmaction - INFO - Epoch [75][3480/3757] lr: 2.000e-03, eta: 17:48:51, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.1112 2020-07-27 08:51:40,832 - mmaction - INFO - Epoch [75][3500/3757] lr: 2.000e-03, eta: 17:48:37, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.7501 2020-07-27 08:51:53,962 - mmaction - INFO - Epoch [75][3520/3757] lr: 2.000e-03, eta: 17:48:23, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3730, loss: 1.3730, grad_norm: 6.6820 2020-07-27 08:52:07,074 - mmaction - INFO - Epoch [75][3540/3757] lr: 2.000e-03, eta: 17:48:10, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.8817 2020-07-27 08:52:20,717 - mmaction - INFO - Epoch [75][3560/3757] lr: 2.000e-03, eta: 17:47:56, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.6654 2020-07-27 08:52:33,634 - mmaction - INFO - Epoch [75][3580/3757] lr: 2.000e-03, eta: 17:47:42, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3730, loss: 1.3730, grad_norm: 6.8086 2020-07-27 08:52:48,236 - mmaction - INFO - Epoch [75][3600/3757] lr: 2.000e-03, eta: 17:47:29, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.7925 2020-07-27 08:53:00,982 - mmaction - INFO - Epoch [75][3620/3757] lr: 2.000e-03, eta: 17:47:15, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3383, loss: 1.3383, grad_norm: 6.6974 2020-07-27 08:53:14,398 - mmaction - INFO - Epoch [75][3640/3757] lr: 2.000e-03, eta: 17:47:01, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.2022 2020-07-27 08:53:28,738 - mmaction - INFO - Epoch [75][3660/3757] lr: 2.000e-03, eta: 17:46:48, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.7187 2020-07-27 08:53:41,709 - mmaction - INFO - Epoch [75][3680/3757] lr: 2.000e-03, eta: 17:46:34, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3337, loss: 1.3337, grad_norm: 6.7446 2020-07-27 08:53:55,169 - mmaction - INFO - Epoch [75][3700/3757] lr: 2.000e-03, eta: 17:46:20, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.8496 2020-07-27 08:54:09,521 - mmaction - INFO - Epoch [75][3720/3757] lr: 2.000e-03, eta: 17:46:07, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.6019 2020-07-27 08:54:23,196 - mmaction - INFO - Epoch [75][3740/3757] lr: 2.000e-03, eta: 17:45:53, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.3175, loss: 1.3175, grad_norm: 6.5909 2020-07-27 08:54:34,219 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-27 08:54:56,199 - mmaction - INFO - Epoch [76][20/3757] lr: 2.000e-03, eta: 17:45:27, time: 1.006, data_time: 0.346, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8633, loss_cls: 1.3615, loss: 1.3615, grad_norm: 6.6559 2020-07-27 08:55:08,583 - mmaction - INFO - Epoch [76][40/3757] lr: 2.000e-03, eta: 17:45:13, time: 0.619, data_time: 0.002, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3707, loss: 1.3707, grad_norm: 6.7183 2020-07-27 08:55:22,150 - mmaction - INFO - Epoch [76][60/3757] lr: 2.000e-03, eta: 17:44:59, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.3733, loss: 1.3733, grad_norm: 6.5951 2020-07-27 08:55:35,252 - mmaction - INFO - Epoch [76][80/3757] lr: 2.000e-03, eta: 17:44:45, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.6610 2020-07-27 08:55:48,919 - mmaction - INFO - Epoch [76][100/3757] lr: 2.000e-03, eta: 17:44:32, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.5698 2020-07-27 08:56:01,846 - mmaction - INFO - Epoch [76][120/3757] lr: 2.000e-03, eta: 17:44:18, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2943, loss: 1.2943, grad_norm: 6.5790 2020-07-27 08:56:15,784 - mmaction - INFO - Epoch [76][140/3757] lr: 2.000e-03, eta: 17:44:04, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.6744 2020-07-27 08:56:28,733 - mmaction - INFO - Epoch [76][160/3757] lr: 2.000e-03, eta: 17:43:50, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8500, loss_cls: 1.3654, loss: 1.3654, grad_norm: 6.4343 2020-07-27 08:56:41,850 - mmaction - INFO - Epoch [76][180/3757] lr: 2.000e-03, eta: 17:43:37, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3062, loss: 1.3062, grad_norm: 6.5103 2020-07-27 08:56:55,858 - mmaction - INFO - Epoch [76][200/3757] lr: 2.000e-03, eta: 17:43:23, time: 0.706, data_time: 0.009, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2700, loss: 1.2700, grad_norm: 6.4922 2020-07-27 08:57:09,857 - mmaction - INFO - Epoch [76][220/3757] lr: 2.000e-03, eta: 17:43:10, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.6736 2020-07-27 08:57:22,427 - mmaction - INFO - Epoch [76][240/3757] lr: 2.000e-03, eta: 17:42:56, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.5984 2020-07-27 08:57:35,776 - mmaction - INFO - Epoch [76][260/3757] lr: 2.000e-03, eta: 17:42:42, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.9848 2020-07-27 08:57:48,463 - mmaction - INFO - Epoch [76][280/3757] lr: 2.000e-03, eta: 17:42:28, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3454, loss: 1.3454, grad_norm: 6.5889 2020-07-27 08:58:02,451 - mmaction - INFO - Epoch [76][300/3757] lr: 2.000e-03, eta: 17:42:15, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.1340 2020-07-27 08:58:15,166 - mmaction - INFO - Epoch [76][320/3757] lr: 2.000e-03, eta: 17:42:01, time: 0.636, data_time: 0.002, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.5118 2020-07-27 08:58:28,520 - mmaction - INFO - Epoch [76][340/3757] lr: 2.000e-03, eta: 17:41:47, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.8632 2020-07-27 08:58:43,311 - mmaction - INFO - Epoch [76][360/3757] lr: 2.000e-03, eta: 17:41:34, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8820, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.5248 2020-07-27 08:58:56,289 - mmaction - INFO - Epoch [76][380/3757] lr: 2.000e-03, eta: 17:41:20, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.6392 2020-07-27 08:59:09,395 - mmaction - INFO - Epoch [76][400/3757] lr: 2.000e-03, eta: 17:41:06, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3576, loss: 1.3576, grad_norm: 6.5777 2020-07-27 08:59:23,668 - mmaction - INFO - Epoch [76][420/3757] lr: 2.000e-03, eta: 17:40:53, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.7750 2020-07-27 08:59:36,399 - mmaction - INFO - Epoch [76][440/3757] lr: 2.000e-03, eta: 17:40:39, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.5666 2020-07-27 08:59:50,505 - mmaction - INFO - Epoch [76][460/3757] lr: 2.000e-03, eta: 17:40:25, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.7882 2020-07-27 09:00:07,356 - mmaction - INFO - Epoch [76][480/3757] lr: 2.000e-03, eta: 17:40:13, time: 0.840, data_time: 0.003, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.4894 2020-07-27 09:00:19,669 - mmaction - INFO - Epoch [76][500/3757] lr: 2.000e-03, eta: 17:39:59, time: 0.618, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.4053, loss: 1.4053, grad_norm: 6.7132 2020-07-27 09:00:32,588 - mmaction - INFO - Epoch [76][520/3757] lr: 2.000e-03, eta: 17:39:45, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.4600 2020-07-27 09:00:46,686 - mmaction - INFO - Epoch [76][540/3757] lr: 2.000e-03, eta: 17:39:31, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4116, loss: 1.4116, grad_norm: 6.6284 2020-07-27 09:00:59,874 - mmaction - INFO - Epoch [76][560/3757] lr: 2.000e-03, eta: 17:39:18, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.6231 2020-07-27 09:01:13,532 - mmaction - INFO - Epoch [76][580/3757] lr: 2.000e-03, eta: 17:39:04, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8641, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.0140 2020-07-27 09:01:26,786 - mmaction - INFO - Epoch [76][600/3757] lr: 2.000e-03, eta: 17:38:50, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8422, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.7444 2020-07-27 09:01:40,308 - mmaction - INFO - Epoch [76][620/3757] lr: 2.000e-03, eta: 17:38:37, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.5679 2020-07-27 09:01:54,253 - mmaction - INFO - Epoch [76][640/3757] lr: 2.000e-03, eta: 17:38:23, time: 0.697, data_time: 0.002, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.8879 2020-07-27 09:02:07,505 - mmaction - INFO - Epoch [76][660/3757] lr: 2.000e-03, eta: 17:38:09, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.6336 2020-07-27 09:02:20,422 - mmaction - INFO - Epoch [76][680/3757] lr: 2.000e-03, eta: 17:37:56, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.7285 2020-07-27 09:02:34,725 - mmaction - INFO - Epoch [76][700/3757] lr: 2.000e-03, eta: 17:37:42, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.6317 2020-07-27 09:02:47,891 - mmaction - INFO - Epoch [76][720/3757] lr: 2.000e-03, eta: 17:37:28, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3633, loss: 1.3633, grad_norm: 6.6019 2020-07-27 09:03:01,114 - mmaction - INFO - Epoch [76][740/3757] lr: 2.000e-03, eta: 17:37:15, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.5761 2020-07-27 09:03:14,709 - mmaction - INFO - Epoch [76][760/3757] lr: 2.000e-03, eta: 17:37:01, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3750, loss: 1.3750, grad_norm: 6.7183 2020-07-27 09:03:28,806 - mmaction - INFO - Epoch [76][780/3757] lr: 2.000e-03, eta: 17:36:48, time: 0.706, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.3346, loss: 1.3346, grad_norm: 6.6695 2020-07-27 09:03:42,935 - mmaction - INFO - Epoch [76][800/3757] lr: 2.000e-03, eta: 17:36:34, time: 0.703, data_time: 0.009, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8742, loss_cls: 1.2990, loss: 1.2990, grad_norm: 6.5412 2020-07-27 09:03:55,642 - mmaction - INFO - Epoch [76][820/3757] lr: 2.000e-03, eta: 17:36:20, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.6430 2020-07-27 09:04:08,525 - mmaction - INFO - Epoch [76][840/3757] lr: 2.000e-03, eta: 17:36:06, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.9091 2020-07-27 09:04:21,818 - mmaction - INFO - Epoch [76][860/3757] lr: 2.000e-03, eta: 17:35:53, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3668, loss: 1.3668, grad_norm: 6.5401 2020-07-27 09:04:34,743 - mmaction - INFO - Epoch [76][880/3757] lr: 2.000e-03, eta: 17:35:39, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.8669 2020-07-27 09:04:47,807 - mmaction - INFO - Epoch [76][900/3757] lr: 2.000e-03, eta: 17:35:25, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3166, loss: 1.3166, grad_norm: 6.4735 2020-07-27 09:05:00,963 - mmaction - INFO - Epoch [76][920/3757] lr: 2.000e-03, eta: 17:35:11, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3162, loss: 1.3162, grad_norm: 6.7606 2020-07-27 09:05:14,323 - mmaction - INFO - Epoch [76][940/3757] lr: 2.000e-03, eta: 17:34:58, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.5631 2020-07-27 09:05:27,302 - mmaction - INFO - Epoch [76][960/3757] lr: 2.000e-03, eta: 17:34:44, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.6492 2020-07-27 09:05:40,450 - mmaction - INFO - Epoch [76][980/3757] lr: 2.000e-03, eta: 17:34:30, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.7123 2020-07-27 09:05:53,551 - mmaction - INFO - Epoch [76][1000/3757] lr: 2.000e-03, eta: 17:34:16, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3449, loss: 1.3449, grad_norm: 6.8988 2020-07-27 09:06:07,198 - mmaction - INFO - Epoch [76][1020/3757] lr: 2.000e-03, eta: 17:34:03, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8789, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.7959 2020-07-27 09:06:19,966 - mmaction - INFO - Epoch [76][1040/3757] lr: 2.000e-03, eta: 17:33:49, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.6589 2020-07-27 09:06:33,266 - mmaction - INFO - Epoch [76][1060/3757] lr: 2.000e-03, eta: 17:33:35, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2640, loss: 1.2640, grad_norm: 6.5444 2020-07-27 09:06:46,809 - mmaction - INFO - Epoch [76][1080/3757] lr: 2.000e-03, eta: 17:33:21, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.3140, loss: 1.3140, grad_norm: 6.7000 2020-07-27 09:07:00,569 - mmaction - INFO - Epoch [76][1100/3757] lr: 2.000e-03, eta: 17:33:08, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4293, loss: 1.4293, grad_norm: 6.7260 2020-07-27 09:07:14,424 - mmaction - INFO - Epoch [76][1120/3757] lr: 2.000e-03, eta: 17:32:54, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.6017 2020-07-27 09:07:27,330 - mmaction - INFO - Epoch [76][1140/3757] lr: 2.000e-03, eta: 17:32:40, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2991, loss: 1.2991, grad_norm: 6.6021 2020-07-27 09:07:40,335 - mmaction - INFO - Epoch [76][1160/3757] lr: 2.000e-03, eta: 17:32:27, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.8807 2020-07-27 09:07:53,400 - mmaction - INFO - Epoch [76][1180/3757] lr: 2.000e-03, eta: 17:32:13, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2388, loss: 1.2388, grad_norm: 6.5815 2020-07-27 09:08:07,795 - mmaction - INFO - Epoch [76][1200/3757] lr: 2.000e-03, eta: 17:31:59, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3538, loss: 1.3538, grad_norm: 6.7127 2020-07-27 09:08:20,558 - mmaction - INFO - Epoch [76][1220/3757] lr: 2.000e-03, eta: 17:31:46, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3574, loss: 1.3574, grad_norm: 6.9488 2020-07-27 09:08:34,504 - mmaction - INFO - Epoch [76][1240/3757] lr: 2.000e-03, eta: 17:31:32, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.4021, loss: 1.4021, grad_norm: 6.8479 2020-07-27 09:08:48,375 - mmaction - INFO - Epoch [76][1260/3757] lr: 2.000e-03, eta: 17:31:19, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.3995, loss: 1.3995, grad_norm: 6.8718 2020-07-27 09:09:01,172 - mmaction - INFO - Epoch [76][1280/3757] lr: 2.000e-03, eta: 17:31:05, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.5708 2020-07-27 09:09:15,080 - mmaction - INFO - Epoch [76][1300/3757] lr: 2.000e-03, eta: 17:30:51, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.0603 2020-07-27 09:09:28,352 - mmaction - INFO - Epoch [76][1320/3757] lr: 2.000e-03, eta: 17:30:37, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8516, loss_cls: 1.3023, loss: 1.3023, grad_norm: 6.7553 2020-07-27 09:09:41,348 - mmaction - INFO - Epoch [76][1340/3757] lr: 2.000e-03, eta: 17:30:24, time: 0.649, data_time: 0.009, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.5866 2020-07-27 09:09:54,949 - mmaction - INFO - Epoch [76][1360/3757] lr: 2.000e-03, eta: 17:30:10, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.9616 2020-07-27 09:10:08,253 - mmaction - INFO - Epoch [76][1380/3757] lr: 2.000e-03, eta: 17:29:56, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2554, loss: 1.2554, grad_norm: 6.5182 2020-07-27 09:10:21,642 - mmaction - INFO - Epoch [76][1400/3757] lr: 2.000e-03, eta: 17:29:43, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3428, loss: 1.3428, grad_norm: 6.8008 2020-07-27 09:10:34,618 - mmaction - INFO - Epoch [76][1420/3757] lr: 2.000e-03, eta: 17:29:29, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3172, loss: 1.3172, grad_norm: 6.6459 2020-07-27 09:10:47,608 - mmaction - INFO - Epoch [76][1440/3757] lr: 2.000e-03, eta: 17:29:15, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.3963, loss: 1.3963, grad_norm: 6.8375 2020-07-27 09:11:01,393 - mmaction - INFO - Epoch [76][1460/3757] lr: 2.000e-03, eta: 17:29:01, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.8751 2020-07-27 09:11:14,910 - mmaction - INFO - Epoch [76][1480/3757] lr: 2.000e-03, eta: 17:28:48, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.7828 2020-07-27 09:11:27,737 - mmaction - INFO - Epoch [76][1500/3757] lr: 2.000e-03, eta: 17:28:34, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.5766 2020-07-27 09:11:41,166 - mmaction - INFO - Epoch [76][1520/3757] lr: 2.000e-03, eta: 17:28:20, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.2904, loss: 1.2904, grad_norm: 6.5621 2020-07-27 09:11:54,385 - mmaction - INFO - Epoch [76][1540/3757] lr: 2.000e-03, eta: 17:28:06, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3722, loss: 1.3722, grad_norm: 6.8632 2020-07-27 09:12:07,528 - mmaction - INFO - Epoch [76][1560/3757] lr: 2.000e-03, eta: 17:27:53, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.3999, loss: 1.3999, grad_norm: 6.8844 2020-07-27 09:12:20,661 - mmaction - INFO - Epoch [76][1580/3757] lr: 2.000e-03, eta: 17:27:39, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.0644 2020-07-27 09:12:33,877 - mmaction - INFO - Epoch [76][1600/3757] lr: 2.000e-03, eta: 17:27:25, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4525, loss: 1.4525, grad_norm: 7.0377 2020-07-27 09:12:46,808 - mmaction - INFO - Epoch [76][1620/3757] lr: 2.000e-03, eta: 17:27:11, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.0509 2020-07-27 09:13:00,965 - mmaction - INFO - Epoch [76][1640/3757] lr: 2.000e-03, eta: 17:26:58, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.4127 2020-07-27 09:13:13,801 - mmaction - INFO - Epoch [76][1660/3757] lr: 2.000e-03, eta: 17:26:44, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4098, loss: 1.4098, grad_norm: 6.8127 2020-07-27 09:13:26,962 - mmaction - INFO - Epoch [76][1680/3757] lr: 2.000e-03, eta: 17:26:30, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.7994 2020-07-27 09:13:40,602 - mmaction - INFO - Epoch [76][1700/3757] lr: 2.000e-03, eta: 17:26:17, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.0865 2020-07-27 09:13:53,707 - mmaction - INFO - Epoch [76][1720/3757] lr: 2.000e-03, eta: 17:26:03, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.9652 2020-07-27 09:14:06,677 - mmaction - INFO - Epoch [76][1740/3757] lr: 2.000e-03, eta: 17:25:49, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.8929 2020-07-27 09:14:19,653 - mmaction - INFO - Epoch [76][1760/3757] lr: 2.000e-03, eta: 17:25:35, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3491, loss: 1.3491, grad_norm: 6.7591 2020-07-27 09:14:34,005 - mmaction - INFO - Epoch [76][1780/3757] lr: 2.000e-03, eta: 17:25:22, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3210, loss: 1.3210, grad_norm: 6.7360 2020-07-27 09:14:46,823 - mmaction - INFO - Epoch [76][1800/3757] lr: 2.000e-03, eta: 17:25:08, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.9830 2020-07-27 09:15:01,512 - mmaction - INFO - Epoch [76][1820/3757] lr: 2.000e-03, eta: 17:24:55, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3277, loss: 1.3277, grad_norm: 6.6821 2020-07-27 09:15:14,303 - mmaction - INFO - Epoch [76][1840/3757] lr: 2.000e-03, eta: 17:24:41, time: 0.640, data_time: 0.002, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8711, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.6872 2020-07-27 09:15:28,130 - mmaction - INFO - Epoch [76][1860/3757] lr: 2.000e-03, eta: 17:24:27, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.3525, loss: 1.3525, grad_norm: 7.0062 2020-07-27 09:15:41,095 - mmaction - INFO - Epoch [76][1880/3757] lr: 2.000e-03, eta: 17:24:13, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2992, loss: 1.2992, grad_norm: 6.6252 2020-07-27 09:15:53,943 - mmaction - INFO - Epoch [76][1900/3757] lr: 2.000e-03, eta: 17:24:00, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3514, loss: 1.3514, grad_norm: 6.7539 2020-07-27 09:16:07,257 - mmaction - INFO - Epoch [76][1920/3757] lr: 2.000e-03, eta: 17:23:46, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.6751 2020-07-27 09:16:21,149 - mmaction - INFO - Epoch [76][1940/3757] lr: 2.000e-03, eta: 17:23:32, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3318, loss: 1.3318, grad_norm: 6.7055 2020-07-27 09:16:34,928 - mmaction - INFO - Epoch [76][1960/3757] lr: 2.000e-03, eta: 17:23:19, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.7615 2020-07-27 09:16:48,207 - mmaction - INFO - Epoch [76][1980/3757] lr: 2.000e-03, eta: 17:23:05, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.7618 2020-07-27 09:17:01,913 - mmaction - INFO - Epoch [76][2000/3757] lr: 2.000e-03, eta: 17:22:52, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3422, loss: 1.3422, grad_norm: 6.6788 2020-07-27 09:17:15,409 - mmaction - INFO - Epoch [76][2020/3757] lr: 2.000e-03, eta: 17:22:38, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.3219, loss: 1.3219, grad_norm: 6.8633 2020-07-27 09:17:28,018 - mmaction - INFO - Epoch [76][2040/3757] lr: 2.000e-03, eta: 17:22:24, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.9872 2020-07-27 09:17:41,089 - mmaction - INFO - Epoch [76][2060/3757] lr: 2.000e-03, eta: 17:22:10, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.7671 2020-07-27 09:17:54,653 - mmaction - INFO - Epoch [76][2080/3757] lr: 2.000e-03, eta: 17:21:56, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.3538, loss: 1.3538, grad_norm: 6.7039 2020-07-27 09:18:08,558 - mmaction - INFO - Epoch [76][2100/3757] lr: 2.000e-03, eta: 17:21:43, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.0194 2020-07-27 09:18:21,318 - mmaction - INFO - Epoch [76][2120/3757] lr: 2.000e-03, eta: 17:21:29, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.0412 2020-07-27 09:18:34,592 - mmaction - INFO - Epoch [76][2140/3757] lr: 2.000e-03, eta: 17:21:15, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4880, loss: 1.4880, grad_norm: 6.9715 2020-07-27 09:18:48,439 - mmaction - INFO - Epoch [76][2160/3757] lr: 2.000e-03, eta: 17:21:02, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3304, loss: 1.3304, grad_norm: 6.7190 2020-07-27 09:19:02,326 - mmaction - INFO - Epoch [76][2180/3757] lr: 2.000e-03, eta: 17:20:48, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3395, loss: 1.3395, grad_norm: 6.8947 2020-07-27 09:19:15,615 - mmaction - INFO - Epoch [76][2200/3757] lr: 2.000e-03, eta: 17:20:35, time: 0.664, data_time: 0.003, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.7513 2020-07-27 09:19:28,726 - mmaction - INFO - Epoch [76][2220/3757] lr: 2.000e-03, eta: 17:20:21, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3931, loss: 1.3931, grad_norm: 6.9151 2020-07-27 09:19:42,148 - mmaction - INFO - Epoch [76][2240/3757] lr: 2.000e-03, eta: 17:20:07, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4024, loss: 1.4024, grad_norm: 6.7578 2020-07-27 09:19:55,152 - mmaction - INFO - Epoch [76][2260/3757] lr: 2.000e-03, eta: 17:19:53, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3186, loss: 1.3186, grad_norm: 6.6979 2020-07-27 09:20:08,614 - mmaction - INFO - Epoch [76][2280/3757] lr: 2.000e-03, eta: 17:19:40, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.3220, loss: 1.3220, grad_norm: 6.7490 2020-07-27 09:20:22,313 - mmaction - INFO - Epoch [76][2300/3757] lr: 2.000e-03, eta: 17:19:26, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3556, loss: 1.3556, grad_norm: 6.6612 2020-07-27 09:20:36,074 - mmaction - INFO - Epoch [76][2320/3757] lr: 2.000e-03, eta: 17:19:13, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.8028 2020-07-27 09:20:50,067 - mmaction - INFO - Epoch [76][2340/3757] lr: 2.000e-03, eta: 17:18:59, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.3972, loss: 1.3972, grad_norm: 6.8614 2020-07-27 09:21:03,447 - mmaction - INFO - Epoch [76][2360/3757] lr: 2.000e-03, eta: 17:18:45, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4410, loss: 1.4410, grad_norm: 6.8638 2020-07-27 09:21:16,696 - mmaction - INFO - Epoch [76][2380/3757] lr: 2.000e-03, eta: 17:18:32, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.6751 2020-07-27 09:21:29,557 - mmaction - INFO - Epoch [76][2400/3757] lr: 2.000e-03, eta: 17:18:18, time: 0.643, data_time: 0.003, memory: 7079, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 1.4572, loss: 1.4572, grad_norm: 6.9337 2020-07-27 09:21:42,445 - mmaction - INFO - Epoch [76][2420/3757] lr: 2.000e-03, eta: 17:18:04, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.3040, loss: 1.3040, grad_norm: 6.8125 2020-07-27 09:21:55,696 - mmaction - INFO - Epoch [76][2440/3757] lr: 2.000e-03, eta: 17:17:50, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3490, loss: 1.3490, grad_norm: 6.8677 2020-07-27 09:22:08,833 - mmaction - INFO - Epoch [76][2460/3757] lr: 2.000e-03, eta: 17:17:36, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.7768 2020-07-27 09:22:22,438 - mmaction - INFO - Epoch [76][2480/3757] lr: 2.000e-03, eta: 17:17:23, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4341, loss: 1.4341, grad_norm: 6.9861 2020-07-27 09:22:35,284 - mmaction - INFO - Epoch [76][2500/3757] lr: 2.000e-03, eta: 17:17:09, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3068, loss: 1.3068, grad_norm: 6.5556 2020-07-27 09:22:48,186 - mmaction - INFO - Epoch [76][2520/3757] lr: 2.000e-03, eta: 17:16:55, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.7789 2020-07-27 09:23:01,939 - mmaction - INFO - Epoch [76][2540/3757] lr: 2.000e-03, eta: 17:16:41, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2849, loss: 1.2849, grad_norm: 6.6983 2020-07-27 09:23:14,859 - mmaction - INFO - Epoch [76][2560/3757] lr: 2.000e-03, eta: 17:16:28, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.7787 2020-07-27 09:23:28,270 - mmaction - INFO - Epoch [76][2580/3757] lr: 2.000e-03, eta: 17:16:14, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4164, loss: 1.4164, grad_norm: 6.7789 2020-07-27 09:23:41,749 - mmaction - INFO - Epoch [76][2600/3757] lr: 2.000e-03, eta: 17:16:00, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.0013 2020-07-27 09:23:55,004 - mmaction - INFO - Epoch [76][2620/3757] lr: 2.000e-03, eta: 17:15:47, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.4106, loss: 1.4106, grad_norm: 6.9103 2020-07-27 09:24:07,742 - mmaction - INFO - Epoch [76][2640/3757] lr: 2.000e-03, eta: 17:15:33, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.4102, loss: 1.4102, grad_norm: 7.0589 2020-07-27 09:24:20,901 - mmaction - INFO - Epoch [76][2660/3757] lr: 2.000e-03, eta: 17:15:19, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3752, loss: 1.3752, grad_norm: 6.5719 2020-07-27 09:24:33,814 - mmaction - INFO - Epoch [76][2680/3757] lr: 2.000e-03, eta: 17:15:05, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3564, loss: 1.3564, grad_norm: 6.6254 2020-07-27 09:24:46,873 - mmaction - INFO - Epoch [76][2700/3757] lr: 2.000e-03, eta: 17:14:51, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.8882 2020-07-27 09:25:00,762 - mmaction - INFO - Epoch [76][2720/3757] lr: 2.000e-03, eta: 17:14:38, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3397, loss: 1.3397, grad_norm: 6.6854 2020-07-27 09:25:14,403 - mmaction - INFO - Epoch [76][2740/3757] lr: 2.000e-03, eta: 17:14:24, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.3282, loss: 1.3282, grad_norm: 6.7716 2020-07-27 09:25:28,193 - mmaction - INFO - Epoch [76][2760/3757] lr: 2.000e-03, eta: 17:14:11, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.8015 2020-07-27 09:25:41,082 - mmaction - INFO - Epoch [76][2780/3757] lr: 2.000e-03, eta: 17:13:57, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2855, loss: 1.2855, grad_norm: 6.6087 2020-07-27 09:25:54,626 - mmaction - INFO - Epoch [76][2800/3757] lr: 2.000e-03, eta: 17:13:43, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4941, loss: 1.4941, grad_norm: 6.9304 2020-07-27 09:26:08,368 - mmaction - INFO - Epoch [76][2820/3757] lr: 2.000e-03, eta: 17:13:30, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4216, loss: 1.4216, grad_norm: 6.9652 2020-07-27 09:26:22,251 - mmaction - INFO - Epoch [76][2840/3757] lr: 2.000e-03, eta: 17:13:16, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.6025 2020-07-27 09:26:35,491 - mmaction - INFO - Epoch [76][2860/3757] lr: 2.000e-03, eta: 17:13:02, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3180, loss: 1.3180, grad_norm: 6.7723 2020-07-27 09:26:48,680 - mmaction - INFO - Epoch [76][2880/3757] lr: 2.000e-03, eta: 17:12:49, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.6731 2020-07-27 09:27:02,039 - mmaction - INFO - Epoch [76][2900/3757] lr: 2.000e-03, eta: 17:12:35, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4100, loss: 1.4100, grad_norm: 7.2294 2020-07-27 09:27:14,844 - mmaction - INFO - Epoch [76][2920/3757] lr: 2.000e-03, eta: 17:12:21, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4120, loss: 1.4120, grad_norm: 6.8650 2020-07-27 09:27:29,264 - mmaction - INFO - Epoch [76][2940/3757] lr: 2.000e-03, eta: 17:12:08, time: 0.718, data_time: 0.004, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.3891, loss: 1.3891, grad_norm: 6.8438 2020-07-27 09:27:41,984 - mmaction - INFO - Epoch [76][2960/3757] lr: 2.000e-03, eta: 17:11:54, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3708, loss: 1.3708, grad_norm: 6.6489 2020-07-27 09:27:55,415 - mmaction - INFO - Epoch [76][2980/3757] lr: 2.000e-03, eta: 17:11:40, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3647, loss: 1.3647, grad_norm: 6.7940 2020-07-27 09:28:08,962 - mmaction - INFO - Epoch [76][3000/3757] lr: 2.000e-03, eta: 17:11:26, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.2870, loss: 1.2870, grad_norm: 6.7325 2020-07-27 09:28:22,024 - mmaction - INFO - Epoch [76][3020/3757] lr: 2.000e-03, eta: 17:11:13, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.8327 2020-07-27 09:28:35,075 - mmaction - INFO - Epoch [76][3040/3757] lr: 2.000e-03, eta: 17:10:59, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.7655 2020-07-27 09:28:48,709 - mmaction - INFO - Epoch [76][3060/3757] lr: 2.000e-03, eta: 17:10:45, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.6381 2020-07-27 09:29:02,316 - mmaction - INFO - Epoch [76][3080/3757] lr: 2.000e-03, eta: 17:10:32, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.9015 2020-07-27 09:29:15,038 - mmaction - INFO - Epoch [76][3100/3757] lr: 2.000e-03, eta: 17:10:18, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.8980 2020-07-27 09:29:28,963 - mmaction - INFO - Epoch [76][3120/3757] lr: 2.000e-03, eta: 17:10:04, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4380, loss: 1.4380, grad_norm: 6.7089 2020-07-27 09:29:42,450 - mmaction - INFO - Epoch [76][3140/3757] lr: 2.000e-03, eta: 17:09:51, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.6685 2020-07-27 09:29:55,881 - mmaction - INFO - Epoch [76][3160/3757] lr: 2.000e-03, eta: 17:09:37, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.8978 2020-07-27 09:30:08,705 - mmaction - INFO - Epoch [76][3180/3757] lr: 2.000e-03, eta: 17:09:23, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.8550 2020-07-27 09:30:22,845 - mmaction - INFO - Epoch [76][3200/3757] lr: 2.000e-03, eta: 17:09:10, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.8211 2020-07-27 09:30:35,590 - mmaction - INFO - Epoch [76][3220/3757] lr: 2.000e-03, eta: 17:08:56, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3648, loss: 1.3648, grad_norm: 6.7641 2020-07-27 09:30:48,642 - mmaction - INFO - Epoch [76][3240/3757] lr: 2.000e-03, eta: 17:08:42, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.6325 2020-07-27 09:31:01,945 - mmaction - INFO - Epoch [76][3260/3757] lr: 2.000e-03, eta: 17:08:28, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3360, loss: 1.3360, grad_norm: 6.7039 2020-07-27 09:31:14,897 - mmaction - INFO - Epoch [76][3280/3757] lr: 2.000e-03, eta: 17:08:14, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.0027 2020-07-27 09:31:28,194 - mmaction - INFO - Epoch [76][3300/3757] lr: 2.000e-03, eta: 17:08:01, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8633, loss_cls: 1.3704, loss: 1.3704, grad_norm: 6.7703 2020-07-27 09:31:41,890 - mmaction - INFO - Epoch [76][3320/3757] lr: 2.000e-03, eta: 17:07:47, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4043, loss: 1.4043, grad_norm: 6.7579 2020-07-27 09:31:55,566 - mmaction - INFO - Epoch [76][3340/3757] lr: 2.000e-03, eta: 17:07:34, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.8472 2020-07-27 09:32:08,807 - mmaction - INFO - Epoch [76][3360/3757] lr: 2.000e-03, eta: 17:07:20, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3854, loss: 1.3854, grad_norm: 6.8510 2020-07-27 09:32:21,805 - mmaction - INFO - Epoch [76][3380/3757] lr: 2.000e-03, eta: 17:07:06, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.7575 2020-07-27 09:32:35,152 - mmaction - INFO - Epoch [76][3400/3757] lr: 2.000e-03, eta: 17:06:52, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.7238 2020-07-27 09:32:48,330 - mmaction - INFO - Epoch [76][3420/3757] lr: 2.000e-03, eta: 17:06:39, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3699, loss: 1.3699, grad_norm: 6.8273 2020-07-27 09:33:01,270 - mmaction - INFO - Epoch [76][3440/3757] lr: 2.000e-03, eta: 17:06:25, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.7884 2020-07-27 09:33:15,660 - mmaction - INFO - Epoch [76][3460/3757] lr: 2.000e-03, eta: 17:06:11, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.8884 2020-07-27 09:33:28,584 - mmaction - INFO - Epoch [76][3480/3757] lr: 2.000e-03, eta: 17:05:58, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6359, top5_acc: 0.8578, loss_cls: 1.4048, loss: 1.4048, grad_norm: 6.9996 2020-07-27 09:33:41,480 - mmaction - INFO - Epoch [76][3500/3757] lr: 2.000e-03, eta: 17:05:44, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.4661, loss: 1.4661, grad_norm: 6.9053 2020-07-27 09:33:56,258 - mmaction - INFO - Epoch [76][3520/3757] lr: 2.000e-03, eta: 17:05:30, time: 0.740, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.9500 2020-07-27 09:34:09,283 - mmaction - INFO - Epoch [76][3540/3757] lr: 2.000e-03, eta: 17:05:17, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3972, loss: 1.3972, grad_norm: 6.9073 2020-07-27 09:34:23,378 - mmaction - INFO - Epoch [76][3560/3757] lr: 2.000e-03, eta: 17:05:03, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.3218, loss: 1.3218, grad_norm: 6.7286 2020-07-27 09:34:37,058 - mmaction - INFO - Epoch [76][3580/3757] lr: 2.000e-03, eta: 17:04:50, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3485, loss: 1.3485, grad_norm: 6.8338 2020-07-27 09:34:51,688 - mmaction - INFO - Epoch [76][3600/3757] lr: 2.000e-03, eta: 17:04:36, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.3854, loss: 1.3854, grad_norm: 6.8903 2020-07-27 09:35:05,189 - mmaction - INFO - Epoch [76][3620/3757] lr: 2.000e-03, eta: 17:04:23, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8383, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.9321 2020-07-27 09:35:19,140 - mmaction - INFO - Epoch [76][3640/3757] lr: 2.000e-03, eta: 17:04:09, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.4030, loss: 1.4030, grad_norm: 6.8650 2020-07-27 09:35:32,787 - mmaction - INFO - Epoch [76][3660/3757] lr: 2.000e-03, eta: 17:03:56, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3168, loss: 1.3168, grad_norm: 6.7380 2020-07-27 09:35:46,610 - mmaction - INFO - Epoch [76][3680/3757] lr: 2.000e-03, eta: 17:03:42, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.7071 2020-07-27 09:35:59,582 - mmaction - INFO - Epoch [76][3700/3757] lr: 2.000e-03, eta: 17:03:28, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3720, loss: 1.3720, grad_norm: 6.8576 2020-07-27 09:36:13,939 - mmaction - INFO - Epoch [76][3720/3757] lr: 2.000e-03, eta: 17:03:15, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3446, loss: 1.3446, grad_norm: 6.5945 2020-07-27 09:36:27,076 - mmaction - INFO - Epoch [76][3740/3757] lr: 2.000e-03, eta: 17:03:01, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3835, loss: 1.3835, grad_norm: 6.8474 2020-07-27 09:36:38,160 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-27 09:37:03,419 - mmaction - INFO - Epoch [77][20/3757] lr: 2.000e-03, eta: 17:02:35, time: 1.189, data_time: 0.519, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.6402 2020-07-27 09:37:16,821 - mmaction - INFO - Epoch [77][40/3757] lr: 2.000e-03, eta: 17:02:22, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3922, loss: 1.3922, grad_norm: 6.7405 2020-07-27 09:37:29,540 - mmaction - INFO - Epoch [77][60/3757] lr: 2.000e-03, eta: 17:02:08, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.4051, loss: 1.4051, grad_norm: 6.8409 2020-07-27 09:37:43,274 - mmaction - INFO - Epoch [77][80/3757] lr: 2.000e-03, eta: 17:01:54, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2703, loss: 1.2703, grad_norm: 6.6520 2020-07-27 09:37:56,049 - mmaction - INFO - Epoch [77][100/3757] lr: 2.000e-03, eta: 17:01:40, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3270, loss: 1.3270, grad_norm: 6.6616 2020-07-27 09:38:09,380 - mmaction - INFO - Epoch [77][120/3757] lr: 2.000e-03, eta: 17:01:27, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.6219 2020-07-27 09:38:22,339 - mmaction - INFO - Epoch [77][140/3757] lr: 2.000e-03, eta: 17:01:13, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2848, loss: 1.2848, grad_norm: 6.5950 2020-07-27 09:38:35,869 - mmaction - INFO - Epoch [77][160/3757] lr: 2.000e-03, eta: 17:00:59, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3718, loss: 1.3718, grad_norm: 6.7646 2020-07-27 09:38:49,350 - mmaction - INFO - Epoch [77][180/3757] lr: 2.000e-03, eta: 17:00:46, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3419, loss: 1.3419, grad_norm: 6.6922 2020-07-27 09:39:03,902 - mmaction - INFO - Epoch [77][200/3757] lr: 2.000e-03, eta: 17:00:32, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.9534 2020-07-27 09:39:16,648 - mmaction - INFO - Epoch [77][220/3757] lr: 2.000e-03, eta: 17:00:18, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8586, loss_cls: 1.3178, loss: 1.3178, grad_norm: 6.3884 2020-07-27 09:39:30,234 - mmaction - INFO - Epoch [77][240/3757] lr: 2.000e-03, eta: 17:00:05, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3457, loss: 1.3457, grad_norm: 6.8532 2020-07-27 09:39:43,786 - mmaction - INFO - Epoch [77][260/3757] lr: 2.000e-03, eta: 16:59:51, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.3018, loss: 1.3018, grad_norm: 6.8543 2020-07-27 09:39:56,515 - mmaction - INFO - Epoch [77][280/3757] lr: 2.000e-03, eta: 16:59:37, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.3109, loss: 1.3109, grad_norm: 6.7417 2020-07-27 09:40:09,578 - mmaction - INFO - Epoch [77][300/3757] lr: 2.000e-03, eta: 16:59:23, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2553, loss: 1.2553, grad_norm: 6.6815 2020-07-27 09:40:22,966 - mmaction - INFO - Epoch [77][320/3757] lr: 2.000e-03, eta: 16:59:10, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.9006 2020-07-27 09:40:36,926 - mmaction - INFO - Epoch [77][340/3757] lr: 2.000e-03, eta: 16:58:56, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.8722 2020-07-27 09:40:50,458 - mmaction - INFO - Epoch [77][360/3757] lr: 2.000e-03, eta: 16:58:43, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3050, loss: 1.3050, grad_norm: 6.6954 2020-07-27 09:41:03,573 - mmaction - INFO - Epoch [77][380/3757] lr: 2.000e-03, eta: 16:58:29, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.6641 2020-07-27 09:41:18,079 - mmaction - INFO - Epoch [77][400/3757] lr: 2.000e-03, eta: 16:58:16, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3638, loss: 1.3638, grad_norm: 6.8805 2020-07-27 09:41:31,048 - mmaction - INFO - Epoch [77][420/3757] lr: 2.000e-03, eta: 16:58:02, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.3876 2020-07-27 09:41:44,799 - mmaction - INFO - Epoch [77][440/3757] lr: 2.000e-03, eta: 16:57:48, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3196, loss: 1.3196, grad_norm: 6.6260 2020-07-27 09:41:58,494 - mmaction - INFO - Epoch [77][460/3757] lr: 2.000e-03, eta: 16:57:35, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3228, loss: 1.3228, grad_norm: 6.5866 2020-07-27 09:42:12,198 - mmaction - INFO - Epoch [77][480/3757] lr: 2.000e-03, eta: 16:57:21, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3224, loss: 1.3224, grad_norm: 6.8655 2020-07-27 09:42:26,169 - mmaction - INFO - Epoch [77][500/3757] lr: 2.000e-03, eta: 16:57:07, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.0471 2020-07-27 09:42:39,321 - mmaction - INFO - Epoch [77][520/3757] lr: 2.000e-03, eta: 16:56:54, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.3954, loss: 1.3954, grad_norm: 6.9365 2020-07-27 09:42:53,008 - mmaction - INFO - Epoch [77][540/3757] lr: 2.000e-03, eta: 16:56:40, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.2855, loss: 1.2855, grad_norm: 6.7788 2020-07-27 09:43:06,983 - mmaction - INFO - Epoch [77][560/3757] lr: 2.000e-03, eta: 16:56:27, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.9154 2020-07-27 09:43:19,824 - mmaction - INFO - Epoch [77][580/3757] lr: 2.000e-03, eta: 16:56:13, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3730, loss: 1.3730, grad_norm: 6.7459 2020-07-27 09:43:33,410 - mmaction - INFO - Epoch [77][600/3757] lr: 2.000e-03, eta: 16:55:59, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.0812 2020-07-27 09:43:46,111 - mmaction - INFO - Epoch [77][620/3757] lr: 2.000e-03, eta: 16:55:45, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.3339, loss: 1.3339, grad_norm: 6.8230 2020-07-27 09:43:59,179 - mmaction - INFO - Epoch [77][640/3757] lr: 2.000e-03, eta: 16:55:31, time: 0.654, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4559, loss: 1.4559, grad_norm: 6.8985 2020-07-27 09:44:12,581 - mmaction - INFO - Epoch [77][660/3757] lr: 2.000e-03, eta: 16:55:18, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3173, loss: 1.3173, grad_norm: 6.9722 2020-07-27 09:44:26,059 - mmaction - INFO - Epoch [77][680/3757] lr: 2.000e-03, eta: 16:55:04, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3537, loss: 1.3537, grad_norm: 6.7376 2020-07-27 09:44:39,462 - mmaction - INFO - Epoch [77][700/3757] lr: 2.000e-03, eta: 16:54:50, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2289, loss: 1.2289, grad_norm: 6.6071 2020-07-27 09:44:52,302 - mmaction - INFO - Epoch [77][720/3757] lr: 2.000e-03, eta: 16:54:37, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3551, loss: 1.3551, grad_norm: 6.7405 2020-07-27 09:45:06,045 - mmaction - INFO - Epoch [77][740/3757] lr: 2.000e-03, eta: 16:54:23, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3280, loss: 1.3280, grad_norm: 6.7789 2020-07-27 09:45:19,912 - mmaction - INFO - Epoch [77][760/3757] lr: 2.000e-03, eta: 16:54:09, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2919, loss: 1.2919, grad_norm: 6.6173 2020-07-27 09:45:33,510 - mmaction - INFO - Epoch [77][780/3757] lr: 2.000e-03, eta: 16:53:56, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.6647 2020-07-27 09:45:46,453 - mmaction - INFO - Epoch [77][800/3757] lr: 2.000e-03, eta: 16:53:42, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.3290, loss: 1.3290, grad_norm: 6.8243 2020-07-27 09:45:59,430 - mmaction - INFO - Epoch [77][820/3757] lr: 2.000e-03, eta: 16:53:28, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.3728, loss: 1.3728, grad_norm: 6.8473 2020-07-27 09:46:13,686 - mmaction - INFO - Epoch [77][840/3757] lr: 2.000e-03, eta: 16:53:15, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2471, loss: 1.2471, grad_norm: 6.7521 2020-07-27 09:46:27,888 - mmaction - INFO - Epoch [77][860/3757] lr: 2.000e-03, eta: 16:53:01, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3815, loss: 1.3815, grad_norm: 6.8927 2020-07-27 09:46:40,451 - mmaction - INFO - Epoch [77][880/3757] lr: 2.000e-03, eta: 16:52:47, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.3044, loss: 1.3044, grad_norm: 7.0214 2020-07-27 09:46:54,557 - mmaction - INFO - Epoch [77][900/3757] lr: 2.000e-03, eta: 16:52:34, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3220, loss: 1.3220, grad_norm: 6.6852 2020-07-27 09:47:08,108 - mmaction - INFO - Epoch [77][920/3757] lr: 2.000e-03, eta: 16:52:20, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3399, loss: 1.3399, grad_norm: 6.7106 2020-07-27 09:47:21,029 - mmaction - INFO - Epoch [77][940/3757] lr: 2.000e-03, eta: 16:52:07, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.3977, loss: 1.3977, grad_norm: 6.8298 2020-07-27 09:47:34,135 - mmaction - INFO - Epoch [77][960/3757] lr: 2.000e-03, eta: 16:51:53, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.6904 2020-07-27 09:47:47,956 - mmaction - INFO - Epoch [77][980/3757] lr: 2.000e-03, eta: 16:51:39, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.7816 2020-07-27 09:48:01,005 - mmaction - INFO - Epoch [77][1000/3757] lr: 2.000e-03, eta: 16:51:25, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2888, loss: 1.2888, grad_norm: 6.7384 2020-07-27 09:48:14,606 - mmaction - INFO - Epoch [77][1020/3757] lr: 2.000e-03, eta: 16:51:12, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.9281 2020-07-27 09:48:28,210 - mmaction - INFO - Epoch [77][1040/3757] lr: 2.000e-03, eta: 16:50:58, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.0228 2020-07-27 09:48:41,022 - mmaction - INFO - Epoch [77][1060/3757] lr: 2.000e-03, eta: 16:50:44, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.7895 2020-07-27 09:48:54,736 - mmaction - INFO - Epoch [77][1080/3757] lr: 2.000e-03, eta: 16:50:31, time: 0.685, data_time: 0.002, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8555, loss_cls: 1.2662, loss: 1.2662, grad_norm: 6.6446 2020-07-27 09:49:07,783 - mmaction - INFO - Epoch [77][1100/3757] lr: 2.000e-03, eta: 16:50:17, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2752, loss: 1.2752, grad_norm: 6.5366 2020-07-27 09:49:21,566 - mmaction - INFO - Epoch [77][1120/3757] lr: 2.000e-03, eta: 16:50:03, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.9527 2020-07-27 09:49:34,226 - mmaction - INFO - Epoch [77][1140/3757] lr: 2.000e-03, eta: 16:49:50, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3851, loss: 1.3851, grad_norm: 6.6656 2020-07-27 09:49:47,408 - mmaction - INFO - Epoch [77][1160/3757] lr: 2.000e-03, eta: 16:49:36, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.9204 2020-07-27 09:50:00,479 - mmaction - INFO - Epoch [77][1180/3757] lr: 2.000e-03, eta: 16:49:22, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3638, loss: 1.3638, grad_norm: 6.8403 2020-07-27 09:50:13,798 - mmaction - INFO - Epoch [77][1200/3757] lr: 2.000e-03, eta: 16:49:08, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.4484 2020-07-27 09:50:27,346 - mmaction - INFO - Epoch [77][1220/3757] lr: 2.000e-03, eta: 16:48:55, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3470, loss: 1.3470, grad_norm: 6.9603 2020-07-27 09:50:40,013 - mmaction - INFO - Epoch [77][1240/3757] lr: 2.000e-03, eta: 16:48:41, time: 0.632, data_time: 0.003, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2641, loss: 1.2641, grad_norm: 6.7347 2020-07-27 09:50:53,019 - mmaction - INFO - Epoch [77][1260/3757] lr: 2.000e-03, eta: 16:48:27, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.6415 2020-07-27 09:51:07,198 - mmaction - INFO - Epoch [77][1280/3757] lr: 2.000e-03, eta: 16:48:14, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3907, loss: 1.3907, grad_norm: 6.8759 2020-07-27 09:51:21,282 - mmaction - INFO - Epoch [77][1300/3757] lr: 2.000e-03, eta: 16:48:00, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4109, loss: 1.4109, grad_norm: 6.9642 2020-07-27 09:51:35,270 - mmaction - INFO - Epoch [77][1320/3757] lr: 2.000e-03, eta: 16:47:47, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3895, loss: 1.3895, grad_norm: 6.9823 2020-07-27 09:51:47,966 - mmaction - INFO - Epoch [77][1340/3757] lr: 2.000e-03, eta: 16:47:33, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3470, loss: 1.3470, grad_norm: 7.0404 2020-07-27 09:52:01,925 - mmaction - INFO - Epoch [77][1360/3757] lr: 2.000e-03, eta: 16:47:19, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.2962, loss: 1.2962, grad_norm: 6.9486 2020-07-27 09:52:15,179 - mmaction - INFO - Epoch [77][1380/3757] lr: 2.000e-03, eta: 16:47:05, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.0383 2020-07-27 09:52:27,994 - mmaction - INFO - Epoch [77][1400/3757] lr: 2.000e-03, eta: 16:46:52, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8727, loss_cls: 1.3477, loss: 1.3477, grad_norm: 6.7457 2020-07-27 09:52:40,811 - mmaction - INFO - Epoch [77][1420/3757] lr: 2.000e-03, eta: 16:46:38, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5357, loss: 1.5357, grad_norm: 7.1143 2020-07-27 09:52:53,628 - mmaction - INFO - Epoch [77][1440/3757] lr: 2.000e-03, eta: 16:46:24, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3235, loss: 1.3235, grad_norm: 6.6501 2020-07-27 09:53:07,212 - mmaction - INFO - Epoch [77][1460/3757] lr: 2.000e-03, eta: 16:46:10, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3694, loss: 1.3694, grad_norm: 6.8155 2020-07-27 09:53:20,038 - mmaction - INFO - Epoch [77][1480/3757] lr: 2.000e-03, eta: 16:45:56, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.7747 2020-07-27 09:53:33,486 - mmaction - INFO - Epoch [77][1500/3757] lr: 2.000e-03, eta: 16:45:43, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.0237 2020-07-27 09:53:47,231 - mmaction - INFO - Epoch [77][1520/3757] lr: 2.000e-03, eta: 16:45:29, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3330, loss: 1.3330, grad_norm: 6.6274 2020-07-27 09:54:00,130 - mmaction - INFO - Epoch [77][1540/3757] lr: 2.000e-03, eta: 16:45:15, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3758, loss: 1.3758, grad_norm: 7.0693 2020-07-27 09:54:14,197 - mmaction - INFO - Epoch [77][1560/3757] lr: 2.000e-03, eta: 16:45:02, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.7982 2020-07-27 09:54:27,289 - mmaction - INFO - Epoch [77][1580/3757] lr: 2.000e-03, eta: 16:44:48, time: 0.655, data_time: 0.002, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3643, loss: 1.3643, grad_norm: 6.6687 2020-07-27 09:54:40,109 - mmaction - INFO - Epoch [77][1600/3757] lr: 2.000e-03, eta: 16:44:34, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8680, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.9473 2020-07-27 09:54:52,936 - mmaction - INFO - Epoch [77][1620/3757] lr: 2.000e-03, eta: 16:44:20, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3305, loss: 1.3305, grad_norm: 6.6547 2020-07-27 09:55:06,135 - mmaction - INFO - Epoch [77][1640/3757] lr: 2.000e-03, eta: 16:44:07, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2381, loss: 1.2381, grad_norm: 6.5284 2020-07-27 09:55:19,384 - mmaction - INFO - Epoch [77][1660/3757] lr: 2.000e-03, eta: 16:43:53, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8742, loss_cls: 1.3143, loss: 1.3143, grad_norm: 6.7569 2020-07-27 09:55:32,509 - mmaction - INFO - Epoch [77][1680/3757] lr: 2.000e-03, eta: 16:43:39, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4008, loss: 1.4008, grad_norm: 6.8899 2020-07-27 09:55:45,608 - mmaction - INFO - Epoch [77][1700/3757] lr: 2.000e-03, eta: 16:43:25, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3411, loss: 1.3411, grad_norm: 6.6589 2020-07-27 09:55:59,108 - mmaction - INFO - Epoch [77][1720/3757] lr: 2.000e-03, eta: 16:43:12, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3495, loss: 1.3495, grad_norm: 6.7889 2020-07-27 09:56:12,360 - mmaction - INFO - Epoch [77][1740/3757] lr: 2.000e-03, eta: 16:42:58, time: 0.662, data_time: 0.003, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.9028 2020-07-27 09:56:25,820 - mmaction - INFO - Epoch [77][1760/3757] lr: 2.000e-03, eta: 16:42:44, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8766, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.7074 2020-07-27 09:56:38,419 - mmaction - INFO - Epoch [77][1780/3757] lr: 2.000e-03, eta: 16:42:30, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.6945 2020-07-27 09:56:51,685 - mmaction - INFO - Epoch [77][1800/3757] lr: 2.000e-03, eta: 16:42:17, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.3129, loss: 1.3129, grad_norm: 6.8376 2020-07-27 09:57:05,551 - mmaction - INFO - Epoch [77][1820/3757] lr: 2.000e-03, eta: 16:42:03, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3269, loss: 1.3269, grad_norm: 6.9491 2020-07-27 09:57:18,730 - mmaction - INFO - Epoch [77][1840/3757] lr: 2.000e-03, eta: 16:41:49, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.8080 2020-07-27 09:57:31,657 - mmaction - INFO - Epoch [77][1860/3757] lr: 2.000e-03, eta: 16:41:36, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.0727 2020-07-27 09:57:44,779 - mmaction - INFO - Epoch [77][1880/3757] lr: 2.000e-03, eta: 16:41:22, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2963, loss: 1.2963, grad_norm: 6.5708 2020-07-27 09:57:58,149 - mmaction - INFO - Epoch [77][1900/3757] lr: 2.000e-03, eta: 16:41:08, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8250, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.9999 2020-07-27 09:58:11,619 - mmaction - INFO - Epoch [77][1920/3757] lr: 2.000e-03, eta: 16:40:55, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3935, loss: 1.3935, grad_norm: 6.9349 2020-07-27 09:58:25,213 - mmaction - INFO - Epoch [77][1940/3757] lr: 2.000e-03, eta: 16:40:41, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.5795 2020-07-27 09:58:38,645 - mmaction - INFO - Epoch [77][1960/3757] lr: 2.000e-03, eta: 16:40:27, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4862, loss: 1.4862, grad_norm: 7.2446 2020-07-27 09:58:51,681 - mmaction - INFO - Epoch [77][1980/3757] lr: 2.000e-03, eta: 16:40:14, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.8250 2020-07-27 09:59:04,558 - mmaction - INFO - Epoch [77][2000/3757] lr: 2.000e-03, eta: 16:40:00, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.4067, loss: 1.4067, grad_norm: 6.9358 2020-07-27 09:59:17,684 - mmaction - INFO - Epoch [77][2020/3757] lr: 2.000e-03, eta: 16:39:46, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.7729 2020-07-27 09:59:31,329 - mmaction - INFO - Epoch [77][2040/3757] lr: 2.000e-03, eta: 16:39:32, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4492, loss: 1.4492, grad_norm: 6.9414 2020-07-27 09:59:44,769 - mmaction - INFO - Epoch [77][2060/3757] lr: 2.000e-03, eta: 16:39:19, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.3086, loss: 1.3086, grad_norm: 6.7315 2020-07-27 09:59:57,890 - mmaction - INFO - Epoch [77][2080/3757] lr: 2.000e-03, eta: 16:39:05, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3643, loss: 1.3643, grad_norm: 6.8974 2020-07-27 10:00:14,854 - mmaction - INFO - Epoch [77][2100/3757] lr: 2.000e-03, eta: 16:38:52, time: 0.837, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.8396 2020-07-27 10:00:27,583 - mmaction - INFO - Epoch [77][2120/3757] lr: 2.000e-03, eta: 16:38:38, time: 0.652, data_time: 0.026, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.8325 2020-07-27 10:00:40,506 - mmaction - INFO - Epoch [77][2140/3757] lr: 2.000e-03, eta: 16:38:25, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.6499 2020-07-27 10:00:54,695 - mmaction - INFO - Epoch [77][2160/3757] lr: 2.000e-03, eta: 16:38:11, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4933, loss: 1.4933, grad_norm: 7.0892 2020-07-27 10:01:07,781 - mmaction - INFO - Epoch [77][2180/3757] lr: 2.000e-03, eta: 16:37:57, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.8588 2020-07-27 10:01:20,580 - mmaction - INFO - Epoch [77][2200/3757] lr: 2.000e-03, eta: 16:37:44, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.3057, loss: 1.3057, grad_norm: 6.7303 2020-07-27 10:01:34,007 - mmaction - INFO - Epoch [77][2220/3757] lr: 2.000e-03, eta: 16:37:30, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.9324 2020-07-27 10:01:46,753 - mmaction - INFO - Epoch [77][2240/3757] lr: 2.000e-03, eta: 16:37:16, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.8500 2020-07-27 10:02:00,041 - mmaction - INFO - Epoch [77][2260/3757] lr: 2.000e-03, eta: 16:37:02, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.5598 2020-07-27 10:02:13,032 - mmaction - INFO - Epoch [77][2280/3757] lr: 2.000e-03, eta: 16:36:48, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.8862 2020-07-27 10:02:26,689 - mmaction - INFO - Epoch [77][2300/3757] lr: 2.000e-03, eta: 16:36:35, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.0433 2020-07-27 10:02:40,474 - mmaction - INFO - Epoch [77][2320/3757] lr: 2.000e-03, eta: 16:36:21, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3926, loss: 1.3926, grad_norm: 6.8115 2020-07-27 10:02:53,086 - mmaction - INFO - Epoch [77][2340/3757] lr: 2.000e-03, eta: 16:36:07, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.0494 2020-07-27 10:03:07,350 - mmaction - INFO - Epoch [77][2360/3757] lr: 2.000e-03, eta: 16:35:54, time: 0.717, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4705, loss: 1.4705, grad_norm: 6.9640 2020-07-27 10:03:20,757 - mmaction - INFO - Epoch [77][2380/3757] lr: 2.000e-03, eta: 16:35:40, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3659, loss: 1.3659, grad_norm: 6.8454 2020-07-27 10:03:34,930 - mmaction - INFO - Epoch [77][2400/3757] lr: 2.000e-03, eta: 16:35:27, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4297, loss: 1.4297, grad_norm: 6.9703 2020-07-27 10:03:48,405 - mmaction - INFO - Epoch [77][2420/3757] lr: 2.000e-03, eta: 16:35:13, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.7795 2020-07-27 10:04:01,100 - mmaction - INFO - Epoch [77][2440/3757] lr: 2.000e-03, eta: 16:34:59, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3443, loss: 1.3443, grad_norm: 6.7933 2020-07-27 10:04:14,766 - mmaction - INFO - Epoch [77][2460/3757] lr: 2.000e-03, eta: 16:34:46, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.7283 2020-07-27 10:04:27,580 - mmaction - INFO - Epoch [77][2480/3757] lr: 2.000e-03, eta: 16:34:32, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.6390 2020-07-27 10:04:41,214 - mmaction - INFO - Epoch [77][2500/3757] lr: 2.000e-03, eta: 16:34:18, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.6858 2020-07-27 10:04:55,255 - mmaction - INFO - Epoch [77][2520/3757] lr: 2.000e-03, eta: 16:34:05, time: 0.702, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.8578 2020-07-27 10:05:09,479 - mmaction - INFO - Epoch [77][2540/3757] lr: 2.000e-03, eta: 16:33:51, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.8001 2020-07-27 10:05:22,309 - mmaction - INFO - Epoch [77][2560/3757] lr: 2.000e-03, eta: 16:33:38, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3699, loss: 1.3699, grad_norm: 6.8585 2020-07-27 10:05:35,067 - mmaction - INFO - Epoch [77][2580/3757] lr: 2.000e-03, eta: 16:33:24, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.7810 2020-07-27 10:05:48,140 - mmaction - INFO - Epoch [77][2600/3757] lr: 2.000e-03, eta: 16:33:10, time: 0.659, data_time: 0.009, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.8159 2020-07-27 10:06:02,594 - mmaction - INFO - Epoch [77][2620/3757] lr: 2.000e-03, eta: 16:32:57, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3920, loss: 1.3920, grad_norm: 6.8176 2020-07-27 10:06:15,601 - mmaction - INFO - Epoch [77][2640/3757] lr: 2.000e-03, eta: 16:32:43, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.8180 2020-07-27 10:06:28,648 - mmaction - INFO - Epoch [77][2660/3757] lr: 2.000e-03, eta: 16:32:29, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.3307, loss: 1.3307, grad_norm: 6.9693 2020-07-27 10:06:41,438 - mmaction - INFO - Epoch [77][2680/3757] lr: 2.000e-03, eta: 16:32:15, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8469, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.7026 2020-07-27 10:06:54,963 - mmaction - INFO - Epoch [77][2700/3757] lr: 2.000e-03, eta: 16:32:01, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3290, loss: 1.3290, grad_norm: 6.7792 2020-07-27 10:07:07,801 - mmaction - INFO - Epoch [77][2720/3757] lr: 2.000e-03, eta: 16:31:48, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3524, loss: 1.3524, grad_norm: 6.9924 2020-07-27 10:07:20,596 - mmaction - INFO - Epoch [77][2740/3757] lr: 2.000e-03, eta: 16:31:34, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.7645 2020-07-27 10:07:33,971 - mmaction - INFO - Epoch [77][2760/3757] lr: 2.000e-03, eta: 16:31:20, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8477, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.6318 2020-07-27 10:07:47,391 - mmaction - INFO - Epoch [77][2780/3757] lr: 2.000e-03, eta: 16:31:06, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8461, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.7698 2020-07-27 10:08:00,224 - mmaction - INFO - Epoch [77][2800/3757] lr: 2.000e-03, eta: 16:30:53, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3701, loss: 1.3701, grad_norm: 6.7277 2020-07-27 10:08:13,065 - mmaction - INFO - Epoch [77][2820/3757] lr: 2.000e-03, eta: 16:30:39, time: 0.645, data_time: 0.009, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.8275 2020-07-27 10:08:26,113 - mmaction - INFO - Epoch [77][2840/3757] lr: 2.000e-03, eta: 16:30:25, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.7689 2020-07-27 10:08:39,193 - mmaction - INFO - Epoch [77][2860/3757] lr: 2.000e-03, eta: 16:30:11, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3352, loss: 1.3352, grad_norm: 6.7159 2020-07-27 10:08:52,486 - mmaction - INFO - Epoch [77][2880/3757] lr: 2.000e-03, eta: 16:29:57, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3800, loss: 1.3800, grad_norm: 6.9571 2020-07-27 10:09:06,508 - mmaction - INFO - Epoch [77][2900/3757] lr: 2.000e-03, eta: 16:29:44, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3219, loss: 1.3219, grad_norm: 6.8942 2020-07-27 10:09:19,123 - mmaction - INFO - Epoch [77][2920/3757] lr: 2.000e-03, eta: 16:29:30, time: 0.628, data_time: 0.005, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3646, loss: 1.3646, grad_norm: 6.9717 2020-07-27 10:09:32,693 - mmaction - INFO - Epoch [77][2940/3757] lr: 2.000e-03, eta: 16:29:16, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4158, loss: 1.4158, grad_norm: 6.8411 2020-07-27 10:09:46,137 - mmaction - INFO - Epoch [77][2960/3757] lr: 2.000e-03, eta: 16:29:03, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.0431 2020-07-27 10:09:58,807 - mmaction - INFO - Epoch [77][2980/3757] lr: 2.000e-03, eta: 16:28:49, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3030, loss: 1.3030, grad_norm: 6.8912 2020-07-27 10:10:12,184 - mmaction - INFO - Epoch [77][3000/3757] lr: 2.000e-03, eta: 16:28:35, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.0569 2020-07-27 10:10:25,509 - mmaction - INFO - Epoch [77][3020/3757] lr: 2.000e-03, eta: 16:28:22, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3706, loss: 1.3706, grad_norm: 6.8773 2020-07-27 10:10:39,023 - mmaction - INFO - Epoch [77][3040/3757] lr: 2.000e-03, eta: 16:28:08, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8422, loss_cls: 1.3994, loss: 1.3994, grad_norm: 6.8982 2020-07-27 10:10:52,685 - mmaction - INFO - Epoch [77][3060/3757] lr: 2.000e-03, eta: 16:27:54, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3307, loss: 1.3307, grad_norm: 6.9860 2020-07-27 10:11:05,579 - mmaction - INFO - Epoch [77][3080/3757] lr: 2.000e-03, eta: 16:27:40, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3467, loss: 1.3467, grad_norm: 6.8145 2020-07-27 10:11:19,080 - mmaction - INFO - Epoch [77][3100/3757] lr: 2.000e-03, eta: 16:27:27, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3133, loss: 1.3133, grad_norm: 6.7968 2020-07-27 10:11:32,002 - mmaction - INFO - Epoch [77][3120/3757] lr: 2.000e-03, eta: 16:27:13, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.6922 2020-07-27 10:11:45,097 - mmaction - INFO - Epoch [77][3140/3757] lr: 2.000e-03, eta: 16:26:59, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3592, loss: 1.3592, grad_norm: 6.8605 2020-07-27 10:11:58,675 - mmaction - INFO - Epoch [77][3160/3757] lr: 2.000e-03, eta: 16:26:46, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.6457 2020-07-27 10:12:11,281 - mmaction - INFO - Epoch [77][3180/3757] lr: 2.000e-03, eta: 16:26:32, time: 0.631, data_time: 0.003, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.7612 2020-07-27 10:12:25,113 - mmaction - INFO - Epoch [77][3200/3757] lr: 2.000e-03, eta: 16:26:18, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.0035 2020-07-27 10:12:38,505 - mmaction - INFO - Epoch [77][3220/3757] lr: 2.000e-03, eta: 16:26:05, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.7460 2020-07-27 10:12:51,614 - mmaction - INFO - Epoch [77][3240/3757] lr: 2.000e-03, eta: 16:25:51, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.8176 2020-07-27 10:13:04,526 - mmaction - INFO - Epoch [77][3260/3757] lr: 2.000e-03, eta: 16:25:37, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.9495 2020-07-27 10:13:17,365 - mmaction - INFO - Epoch [77][3280/3757] lr: 2.000e-03, eta: 16:25:23, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3881, loss: 1.3881, grad_norm: 6.7561 2020-07-27 10:13:30,251 - mmaction - INFO - Epoch [77][3300/3757] lr: 2.000e-03, eta: 16:25:09, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3393, loss: 1.3393, grad_norm: 6.8709 2020-07-27 10:13:43,339 - mmaction - INFO - Epoch [77][3320/3757] lr: 2.000e-03, eta: 16:24:56, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3837, loss: 1.3837, grad_norm: 7.1099 2020-07-27 10:13:56,343 - mmaction - INFO - Epoch [77][3340/3757] lr: 2.000e-03, eta: 16:24:42, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8672, loss_cls: 1.3447, loss: 1.3447, grad_norm: 6.9882 2020-07-27 10:14:09,897 - mmaction - INFO - Epoch [77][3360/3757] lr: 2.000e-03, eta: 16:24:28, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.4717, loss: 1.4717, grad_norm: 6.9856 2020-07-27 10:14:22,705 - mmaction - INFO - Epoch [77][3380/3757] lr: 2.000e-03, eta: 16:24:14, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.0664 2020-07-27 10:14:35,836 - mmaction - INFO - Epoch [77][3400/3757] lr: 2.000e-03, eta: 16:24:00, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.0197 2020-07-27 10:14:48,712 - mmaction - INFO - Epoch [77][3420/3757] lr: 2.000e-03, eta: 16:23:47, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.0022 2020-07-27 10:15:01,701 - mmaction - INFO - Epoch [77][3440/3757] lr: 2.000e-03, eta: 16:23:33, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.0872 2020-07-27 10:15:15,443 - mmaction - INFO - Epoch [77][3460/3757] lr: 2.000e-03, eta: 16:23:19, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3553, loss: 1.3553, grad_norm: 6.9076 2020-07-27 10:15:29,007 - mmaction - INFO - Epoch [77][3480/3757] lr: 2.000e-03, eta: 16:23:06, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.9369 2020-07-27 10:15:41,900 - mmaction - INFO - Epoch [77][3500/3757] lr: 2.000e-03, eta: 16:22:52, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3912, loss: 1.3912, grad_norm: 6.9231 2020-07-27 10:15:55,836 - mmaction - INFO - Epoch [77][3520/3757] lr: 2.000e-03, eta: 16:22:38, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3988, loss: 1.3988, grad_norm: 6.8530 2020-07-27 10:16:09,495 - mmaction - INFO - Epoch [77][3540/3757] lr: 2.000e-03, eta: 16:22:25, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5078, loss: 1.5078, grad_norm: 7.0741 2020-07-27 10:16:23,250 - mmaction - INFO - Epoch [77][3560/3757] lr: 2.000e-03, eta: 16:22:11, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.7620 2020-07-27 10:16:36,496 - mmaction - INFO - Epoch [77][3580/3757] lr: 2.000e-03, eta: 16:21:57, time: 0.661, data_time: 0.002, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.0619 2020-07-27 10:16:49,880 - mmaction - INFO - Epoch [77][3600/3757] lr: 2.000e-03, eta: 16:21:44, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3728, loss: 1.3728, grad_norm: 6.8779 2020-07-27 10:17:02,901 - mmaction - INFO - Epoch [77][3620/3757] lr: 2.000e-03, eta: 16:21:30, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.9179 2020-07-27 10:17:16,104 - mmaction - INFO - Epoch [77][3640/3757] lr: 2.000e-03, eta: 16:21:16, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3657, loss: 1.3657, grad_norm: 6.8797 2020-07-27 10:17:29,389 - mmaction - INFO - Epoch [77][3660/3757] lr: 2.000e-03, eta: 16:21:03, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4036, loss: 1.4036, grad_norm: 6.7946 2020-07-27 10:17:43,028 - mmaction - INFO - Epoch [77][3680/3757] lr: 2.000e-03, eta: 16:20:49, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.0334 2020-07-27 10:17:56,800 - mmaction - INFO - Epoch [77][3700/3757] lr: 2.000e-03, eta: 16:20:35, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.6410 2020-07-27 10:18:09,824 - mmaction - INFO - Epoch [77][3720/3757] lr: 2.000e-03, eta: 16:20:22, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4465, loss: 1.4465, grad_norm: 6.9905 2020-07-27 10:18:23,496 - mmaction - INFO - Epoch [77][3740/3757] lr: 2.000e-03, eta: 16:20:08, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.0248 2020-07-27 10:18:35,026 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-07-27 10:19:01,260 - mmaction - INFO - Epoch [78][20/3757] lr: 2.000e-03, eta: 16:19:43, time: 1.210, data_time: 0.594, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.8875 2020-07-27 10:19:13,485 - mmaction - INFO - Epoch [78][40/3757] lr: 2.000e-03, eta: 16:19:29, time: 0.612, data_time: 0.003, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3701, loss: 1.3701, grad_norm: 6.7985 2020-07-27 10:19:26,220 - mmaction - INFO - Epoch [78][60/3757] lr: 2.000e-03, eta: 16:19:15, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.2908, loss: 1.2908, grad_norm: 6.6368 2020-07-27 10:19:38,863 - mmaction - INFO - Epoch [78][80/3757] lr: 2.000e-03, eta: 16:19:01, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2361, loss: 1.2361, grad_norm: 6.5883 2020-07-27 10:19:52,661 - mmaction - INFO - Epoch [78][100/3757] lr: 2.000e-03, eta: 16:18:47, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8461, loss_cls: 1.4080, loss: 1.4080, grad_norm: 6.8740 2020-07-27 10:20:05,409 - mmaction - INFO - Epoch [78][120/3757] lr: 2.000e-03, eta: 16:18:33, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3683, loss: 1.3683, grad_norm: 6.9208 2020-07-27 10:20:19,698 - mmaction - INFO - Epoch [78][140/3757] lr: 2.000e-03, eta: 16:18:20, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3198, loss: 1.3198, grad_norm: 6.7380 2020-07-27 10:20:33,229 - mmaction - INFO - Epoch [78][160/3757] lr: 2.000e-03, eta: 16:18:06, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3397, loss: 1.3397, grad_norm: 6.7359 2020-07-27 10:20:46,122 - mmaction - INFO - Epoch [78][180/3757] lr: 2.000e-03, eta: 16:17:52, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3423, loss: 1.3423, grad_norm: 6.7692 2020-07-27 10:20:59,966 - mmaction - INFO - Epoch [78][200/3757] lr: 2.000e-03, eta: 16:17:39, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3633, loss: 1.3633, grad_norm: 6.9071 2020-07-27 10:21:12,705 - mmaction - INFO - Epoch [78][220/3757] lr: 2.000e-03, eta: 16:17:25, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3249, loss: 1.3249, grad_norm: 6.8015 2020-07-27 10:21:25,719 - mmaction - INFO - Epoch [78][240/3757] lr: 2.000e-03, eta: 16:17:11, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.9661 2020-07-27 10:21:39,560 - mmaction - INFO - Epoch [78][260/3757] lr: 2.000e-03, eta: 16:16:58, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2484, loss: 1.2484, grad_norm: 6.5827 2020-07-27 10:21:54,039 - mmaction - INFO - Epoch [78][280/3757] lr: 2.000e-03, eta: 16:16:44, time: 0.727, data_time: 0.009, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.1004 2020-07-27 10:22:06,426 - mmaction - INFO - Epoch [78][300/3757] lr: 2.000e-03, eta: 16:16:30, time: 0.618, data_time: 0.002, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3332, loss: 1.3332, grad_norm: 6.8192 2020-07-27 10:22:20,387 - mmaction - INFO - Epoch [78][320/3757] lr: 2.000e-03, eta: 16:16:17, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.7648 2020-07-27 10:22:33,063 - mmaction - INFO - Epoch [78][340/3757] lr: 2.000e-03, eta: 16:16:03, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2513, loss: 1.2513, grad_norm: 6.7392 2020-07-27 10:22:45,842 - mmaction - INFO - Epoch [78][360/3757] lr: 2.000e-03, eta: 16:15:49, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3052, loss: 1.3052, grad_norm: 6.7872 2020-07-27 10:22:59,414 - mmaction - INFO - Epoch [78][380/3757] lr: 2.000e-03, eta: 16:15:36, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8406, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.8711 2020-07-27 10:23:13,031 - mmaction - INFO - Epoch [78][400/3757] lr: 2.000e-03, eta: 16:15:22, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8742, loss_cls: 1.3210, loss: 1.3210, grad_norm: 6.8795 2020-07-27 10:23:27,616 - mmaction - INFO - Epoch [78][420/3757] lr: 2.000e-03, eta: 16:15:09, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.8973 2020-07-27 10:23:41,042 - mmaction - INFO - Epoch [78][440/3757] lr: 2.000e-03, eta: 16:14:55, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3144, loss: 1.3144, grad_norm: 6.6694 2020-07-27 10:23:54,281 - mmaction - INFO - Epoch [78][460/3757] lr: 2.000e-03, eta: 16:14:41, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.0782 2020-07-27 10:24:07,401 - mmaction - INFO - Epoch [78][480/3757] lr: 2.000e-03, eta: 16:14:28, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.9259 2020-07-27 10:24:21,485 - mmaction - INFO - Epoch [78][500/3757] lr: 2.000e-03, eta: 16:14:14, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3398, loss: 1.3398, grad_norm: 7.0481 2020-07-27 10:24:34,887 - mmaction - INFO - Epoch [78][520/3757] lr: 2.000e-03, eta: 16:14:00, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.4002, loss: 1.4002, grad_norm: 7.2090 2020-07-27 10:24:48,873 - mmaction - INFO - Epoch [78][540/3757] lr: 2.000e-03, eta: 16:13:47, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3491, loss: 1.3491, grad_norm: 6.8953 2020-07-27 10:25:01,837 - mmaction - INFO - Epoch [78][560/3757] lr: 2.000e-03, eta: 16:13:33, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.7487 2020-07-27 10:25:15,240 - mmaction - INFO - Epoch [78][580/3757] lr: 2.000e-03, eta: 16:13:19, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3449, loss: 1.3449, grad_norm: 6.8767 2020-07-27 10:25:28,702 - mmaction - INFO - Epoch [78][600/3757] lr: 2.000e-03, eta: 16:13:06, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.0449 2020-07-27 10:25:41,740 - mmaction - INFO - Epoch [78][620/3757] lr: 2.000e-03, eta: 16:12:52, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3775, loss: 1.3775, grad_norm: 6.8014 2020-07-27 10:25:54,646 - mmaction - INFO - Epoch [78][640/3757] lr: 2.000e-03, eta: 16:12:38, time: 0.645, data_time: 0.002, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.9985 2020-07-27 10:26:08,170 - mmaction - INFO - Epoch [78][660/3757] lr: 2.000e-03, eta: 16:12:25, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3687, loss: 1.3687, grad_norm: 6.8730 2020-07-27 10:26:20,970 - mmaction - INFO - Epoch [78][680/3757] lr: 2.000e-03, eta: 16:12:11, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3441, loss: 1.3441, grad_norm: 6.6662 2020-07-27 10:26:35,427 - mmaction - INFO - Epoch [78][700/3757] lr: 2.000e-03, eta: 16:11:57, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3267, loss: 1.3267, grad_norm: 6.7927 2020-07-27 10:26:49,689 - mmaction - INFO - Epoch [78][720/3757] lr: 2.000e-03, eta: 16:11:44, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.9742 2020-07-27 10:27:02,645 - mmaction - INFO - Epoch [78][740/3757] lr: 2.000e-03, eta: 16:11:30, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.1726 2020-07-27 10:27:15,396 - mmaction - INFO - Epoch [78][760/3757] lr: 2.000e-03, eta: 16:11:16, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3294, loss: 1.3294, grad_norm: 6.7441 2020-07-27 10:27:29,385 - mmaction - INFO - Epoch [78][780/3757] lr: 2.000e-03, eta: 16:11:03, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3824, loss: 1.3824, grad_norm: 6.8182 2020-07-27 10:27:43,021 - mmaction - INFO - Epoch [78][800/3757] lr: 2.000e-03, eta: 16:10:49, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3658, loss: 1.3658, grad_norm: 6.8344 2020-07-27 10:27:56,889 - mmaction - INFO - Epoch [78][820/3757] lr: 2.000e-03, eta: 16:10:36, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.5733 2020-07-27 10:28:10,161 - mmaction - INFO - Epoch [78][840/3757] lr: 2.000e-03, eta: 16:10:22, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.0026 2020-07-27 10:28:23,677 - mmaction - INFO - Epoch [78][860/3757] lr: 2.000e-03, eta: 16:10:08, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3758, loss: 1.3758, grad_norm: 6.9951 2020-07-27 10:28:37,162 - mmaction - INFO - Epoch [78][880/3757] lr: 2.000e-03, eta: 16:09:55, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.6897 2020-07-27 10:28:50,803 - mmaction - INFO - Epoch [78][900/3757] lr: 2.000e-03, eta: 16:09:41, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.8959 2020-07-27 10:29:03,508 - mmaction - INFO - Epoch [78][920/3757] lr: 2.000e-03, eta: 16:09:27, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.7046 2020-07-27 10:29:16,678 - mmaction - INFO - Epoch [78][940/3757] lr: 2.000e-03, eta: 16:09:13, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3551, loss: 1.3551, grad_norm: 6.8767 2020-07-27 10:29:29,421 - mmaction - INFO - Epoch [78][960/3757] lr: 2.000e-03, eta: 16:09:00, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3123, loss: 1.3123, grad_norm: 6.7651 2020-07-27 10:29:43,454 - mmaction - INFO - Epoch [78][980/3757] lr: 2.000e-03, eta: 16:08:46, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.6468 2020-07-27 10:29:57,641 - mmaction - INFO - Epoch [78][1000/3757] lr: 2.000e-03, eta: 16:08:33, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3060, loss: 1.3060, grad_norm: 6.6766 2020-07-27 10:30:10,396 - mmaction - INFO - Epoch [78][1020/3757] lr: 2.000e-03, eta: 16:08:19, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2938, loss: 1.2938, grad_norm: 6.6691 2020-07-27 10:30:23,873 - mmaction - INFO - Epoch [78][1040/3757] lr: 2.000e-03, eta: 16:08:05, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.4190, loss: 1.4190, grad_norm: 7.1334 2020-07-27 10:30:36,711 - mmaction - INFO - Epoch [78][1060/3757] lr: 2.000e-03, eta: 16:07:51, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3804, loss: 1.3804, grad_norm: 6.7280 2020-07-27 10:30:50,373 - mmaction - INFO - Epoch [78][1080/3757] lr: 2.000e-03, eta: 16:07:38, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.4434, loss: 1.4434, grad_norm: 7.0132 2020-07-27 10:31:04,578 - mmaction - INFO - Epoch [78][1100/3757] lr: 2.000e-03, eta: 16:07:24, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.0807 2020-07-27 10:31:17,229 - mmaction - INFO - Epoch [78][1120/3757] lr: 2.000e-03, eta: 16:07:10, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.6607 2020-07-27 10:31:30,819 - mmaction - INFO - Epoch [78][1140/3757] lr: 2.000e-03, eta: 16:06:57, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2883, loss: 1.2883, grad_norm: 6.6868 2020-07-27 10:31:44,444 - mmaction - INFO - Epoch [78][1160/3757] lr: 2.000e-03, eta: 16:06:43, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.8331 2020-07-27 10:31:57,292 - mmaction - INFO - Epoch [78][1180/3757] lr: 2.000e-03, eta: 16:06:29, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.8707 2020-07-27 10:32:11,128 - mmaction - INFO - Epoch [78][1200/3757] lr: 2.000e-03, eta: 16:06:16, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3557, loss: 1.3557, grad_norm: 6.6748 2020-07-27 10:32:23,840 - mmaction - INFO - Epoch [78][1220/3757] lr: 2.000e-03, eta: 16:06:02, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3447, loss: 1.3447, grad_norm: 6.8775 2020-07-27 10:32:38,056 - mmaction - INFO - Epoch [78][1240/3757] lr: 2.000e-03, eta: 16:05:49, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.5697 2020-07-27 10:32:51,126 - mmaction - INFO - Epoch [78][1260/3757] lr: 2.000e-03, eta: 16:05:35, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.9001 2020-07-27 10:33:04,825 - mmaction - INFO - Epoch [78][1280/3757] lr: 2.000e-03, eta: 16:05:21, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.9348 2020-07-27 10:33:17,515 - mmaction - INFO - Epoch [78][1300/3757] lr: 2.000e-03, eta: 16:05:07, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.1627 2020-07-27 10:33:31,888 - mmaction - INFO - Epoch [78][1320/3757] lr: 2.000e-03, eta: 16:04:54, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.9425 2020-07-27 10:33:45,149 - mmaction - INFO - Epoch [78][1340/3757] lr: 2.000e-03, eta: 16:04:40, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3434, loss: 1.3434, grad_norm: 6.8902 2020-07-27 10:33:58,025 - mmaction - INFO - Epoch [78][1360/3757] lr: 2.000e-03, eta: 16:04:26, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.7276 2020-07-27 10:34:10,831 - mmaction - INFO - Epoch [78][1380/3757] lr: 2.000e-03, eta: 16:04:13, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.9461 2020-07-27 10:34:24,369 - mmaction - INFO - Epoch [78][1400/3757] lr: 2.000e-03, eta: 16:03:59, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3519, loss: 1.3519, grad_norm: 6.7706 2020-07-27 10:34:37,470 - mmaction - INFO - Epoch [78][1420/3757] lr: 2.000e-03, eta: 16:03:45, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8414, loss_cls: 1.3953, loss: 1.3953, grad_norm: 6.9652 2020-07-27 10:34:50,331 - mmaction - INFO - Epoch [78][1440/3757] lr: 2.000e-03, eta: 16:03:31, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.7804 2020-07-27 10:35:04,378 - mmaction - INFO - Epoch [78][1460/3757] lr: 2.000e-03, eta: 16:03:18, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3313, loss: 1.3313, grad_norm: 6.8329 2020-07-27 10:35:17,434 - mmaction - INFO - Epoch [78][1480/3757] lr: 2.000e-03, eta: 16:03:04, time: 0.653, data_time: 0.002, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2842, loss: 1.2842, grad_norm: 6.7119 2020-07-27 10:35:31,992 - mmaction - INFO - Epoch [78][1500/3757] lr: 2.000e-03, eta: 16:02:51, time: 0.728, data_time: 0.003, memory: 7079, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.1707 2020-07-27 10:35:44,436 - mmaction - INFO - Epoch [78][1520/3757] lr: 2.000e-03, eta: 16:02:37, time: 0.620, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3968, loss: 1.3968, grad_norm: 7.0333 2020-07-27 10:35:57,808 - mmaction - INFO - Epoch [78][1540/3757] lr: 2.000e-03, eta: 16:02:23, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2519, loss: 1.2519, grad_norm: 6.8254 2020-07-27 10:36:11,486 - mmaction - INFO - Epoch [78][1560/3757] lr: 2.000e-03, eta: 16:02:10, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.1110 2020-07-27 10:36:26,068 - mmaction - INFO - Epoch [78][1580/3757] lr: 2.000e-03, eta: 16:01:56, time: 0.727, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.0609 2020-07-27 10:36:38,811 - mmaction - INFO - Epoch [78][1600/3757] lr: 2.000e-03, eta: 16:01:42, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.0233 2020-07-27 10:36:52,789 - mmaction - INFO - Epoch [78][1620/3757] lr: 2.000e-03, eta: 16:01:29, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2913, loss: 1.2913, grad_norm: 6.7064 2020-07-27 10:37:05,510 - mmaction - INFO - Epoch [78][1640/3757] lr: 2.000e-03, eta: 16:01:15, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.3912, loss: 1.3912, grad_norm: 6.9587 2020-07-27 10:37:19,443 - mmaction - INFO - Epoch [78][1660/3757] lr: 2.000e-03, eta: 16:01:01, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2696, loss: 1.2696, grad_norm: 6.8121 2020-07-27 10:37:32,651 - mmaction - INFO - Epoch [78][1680/3757] lr: 2.000e-03, eta: 16:00:48, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.8700 2020-07-27 10:37:45,458 - mmaction - INFO - Epoch [78][1700/3757] lr: 2.000e-03, eta: 16:00:34, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3240, loss: 1.3240, grad_norm: 6.7435 2020-07-27 10:37:59,106 - mmaction - INFO - Epoch [78][1720/3757] lr: 2.000e-03, eta: 16:00:20, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4446, loss: 1.4446, grad_norm: 6.8726 2020-07-27 10:38:11,832 - mmaction - INFO - Epoch [78][1740/3757] lr: 2.000e-03, eta: 16:00:06, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8672, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.9252 2020-07-27 10:38:25,305 - mmaction - INFO - Epoch [78][1760/3757] lr: 2.000e-03, eta: 15:59:53, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2838, loss: 1.2838, grad_norm: 6.4949 2020-07-27 10:38:38,575 - mmaction - INFO - Epoch [78][1780/3757] lr: 2.000e-03, eta: 15:59:39, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3780, loss: 1.3780, grad_norm: 6.7514 2020-07-27 10:38:51,488 - mmaction - INFO - Epoch [78][1800/3757] lr: 2.000e-03, eta: 15:59:25, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.8549 2020-07-27 10:39:05,050 - mmaction - INFO - Epoch [78][1820/3757] lr: 2.000e-03, eta: 15:59:12, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.8060 2020-07-27 10:39:18,218 - mmaction - INFO - Epoch [78][1840/3757] lr: 2.000e-03, eta: 15:58:58, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3173, loss: 1.3173, grad_norm: 6.8598 2020-07-27 10:39:31,050 - mmaction - INFO - Epoch [78][1860/3757] lr: 2.000e-03, eta: 15:58:44, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.9211 2020-07-27 10:39:44,404 - mmaction - INFO - Epoch [78][1880/3757] lr: 2.000e-03, eta: 15:58:30, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.4021, loss: 1.4021, grad_norm: 7.2732 2020-07-27 10:39:57,606 - mmaction - INFO - Epoch [78][1900/3757] lr: 2.000e-03, eta: 15:58:17, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.9264 2020-07-27 10:40:11,130 - mmaction - INFO - Epoch [78][1920/3757] lr: 2.000e-03, eta: 15:58:03, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.9899 2020-07-27 10:40:25,058 - mmaction - INFO - Epoch [78][1940/3757] lr: 2.000e-03, eta: 15:57:50, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2843, loss: 1.2843, grad_norm: 6.9578 2020-07-27 10:40:37,889 - mmaction - INFO - Epoch [78][1960/3757] lr: 2.000e-03, eta: 15:57:36, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.7852 2020-07-27 10:40:51,531 - mmaction - INFO - Epoch [78][1980/3757] lr: 2.000e-03, eta: 15:57:22, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.0473 2020-07-27 10:41:04,314 - mmaction - INFO - Epoch [78][2000/3757] lr: 2.000e-03, eta: 15:57:08, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.0321 2020-07-27 10:41:18,024 - mmaction - INFO - Epoch [78][2020/3757] lr: 2.000e-03, eta: 15:56:55, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.0056 2020-07-27 10:41:31,570 - mmaction - INFO - Epoch [78][2040/3757] lr: 2.000e-03, eta: 15:56:41, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4589, loss: 1.4589, grad_norm: 7.1458 2020-07-27 10:41:45,478 - mmaction - INFO - Epoch [78][2060/3757] lr: 2.000e-03, eta: 15:56:28, time: 0.691, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.6972 2020-07-27 10:41:58,069 - mmaction - INFO - Epoch [78][2080/3757] lr: 2.000e-03, eta: 15:56:14, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3306, loss: 1.3306, grad_norm: 6.8729 2020-07-27 10:42:11,881 - mmaction - INFO - Epoch [78][2100/3757] lr: 2.000e-03, eta: 15:56:00, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3428, loss: 1.3428, grad_norm: 7.0092 2020-07-27 10:42:24,466 - mmaction - INFO - Epoch [78][2120/3757] lr: 2.000e-03, eta: 15:55:46, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.1529 2020-07-27 10:42:38,673 - mmaction - INFO - Epoch [78][2140/3757] lr: 2.000e-03, eta: 15:55:33, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.9701 2020-07-27 10:42:52,161 - mmaction - INFO - Epoch [78][2160/3757] lr: 2.000e-03, eta: 15:55:19, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.1960 2020-07-27 10:43:05,637 - mmaction - INFO - Epoch [78][2180/3757] lr: 2.000e-03, eta: 15:55:05, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.9424 2020-07-27 10:43:18,870 - mmaction - INFO - Epoch [78][2200/3757] lr: 2.000e-03, eta: 15:54:52, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.3108, loss: 1.3108, grad_norm: 6.7925 2020-07-27 10:43:33,322 - mmaction - INFO - Epoch [78][2220/3757] lr: 2.000e-03, eta: 15:54:38, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8422, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.7461 2020-07-27 10:43:47,453 - mmaction - INFO - Epoch [78][2240/3757] lr: 2.000e-03, eta: 15:54:25, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.0220 2020-07-27 10:44:00,673 - mmaction - INFO - Epoch [78][2260/3757] lr: 2.000e-03, eta: 15:54:11, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.7554 2020-07-27 10:44:13,767 - mmaction - INFO - Epoch [78][2280/3757] lr: 2.000e-03, eta: 15:53:57, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.2931, loss: 1.2931, grad_norm: 6.8817 2020-07-27 10:44:27,224 - mmaction - INFO - Epoch [78][2300/3757] lr: 2.000e-03, eta: 15:53:44, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3017, loss: 1.3017, grad_norm: 6.6245 2020-07-27 10:44:40,658 - mmaction - INFO - Epoch [78][2320/3757] lr: 2.000e-03, eta: 15:53:30, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.1592 2020-07-27 10:44:53,959 - mmaction - INFO - Epoch [78][2340/3757] lr: 2.000e-03, eta: 15:53:16, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3414, loss: 1.3414, grad_norm: 6.6762 2020-07-27 10:45:06,985 - mmaction - INFO - Epoch [78][2360/3757] lr: 2.000e-03, eta: 15:53:03, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3382, loss: 1.3382, grad_norm: 6.7465 2020-07-27 10:45:20,611 - mmaction - INFO - Epoch [78][2380/3757] lr: 2.000e-03, eta: 15:52:49, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.9313 2020-07-27 10:45:34,345 - mmaction - INFO - Epoch [78][2400/3757] lr: 2.000e-03, eta: 15:52:36, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.7752 2020-07-27 10:45:47,242 - mmaction - INFO - Epoch [78][2420/3757] lr: 2.000e-03, eta: 15:52:22, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3479, loss: 1.3479, grad_norm: 6.7148 2020-07-27 10:45:59,938 - mmaction - INFO - Epoch [78][2440/3757] lr: 2.000e-03, eta: 15:52:08, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.8829 2020-07-27 10:46:12,904 - mmaction - INFO - Epoch [78][2460/3757] lr: 2.000e-03, eta: 15:51:54, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3749, loss: 1.3749, grad_norm: 6.8745 2020-07-27 10:46:26,103 - mmaction - INFO - Epoch [78][2480/3757] lr: 2.000e-03, eta: 15:51:40, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3229, loss: 1.3229, grad_norm: 6.8340 2020-07-27 10:46:39,625 - mmaction - INFO - Epoch [78][2500/3757] lr: 2.000e-03, eta: 15:51:27, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3714, loss: 1.3714, grad_norm: 6.9132 2020-07-27 10:46:53,442 - mmaction - INFO - Epoch [78][2520/3757] lr: 2.000e-03, eta: 15:51:13, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.9162 2020-07-27 10:47:06,256 - mmaction - INFO - Epoch [78][2540/3757] lr: 2.000e-03, eta: 15:50:59, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3632, loss: 1.3632, grad_norm: 6.7998 2020-07-27 10:47:19,923 - mmaction - INFO - Epoch [78][2560/3757] lr: 2.000e-03, eta: 15:50:46, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.7619 2020-07-27 10:47:32,847 - mmaction - INFO - Epoch [78][2580/3757] lr: 2.000e-03, eta: 15:50:32, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3556, loss: 1.3556, grad_norm: 6.8802 2020-07-27 10:47:46,342 - mmaction - INFO - Epoch [78][2600/3757] lr: 2.000e-03, eta: 15:50:18, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3447, loss: 1.3447, grad_norm: 6.9918 2020-07-27 10:47:59,328 - mmaction - INFO - Epoch [78][2620/3757] lr: 2.000e-03, eta: 15:50:05, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4402, loss: 1.4402, grad_norm: 7.1731 2020-07-27 10:48:14,129 - mmaction - INFO - Epoch [78][2640/3757] lr: 2.000e-03, eta: 15:49:51, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4222, loss: 1.4222, grad_norm: 6.9587 2020-07-27 10:48:26,761 - mmaction - INFO - Epoch [78][2660/3757] lr: 2.000e-03, eta: 15:49:37, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.9425 2020-07-27 10:48:40,107 - mmaction - INFO - Epoch [78][2680/3757] lr: 2.000e-03, eta: 15:49:24, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2025, loss: 1.2025, grad_norm: 6.6187 2020-07-27 10:48:53,669 - mmaction - INFO - Epoch [78][2700/3757] lr: 2.000e-03, eta: 15:49:10, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3461, loss: 1.3461, grad_norm: 7.0478 2020-07-27 10:49:07,562 - mmaction - INFO - Epoch [78][2720/3757] lr: 2.000e-03, eta: 15:48:57, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.1286 2020-07-27 10:49:20,231 - mmaction - INFO - Epoch [78][2740/3757] lr: 2.000e-03, eta: 15:48:43, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2946, loss: 1.2946, grad_norm: 6.8586 2020-07-27 10:49:33,899 - mmaction - INFO - Epoch [78][2760/3757] lr: 2.000e-03, eta: 15:48:29, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.9128 2020-07-27 10:49:47,744 - mmaction - INFO - Epoch [78][2780/3757] lr: 2.000e-03, eta: 15:48:16, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2881, loss: 1.2881, grad_norm: 6.6526 2020-07-27 10:50:01,509 - mmaction - INFO - Epoch [78][2800/3757] lr: 2.000e-03, eta: 15:48:02, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.0559 2020-07-27 10:50:14,411 - mmaction - INFO - Epoch [78][2820/3757] lr: 2.000e-03, eta: 15:47:48, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.3796, loss: 1.3796, grad_norm: 7.1655 2020-07-27 10:50:27,831 - mmaction - INFO - Epoch [78][2840/3757] lr: 2.000e-03, eta: 15:47:35, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.8981 2020-07-27 10:50:42,017 - mmaction - INFO - Epoch [78][2860/3757] lr: 2.000e-03, eta: 15:47:21, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.0124 2020-07-27 10:50:56,106 - mmaction - INFO - Epoch [78][2880/3757] lr: 2.000e-03, eta: 15:47:08, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.3508, loss: 1.3508, grad_norm: 6.9282 2020-07-27 10:51:10,623 - mmaction - INFO - Epoch [78][2900/3757] lr: 2.000e-03, eta: 15:46:54, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3134, loss: 1.3134, grad_norm: 6.7410 2020-07-27 10:51:23,203 - mmaction - INFO - Epoch [78][2920/3757] lr: 2.000e-03, eta: 15:46:40, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4226, loss: 1.4226, grad_norm: 6.9719 2020-07-27 10:51:37,242 - mmaction - INFO - Epoch [78][2940/3757] lr: 2.000e-03, eta: 15:46:27, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8695, loss_cls: 1.3842, loss: 1.3842, grad_norm: 7.2608 2020-07-27 10:51:50,811 - mmaction - INFO - Epoch [78][2960/3757] lr: 2.000e-03, eta: 15:46:13, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.6912 2020-07-27 10:52:04,142 - mmaction - INFO - Epoch [78][2980/3757] lr: 2.000e-03, eta: 15:46:00, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2995, loss: 1.2995, grad_norm: 6.8263 2020-07-27 10:52:16,976 - mmaction - INFO - Epoch [78][3000/3757] lr: 2.000e-03, eta: 15:45:46, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.0523 2020-07-27 10:52:30,831 - mmaction - INFO - Epoch [78][3020/3757] lr: 2.000e-03, eta: 15:45:32, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8734, loss_cls: 1.3092, loss: 1.3092, grad_norm: 6.9772 2020-07-27 10:52:44,668 - mmaction - INFO - Epoch [78][3040/3757] lr: 2.000e-03, eta: 15:45:19, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4063, loss: 1.4063, grad_norm: 6.9443 2020-07-27 10:52:57,284 - mmaction - INFO - Epoch [78][3060/3757] lr: 2.000e-03, eta: 15:45:05, time: 0.627, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.8396 2020-07-27 10:53:10,541 - mmaction - INFO - Epoch [78][3080/3757] lr: 2.000e-03, eta: 15:44:51, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.8403 2020-07-27 10:53:24,087 - mmaction - INFO - Epoch [78][3100/3757] lr: 2.000e-03, eta: 15:44:37, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3382, loss: 1.3382, grad_norm: 6.8484 2020-07-27 10:53:37,484 - mmaction - INFO - Epoch [78][3120/3757] lr: 2.000e-03, eta: 15:44:24, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.3818, loss: 1.3818, grad_norm: 6.9824 2020-07-27 10:53:50,691 - mmaction - INFO - Epoch [78][3140/3757] lr: 2.000e-03, eta: 15:44:10, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.6691 2020-07-27 10:54:03,606 - mmaction - INFO - Epoch [78][3160/3757] lr: 2.000e-03, eta: 15:43:56, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.8931 2020-07-27 10:54:16,793 - mmaction - INFO - Epoch [78][3180/3757] lr: 2.000e-03, eta: 15:43:43, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3359, loss: 1.3359, grad_norm: 6.9207 2020-07-27 10:54:30,146 - mmaction - INFO - Epoch [78][3200/3757] lr: 2.000e-03, eta: 15:43:29, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.8819 2020-07-27 10:54:43,047 - mmaction - INFO - Epoch [78][3220/3757] lr: 2.000e-03, eta: 15:43:15, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.9230 2020-07-27 10:54:56,533 - mmaction - INFO - Epoch [78][3240/3757] lr: 2.000e-03, eta: 15:43:01, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.7919 2020-07-27 10:55:09,565 - mmaction - INFO - Epoch [78][3260/3757] lr: 2.000e-03, eta: 15:42:48, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.0117 2020-07-27 10:55:23,037 - mmaction - INFO - Epoch [78][3280/3757] lr: 2.000e-03, eta: 15:42:34, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4315, loss: 1.4315, grad_norm: 6.9076 2020-07-27 10:55:35,816 - mmaction - INFO - Epoch [78][3300/3757] lr: 2.000e-03, eta: 15:42:20, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.0295 2020-07-27 10:55:48,520 - mmaction - INFO - Epoch [78][3320/3757] lr: 2.000e-03, eta: 15:42:06, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8633, loss_cls: 1.3491, loss: 1.3491, grad_norm: 6.8423 2020-07-27 10:56:02,085 - mmaction - INFO - Epoch [78][3340/3757] lr: 2.000e-03, eta: 15:41:53, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4007, loss: 1.4007, grad_norm: 6.9222 2020-07-27 10:56:15,387 - mmaction - INFO - Epoch [78][3360/3757] lr: 2.000e-03, eta: 15:41:39, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3523, loss: 1.3523, grad_norm: 7.0815 2020-07-27 10:56:28,366 - mmaction - INFO - Epoch [78][3380/3757] lr: 2.000e-03, eta: 15:41:25, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4247, loss: 1.4247, grad_norm: 7.2479 2020-07-27 10:56:41,230 - mmaction - INFO - Epoch [78][3400/3757] lr: 2.000e-03, eta: 15:41:11, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.9083 2020-07-27 10:56:54,480 - mmaction - INFO - Epoch [78][3420/3757] lr: 2.000e-03, eta: 15:40:58, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.0835 2020-07-27 10:57:07,914 - mmaction - INFO - Epoch [78][3440/3757] lr: 2.000e-03, eta: 15:40:44, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3822, loss: 1.3822, grad_norm: 6.7675 2020-07-27 10:57:20,997 - mmaction - INFO - Epoch [78][3460/3757] lr: 2.000e-03, eta: 15:40:30, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.3962, loss: 1.3962, grad_norm: 7.1498 2020-07-27 10:57:33,959 - mmaction - INFO - Epoch [78][3480/3757] lr: 2.000e-03, eta: 15:40:16, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3629, loss: 1.3629, grad_norm: 6.8795 2020-07-27 10:57:47,687 - mmaction - INFO - Epoch [78][3500/3757] lr: 2.000e-03, eta: 15:40:03, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.4024, loss: 1.4024, grad_norm: 6.8898 2020-07-27 10:58:02,249 - mmaction - INFO - Epoch [78][3520/3757] lr: 2.000e-03, eta: 15:39:50, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.0900 2020-07-27 10:58:16,079 - mmaction - INFO - Epoch [78][3540/3757] lr: 2.000e-03, eta: 15:39:36, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2877, loss: 1.2877, grad_norm: 6.8969 2020-07-27 10:58:28,636 - mmaction - INFO - Epoch [78][3560/3757] lr: 2.000e-03, eta: 15:39:22, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4688, loss: 1.4688, grad_norm: 7.2355 2020-07-27 10:58:41,844 - mmaction - INFO - Epoch [78][3580/3757] lr: 2.000e-03, eta: 15:39:08, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.9251 2020-07-27 10:58:54,650 - mmaction - INFO - Epoch [78][3600/3757] lr: 2.000e-03, eta: 15:38:55, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3351, loss: 1.3351, grad_norm: 6.8340 2020-07-27 10:59:08,314 - mmaction - INFO - Epoch [78][3620/3757] lr: 2.000e-03, eta: 15:38:41, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.1741 2020-07-27 10:59:21,758 - mmaction - INFO - Epoch [78][3640/3757] lr: 2.000e-03, eta: 15:38:27, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3241, loss: 1.3241, grad_norm: 7.0834 2020-07-27 10:59:35,787 - mmaction - INFO - Epoch [78][3660/3757] lr: 2.000e-03, eta: 15:38:14, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8570, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.0567 2020-07-27 10:59:49,398 - mmaction - INFO - Epoch [78][3680/3757] lr: 2.000e-03, eta: 15:38:00, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.3130, loss: 1.3130, grad_norm: 6.7296 2020-07-27 11:00:02,402 - mmaction - INFO - Epoch [78][3700/3757] lr: 2.000e-03, eta: 15:37:46, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.9799 2020-07-27 11:00:19,279 - mmaction - INFO - Epoch [78][3720/3757] lr: 2.000e-03, eta: 15:37:34, time: 0.828, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.3816, loss: 1.3816, grad_norm: 6.9583 2020-07-27 11:00:33,012 - mmaction - INFO - Epoch [78][3740/3757] lr: 2.000e-03, eta: 15:37:20, time: 0.701, data_time: 0.035, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3467, loss: 1.3467, grad_norm: 6.8165 2020-07-27 11:00:43,986 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-07-27 11:01:12,103 - mmaction - INFO - Epoch [79][20/3757] lr: 2.000e-03, eta: 15:36:56, time: 1.341, data_time: 0.689, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.9609 2020-07-27 11:01:24,354 - mmaction - INFO - Epoch [79][40/3757] lr: 2.000e-03, eta: 15:36:42, time: 0.616, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.7958 2020-07-27 11:01:36,904 - mmaction - INFO - Epoch [79][60/3757] lr: 2.000e-03, eta: 15:36:28, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8727, loss_cls: 1.3467, loss: 1.3467, grad_norm: 7.1407 2020-07-27 11:01:49,683 - mmaction - INFO - Epoch [79][80/3757] lr: 2.000e-03, eta: 15:36:14, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2713, loss: 1.2713, grad_norm: 6.8719 2020-07-27 11:02:02,850 - mmaction - INFO - Epoch [79][100/3757] lr: 2.000e-03, eta: 15:36:00, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8727, loss_cls: 1.3369, loss: 1.3369, grad_norm: 6.8814 2020-07-27 11:02:15,832 - mmaction - INFO - Epoch [79][120/3757] lr: 2.000e-03, eta: 15:35:46, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2117, loss: 1.2117, grad_norm: 6.4388 2020-07-27 11:02:29,117 - mmaction - INFO - Epoch [79][140/3757] lr: 2.000e-03, eta: 15:35:33, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3843, loss: 1.3843, grad_norm: 6.8027 2020-07-27 11:02:42,581 - mmaction - INFO - Epoch [79][160/3757] lr: 2.000e-03, eta: 15:35:19, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8727, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.8240 2020-07-27 11:02:55,208 - mmaction - INFO - Epoch [79][180/3757] lr: 2.000e-03, eta: 15:35:05, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4212, loss: 1.4212, grad_norm: 7.0148 2020-07-27 11:03:08,039 - mmaction - INFO - Epoch [79][200/3757] lr: 2.000e-03, eta: 15:34:51, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8812, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.7347 2020-07-27 11:03:21,667 - mmaction - INFO - Epoch [79][220/3757] lr: 2.000e-03, eta: 15:34:38, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4223, loss: 1.4223, grad_norm: 6.8498 2020-07-27 11:03:34,541 - mmaction - INFO - Epoch [79][240/3757] lr: 2.000e-03, eta: 15:34:24, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.3780, loss: 1.3780, grad_norm: 6.7820 2020-07-27 11:03:47,675 - mmaction - INFO - Epoch [79][260/3757] lr: 2.000e-03, eta: 15:34:10, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.9351 2020-07-27 11:04:00,450 - mmaction - INFO - Epoch [79][280/3757] lr: 2.000e-03, eta: 15:33:56, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.7973 2020-07-27 11:04:13,738 - mmaction - INFO - Epoch [79][300/3757] lr: 2.000e-03, eta: 15:33:43, time: 0.664, data_time: 0.002, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3338, loss: 1.3338, grad_norm: 6.9204 2020-07-27 11:04:27,015 - mmaction - INFO - Epoch [79][320/3757] lr: 2.000e-03, eta: 15:33:29, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.6905 2020-07-27 11:04:39,641 - mmaction - INFO - Epoch [79][340/3757] lr: 2.000e-03, eta: 15:33:15, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3394, loss: 1.3394, grad_norm: 6.8395 2020-07-27 11:04:53,185 - mmaction - INFO - Epoch [79][360/3757] lr: 2.000e-03, eta: 15:33:01, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3635, loss: 1.3635, grad_norm: 6.8587 2020-07-27 11:05:06,081 - mmaction - INFO - Epoch [79][380/3757] lr: 2.000e-03, eta: 15:32:48, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3628, loss: 1.3628, grad_norm: 6.9344 2020-07-27 11:05:19,522 - mmaction - INFO - Epoch [79][400/3757] lr: 2.000e-03, eta: 15:32:34, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.0836 2020-07-27 11:05:32,539 - mmaction - INFO - Epoch [79][420/3757] lr: 2.000e-03, eta: 15:32:20, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3283, loss: 1.3283, grad_norm: 6.8443 2020-07-27 11:05:46,107 - mmaction - INFO - Epoch [79][440/3757] lr: 2.000e-03, eta: 15:32:07, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.9689 2020-07-27 11:05:58,743 - mmaction - INFO - Epoch [79][460/3757] lr: 2.000e-03, eta: 15:31:53, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.3743, loss: 1.3743, grad_norm: 6.9019 2020-07-27 11:06:12,675 - mmaction - INFO - Epoch [79][480/3757] lr: 2.000e-03, eta: 15:31:39, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2886, loss: 1.2886, grad_norm: 6.7759 2020-07-27 11:06:25,325 - mmaction - INFO - Epoch [79][500/3757] lr: 2.000e-03, eta: 15:31:25, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3412, loss: 1.3412, grad_norm: 7.0248 2020-07-27 11:06:38,332 - mmaction - INFO - Epoch [79][520/3757] lr: 2.000e-03, eta: 15:31:11, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.3030, loss: 1.3030, grad_norm: 6.8857 2020-07-27 11:06:51,371 - mmaction - INFO - Epoch [79][540/3757] lr: 2.000e-03, eta: 15:30:58, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3189, loss: 1.3189, grad_norm: 6.8403 2020-07-27 11:07:04,215 - mmaction - INFO - Epoch [79][560/3757] lr: 2.000e-03, eta: 15:30:44, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4476, loss: 1.4476, grad_norm: 7.2708 2020-07-27 11:07:17,732 - mmaction - INFO - Epoch [79][580/3757] lr: 2.000e-03, eta: 15:30:30, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.9344 2020-07-27 11:07:30,605 - mmaction - INFO - Epoch [79][600/3757] lr: 2.000e-03, eta: 15:30:16, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2840, loss: 1.2840, grad_norm: 6.8595 2020-07-27 11:07:43,660 - mmaction - INFO - Epoch [79][620/3757] lr: 2.000e-03, eta: 15:30:03, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2951, loss: 1.2951, grad_norm: 6.7391 2020-07-27 11:07:56,249 - mmaction - INFO - Epoch [79][640/3757] lr: 2.000e-03, eta: 15:29:49, time: 0.629, data_time: 0.002, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3234, loss: 1.3234, grad_norm: 6.9566 2020-07-27 11:08:10,445 - mmaction - INFO - Epoch [79][660/3757] lr: 2.000e-03, eta: 15:29:35, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8695, loss_cls: 1.2964, loss: 1.2964, grad_norm: 6.9445 2020-07-27 11:08:23,366 - mmaction - INFO - Epoch [79][680/3757] lr: 2.000e-03, eta: 15:29:22, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.9905 2020-07-27 11:08:36,794 - mmaction - INFO - Epoch [79][700/3757] lr: 2.000e-03, eta: 15:29:08, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3795, loss: 1.3795, grad_norm: 6.9486 2020-07-27 11:08:50,444 - mmaction - INFO - Epoch [79][720/3757] lr: 2.000e-03, eta: 15:28:54, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5145, loss: 1.5145, grad_norm: 7.1451 2020-07-27 11:09:03,264 - mmaction - INFO - Epoch [79][740/3757] lr: 2.000e-03, eta: 15:28:41, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.3629, loss: 1.3629, grad_norm: 6.8617 2020-07-27 11:09:16,011 - mmaction - INFO - Epoch [79][760/3757] lr: 2.000e-03, eta: 15:28:27, time: 0.638, data_time: 0.003, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4402, loss: 1.4402, grad_norm: 6.9754 2020-07-27 11:09:29,442 - mmaction - INFO - Epoch [79][780/3757] lr: 2.000e-03, eta: 15:28:13, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3068, loss: 1.3068, grad_norm: 6.9803 2020-07-27 11:09:42,864 - mmaction - INFO - Epoch [79][800/3757] lr: 2.000e-03, eta: 15:27:59, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2611, loss: 1.2611, grad_norm: 6.7892 2020-07-27 11:09:56,266 - mmaction - INFO - Epoch [79][820/3757] lr: 2.000e-03, eta: 15:27:46, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3472, loss: 1.3472, grad_norm: 6.7335 2020-07-27 11:10:09,193 - mmaction - INFO - Epoch [79][840/3757] lr: 2.000e-03, eta: 15:27:32, time: 0.650, data_time: 0.009, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3733, loss: 1.3733, grad_norm: 7.0039 2020-07-27 11:10:22,222 - mmaction - INFO - Epoch [79][860/3757] lr: 2.000e-03, eta: 15:27:18, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.3909, loss: 1.3909, grad_norm: 6.9570 2020-07-27 11:10:35,926 - mmaction - INFO - Epoch [79][880/3757] lr: 2.000e-03, eta: 15:27:05, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.8997 2020-07-27 11:10:49,592 - mmaction - INFO - Epoch [79][900/3757] lr: 2.000e-03, eta: 15:26:51, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.0663 2020-07-27 11:11:02,014 - mmaction - INFO - Epoch [79][920/3757] lr: 2.000e-03, eta: 15:26:37, time: 0.626, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3690, loss: 1.3690, grad_norm: 6.7570 2020-07-27 11:11:15,018 - mmaction - INFO - Epoch [79][940/3757] lr: 2.000e-03, eta: 15:26:23, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.9867 2020-07-27 11:11:28,634 - mmaction - INFO - Epoch [79][960/3757] lr: 2.000e-03, eta: 15:26:10, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3342, loss: 1.3342, grad_norm: 6.9648 2020-07-27 11:11:41,484 - mmaction - INFO - Epoch [79][980/3757] lr: 2.000e-03, eta: 15:25:56, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.7322 2020-07-27 11:11:54,204 - mmaction - INFO - Epoch [79][1000/3757] lr: 2.000e-03, eta: 15:25:42, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8711, loss_cls: 1.3334, loss: 1.3334, grad_norm: 7.0579 2020-07-27 11:12:07,721 - mmaction - INFO - Epoch [79][1020/3757] lr: 2.000e-03, eta: 15:25:28, time: 0.673, data_time: 0.009, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.6953 2020-07-27 11:12:20,609 - mmaction - INFO - Epoch [79][1040/3757] lr: 2.000e-03, eta: 15:25:15, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3997, loss: 1.3997, grad_norm: 6.7033 2020-07-27 11:12:33,803 - mmaction - INFO - Epoch [79][1060/3757] lr: 2.000e-03, eta: 15:25:01, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3694, loss: 1.3694, grad_norm: 7.0594 2020-07-27 11:12:47,383 - mmaction - INFO - Epoch [79][1080/3757] lr: 2.000e-03, eta: 15:24:47, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3826, loss: 1.3826, grad_norm: 6.9305 2020-07-27 11:13:00,471 - mmaction - INFO - Epoch [79][1100/3757] lr: 2.000e-03, eta: 15:24:33, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.8052 2020-07-27 11:13:13,100 - mmaction - INFO - Epoch [79][1120/3757] lr: 2.000e-03, eta: 15:24:20, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.6320, top5_acc: 0.8484, loss_cls: 1.4658, loss: 1.4658, grad_norm: 7.3560 2020-07-27 11:13:26,531 - mmaction - INFO - Epoch [79][1140/3757] lr: 2.000e-03, eta: 15:24:06, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.6742 2020-07-27 11:13:39,409 - mmaction - INFO - Epoch [79][1160/3757] lr: 2.000e-03, eta: 15:23:52, time: 0.644, data_time: 0.002, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3565, loss: 1.3565, grad_norm: 6.7974 2020-07-27 11:13:52,991 - mmaction - INFO - Epoch [79][1180/3757] lr: 2.000e-03, eta: 15:23:39, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3285, loss: 1.3285, grad_norm: 6.9738 2020-07-27 11:14:07,092 - mmaction - INFO - Epoch [79][1200/3757] lr: 2.000e-03, eta: 15:23:25, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3296, loss: 1.3296, grad_norm: 7.0378 2020-07-27 11:14:19,641 - mmaction - INFO - Epoch [79][1220/3757] lr: 2.000e-03, eta: 15:23:11, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8406, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.0176 2020-07-27 11:14:32,471 - mmaction - INFO - Epoch [79][1240/3757] lr: 2.000e-03, eta: 15:22:57, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3606, loss: 1.3606, grad_norm: 6.7954 2020-07-27 11:14:46,145 - mmaction - INFO - Epoch [79][1260/3757] lr: 2.000e-03, eta: 15:22:44, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.7775 2020-07-27 11:14:59,612 - mmaction - INFO - Epoch [79][1280/3757] lr: 2.000e-03, eta: 15:22:30, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3542, loss: 1.3542, grad_norm: 7.0029 2020-07-27 11:15:12,677 - mmaction - INFO - Epoch [79][1300/3757] lr: 2.000e-03, eta: 15:22:16, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.3845, loss: 1.3845, grad_norm: 7.0829 2020-07-27 11:15:26,244 - mmaction - INFO - Epoch [79][1320/3757] lr: 2.000e-03, eta: 15:22:03, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.2275 2020-07-27 11:15:40,020 - mmaction - INFO - Epoch [79][1340/3757] lr: 2.000e-03, eta: 15:21:49, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3609, loss: 1.3609, grad_norm: 6.9149 2020-07-27 11:15:53,026 - mmaction - INFO - Epoch [79][1360/3757] lr: 2.000e-03, eta: 15:21:35, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8414, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.8829 2020-07-27 11:16:05,971 - mmaction - INFO - Epoch [79][1380/3757] lr: 2.000e-03, eta: 15:21:22, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.0682 2020-07-27 11:16:19,757 - mmaction - INFO - Epoch [79][1400/3757] lr: 2.000e-03, eta: 15:21:08, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.4998 2020-07-27 11:16:32,369 - mmaction - INFO - Epoch [79][1420/3757] lr: 2.000e-03, eta: 15:20:54, time: 0.625, data_time: 0.004, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3880, loss: 1.3880, grad_norm: 7.1861 2020-07-27 11:16:45,721 - mmaction - INFO - Epoch [79][1440/3757] lr: 2.000e-03, eta: 15:20:41, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3569, loss: 1.3569, grad_norm: 7.1916 2020-07-27 11:16:58,666 - mmaction - INFO - Epoch [79][1460/3757] lr: 2.000e-03, eta: 15:20:27, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.7261 2020-07-27 11:17:13,123 - mmaction - INFO - Epoch [79][1480/3757] lr: 2.000e-03, eta: 15:20:13, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2532, loss: 1.2532, grad_norm: 6.7405 2020-07-27 11:17:25,567 - mmaction - INFO - Epoch [79][1500/3757] lr: 2.000e-03, eta: 15:19:59, time: 0.623, data_time: 0.003, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.0681 2020-07-27 11:17:38,566 - mmaction - INFO - Epoch [79][1520/3757] lr: 2.000e-03, eta: 15:19:46, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3422, loss: 1.3422, grad_norm: 6.8058 2020-07-27 11:17:51,496 - mmaction - INFO - Epoch [79][1540/3757] lr: 2.000e-03, eta: 15:19:32, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.7830 2020-07-27 11:18:05,700 - mmaction - INFO - Epoch [79][1560/3757] lr: 2.000e-03, eta: 15:19:18, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3304, loss: 1.3304, grad_norm: 6.9078 2020-07-27 11:18:19,184 - mmaction - INFO - Epoch [79][1580/3757] lr: 2.000e-03, eta: 15:19:05, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.9787 2020-07-27 11:18:32,329 - mmaction - INFO - Epoch [79][1600/3757] lr: 2.000e-03, eta: 15:18:51, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.6475 2020-07-27 11:18:45,788 - mmaction - INFO - Epoch [79][1620/3757] lr: 2.000e-03, eta: 15:18:37, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.1967 2020-07-27 11:18:58,971 - mmaction - INFO - Epoch [79][1640/3757] lr: 2.000e-03, eta: 15:18:24, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.2434 2020-07-27 11:19:12,204 - mmaction - INFO - Epoch [79][1660/3757] lr: 2.000e-03, eta: 15:18:10, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.1648 2020-07-27 11:19:25,290 - mmaction - INFO - Epoch [79][1680/3757] lr: 2.000e-03, eta: 15:17:56, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3900, loss: 1.3900, grad_norm: 6.9075 2020-07-27 11:19:38,906 - mmaction - INFO - Epoch [79][1700/3757] lr: 2.000e-03, eta: 15:17:43, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.0015 2020-07-27 11:19:51,669 - mmaction - INFO - Epoch [79][1720/3757] lr: 2.000e-03, eta: 15:17:29, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.0290 2020-07-27 11:20:05,129 - mmaction - INFO - Epoch [79][1740/3757] lr: 2.000e-03, eta: 15:17:15, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3459, loss: 1.3459, grad_norm: 6.8619 2020-07-27 11:20:18,873 - mmaction - INFO - Epoch [79][1760/3757] lr: 2.000e-03, eta: 15:17:02, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.4006, loss: 1.4006, grad_norm: 7.2955 2020-07-27 11:20:31,971 - mmaction - INFO - Epoch [79][1780/3757] lr: 2.000e-03, eta: 15:16:48, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3211, loss: 1.3211, grad_norm: 7.0663 2020-07-27 11:20:46,002 - mmaction - INFO - Epoch [79][1800/3757] lr: 2.000e-03, eta: 15:16:34, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.2838, loss: 1.2838, grad_norm: 7.0235 2020-07-27 11:20:59,352 - mmaction - INFO - Epoch [79][1820/3757] lr: 2.000e-03, eta: 15:16:21, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3765, loss: 1.3765, grad_norm: 7.0566 2020-07-27 11:21:12,100 - mmaction - INFO - Epoch [79][1840/3757] lr: 2.000e-03, eta: 15:16:07, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3479, loss: 1.3479, grad_norm: 6.9402 2020-07-27 11:21:24,899 - mmaction - INFO - Epoch [79][1860/3757] lr: 2.000e-03, eta: 15:15:53, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3824, loss: 1.3824, grad_norm: 7.1012 2020-07-27 11:21:37,768 - mmaction - INFO - Epoch [79][1880/3757] lr: 2.000e-03, eta: 15:15:39, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3414, loss: 1.3414, grad_norm: 6.8608 2020-07-27 11:21:50,456 - mmaction - INFO - Epoch [79][1900/3757] lr: 2.000e-03, eta: 15:15:25, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3642, loss: 1.3642, grad_norm: 7.0655 2020-07-27 11:22:04,064 - mmaction - INFO - Epoch [79][1920/3757] lr: 2.000e-03, eta: 15:15:12, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3833, loss: 1.3833, grad_norm: 7.1437 2020-07-27 11:22:18,261 - mmaction - INFO - Epoch [79][1940/3757] lr: 2.000e-03, eta: 15:14:58, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3438, loss: 1.3438, grad_norm: 7.0572 2020-07-27 11:22:31,791 - mmaction - INFO - Epoch [79][1960/3757] lr: 2.000e-03, eta: 15:14:45, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.9302 2020-07-27 11:22:44,577 - mmaction - INFO - Epoch [79][1980/3757] lr: 2.000e-03, eta: 15:14:31, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3291, loss: 1.3291, grad_norm: 7.0311 2020-07-27 11:22:57,316 - mmaction - INFO - Epoch [79][2000/3757] lr: 2.000e-03, eta: 15:14:17, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3657, loss: 1.3657, grad_norm: 6.9257 2020-07-27 11:23:10,876 - mmaction - INFO - Epoch [79][2020/3757] lr: 2.000e-03, eta: 15:14:03, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.2903, loss: 1.2903, grad_norm: 6.8323 2020-07-27 11:23:23,837 - mmaction - INFO - Epoch [79][2040/3757] lr: 2.000e-03, eta: 15:13:50, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3471, loss: 1.3471, grad_norm: 7.1256 2020-07-27 11:23:36,784 - mmaction - INFO - Epoch [79][2060/3757] lr: 2.000e-03, eta: 15:13:36, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3406, loss: 1.3406, grad_norm: 6.7043 2020-07-27 11:23:50,032 - mmaction - INFO - Epoch [79][2080/3757] lr: 2.000e-03, eta: 15:13:22, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.3204, loss: 1.3204, grad_norm: 7.1346 2020-07-27 11:24:03,167 - mmaction - INFO - Epoch [79][2100/3757] lr: 2.000e-03, eta: 15:13:09, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.2994, loss: 1.2994, grad_norm: 6.8059 2020-07-27 11:24:16,929 - mmaction - INFO - Epoch [79][2120/3757] lr: 2.000e-03, eta: 15:12:55, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3616, loss: 1.3616, grad_norm: 6.9235 2020-07-27 11:24:29,701 - mmaction - INFO - Epoch [79][2140/3757] lr: 2.000e-03, eta: 15:12:41, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3767, loss: 1.3767, grad_norm: 6.7551 2020-07-27 11:24:42,507 - mmaction - INFO - Epoch [79][2160/3757] lr: 2.000e-03, eta: 15:12:27, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3599, loss: 1.3599, grad_norm: 6.8308 2020-07-27 11:24:55,257 - mmaction - INFO - Epoch [79][2180/3757] lr: 2.000e-03, eta: 15:12:13, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.9965 2020-07-27 11:25:08,503 - mmaction - INFO - Epoch [79][2200/3757] lr: 2.000e-03, eta: 15:12:00, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3844, loss: 1.3844, grad_norm: 6.9628 2020-07-27 11:25:21,576 - mmaction - INFO - Epoch [79][2220/3757] lr: 2.000e-03, eta: 15:11:46, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3403, loss: 1.3403, grad_norm: 7.0493 2020-07-27 11:25:35,189 - mmaction - INFO - Epoch [79][2240/3757] lr: 2.000e-03, eta: 15:11:32, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.9747 2020-07-27 11:25:47,857 - mmaction - INFO - Epoch [79][2260/3757] lr: 2.000e-03, eta: 15:11:19, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3298, loss: 1.3298, grad_norm: 6.8235 2020-07-27 11:26:02,178 - mmaction - INFO - Epoch [79][2280/3757] lr: 2.000e-03, eta: 15:11:05, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3443, loss: 1.3443, grad_norm: 6.9362 2020-07-27 11:26:15,567 - mmaction - INFO - Epoch [79][2300/3757] lr: 2.000e-03, eta: 15:10:51, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.2048 2020-07-27 11:26:29,016 - mmaction - INFO - Epoch [79][2320/3757] lr: 2.000e-03, eta: 15:10:38, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3659, loss: 1.3659, grad_norm: 6.8612 2020-07-27 11:26:42,496 - mmaction - INFO - Epoch [79][2340/3757] lr: 2.000e-03, eta: 15:10:24, time: 0.673, data_time: 0.004, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.3652, loss: 1.3652, grad_norm: 6.9649 2020-07-27 11:26:55,475 - mmaction - INFO - Epoch [79][2360/3757] lr: 2.000e-03, eta: 15:10:10, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2721, loss: 1.2721, grad_norm: 6.9550 2020-07-27 11:27:08,216 - mmaction - INFO - Epoch [79][2380/3757] lr: 2.000e-03, eta: 15:09:57, time: 0.637, data_time: 0.003, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3592, loss: 1.3592, grad_norm: 6.9484 2020-07-27 11:27:21,241 - mmaction - INFO - Epoch [79][2400/3757] lr: 2.000e-03, eta: 15:09:43, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.7695 2020-07-27 11:27:34,120 - mmaction - INFO - Epoch [79][2420/3757] lr: 2.000e-03, eta: 15:09:29, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4775, loss: 1.4775, grad_norm: 7.1152 2020-07-27 11:27:47,050 - mmaction - INFO - Epoch [79][2440/3757] lr: 2.000e-03, eta: 15:09:15, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3959, loss: 1.3959, grad_norm: 7.0562 2020-07-27 11:28:00,329 - mmaction - INFO - Epoch [79][2460/3757] lr: 2.000e-03, eta: 15:09:02, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.3053, loss: 1.3053, grad_norm: 6.8727 2020-07-27 11:28:13,428 - mmaction - INFO - Epoch [79][2480/3757] lr: 2.000e-03, eta: 15:08:48, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.1203 2020-07-27 11:28:26,094 - mmaction - INFO - Epoch [79][2500/3757] lr: 2.000e-03, eta: 15:08:34, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.0258 2020-07-27 11:28:40,011 - mmaction - INFO - Epoch [79][2520/3757] lr: 2.000e-03, eta: 15:08:20, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.0106 2020-07-27 11:28:52,360 - mmaction - INFO - Epoch [79][2540/3757] lr: 2.000e-03, eta: 15:08:06, time: 0.618, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.0585 2020-07-27 11:29:05,432 - mmaction - INFO - Epoch [79][2560/3757] lr: 2.000e-03, eta: 15:07:53, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3555, loss: 1.3555, grad_norm: 7.0923 2020-07-27 11:29:19,881 - mmaction - INFO - Epoch [79][2580/3757] lr: 2.000e-03, eta: 15:07:39, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.0065 2020-07-27 11:29:32,731 - mmaction - INFO - Epoch [79][2600/3757] lr: 2.000e-03, eta: 15:07:26, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3312, loss: 1.3312, grad_norm: 6.9464 2020-07-27 11:29:46,200 - mmaction - INFO - Epoch [79][2620/3757] lr: 2.000e-03, eta: 15:07:12, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.0494 2020-07-27 11:29:59,461 - mmaction - INFO - Epoch [79][2640/3757] lr: 2.000e-03, eta: 15:06:58, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.4065, loss: 1.4065, grad_norm: 7.2068 2020-07-27 11:30:12,633 - mmaction - INFO - Epoch [79][2660/3757] lr: 2.000e-03, eta: 15:06:45, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2917, loss: 1.2917, grad_norm: 6.8601 2020-07-27 11:30:25,503 - mmaction - INFO - Epoch [79][2680/3757] lr: 2.000e-03, eta: 15:06:31, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8695, loss_cls: 1.3640, loss: 1.3640, grad_norm: 7.0560 2020-07-27 11:30:38,557 - mmaction - INFO - Epoch [79][2700/3757] lr: 2.000e-03, eta: 15:06:17, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3124, loss: 1.3124, grad_norm: 7.1887 2020-07-27 11:30:52,154 - mmaction - INFO - Epoch [79][2720/3757] lr: 2.000e-03, eta: 15:06:03, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3554, loss: 1.3554, grad_norm: 6.8723 2020-07-27 11:31:05,786 - mmaction - INFO - Epoch [79][2740/3757] lr: 2.000e-03, eta: 15:05:50, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.2032 2020-07-27 11:31:18,451 - mmaction - INFO - Epoch [79][2760/3757] lr: 2.000e-03, eta: 15:05:36, time: 0.630, data_time: 0.005, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.9877 2020-07-27 11:31:32,077 - mmaction - INFO - Epoch [79][2780/3757] lr: 2.000e-03, eta: 15:05:22, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3333, loss: 1.3333, grad_norm: 6.7807 2020-07-27 11:31:45,130 - mmaction - INFO - Epoch [79][2800/3757] lr: 2.000e-03, eta: 15:05:09, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.9824 2020-07-27 11:31:58,679 - mmaction - INFO - Epoch [79][2820/3757] lr: 2.000e-03, eta: 15:04:55, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.7997 2020-07-27 11:32:11,265 - mmaction - INFO - Epoch [79][2840/3757] lr: 2.000e-03, eta: 15:04:41, time: 0.630, data_time: 0.002, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3642, loss: 1.3642, grad_norm: 6.8665 2020-07-27 11:32:24,106 - mmaction - INFO - Epoch [79][2860/3757] lr: 2.000e-03, eta: 15:04:27, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3173, loss: 1.3173, grad_norm: 7.0848 2020-07-27 11:32:36,941 - mmaction - INFO - Epoch [79][2880/3757] lr: 2.000e-03, eta: 15:04:13, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.0611 2020-07-27 11:32:49,982 - mmaction - INFO - Epoch [79][2900/3757] lr: 2.000e-03, eta: 15:04:00, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.0668 2020-07-27 11:33:03,182 - mmaction - INFO - Epoch [79][2920/3757] lr: 2.000e-03, eta: 15:03:46, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3122, loss: 1.3122, grad_norm: 6.7775 2020-07-27 11:33:16,116 - mmaction - INFO - Epoch [79][2940/3757] lr: 2.000e-03, eta: 15:03:32, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.7937 2020-07-27 11:33:29,018 - mmaction - INFO - Epoch [79][2960/3757] lr: 2.000e-03, eta: 15:03:18, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3461, loss: 1.3461, grad_norm: 7.0755 2020-07-27 11:33:42,528 - mmaction - INFO - Epoch [79][2980/3757] lr: 2.000e-03, eta: 15:03:05, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.7484 2020-07-27 11:33:55,380 - mmaction - INFO - Epoch [79][3000/3757] lr: 2.000e-03, eta: 15:02:51, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.9123 2020-07-27 11:34:09,044 - mmaction - INFO - Epoch [79][3020/3757] lr: 2.000e-03, eta: 15:02:37, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.0668 2020-07-27 11:34:21,666 - mmaction - INFO - Epoch [79][3040/3757] lr: 2.000e-03, eta: 15:02:24, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.2218 2020-07-27 11:34:34,388 - mmaction - INFO - Epoch [79][3060/3757] lr: 2.000e-03, eta: 15:02:10, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4195, loss: 1.4195, grad_norm: 7.0248 2020-07-27 11:34:47,278 - mmaction - INFO - Epoch [79][3080/3757] lr: 2.000e-03, eta: 15:01:56, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.3953, loss: 1.3953, grad_norm: 6.8188 2020-07-27 11:35:01,028 - mmaction - INFO - Epoch [79][3100/3757] lr: 2.000e-03, eta: 15:01:42, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3272, loss: 1.3272, grad_norm: 6.7776 2020-07-27 11:35:14,025 - mmaction - INFO - Epoch [79][3120/3757] lr: 2.000e-03, eta: 15:01:29, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.0439 2020-07-27 11:35:26,879 - mmaction - INFO - Epoch [79][3140/3757] lr: 2.000e-03, eta: 15:01:15, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.2310 2020-07-27 11:35:40,074 - mmaction - INFO - Epoch [79][3160/3757] lr: 2.000e-03, eta: 15:01:01, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.1416 2020-07-27 11:35:52,996 - mmaction - INFO - Epoch [79][3180/3757] lr: 2.000e-03, eta: 15:00:47, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.8352 2020-07-27 11:36:05,716 - mmaction - INFO - Epoch [79][3200/3757] lr: 2.000e-03, eta: 15:00:33, time: 0.643, data_time: 0.009, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.9055 2020-07-27 11:36:19,110 - mmaction - INFO - Epoch [79][3220/3757] lr: 2.000e-03, eta: 15:00:20, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.0574 2020-07-27 11:36:34,052 - mmaction - INFO - Epoch [79][3240/3757] lr: 2.000e-03, eta: 15:00:07, time: 0.751, data_time: 0.008, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3797, loss: 1.3797, grad_norm: 7.4308 2020-07-27 11:36:47,100 - mmaction - INFO - Epoch [79][3260/3757] lr: 2.000e-03, eta: 14:59:53, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.0817 2020-07-27 11:37:00,512 - mmaction - INFO - Epoch [79][3280/3757] lr: 2.000e-03, eta: 14:59:39, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.2458 2020-07-27 11:37:13,183 - mmaction - INFO - Epoch [79][3300/3757] lr: 2.000e-03, eta: 14:59:25, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4255, loss: 1.4255, grad_norm: 7.1356 2020-07-27 11:37:25,936 - mmaction - INFO - Epoch [79][3320/3757] lr: 2.000e-03, eta: 14:59:11, time: 0.638, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2926, loss: 1.2926, grad_norm: 7.0332 2020-07-27 11:37:39,345 - mmaction - INFO - Epoch [79][3340/3757] lr: 2.000e-03, eta: 14:58:58, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4101, loss: 1.4101, grad_norm: 7.1186 2020-07-27 11:37:52,512 - mmaction - INFO - Epoch [79][3360/3757] lr: 2.000e-03, eta: 14:58:44, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3685, loss: 1.3685, grad_norm: 7.0502 2020-07-27 11:38:05,605 - mmaction - INFO - Epoch [79][3380/3757] lr: 2.000e-03, eta: 14:58:30, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.9598 2020-07-27 11:38:19,116 - mmaction - INFO - Epoch [79][3400/3757] lr: 2.000e-03, eta: 14:58:17, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2871, loss: 1.2871, grad_norm: 6.7435 2020-07-27 11:38:31,855 - mmaction - INFO - Epoch [79][3420/3757] lr: 2.000e-03, eta: 14:58:03, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.3115 2020-07-27 11:38:45,436 - mmaction - INFO - Epoch [79][3440/3757] lr: 2.000e-03, eta: 14:57:49, time: 0.680, data_time: 0.002, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.0148 2020-07-27 11:38:58,196 - mmaction - INFO - Epoch [79][3460/3757] lr: 2.000e-03, eta: 14:57:35, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.2286 2020-07-27 11:39:11,020 - mmaction - INFO - Epoch [79][3480/3757] lr: 2.000e-03, eta: 14:57:22, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.1669 2020-07-27 11:39:24,905 - mmaction - INFO - Epoch [79][3500/3757] lr: 2.000e-03, eta: 14:57:08, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3518, loss: 1.3518, grad_norm: 6.9519 2020-07-27 11:39:38,067 - mmaction - INFO - Epoch [79][3520/3757] lr: 2.000e-03, eta: 14:56:54, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.3620, loss: 1.3620, grad_norm: 6.9287 2020-07-27 11:39:52,042 - mmaction - INFO - Epoch [79][3540/3757] lr: 2.000e-03, eta: 14:56:41, time: 0.700, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3801, loss: 1.3801, grad_norm: 6.8841 2020-07-27 11:40:04,876 - mmaction - INFO - Epoch [79][3560/3757] lr: 2.000e-03, eta: 14:56:27, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.4562, loss: 1.4562, grad_norm: 7.0725 2020-07-27 11:40:18,204 - mmaction - INFO - Epoch [79][3580/3757] lr: 2.000e-03, eta: 14:56:13, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3839, loss: 1.3839, grad_norm: 6.9590 2020-07-27 11:40:31,005 - mmaction - INFO - Epoch [79][3600/3757] lr: 2.000e-03, eta: 14:56:00, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.6205 2020-07-27 11:40:44,744 - mmaction - INFO - Epoch [79][3620/3757] lr: 2.000e-03, eta: 14:55:46, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8672, loss_cls: 1.3432, loss: 1.3432, grad_norm: 7.0058 2020-07-27 11:40:57,791 - mmaction - INFO - Epoch [79][3640/3757] lr: 2.000e-03, eta: 14:55:32, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3350, loss: 1.3350, grad_norm: 7.0042 2020-07-27 11:41:10,364 - mmaction - INFO - Epoch [79][3660/3757] lr: 2.000e-03, eta: 14:55:18, time: 0.629, data_time: 0.002, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3909, loss: 1.3909, grad_norm: 7.1818 2020-07-27 11:41:23,784 - mmaction - INFO - Epoch [79][3680/3757] lr: 2.000e-03, eta: 14:55:05, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4050, loss: 1.4050, grad_norm: 7.2017 2020-07-27 11:41:37,177 - mmaction - INFO - Epoch [79][3700/3757] lr: 2.000e-03, eta: 14:54:51, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4051, loss: 1.4051, grad_norm: 6.9652 2020-07-27 11:41:50,938 - mmaction - INFO - Epoch [79][3720/3757] lr: 2.000e-03, eta: 14:54:38, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8625, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.0005 2020-07-27 11:42:03,648 - mmaction - INFO - Epoch [79][3740/3757] lr: 2.000e-03, eta: 14:54:24, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3070, loss: 1.3070, grad_norm: 6.8369 2020-07-27 11:42:15,489 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-07-27 11:42:37,135 - mmaction - INFO - Epoch [80][20/3757] lr: 2.000e-03, eta: 14:53:57, time: 0.978, data_time: 0.333, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.3078, loss: 1.3078, grad_norm: 6.8698 2020-07-27 11:42:49,501 - mmaction - INFO - Epoch [80][40/3757] lr: 2.000e-03, eta: 14:53:43, time: 0.618, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.8705 2020-07-27 11:43:01,924 - mmaction - INFO - Epoch [80][60/3757] lr: 2.000e-03, eta: 14:53:29, time: 0.622, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.7863 2020-07-27 11:43:15,045 - mmaction - INFO - Epoch [80][80/3757] lr: 2.000e-03, eta: 14:53:16, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.8060 2020-07-27 11:43:28,664 - mmaction - INFO - Epoch [80][100/3757] lr: 2.000e-03, eta: 14:53:02, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.0100 2020-07-27 11:43:42,060 - mmaction - INFO - Epoch [80][120/3757] lr: 2.000e-03, eta: 14:52:48, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.2247 2020-07-27 11:43:54,576 - mmaction - INFO - Epoch [80][140/3757] lr: 2.000e-03, eta: 14:52:34, time: 0.622, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.3021, loss: 1.3021, grad_norm: 6.7130 2020-07-27 11:44:07,449 - mmaction - INFO - Epoch [80][160/3757] lr: 2.000e-03, eta: 14:52:21, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.0857 2020-07-27 11:44:20,386 - mmaction - INFO - Epoch [80][180/3757] lr: 2.000e-03, eta: 14:52:07, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.8320 2020-07-27 11:44:33,032 - mmaction - INFO - Epoch [80][200/3757] lr: 2.000e-03, eta: 14:51:53, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3356, loss: 1.3356, grad_norm: 7.0781 2020-07-27 11:44:46,672 - mmaction - INFO - Epoch [80][220/3757] lr: 2.000e-03, eta: 14:51:39, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3813, loss: 1.3813, grad_norm: 7.1425 2020-07-27 11:45:00,190 - mmaction - INFO - Epoch [80][240/3757] lr: 2.000e-03, eta: 14:51:26, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2943, loss: 1.2943, grad_norm: 7.0440 2020-07-27 11:45:13,038 - mmaction - INFO - Epoch [80][260/3757] lr: 2.000e-03, eta: 14:51:12, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4159, loss: 1.4159, grad_norm: 7.0568 2020-07-27 11:45:26,760 - mmaction - INFO - Epoch [80][280/3757] lr: 2.000e-03, eta: 14:50:58, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8711, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.0114 2020-07-27 11:45:40,141 - mmaction - INFO - Epoch [80][300/3757] lr: 2.000e-03, eta: 14:50:45, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.8357 2020-07-27 11:45:53,019 - mmaction - INFO - Epoch [80][320/3757] lr: 2.000e-03, eta: 14:50:31, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.7299 2020-07-27 11:46:06,493 - mmaction - INFO - Epoch [80][340/3757] lr: 2.000e-03, eta: 14:50:17, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8742, loss_cls: 1.2936, loss: 1.2936, grad_norm: 6.9699 2020-07-27 11:46:20,095 - mmaction - INFO - Epoch [80][360/3757] lr: 2.000e-03, eta: 14:50:04, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.1244 2020-07-27 11:46:33,322 - mmaction - INFO - Epoch [80][380/3757] lr: 2.000e-03, eta: 14:49:50, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8500, loss_cls: 1.3349, loss: 1.3349, grad_norm: 6.7825 2020-07-27 11:46:46,157 - mmaction - INFO - Epoch [80][400/3757] lr: 2.000e-03, eta: 14:49:36, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.7885 2020-07-27 11:47:00,233 - mmaction - INFO - Epoch [80][420/3757] lr: 2.000e-03, eta: 14:49:23, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.9579 2020-07-27 11:47:12,858 - mmaction - INFO - Epoch [80][440/3757] lr: 2.000e-03, eta: 14:49:09, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.0584 2020-07-27 11:47:25,682 - mmaction - INFO - Epoch [80][460/3757] lr: 2.000e-03, eta: 14:48:55, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.2834, loss: 1.2834, grad_norm: 6.6934 2020-07-27 11:47:39,282 - mmaction - INFO - Epoch [80][480/3757] lr: 2.000e-03, eta: 14:48:41, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.0559 2020-07-27 11:47:52,551 - mmaction - INFO - Epoch [80][500/3757] lr: 2.000e-03, eta: 14:48:28, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.4353 2020-07-27 11:48:06,265 - mmaction - INFO - Epoch [80][520/3757] lr: 2.000e-03, eta: 14:48:14, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3209, loss: 1.3209, grad_norm: 7.1508 2020-07-27 11:48:19,182 - mmaction - INFO - Epoch [80][540/3757] lr: 2.000e-03, eta: 14:48:00, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.2717 2020-07-27 11:48:32,014 - mmaction - INFO - Epoch [80][560/3757] lr: 2.000e-03, eta: 14:47:47, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.2053 2020-07-27 11:48:45,142 - mmaction - INFO - Epoch [80][580/3757] lr: 2.000e-03, eta: 14:47:33, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.9150 2020-07-27 11:48:58,591 - mmaction - INFO - Epoch [80][600/3757] lr: 2.000e-03, eta: 14:47:19, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8812, loss_cls: 1.3031, loss: 1.3031, grad_norm: 6.9328 2020-07-27 11:49:11,509 - mmaction - INFO - Epoch [80][620/3757] lr: 2.000e-03, eta: 14:47:05, time: 0.646, data_time: 0.002, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.8853 2020-07-27 11:49:24,809 - mmaction - INFO - Epoch [80][640/3757] lr: 2.000e-03, eta: 14:46:52, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3295, loss: 1.3295, grad_norm: 6.9990 2020-07-27 11:49:37,544 - mmaction - INFO - Epoch [80][660/3757] lr: 2.000e-03, eta: 14:46:38, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3558, loss: 1.3558, grad_norm: 6.8882 2020-07-27 11:49:50,450 - mmaction - INFO - Epoch [80][680/3757] lr: 2.000e-03, eta: 14:46:24, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3125, loss: 1.3125, grad_norm: 6.9215 2020-07-27 11:50:04,151 - mmaction - INFO - Epoch [80][700/3757] lr: 2.000e-03, eta: 14:46:11, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3711, loss: 1.3711, grad_norm: 7.0502 2020-07-27 11:50:18,079 - mmaction - INFO - Epoch [80][720/3757] lr: 2.000e-03, eta: 14:45:57, time: 0.696, data_time: 0.002, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.0006 2020-07-27 11:50:30,897 - mmaction - INFO - Epoch [80][740/3757] lr: 2.000e-03, eta: 14:45:43, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.6780 2020-07-27 11:50:43,502 - mmaction - INFO - Epoch [80][760/3757] lr: 2.000e-03, eta: 14:45:29, time: 0.630, data_time: 0.003, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2801, loss: 1.2801, grad_norm: 6.5990 2020-07-27 11:50:56,524 - mmaction - INFO - Epoch [80][780/3757] lr: 2.000e-03, eta: 14:45:16, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2783, loss: 1.2783, grad_norm: 6.7703 2020-07-27 11:51:09,402 - mmaction - INFO - Epoch [80][800/3757] lr: 2.000e-03, eta: 14:45:02, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3888, loss: 1.3888, grad_norm: 6.9860 2020-07-27 11:51:23,004 - mmaction - INFO - Epoch [80][820/3757] lr: 2.000e-03, eta: 14:44:48, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.9199 2020-07-27 11:51:35,655 - mmaction - INFO - Epoch [80][840/3757] lr: 2.000e-03, eta: 14:44:34, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.9097 2020-07-27 11:51:49,173 - mmaction - INFO - Epoch [80][860/3757] lr: 2.000e-03, eta: 14:44:21, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.1199 2020-07-27 11:52:02,255 - mmaction - INFO - Epoch [80][880/3757] lr: 2.000e-03, eta: 14:44:07, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3680, loss: 1.3680, grad_norm: 7.1565 2020-07-27 11:52:16,640 - mmaction - INFO - Epoch [80][900/3757] lr: 2.000e-03, eta: 14:43:54, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3814, loss: 1.3814, grad_norm: 6.9533 2020-07-27 11:52:29,437 - mmaction - INFO - Epoch [80][920/3757] lr: 2.000e-03, eta: 14:43:40, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.8683 2020-07-27 11:52:42,162 - mmaction - INFO - Epoch [80][940/3757] lr: 2.000e-03, eta: 14:43:26, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.9818 2020-07-27 11:52:56,611 - mmaction - INFO - Epoch [80][960/3757] lr: 2.000e-03, eta: 14:43:13, time: 0.725, data_time: 0.008, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4326, loss: 1.4326, grad_norm: 6.9700 2020-07-27 11:53:09,589 - mmaction - INFO - Epoch [80][980/3757] lr: 2.000e-03, eta: 14:42:59, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3014, loss: 1.3014, grad_norm: 6.8983 2020-07-27 11:53:23,310 - mmaction - INFO - Epoch [80][1000/3757] lr: 2.000e-03, eta: 14:42:45, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3690, loss: 1.3690, grad_norm: 7.0643 2020-07-27 11:53:36,791 - mmaction - INFO - Epoch [80][1020/3757] lr: 2.000e-03, eta: 14:42:32, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.2357 2020-07-27 11:53:50,179 - mmaction - INFO - Epoch [80][1040/3757] lr: 2.000e-03, eta: 14:42:18, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3883, loss: 1.3883, grad_norm: 7.3455 2020-07-27 11:54:03,658 - mmaction - INFO - Epoch [80][1060/3757] lr: 2.000e-03, eta: 14:42:04, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3688, loss: 1.3688, grad_norm: 7.0200 2020-07-27 11:54:17,036 - mmaction - INFO - Epoch [80][1080/3757] lr: 2.000e-03, eta: 14:41:51, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2876, loss: 1.2876, grad_norm: 6.8720 2020-07-27 11:54:29,615 - mmaction - INFO - Epoch [80][1100/3757] lr: 2.000e-03, eta: 14:41:37, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.0812 2020-07-27 11:54:42,622 - mmaction - INFO - Epoch [80][1120/3757] lr: 2.000e-03, eta: 14:41:23, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2611, loss: 1.2611, grad_norm: 6.8053 2020-07-27 11:54:55,421 - mmaction - INFO - Epoch [80][1140/3757] lr: 2.000e-03, eta: 14:41:09, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3506, loss: 1.3506, grad_norm: 7.0164 2020-07-27 11:55:09,504 - mmaction - INFO - Epoch [80][1160/3757] lr: 2.000e-03, eta: 14:40:56, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3765, loss: 1.3765, grad_norm: 7.1303 2020-07-27 11:55:22,085 - mmaction - INFO - Epoch [80][1180/3757] lr: 2.000e-03, eta: 14:40:42, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4584, loss: 1.4584, grad_norm: 7.1029 2020-07-27 11:55:35,338 - mmaction - INFO - Epoch [80][1200/3757] lr: 2.000e-03, eta: 14:40:28, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.8656 2020-07-27 11:55:48,723 - mmaction - INFO - Epoch [80][1220/3757] lr: 2.000e-03, eta: 14:40:15, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.7132 2020-07-27 11:56:02,976 - mmaction - INFO - Epoch [80][1240/3757] lr: 2.000e-03, eta: 14:40:01, time: 0.713, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3078, loss: 1.3078, grad_norm: 6.8800 2020-07-27 11:56:15,318 - mmaction - INFO - Epoch [80][1260/3757] lr: 2.000e-03, eta: 14:39:47, time: 0.618, data_time: 0.003, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2796, loss: 1.2796, grad_norm: 7.0881 2020-07-27 11:56:28,446 - mmaction - INFO - Epoch [80][1280/3757] lr: 2.000e-03, eta: 14:39:34, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3233, loss: 1.3233, grad_norm: 6.9110 2020-07-27 11:56:43,240 - mmaction - INFO - Epoch [80][1300/3757] lr: 2.000e-03, eta: 14:39:20, time: 0.741, data_time: 0.005, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3808, loss: 1.3808, grad_norm: 7.1487 2020-07-27 11:56:56,671 - mmaction - INFO - Epoch [80][1320/3757] lr: 2.000e-03, eta: 14:39:07, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.3354, loss: 1.3354, grad_norm: 7.1161 2020-07-27 11:57:10,308 - mmaction - INFO - Epoch [80][1340/3757] lr: 2.000e-03, eta: 14:38:53, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.9870 2020-07-27 11:57:22,873 - mmaction - INFO - Epoch [80][1360/3757] lr: 2.000e-03, eta: 14:38:39, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.3004, loss: 1.3004, grad_norm: 6.8753 2020-07-27 11:57:36,362 - mmaction - INFO - Epoch [80][1380/3757] lr: 2.000e-03, eta: 14:38:26, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.3900, loss: 1.3900, grad_norm: 7.1852 2020-07-27 11:57:49,271 - mmaction - INFO - Epoch [80][1400/3757] lr: 2.000e-03, eta: 14:38:12, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.0597 2020-07-27 11:58:02,642 - mmaction - INFO - Epoch [80][1420/3757] lr: 2.000e-03, eta: 14:37:58, time: 0.669, data_time: 0.002, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.0097 2020-07-27 11:58:15,847 - mmaction - INFO - Epoch [80][1440/3757] lr: 2.000e-03, eta: 14:37:44, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3493, loss: 1.3493, grad_norm: 7.0901 2020-07-27 11:58:29,863 - mmaction - INFO - Epoch [80][1460/3757] lr: 2.000e-03, eta: 14:37:31, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.9786 2020-07-27 11:58:42,555 - mmaction - INFO - Epoch [80][1480/3757] lr: 2.000e-03, eta: 14:37:17, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2608, loss: 1.2608, grad_norm: 7.0908 2020-07-27 11:58:55,480 - mmaction - INFO - Epoch [80][1500/3757] lr: 2.000e-03, eta: 14:37:03, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.1195 2020-07-27 11:59:08,515 - mmaction - INFO - Epoch [80][1520/3757] lr: 2.000e-03, eta: 14:36:50, time: 0.652, data_time: 0.002, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.0969 2020-07-27 11:59:21,980 - mmaction - INFO - Epoch [80][1540/3757] lr: 2.000e-03, eta: 14:36:36, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.8715 2020-07-27 11:59:35,340 - mmaction - INFO - Epoch [80][1560/3757] lr: 2.000e-03, eta: 14:36:22, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8758, loss_cls: 1.3115, loss: 1.3115, grad_norm: 7.0008 2020-07-27 11:59:48,858 - mmaction - INFO - Epoch [80][1580/3757] lr: 2.000e-03, eta: 14:36:09, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.7815 2020-07-27 12:00:06,906 - mmaction - INFO - Epoch [80][1600/3757] lr: 2.000e-03, eta: 14:35:56, time: 0.893, data_time: 0.003, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.7975 2020-07-27 12:00:19,183 - mmaction - INFO - Epoch [80][1620/3757] lr: 2.000e-03, eta: 14:35:42, time: 0.623, data_time: 0.015, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8672, loss_cls: 1.3530, loss: 1.3530, grad_norm: 7.0041 2020-07-27 12:00:32,392 - mmaction - INFO - Epoch [80][1640/3757] lr: 2.000e-03, eta: 14:35:29, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.3766, loss: 1.3766, grad_norm: 7.1030 2020-07-27 12:00:46,122 - mmaction - INFO - Epoch [80][1660/3757] lr: 2.000e-03, eta: 14:35:15, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3165, loss: 1.3165, grad_norm: 7.0738 2020-07-27 12:00:58,792 - mmaction - INFO - Epoch [80][1680/3757] lr: 2.000e-03, eta: 14:35:01, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.0219 2020-07-27 12:01:11,658 - mmaction - INFO - Epoch [80][1700/3757] lr: 2.000e-03, eta: 14:34:47, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3907, loss: 1.3907, grad_norm: 6.9790 2020-07-27 12:01:25,005 - mmaction - INFO - Epoch [80][1720/3757] lr: 2.000e-03, eta: 14:34:34, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2733, loss: 1.2733, grad_norm: 6.8848 2020-07-27 12:01:38,931 - mmaction - INFO - Epoch [80][1740/3757] lr: 2.000e-03, eta: 14:34:20, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3649, loss: 1.3649, grad_norm: 6.9771 2020-07-27 12:01:52,056 - mmaction - INFO - Epoch [80][1760/3757] lr: 2.000e-03, eta: 14:34:07, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2825, loss: 1.2825, grad_norm: 7.0298 2020-07-27 12:02:05,615 - mmaction - INFO - Epoch [80][1780/3757] lr: 2.000e-03, eta: 14:33:53, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8766, loss_cls: 1.2327, loss: 1.2327, grad_norm: 6.7461 2020-07-27 12:02:19,092 - mmaction - INFO - Epoch [80][1800/3757] lr: 2.000e-03, eta: 14:33:39, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3665, loss: 1.3665, grad_norm: 7.3052 2020-07-27 12:02:32,559 - mmaction - INFO - Epoch [80][1820/3757] lr: 2.000e-03, eta: 14:33:26, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.1135 2020-07-27 12:02:45,325 - mmaction - INFO - Epoch [80][1840/3757] lr: 2.000e-03, eta: 14:33:12, time: 0.636, data_time: 0.002, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8555, loss_cls: 1.2903, loss: 1.2903, grad_norm: 6.8456 2020-07-27 12:02:58,026 - mmaction - INFO - Epoch [80][1860/3757] lr: 2.000e-03, eta: 14:32:58, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.2946, loss: 1.2946, grad_norm: 6.8888 2020-07-27 12:03:11,246 - mmaction - INFO - Epoch [80][1880/3757] lr: 2.000e-03, eta: 14:32:44, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3687, loss: 1.3687, grad_norm: 7.1193 2020-07-27 12:03:24,550 - mmaction - INFO - Epoch [80][1900/3757] lr: 2.000e-03, eta: 14:32:31, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.8803 2020-07-27 12:03:38,163 - mmaction - INFO - Epoch [80][1920/3757] lr: 2.000e-03, eta: 14:32:17, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.9882 2020-07-27 12:03:50,918 - mmaction - INFO - Epoch [80][1940/3757] lr: 2.000e-03, eta: 14:32:03, time: 0.635, data_time: 0.004, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.0301 2020-07-27 12:04:04,484 - mmaction - INFO - Epoch [80][1960/3757] lr: 2.000e-03, eta: 14:31:50, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.1370 2020-07-27 12:04:17,386 - mmaction - INFO - Epoch [80][1980/3757] lr: 2.000e-03, eta: 14:31:36, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.8303 2020-07-27 12:04:31,081 - mmaction - INFO - Epoch [80][2000/3757] lr: 2.000e-03, eta: 14:31:22, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.1981 2020-07-27 12:04:43,963 - mmaction - INFO - Epoch [80][2020/3757] lr: 2.000e-03, eta: 14:31:09, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.1592 2020-07-27 12:04:57,550 - mmaction - INFO - Epoch [80][2040/3757] lr: 2.000e-03, eta: 14:30:55, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.1585 2020-07-27 12:05:10,774 - mmaction - INFO - Epoch [80][2060/3757] lr: 2.000e-03, eta: 14:30:41, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.3563, loss: 1.3563, grad_norm: 7.1952 2020-07-27 12:05:24,686 - mmaction - INFO - Epoch [80][2080/3757] lr: 2.000e-03, eta: 14:30:28, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4215, loss: 1.4215, grad_norm: 7.2479 2020-07-27 12:05:37,321 - mmaction - INFO - Epoch [80][2100/3757] lr: 2.000e-03, eta: 14:30:14, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.1474 2020-07-27 12:05:49,920 - mmaction - INFO - Epoch [80][2120/3757] lr: 2.000e-03, eta: 14:30:00, time: 0.631, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3303, loss: 1.3303, grad_norm: 6.8779 2020-07-27 12:06:03,668 - mmaction - INFO - Epoch [80][2140/3757] lr: 2.000e-03, eta: 14:29:46, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.2345 2020-07-27 12:06:16,643 - mmaction - INFO - Epoch [80][2160/3757] lr: 2.000e-03, eta: 14:29:33, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3773, loss: 1.3773, grad_norm: 7.0197 2020-07-27 12:06:29,341 - mmaction - INFO - Epoch [80][2180/3757] lr: 2.000e-03, eta: 14:29:19, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.3266, loss: 1.3266, grad_norm: 6.9403 2020-07-27 12:06:42,853 - mmaction - INFO - Epoch [80][2200/3757] lr: 2.000e-03, eta: 14:29:05, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.3929, loss: 1.3929, grad_norm: 6.8400 2020-07-27 12:06:55,778 - mmaction - INFO - Epoch [80][2220/3757] lr: 2.000e-03, eta: 14:28:51, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.9450 2020-07-27 12:07:09,247 - mmaction - INFO - Epoch [80][2240/3757] lr: 2.000e-03, eta: 14:28:38, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3161, loss: 1.3161, grad_norm: 6.9115 2020-07-27 12:07:22,023 - mmaction - INFO - Epoch [80][2260/3757] lr: 2.000e-03, eta: 14:28:24, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3474, loss: 1.3474, grad_norm: 7.0869 2020-07-27 12:07:35,957 - mmaction - INFO - Epoch [80][2280/3757] lr: 2.000e-03, eta: 14:28:11, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.2605 2020-07-27 12:07:48,686 - mmaction - INFO - Epoch [80][2300/3757] lr: 2.000e-03, eta: 14:27:57, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.2193 2020-07-27 12:08:01,893 - mmaction - INFO - Epoch [80][2320/3757] lr: 2.000e-03, eta: 14:27:43, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.6147 2020-07-27 12:08:15,065 - mmaction - INFO - Epoch [80][2340/3757] lr: 2.000e-03, eta: 14:27:29, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.9161 2020-07-27 12:08:28,124 - mmaction - INFO - Epoch [80][2360/3757] lr: 2.000e-03, eta: 14:27:16, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.3932, loss: 1.3932, grad_norm: 6.9063 2020-07-27 12:08:41,193 - mmaction - INFO - Epoch [80][2380/3757] lr: 2.000e-03, eta: 14:27:02, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.0930 2020-07-27 12:08:54,539 - mmaction - INFO - Epoch [80][2400/3757] lr: 2.000e-03, eta: 14:26:48, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.0395 2020-07-27 12:09:08,186 - mmaction - INFO - Epoch [80][2420/3757] lr: 2.000e-03, eta: 14:26:35, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3795, loss: 1.3795, grad_norm: 7.0364 2020-07-27 12:09:21,007 - mmaction - INFO - Epoch [80][2440/3757] lr: 2.000e-03, eta: 14:26:21, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6406, top5_acc: 0.8641, loss_cls: 1.4037, loss: 1.4037, grad_norm: 7.3282 2020-07-27 12:09:34,626 - mmaction - INFO - Epoch [80][2460/3757] lr: 2.000e-03, eta: 14:26:07, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.2605 2020-07-27 12:09:47,625 - mmaction - INFO - Epoch [80][2480/3757] lr: 2.000e-03, eta: 14:25:53, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4023, loss: 1.4023, grad_norm: 7.1598 2020-07-27 12:10:01,075 - mmaction - INFO - Epoch [80][2500/3757] lr: 2.000e-03, eta: 14:25:40, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.0021 2020-07-27 12:10:14,675 - mmaction - INFO - Epoch [80][2520/3757] lr: 2.000e-03, eta: 14:25:26, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3715, loss: 1.3715, grad_norm: 7.0249 2020-07-27 12:10:28,049 - mmaction - INFO - Epoch [80][2540/3757] lr: 2.000e-03, eta: 14:25:13, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.1123 2020-07-27 12:10:41,318 - mmaction - INFO - Epoch [80][2560/3757] lr: 2.000e-03, eta: 14:24:59, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.9652 2020-07-27 12:10:54,425 - mmaction - INFO - Epoch [80][2580/3757] lr: 2.000e-03, eta: 14:24:45, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.0127 2020-07-27 12:11:07,280 - mmaction - INFO - Epoch [80][2600/3757] lr: 2.000e-03, eta: 14:24:31, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3808, loss: 1.3808, grad_norm: 7.0280 2020-07-27 12:11:21,082 - mmaction - INFO - Epoch [80][2620/3757] lr: 2.000e-03, eta: 14:24:18, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.2899, loss: 1.2899, grad_norm: 6.9051 2020-07-27 12:11:34,950 - mmaction - INFO - Epoch [80][2640/3757] lr: 2.000e-03, eta: 14:24:04, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.1435 2020-07-27 12:11:47,415 - mmaction - INFO - Epoch [80][2660/3757] lr: 2.000e-03, eta: 14:23:50, time: 0.624, data_time: 0.005, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.2891, loss: 1.2891, grad_norm: 6.8691 2020-07-27 12:12:00,416 - mmaction - INFO - Epoch [80][2680/3757] lr: 2.000e-03, eta: 14:23:37, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3352, loss: 1.3352, grad_norm: 7.0179 2020-07-27 12:12:13,190 - mmaction - INFO - Epoch [80][2700/3757] lr: 2.000e-03, eta: 14:23:23, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6430, top5_acc: 0.8594, loss_cls: 1.3848, loss: 1.3848, grad_norm: 7.1672 2020-07-27 12:12:26,258 - mmaction - INFO - Epoch [80][2720/3757] lr: 2.000e-03, eta: 14:23:09, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.8986 2020-07-27 12:12:39,394 - mmaction - INFO - Epoch [80][2740/3757] lr: 2.000e-03, eta: 14:22:55, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.3777, loss: 1.3777, grad_norm: 7.0031 2020-07-27 12:12:53,609 - mmaction - INFO - Epoch [80][2760/3757] lr: 2.000e-03, eta: 14:22:42, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.2876, loss: 1.2876, grad_norm: 6.7237 2020-07-27 12:13:06,934 - mmaction - INFO - Epoch [80][2780/3757] lr: 2.000e-03, eta: 14:22:28, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.3835, loss: 1.3835, grad_norm: 7.1166 2020-07-27 12:13:20,514 - mmaction - INFO - Epoch [80][2800/3757] lr: 2.000e-03, eta: 14:22:15, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3543, loss: 1.3543, grad_norm: 7.0599 2020-07-27 12:13:33,860 - mmaction - INFO - Epoch [80][2820/3757] lr: 2.000e-03, eta: 14:22:01, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2825, loss: 1.2825, grad_norm: 6.8798 2020-07-27 12:13:47,456 - mmaction - INFO - Epoch [80][2840/3757] lr: 2.000e-03, eta: 14:21:47, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.8764 2020-07-27 12:14:00,401 - mmaction - INFO - Epoch [80][2860/3757] lr: 2.000e-03, eta: 14:21:34, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3679, loss: 1.3679, grad_norm: 7.1504 2020-07-27 12:14:13,312 - mmaction - INFO - Epoch [80][2880/3757] lr: 2.000e-03, eta: 14:21:20, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.3915, loss: 1.3915, grad_norm: 7.2105 2020-07-27 12:14:27,443 - mmaction - INFO - Epoch [80][2900/3757] lr: 2.000e-03, eta: 14:21:06, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4021, loss: 1.4021, grad_norm: 7.2973 2020-07-27 12:14:39,889 - mmaction - INFO - Epoch [80][2920/3757] lr: 2.000e-03, eta: 14:20:53, time: 0.622, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.2996, loss: 1.2996, grad_norm: 6.8848 2020-07-27 12:14:52,970 - mmaction - INFO - Epoch [80][2940/3757] lr: 2.000e-03, eta: 14:20:39, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3484, loss: 1.3484, grad_norm: 6.9643 2020-07-27 12:15:06,094 - mmaction - INFO - Epoch [80][2960/3757] lr: 2.000e-03, eta: 14:20:25, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3400, loss: 1.3400, grad_norm: 6.8938 2020-07-27 12:15:19,166 - mmaction - INFO - Epoch [80][2980/3757] lr: 2.000e-03, eta: 14:20:11, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.1027 2020-07-27 12:15:33,084 - mmaction - INFO - Epoch [80][3000/3757] lr: 2.000e-03, eta: 14:19:58, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.8206 2020-07-27 12:15:46,588 - mmaction - INFO - Epoch [80][3020/3757] lr: 2.000e-03, eta: 14:19:44, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.0388 2020-07-27 12:15:59,879 - mmaction - INFO - Epoch [80][3040/3757] lr: 2.000e-03, eta: 14:19:31, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.0775 2020-07-27 12:16:13,325 - mmaction - INFO - Epoch [80][3060/3757] lr: 2.000e-03, eta: 14:19:17, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.4970, loss: 1.4970, grad_norm: 7.2636 2020-07-27 12:16:26,913 - mmaction - INFO - Epoch [80][3080/3757] lr: 2.000e-03, eta: 14:19:03, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.0090 2020-07-27 12:16:40,254 - mmaction - INFO - Epoch [80][3100/3757] lr: 2.000e-03, eta: 14:18:50, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.3211, loss: 1.3211, grad_norm: 7.1926 2020-07-27 12:16:53,055 - mmaction - INFO - Epoch [80][3120/3757] lr: 2.000e-03, eta: 14:18:36, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3879, loss: 1.3879, grad_norm: 6.9637 2020-07-27 12:17:06,471 - mmaction - INFO - Epoch [80][3140/3757] lr: 2.000e-03, eta: 14:18:22, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8695, loss_cls: 1.3124, loss: 1.3124, grad_norm: 6.8600 2020-07-27 12:17:20,395 - mmaction - INFO - Epoch [80][3160/3757] lr: 2.000e-03, eta: 14:18:09, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3701, loss: 1.3701, grad_norm: 7.0380 2020-07-27 12:17:33,093 - mmaction - INFO - Epoch [80][3180/3757] lr: 2.000e-03, eta: 14:17:55, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3758, loss: 1.3758, grad_norm: 7.1752 2020-07-27 12:17:47,183 - mmaction - INFO - Epoch [80][3200/3757] lr: 2.000e-03, eta: 14:17:41, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3767, loss: 1.3767, grad_norm: 7.3421 2020-07-27 12:18:00,436 - mmaction - INFO - Epoch [80][3220/3757] lr: 2.000e-03, eta: 14:17:28, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.0436 2020-07-27 12:18:13,546 - mmaction - INFO - Epoch [80][3240/3757] lr: 2.000e-03, eta: 14:17:14, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.3575 2020-07-27 12:18:26,540 - mmaction - INFO - Epoch [80][3260/3757] lr: 2.000e-03, eta: 14:17:00, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.1965 2020-07-27 12:18:39,324 - mmaction - INFO - Epoch [80][3280/3757] lr: 2.000e-03, eta: 14:16:46, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.0174 2020-07-27 12:18:52,291 - mmaction - INFO - Epoch [80][3300/3757] lr: 2.000e-03, eta: 14:16:33, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8430, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.0174 2020-07-27 12:19:05,114 - mmaction - INFO - Epoch [80][3320/3757] lr: 2.000e-03, eta: 14:16:19, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8555, loss_cls: 1.3201, loss: 1.3201, grad_norm: 6.8527 2020-07-27 12:19:18,665 - mmaction - INFO - Epoch [80][3340/3757] lr: 2.000e-03, eta: 14:16:05, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.0862 2020-07-27 12:19:32,502 - mmaction - INFO - Epoch [80][3360/3757] lr: 2.000e-03, eta: 14:15:52, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3406, loss: 1.3406, grad_norm: 6.8693 2020-07-27 12:19:45,494 - mmaction - INFO - Epoch [80][3380/3757] lr: 2.000e-03, eta: 14:15:38, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.1993 2020-07-27 12:19:58,430 - mmaction - INFO - Epoch [80][3400/3757] lr: 2.000e-03, eta: 14:15:24, time: 0.645, data_time: 0.009, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.3321, loss: 1.3321, grad_norm: 7.0522 2020-07-27 12:20:12,289 - mmaction - INFO - Epoch [80][3420/3757] lr: 2.000e-03, eta: 14:15:11, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.0317 2020-07-27 12:20:25,110 - mmaction - INFO - Epoch [80][3440/3757] lr: 2.000e-03, eta: 14:14:57, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3528, loss: 1.3528, grad_norm: 6.9721 2020-07-27 12:20:38,060 - mmaction - INFO - Epoch [80][3460/3757] lr: 2.000e-03, eta: 14:14:43, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.3153, loss: 1.3153, grad_norm: 6.7640 2020-07-27 12:20:51,003 - mmaction - INFO - Epoch [80][3480/3757] lr: 2.000e-03, eta: 14:14:29, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.2039 2020-07-27 12:21:04,053 - mmaction - INFO - Epoch [80][3500/3757] lr: 2.000e-03, eta: 14:14:16, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.9965 2020-07-27 12:21:17,910 - mmaction - INFO - Epoch [80][3520/3757] lr: 2.000e-03, eta: 14:14:02, time: 0.693, data_time: 0.002, memory: 7079, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.1415 2020-07-27 12:21:31,232 - mmaction - INFO - Epoch [80][3540/3757] lr: 2.000e-03, eta: 14:13:48, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5284, loss: 1.5284, grad_norm: 7.1795 2020-07-27 12:21:44,765 - mmaction - INFO - Epoch [80][3560/3757] lr: 2.000e-03, eta: 14:13:35, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.0460 2020-07-27 12:21:58,277 - mmaction - INFO - Epoch [80][3580/3757] lr: 2.000e-03, eta: 14:13:21, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2929, loss: 1.2929, grad_norm: 6.9240 2020-07-27 12:22:11,796 - mmaction - INFO - Epoch [80][3600/3757] lr: 2.000e-03, eta: 14:13:08, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3252, loss: 1.3252, grad_norm: 7.2767 2020-07-27 12:22:24,777 - mmaction - INFO - Epoch [80][3620/3757] lr: 2.000e-03, eta: 14:12:54, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3821, loss: 1.3821, grad_norm: 7.0401 2020-07-27 12:22:37,765 - mmaction - INFO - Epoch [80][3640/3757] lr: 2.000e-03, eta: 14:12:40, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.0840 2020-07-27 12:22:50,700 - mmaction - INFO - Epoch [80][3660/3757] lr: 2.000e-03, eta: 14:12:26, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.8753 2020-07-27 12:23:03,916 - mmaction - INFO - Epoch [80][3680/3757] lr: 2.000e-03, eta: 14:12:13, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.9392 2020-07-27 12:23:18,317 - mmaction - INFO - Epoch [80][3700/3757] lr: 2.000e-03, eta: 14:11:59, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3190, loss: 1.3190, grad_norm: 7.0690 2020-07-27 12:23:31,706 - mmaction - INFO - Epoch [80][3720/3757] lr: 2.000e-03, eta: 14:11:46, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.3250 2020-07-27 12:23:44,669 - mmaction - INFO - Epoch [80][3740/3757] lr: 2.000e-03, eta: 14:11:32, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3105, loss: 1.3105, grad_norm: 6.8801 2020-07-27 12:23:55,944 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-27 12:24:23,400 - mmaction - INFO - Epoch [81][20/3757] lr: 2.000e-04, eta: 14:11:07, time: 1.339, data_time: 0.729, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2694, loss: 1.2694, grad_norm: 7.0464 2020-07-27 12:24:35,601 - mmaction - INFO - Epoch [81][40/3757] lr: 2.000e-04, eta: 14:10:53, time: 0.610, data_time: 0.003, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.2815, loss: 1.2815, grad_norm: 6.9236 2020-07-27 12:24:48,957 - mmaction - INFO - Epoch [81][60/3757] lr: 2.000e-04, eta: 14:10:40, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.3115, loss: 1.3115, grad_norm: 6.9512 2020-07-27 12:25:01,678 - mmaction - INFO - Epoch [81][80/3757] lr: 2.000e-04, eta: 14:10:26, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.7859 2020-07-27 12:25:14,337 - mmaction - INFO - Epoch [81][100/3757] lr: 2.000e-04, eta: 14:10:12, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3390, loss: 1.3390, grad_norm: 6.9930 2020-07-27 12:25:27,619 - mmaction - INFO - Epoch [81][120/3757] lr: 2.000e-04, eta: 14:09:58, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8750, loss_cls: 1.2890, loss: 1.2890, grad_norm: 7.0979 2020-07-27 12:25:40,278 - mmaction - INFO - Epoch [81][140/3757] lr: 2.000e-04, eta: 14:09:44, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.2135, loss: 1.2135, grad_norm: 6.5861 2020-07-27 12:25:53,322 - mmaction - INFO - Epoch [81][160/3757] lr: 2.000e-04, eta: 14:09:31, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.2909, loss: 1.2909, grad_norm: 6.9442 2020-07-27 12:26:06,134 - mmaction - INFO - Epoch [81][180/3757] lr: 2.000e-04, eta: 14:09:17, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2828, loss: 1.2828, grad_norm: 6.8362 2020-07-27 12:26:19,586 - mmaction - INFO - Epoch [81][200/3757] lr: 2.000e-04, eta: 14:09:03, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8664, loss_cls: 1.2445, loss: 1.2445, grad_norm: 6.6934 2020-07-27 12:26:32,716 - mmaction - INFO - Epoch [81][220/3757] lr: 2.000e-04, eta: 14:08:50, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2625, loss: 1.2625, grad_norm: 6.7835 2020-07-27 12:26:46,154 - mmaction - INFO - Epoch [81][240/3757] lr: 2.000e-04, eta: 14:08:36, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3089, loss: 1.3089, grad_norm: 6.8459 2020-07-27 12:26:59,270 - mmaction - INFO - Epoch [81][260/3757] lr: 2.000e-04, eta: 14:08:22, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.7111 2020-07-27 12:27:12,657 - mmaction - INFO - Epoch [81][280/3757] lr: 2.000e-04, eta: 14:08:09, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2892, loss: 1.2892, grad_norm: 7.0887 2020-07-27 12:27:26,211 - mmaction - INFO - Epoch [81][300/3757] lr: 2.000e-04, eta: 14:07:55, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.9918 2020-07-27 12:27:38,914 - mmaction - INFO - Epoch [81][320/3757] lr: 2.000e-04, eta: 14:07:41, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.7345 2020-07-27 12:27:52,320 - mmaction - INFO - Epoch [81][340/3757] lr: 2.000e-04, eta: 14:07:27, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3332, loss: 1.3332, grad_norm: 6.9860 2020-07-27 12:28:05,718 - mmaction - INFO - Epoch [81][360/3757] lr: 2.000e-04, eta: 14:07:14, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2515, loss: 1.2515, grad_norm: 6.7538 2020-07-27 12:28:18,315 - mmaction - INFO - Epoch [81][380/3757] lr: 2.000e-04, eta: 14:07:00, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.7949 2020-07-27 12:28:31,218 - mmaction - INFO - Epoch [81][400/3757] lr: 2.000e-04, eta: 14:06:46, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2690, loss: 1.2690, grad_norm: 6.8925 2020-07-27 12:28:45,114 - mmaction - INFO - Epoch [81][420/3757] lr: 2.000e-04, eta: 14:06:33, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.8047 2020-07-27 12:28:57,833 - mmaction - INFO - Epoch [81][440/3757] lr: 2.000e-04, eta: 14:06:19, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.8606 2020-07-27 12:29:11,435 - mmaction - INFO - Epoch [81][460/3757] lr: 2.000e-04, eta: 14:06:05, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.6970 2020-07-27 12:29:24,850 - mmaction - INFO - Epoch [81][480/3757] lr: 2.000e-04, eta: 14:05:52, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.8730 2020-07-27 12:29:38,108 - mmaction - INFO - Epoch [81][500/3757] lr: 2.000e-04, eta: 14:05:38, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.9262 2020-07-27 12:29:50,811 - mmaction - INFO - Epoch [81][520/3757] lr: 2.000e-04, eta: 14:05:24, time: 0.635, data_time: 0.002, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.4658 2020-07-27 12:30:04,503 - mmaction - INFO - Epoch [81][540/3757] lr: 2.000e-04, eta: 14:05:11, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.8612 2020-07-27 12:30:17,854 - mmaction - INFO - Epoch [81][560/3757] lr: 2.000e-04, eta: 14:04:57, time: 0.667, data_time: 0.001, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.7760 2020-07-27 12:30:30,524 - mmaction - INFO - Epoch [81][580/3757] lr: 2.000e-04, eta: 14:04:43, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3534, loss: 1.3534, grad_norm: 7.0987 2020-07-27 12:30:44,246 - mmaction - INFO - Epoch [81][600/3757] lr: 2.000e-04, eta: 14:04:30, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.6337 2020-07-27 12:30:56,985 - mmaction - INFO - Epoch [81][620/3757] lr: 2.000e-04, eta: 14:04:16, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.2857 2020-07-27 12:31:11,392 - mmaction - INFO - Epoch [81][640/3757] lr: 2.000e-04, eta: 14:04:02, time: 0.720, data_time: 0.002, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.8775 2020-07-27 12:31:23,988 - mmaction - INFO - Epoch [81][660/3757] lr: 2.000e-04, eta: 14:03:48, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2401, loss: 1.2401, grad_norm: 6.9034 2020-07-27 12:31:36,885 - mmaction - INFO - Epoch [81][680/3757] lr: 2.000e-04, eta: 14:03:35, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.3089, loss: 1.3089, grad_norm: 6.8651 2020-07-27 12:31:49,774 - mmaction - INFO - Epoch [81][700/3757] lr: 2.000e-04, eta: 14:03:21, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.9330 2020-07-27 12:32:03,520 - mmaction - INFO - Epoch [81][720/3757] lr: 2.000e-04, eta: 14:03:07, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.7223 2020-07-27 12:32:16,984 - mmaction - INFO - Epoch [81][740/3757] lr: 2.000e-04, eta: 14:02:54, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.7621 2020-07-27 12:32:29,569 - mmaction - INFO - Epoch [81][760/3757] lr: 2.000e-04, eta: 14:02:40, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3116, loss: 1.3116, grad_norm: 6.8813 2020-07-27 12:32:42,689 - mmaction - INFO - Epoch [81][780/3757] lr: 2.000e-04, eta: 14:02:26, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3351, loss: 1.3351, grad_norm: 6.9332 2020-07-27 12:32:55,668 - mmaction - INFO - Epoch [81][800/3757] lr: 2.000e-04, eta: 14:02:12, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2337, loss: 1.2337, grad_norm: 6.7387 2020-07-27 12:33:10,042 - mmaction - INFO - Epoch [81][820/3757] lr: 2.000e-04, eta: 14:01:59, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.8629 2020-07-27 12:33:22,831 - mmaction - INFO - Epoch [81][840/3757] lr: 2.000e-04, eta: 14:01:45, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2390, loss: 1.2390, grad_norm: 6.7620 2020-07-27 12:33:35,514 - mmaction - INFO - Epoch [81][860/3757] lr: 2.000e-04, eta: 14:01:31, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4081, loss: 1.4081, grad_norm: 7.0845 2020-07-27 12:33:48,739 - mmaction - INFO - Epoch [81][880/3757] lr: 2.000e-04, eta: 14:01:18, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2849, loss: 1.2849, grad_norm: 6.9497 2020-07-27 12:34:01,547 - mmaction - INFO - Epoch [81][900/3757] lr: 2.000e-04, eta: 14:01:04, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3275, loss: 1.3275, grad_norm: 6.7891 2020-07-27 12:34:14,744 - mmaction - INFO - Epoch [81][920/3757] lr: 2.000e-04, eta: 14:00:50, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2599, loss: 1.2599, grad_norm: 6.9299 2020-07-27 12:34:28,369 - mmaction - INFO - Epoch [81][940/3757] lr: 2.000e-04, eta: 14:00:37, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3160, loss: 1.3160, grad_norm: 6.8774 2020-07-27 12:34:41,295 - mmaction - INFO - Epoch [81][960/3757] lr: 2.000e-04, eta: 14:00:23, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.9359 2020-07-27 12:34:54,819 - mmaction - INFO - Epoch [81][980/3757] lr: 2.000e-04, eta: 14:00:09, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2074, loss: 1.2074, grad_norm: 6.6375 2020-07-27 12:35:07,479 - mmaction - INFO - Epoch [81][1000/3757] lr: 2.000e-04, eta: 13:59:55, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3393, loss: 1.3393, grad_norm: 6.9794 2020-07-27 12:35:21,039 - mmaction - INFO - Epoch [81][1020/3757] lr: 2.000e-04, eta: 13:59:42, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2818, loss: 1.2818, grad_norm: 6.7557 2020-07-27 12:35:34,394 - mmaction - INFO - Epoch [81][1040/3757] lr: 2.000e-04, eta: 13:59:28, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2400, loss: 1.2400, grad_norm: 6.9061 2020-07-27 12:35:47,796 - mmaction - INFO - Epoch [81][1060/3757] lr: 2.000e-04, eta: 13:59:15, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.0568 2020-07-27 12:36:01,371 - mmaction - INFO - Epoch [81][1080/3757] lr: 2.000e-04, eta: 13:59:01, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2797, loss: 1.2797, grad_norm: 6.8901 2020-07-27 12:36:15,267 - mmaction - INFO - Epoch [81][1100/3757] lr: 2.000e-04, eta: 13:58:47, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2667, loss: 1.2667, grad_norm: 6.8706 2020-07-27 12:36:28,100 - mmaction - INFO - Epoch [81][1120/3757] lr: 2.000e-04, eta: 13:58:34, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.3737 2020-07-27 12:36:41,845 - mmaction - INFO - Epoch [81][1140/3757] lr: 2.000e-04, eta: 13:58:20, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.8723 2020-07-27 12:36:54,385 - mmaction - INFO - Epoch [81][1160/3757] lr: 2.000e-04, eta: 13:58:06, time: 0.627, data_time: 0.003, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.8161 2020-07-27 12:37:07,528 - mmaction - INFO - Epoch [81][1180/3757] lr: 2.000e-04, eta: 13:57:53, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.0018 2020-07-27 12:37:20,945 - mmaction - INFO - Epoch [81][1200/3757] lr: 2.000e-04, eta: 13:57:39, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.2005, loss: 1.2005, grad_norm: 6.6816 2020-07-27 12:37:34,000 - mmaction - INFO - Epoch [81][1220/3757] lr: 2.000e-04, eta: 13:57:25, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2002, loss: 1.2002, grad_norm: 6.6947 2020-07-27 12:37:46,966 - mmaction - INFO - Epoch [81][1240/3757] lr: 2.000e-04, eta: 13:57:11, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8461, loss_cls: 1.3851, loss: 1.3851, grad_norm: 7.0557 2020-07-27 12:37:59,954 - mmaction - INFO - Epoch [81][1260/3757] lr: 2.000e-04, eta: 13:56:58, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.3042, loss: 1.3042, grad_norm: 6.9679 2020-07-27 12:38:14,215 - mmaction - INFO - Epoch [81][1280/3757] lr: 2.000e-04, eta: 13:56:44, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2904, loss: 1.2904, grad_norm: 6.8131 2020-07-27 12:38:27,048 - mmaction - INFO - Epoch [81][1300/3757] lr: 2.000e-04, eta: 13:56:30, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2564, loss: 1.2564, grad_norm: 6.9050 2020-07-27 12:38:40,121 - mmaction - INFO - Epoch [81][1320/3757] lr: 2.000e-04, eta: 13:56:17, time: 0.654, data_time: 0.003, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.5869 2020-07-27 12:38:54,502 - mmaction - INFO - Epoch [81][1340/3757] lr: 2.000e-04, eta: 13:56:03, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.8943 2020-07-27 12:39:07,225 - mmaction - INFO - Epoch [81][1360/3757] lr: 2.000e-04, eta: 13:55:50, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2564, loss: 1.2564, grad_norm: 6.9093 2020-07-27 12:39:20,480 - mmaction - INFO - Epoch [81][1380/3757] lr: 2.000e-04, eta: 13:55:36, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1896, loss: 1.1896, grad_norm: 6.9219 2020-07-27 12:39:34,604 - mmaction - INFO - Epoch [81][1400/3757] lr: 2.000e-04, eta: 13:55:22, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.8148 2020-07-27 12:39:48,514 - mmaction - INFO - Epoch [81][1420/3757] lr: 2.000e-04, eta: 13:55:09, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2768, loss: 1.2768, grad_norm: 6.9435 2020-07-27 12:40:01,215 - mmaction - INFO - Epoch [81][1440/3757] lr: 2.000e-04, eta: 13:54:55, time: 0.635, data_time: 0.003, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.7786 2020-07-27 12:40:14,930 - mmaction - INFO - Epoch [81][1460/3757] lr: 2.000e-04, eta: 13:54:42, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.5370 2020-07-27 12:40:28,356 - mmaction - INFO - Epoch [81][1480/3757] lr: 2.000e-04, eta: 13:54:28, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3824, loss: 1.3824, grad_norm: 6.9535 2020-07-27 12:40:41,107 - mmaction - INFO - Epoch [81][1500/3757] lr: 2.000e-04, eta: 13:54:14, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.9576 2020-07-27 12:40:55,680 - mmaction - INFO - Epoch [81][1520/3757] lr: 2.000e-04, eta: 13:54:01, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.0024 2020-07-27 12:41:08,301 - mmaction - INFO - Epoch [81][1540/3757] lr: 2.000e-04, eta: 13:53:47, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3494, loss: 1.3494, grad_norm: 6.9279 2020-07-27 12:41:21,447 - mmaction - INFO - Epoch [81][1560/3757] lr: 2.000e-04, eta: 13:53:33, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.9345 2020-07-27 12:41:35,217 - mmaction - INFO - Epoch [81][1580/3757] lr: 2.000e-04, eta: 13:53:20, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.6472 2020-07-27 12:41:47,991 - mmaction - INFO - Epoch [81][1600/3757] lr: 2.000e-04, eta: 13:53:06, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3462, loss: 1.3462, grad_norm: 7.1461 2020-07-27 12:42:01,615 - mmaction - INFO - Epoch [81][1620/3757] lr: 2.000e-04, eta: 13:52:52, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2694, loss: 1.2694, grad_norm: 7.0010 2020-07-27 12:42:15,020 - mmaction - INFO - Epoch [81][1640/3757] lr: 2.000e-04, eta: 13:52:39, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3148, loss: 1.3148, grad_norm: 7.2671 2020-07-27 12:42:28,230 - mmaction - INFO - Epoch [81][1660/3757] lr: 2.000e-04, eta: 13:52:25, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2533, loss: 1.2533, grad_norm: 6.8187 2020-07-27 12:42:41,135 - mmaction - INFO - Epoch [81][1680/3757] lr: 2.000e-04, eta: 13:52:11, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.7767 2020-07-27 12:42:54,140 - mmaction - INFO - Epoch [81][1700/3757] lr: 2.000e-04, eta: 13:51:57, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2453, loss: 1.2453, grad_norm: 6.9201 2020-07-27 12:43:08,452 - mmaction - INFO - Epoch [81][1720/3757] lr: 2.000e-04, eta: 13:51:44, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.7538 2020-07-27 12:43:21,865 - mmaction - INFO - Epoch [81][1740/3757] lr: 2.000e-04, eta: 13:51:30, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3044, loss: 1.3044, grad_norm: 6.9562 2020-07-27 12:43:34,968 - mmaction - INFO - Epoch [81][1760/3757] lr: 2.000e-04, eta: 13:51:17, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2619, loss: 1.2619, grad_norm: 7.0275 2020-07-27 12:43:48,381 - mmaction - INFO - Epoch [81][1780/3757] lr: 2.000e-04, eta: 13:51:03, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3910, loss: 1.3910, grad_norm: 7.3163 2020-07-27 12:44:01,295 - mmaction - INFO - Epoch [81][1800/3757] lr: 2.000e-04, eta: 13:50:49, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8898, loss_cls: 1.1927, loss: 1.1927, grad_norm: 6.7892 2020-07-27 12:44:14,200 - mmaction - INFO - Epoch [81][1820/3757] lr: 2.000e-04, eta: 13:50:35, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.8124 2020-07-27 12:44:27,643 - mmaction - INFO - Epoch [81][1840/3757] lr: 2.000e-04, eta: 13:50:22, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8492, loss_cls: 1.3246, loss: 1.3246, grad_norm: 6.9947 2020-07-27 12:44:40,969 - mmaction - INFO - Epoch [81][1860/3757] lr: 2.000e-04, eta: 13:50:08, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2568, loss: 1.2568, grad_norm: 6.9120 2020-07-27 12:44:53,871 - mmaction - INFO - Epoch [81][1880/3757] lr: 2.000e-04, eta: 13:49:54, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.0422 2020-07-27 12:45:06,944 - mmaction - INFO - Epoch [81][1900/3757] lr: 2.000e-04, eta: 13:49:41, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.9200 2020-07-27 12:45:19,843 - mmaction - INFO - Epoch [81][1920/3757] lr: 2.000e-04, eta: 13:49:27, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8859, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.8972 2020-07-27 12:45:33,716 - mmaction - INFO - Epoch [81][1940/3757] lr: 2.000e-04, eta: 13:49:13, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1957, loss: 1.1957, grad_norm: 7.0087 2020-07-27 12:45:46,398 - mmaction - INFO - Epoch [81][1960/3757] lr: 2.000e-04, eta: 13:49:00, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.0681 2020-07-27 12:45:59,709 - mmaction - INFO - Epoch [81][1980/3757] lr: 2.000e-04, eta: 13:48:46, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3076, loss: 1.3076, grad_norm: 7.1651 2020-07-27 12:46:12,876 - mmaction - INFO - Epoch [81][2000/3757] lr: 2.000e-04, eta: 13:48:32, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.8451 2020-07-27 12:46:25,583 - mmaction - INFO - Epoch [81][2020/3757] lr: 2.000e-04, eta: 13:48:18, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.8902 2020-07-27 12:46:38,488 - mmaction - INFO - Epoch [81][2040/3757] lr: 2.000e-04, eta: 13:48:05, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.2841, loss: 1.2841, grad_norm: 6.9524 2020-07-27 12:46:51,469 - mmaction - INFO - Epoch [81][2060/3757] lr: 2.000e-04, eta: 13:47:51, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.2600, loss: 1.2600, grad_norm: 6.9471 2020-07-27 12:47:04,472 - mmaction - INFO - Epoch [81][2080/3757] lr: 2.000e-04, eta: 13:47:37, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.8774 2020-07-27 12:47:18,104 - mmaction - INFO - Epoch [81][2100/3757] lr: 2.000e-04, eta: 13:47:24, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2383, loss: 1.2383, grad_norm: 7.1380 2020-07-27 12:47:30,792 - mmaction - INFO - Epoch [81][2120/3757] lr: 2.000e-04, eta: 13:47:10, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.9591 2020-07-27 12:47:43,727 - mmaction - INFO - Epoch [81][2140/3757] lr: 2.000e-04, eta: 13:46:56, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.9410 2020-07-27 12:47:56,773 - mmaction - INFO - Epoch [81][2160/3757] lr: 2.000e-04, eta: 13:46:42, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.0142 2020-07-27 12:48:10,924 - mmaction - INFO - Epoch [81][2180/3757] lr: 2.000e-04, eta: 13:46:29, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2279, loss: 1.2279, grad_norm: 6.9315 2020-07-27 12:48:24,915 - mmaction - INFO - Epoch [81][2200/3757] lr: 2.000e-04, eta: 13:46:15, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2571, loss: 1.2571, grad_norm: 6.9825 2020-07-27 12:48:37,948 - mmaction - INFO - Epoch [81][2220/3757] lr: 2.000e-04, eta: 13:46:02, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.9211 2020-07-27 12:48:51,045 - mmaction - INFO - Epoch [81][2240/3757] lr: 2.000e-04, eta: 13:45:48, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2552, loss: 1.2552, grad_norm: 6.8890 2020-07-27 12:49:04,513 - mmaction - INFO - Epoch [81][2260/3757] lr: 2.000e-04, eta: 13:45:34, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3145, loss: 1.3145, grad_norm: 7.1377 2020-07-27 12:49:17,717 - mmaction - INFO - Epoch [81][2280/3757] lr: 2.000e-04, eta: 13:45:21, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2271, loss: 1.2271, grad_norm: 6.8738 2020-07-27 12:49:31,513 - mmaction - INFO - Epoch [81][2300/3757] lr: 2.000e-04, eta: 13:45:07, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2904, loss: 1.2904, grad_norm: 6.9354 2020-07-27 12:49:44,216 - mmaction - INFO - Epoch [81][2320/3757] lr: 2.000e-04, eta: 13:44:53, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2950, loss: 1.2950, grad_norm: 6.9320 2020-07-27 12:49:57,302 - mmaction - INFO - Epoch [81][2340/3757] lr: 2.000e-04, eta: 13:44:40, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2501, loss: 1.2501, grad_norm: 6.9117 2020-07-27 12:50:10,186 - mmaction - INFO - Epoch [81][2360/3757] lr: 2.000e-04, eta: 13:44:26, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2980, loss: 1.2980, grad_norm: 7.0679 2020-07-27 12:50:23,221 - mmaction - INFO - Epoch [81][2380/3757] lr: 2.000e-04, eta: 13:44:12, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.8536 2020-07-27 12:50:36,678 - mmaction - INFO - Epoch [81][2400/3757] lr: 2.000e-04, eta: 13:43:58, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2781, loss: 1.2781, grad_norm: 6.7784 2020-07-27 12:50:50,522 - mmaction - INFO - Epoch [81][2420/3757] lr: 2.000e-04, eta: 13:43:45, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.6004 2020-07-27 12:51:03,661 - mmaction - INFO - Epoch [81][2440/3757] lr: 2.000e-04, eta: 13:43:31, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.9814 2020-07-27 12:51:16,477 - mmaction - INFO - Epoch [81][2460/3757] lr: 2.000e-04, eta: 13:43:17, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.6831 2020-07-27 12:51:30,079 - mmaction - INFO - Epoch [81][2480/3757] lr: 2.000e-04, eta: 13:43:04, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.9251 2020-07-27 12:51:43,647 - mmaction - INFO - Epoch [81][2500/3757] lr: 2.000e-04, eta: 13:42:50, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.2207, loss: 1.2207, grad_norm: 7.0441 2020-07-27 12:51:56,747 - mmaction - INFO - Epoch [81][2520/3757] lr: 2.000e-04, eta: 13:42:37, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.8067 2020-07-27 12:52:09,497 - mmaction - INFO - Epoch [81][2540/3757] lr: 2.000e-04, eta: 13:42:23, time: 0.638, data_time: 0.002, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.2844, loss: 1.2844, grad_norm: 7.1031 2020-07-27 12:52:22,162 - mmaction - INFO - Epoch [81][2560/3757] lr: 2.000e-04, eta: 13:42:09, time: 0.633, data_time: 0.002, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.2110, loss: 1.2110, grad_norm: 6.7341 2020-07-27 12:52:35,677 - mmaction - INFO - Epoch [81][2580/3757] lr: 2.000e-04, eta: 13:41:55, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2454, loss: 1.2454, grad_norm: 6.9715 2020-07-27 12:52:49,361 - mmaction - INFO - Epoch [81][2600/3757] lr: 2.000e-04, eta: 13:41:42, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2450, loss: 1.2450, grad_norm: 7.0250 2020-07-27 12:53:03,246 - mmaction - INFO - Epoch [81][2620/3757] lr: 2.000e-04, eta: 13:41:28, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.9413 2020-07-27 12:53:16,748 - mmaction - INFO - Epoch [81][2640/3757] lr: 2.000e-04, eta: 13:41:15, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.3108, loss: 1.3108, grad_norm: 7.0139 2020-07-27 12:53:30,706 - mmaction - INFO - Epoch [81][2660/3757] lr: 2.000e-04, eta: 13:41:01, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8719, loss_cls: 1.3177, loss: 1.3177, grad_norm: 7.1551 2020-07-27 12:53:44,545 - mmaction - INFO - Epoch [81][2680/3757] lr: 2.000e-04, eta: 13:40:48, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3126, loss: 1.3126, grad_norm: 7.0897 2020-07-27 12:53:57,681 - mmaction - INFO - Epoch [81][2700/3757] lr: 2.000e-04, eta: 13:40:34, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.9578 2020-07-27 12:54:11,078 - mmaction - INFO - Epoch [81][2720/3757] lr: 2.000e-04, eta: 13:40:20, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2586, loss: 1.2586, grad_norm: 6.8881 2020-07-27 12:54:23,973 - mmaction - INFO - Epoch [81][2740/3757] lr: 2.000e-04, eta: 13:40:06, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.9175 2020-07-27 12:54:37,232 - mmaction - INFO - Epoch [81][2760/3757] lr: 2.000e-04, eta: 13:39:53, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2109, loss: 1.2109, grad_norm: 7.0004 2020-07-27 12:54:50,753 - mmaction - INFO - Epoch [81][2780/3757] lr: 2.000e-04, eta: 13:39:39, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.8503 2020-07-27 12:55:04,413 - mmaction - INFO - Epoch [81][2800/3757] lr: 2.000e-04, eta: 13:39:26, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1993, loss: 1.1993, grad_norm: 6.6892 2020-07-27 12:55:16,958 - mmaction - INFO - Epoch [81][2820/3757] lr: 2.000e-04, eta: 13:39:12, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.7406 2020-07-27 12:55:30,260 - mmaction - INFO - Epoch [81][2840/3757] lr: 2.000e-04, eta: 13:38:58, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.7261 2020-07-27 12:55:43,791 - mmaction - INFO - Epoch [81][2860/3757] lr: 2.000e-04, eta: 13:38:44, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.2701, loss: 1.2701, grad_norm: 6.9269 2020-07-27 12:55:56,549 - mmaction - INFO - Epoch [81][2880/3757] lr: 2.000e-04, eta: 13:38:31, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2501, loss: 1.2501, grad_norm: 6.9397 2020-07-27 12:56:09,918 - mmaction - INFO - Epoch [81][2900/3757] lr: 2.000e-04, eta: 13:38:17, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2268, loss: 1.2268, grad_norm: 6.8333 2020-07-27 12:56:22,718 - mmaction - INFO - Epoch [81][2920/3757] lr: 2.000e-04, eta: 13:38:03, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.8899 2020-07-27 12:56:35,540 - mmaction - INFO - Epoch [81][2940/3757] lr: 2.000e-04, eta: 13:37:49, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1397, loss: 1.1397, grad_norm: 6.6655 2020-07-27 12:56:48,451 - mmaction - INFO - Epoch [81][2960/3757] lr: 2.000e-04, eta: 13:37:36, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2525, loss: 1.2525, grad_norm: 6.9464 2020-07-27 12:57:01,360 - mmaction - INFO - Epoch [81][2980/3757] lr: 2.000e-04, eta: 13:37:22, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.7307 2020-07-27 12:57:16,467 - mmaction - INFO - Epoch [81][3000/3757] lr: 2.000e-04, eta: 13:37:09, time: 0.753, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.9005 2020-07-27 12:57:29,745 - mmaction - INFO - Epoch [81][3020/3757] lr: 2.000e-04, eta: 13:36:55, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.3142, loss: 1.3142, grad_norm: 7.1433 2020-07-27 12:57:42,726 - mmaction - INFO - Epoch [81][3040/3757] lr: 2.000e-04, eta: 13:36:41, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.8858 2020-07-27 12:57:56,686 - mmaction - INFO - Epoch [81][3060/3757] lr: 2.000e-04, eta: 13:36:28, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2989, loss: 1.2989, grad_norm: 7.2847 2020-07-27 12:58:10,179 - mmaction - INFO - Epoch [81][3080/3757] lr: 2.000e-04, eta: 13:36:14, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.7926 2020-07-27 12:58:24,079 - mmaction - INFO - Epoch [81][3100/3757] lr: 2.000e-04, eta: 13:36:01, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2277, loss: 1.2277, grad_norm: 6.8188 2020-07-27 12:58:37,556 - mmaction - INFO - Epoch [81][3120/3757] lr: 2.000e-04, eta: 13:35:47, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3338, loss: 1.3338, grad_norm: 7.1040 2020-07-27 12:58:51,043 - mmaction - INFO - Epoch [81][3140/3757] lr: 2.000e-04, eta: 13:35:33, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.7902 2020-07-27 12:59:03,995 - mmaction - INFO - Epoch [81][3160/3757] lr: 2.000e-04, eta: 13:35:20, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.3084, loss: 1.3084, grad_norm: 7.0994 2020-07-27 12:59:17,480 - mmaction - INFO - Epoch [81][3180/3757] lr: 2.000e-04, eta: 13:35:06, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.0677 2020-07-27 12:59:30,201 - mmaction - INFO - Epoch [81][3200/3757] lr: 2.000e-04, eta: 13:34:52, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.7716 2020-07-27 12:59:43,597 - mmaction - INFO - Epoch [81][3220/3757] lr: 2.000e-04, eta: 13:34:39, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.8816 2020-07-27 12:59:57,448 - mmaction - INFO - Epoch [81][3240/3757] lr: 2.000e-04, eta: 13:34:25, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.9573 2020-07-27 13:00:14,436 - mmaction - INFO - Epoch [81][3260/3757] lr: 2.000e-04, eta: 13:34:12, time: 0.839, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.8494 2020-07-27 13:00:26,971 - mmaction - INFO - Epoch [81][3280/3757] lr: 2.000e-04, eta: 13:33:58, time: 0.639, data_time: 0.023, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.2136, loss: 1.2136, grad_norm: 6.7451 2020-07-27 13:00:40,114 - mmaction - INFO - Epoch [81][3300/3757] lr: 2.000e-04, eta: 13:33:45, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8781, loss_cls: 1.2897, loss: 1.2897, grad_norm: 7.1001 2020-07-27 13:00:52,853 - mmaction - INFO - Epoch [81][3320/3757] lr: 2.000e-04, eta: 13:33:31, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.9234 2020-07-27 13:01:07,284 - mmaction - INFO - Epoch [81][3340/3757] lr: 2.000e-04, eta: 13:33:18, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.5786 2020-07-27 13:01:20,187 - mmaction - INFO - Epoch [81][3360/3757] lr: 2.000e-04, eta: 13:33:04, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8633, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.7975 2020-07-27 13:01:33,660 - mmaction - INFO - Epoch [81][3380/3757] lr: 2.000e-04, eta: 13:32:50, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2600, loss: 1.2600, grad_norm: 7.0985 2020-07-27 13:01:46,436 - mmaction - INFO - Epoch [81][3400/3757] lr: 2.000e-04, eta: 13:32:36, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.9512 2020-07-27 13:02:00,102 - mmaction - INFO - Epoch [81][3420/3757] lr: 2.000e-04, eta: 13:32:23, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2763, loss: 1.2763, grad_norm: 7.0078 2020-07-27 13:02:13,225 - mmaction - INFO - Epoch [81][3440/3757] lr: 2.000e-04, eta: 13:32:09, time: 0.655, data_time: 0.002, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.9580 2020-07-27 13:02:27,080 - mmaction - INFO - Epoch [81][3460/3757] lr: 2.000e-04, eta: 13:31:56, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2505, loss: 1.2505, grad_norm: 7.0053 2020-07-27 13:02:39,571 - mmaction - INFO - Epoch [81][3480/3757] lr: 2.000e-04, eta: 13:31:42, time: 0.625, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.9122 2020-07-27 13:02:53,443 - mmaction - INFO - Epoch [81][3500/3757] lr: 2.000e-04, eta: 13:31:28, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.2284, loss: 1.2284, grad_norm: 6.9647 2020-07-27 13:03:06,464 - mmaction - INFO - Epoch [81][3520/3757] lr: 2.000e-04, eta: 13:31:15, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.7747 2020-07-27 13:03:20,715 - mmaction - INFO - Epoch [81][3540/3757] lr: 2.000e-04, eta: 13:31:01, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.8093 2020-07-27 13:03:33,943 - mmaction - INFO - Epoch [81][3560/3757] lr: 2.000e-04, eta: 13:30:47, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2868, loss: 1.2868, grad_norm: 6.8918 2020-07-27 13:03:47,899 - mmaction - INFO - Epoch [81][3580/3757] lr: 2.000e-04, eta: 13:30:34, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.7728 2020-07-27 13:04:01,299 - mmaction - INFO - Epoch [81][3600/3757] lr: 2.000e-04, eta: 13:30:20, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.9751 2020-07-27 13:04:14,400 - mmaction - INFO - Epoch [81][3620/3757] lr: 2.000e-04, eta: 13:30:07, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2587, loss: 1.2587, grad_norm: 7.0704 2020-07-27 13:04:26,987 - mmaction - INFO - Epoch [81][3640/3757] lr: 2.000e-04, eta: 13:29:53, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.8994 2020-07-27 13:04:39,797 - mmaction - INFO - Epoch [81][3660/3757] lr: 2.000e-04, eta: 13:29:39, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3156, loss: 1.3156, grad_norm: 7.0918 2020-07-27 13:04:53,058 - mmaction - INFO - Epoch [81][3680/3757] lr: 2.000e-04, eta: 13:29:25, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.6843 2020-07-27 13:05:06,531 - mmaction - INFO - Epoch [81][3700/3757] lr: 2.000e-04, eta: 13:29:12, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2056, loss: 1.2056, grad_norm: 6.8189 2020-07-27 13:05:19,818 - mmaction - INFO - Epoch [81][3720/3757] lr: 2.000e-04, eta: 13:28:58, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2786, loss: 1.2786, grad_norm: 7.1193 2020-07-27 13:05:32,952 - mmaction - INFO - Epoch [81][3740/3757] lr: 2.000e-04, eta: 13:28:44, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.8979 2020-07-27 13:05:44,589 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-07-27 13:06:11,586 - mmaction - INFO - Epoch [82][20/3757] lr: 2.000e-04, eta: 13:28:19, time: 1.288, data_time: 0.591, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1898, loss: 1.1898, grad_norm: 6.8273 2020-07-27 13:06:23,652 - mmaction - INFO - Epoch [82][40/3757] lr: 2.000e-04, eta: 13:28:05, time: 0.603, data_time: 0.002, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.4135 2020-07-27 13:06:36,632 - mmaction - INFO - Epoch [82][60/3757] lr: 2.000e-04, eta: 13:27:52, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2301, loss: 1.2301, grad_norm: 6.8280 2020-07-27 13:06:49,157 - mmaction - INFO - Epoch [82][80/3757] lr: 2.000e-04, eta: 13:27:38, time: 0.625, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.2018, loss: 1.2018, grad_norm: 6.9320 2020-07-27 13:07:02,358 - mmaction - INFO - Epoch [82][100/3757] lr: 2.000e-04, eta: 13:27:24, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.9585 2020-07-27 13:07:15,871 - mmaction - INFO - Epoch [82][120/3757] lr: 2.000e-04, eta: 13:27:10, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.8652 2020-07-27 13:07:28,777 - mmaction - INFO - Epoch [82][140/3757] lr: 2.000e-04, eta: 13:26:57, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.2025, loss: 1.2025, grad_norm: 6.8135 2020-07-27 13:07:43,216 - mmaction - INFO - Epoch [82][160/3757] lr: 2.000e-04, eta: 13:26:43, time: 0.725, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.9707 2020-07-27 13:07:55,659 - mmaction - INFO - Epoch [82][180/3757] lr: 2.000e-04, eta: 13:26:29, time: 0.621, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.9521 2020-07-27 13:08:08,480 - mmaction - INFO - Epoch [82][200/3757] lr: 2.000e-04, eta: 13:26:16, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.2053, loss: 1.2053, grad_norm: 6.8391 2020-07-27 13:08:22,148 - mmaction - INFO - Epoch [82][220/3757] lr: 2.000e-04, eta: 13:26:02, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2666, loss: 1.2666, grad_norm: 6.9069 2020-07-27 13:08:35,369 - mmaction - INFO - Epoch [82][240/3757] lr: 2.000e-04, eta: 13:25:48, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.9555 2020-07-27 13:08:48,376 - mmaction - INFO - Epoch [82][260/3757] lr: 2.000e-04, eta: 13:25:35, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8773, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.5308 2020-07-27 13:09:01,164 - mmaction - INFO - Epoch [82][280/3757] lr: 2.000e-04, eta: 13:25:21, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2585, loss: 1.2585, grad_norm: 7.0980 2020-07-27 13:09:14,135 - mmaction - INFO - Epoch [82][300/3757] lr: 2.000e-04, eta: 13:25:07, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2433, loss: 1.2433, grad_norm: 6.9358 2020-07-27 13:09:27,677 - mmaction - INFO - Epoch [82][320/3757] lr: 2.000e-04, eta: 13:24:54, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2187, loss: 1.2187, grad_norm: 7.0458 2020-07-27 13:09:41,764 - mmaction - INFO - Epoch [82][340/3757] lr: 2.000e-04, eta: 13:24:40, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.2020, loss: 1.2020, grad_norm: 6.8223 2020-07-27 13:09:54,598 - mmaction - INFO - Epoch [82][360/3757] lr: 2.000e-04, eta: 13:24:26, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3340, loss: 1.3340, grad_norm: 6.9633 2020-07-27 13:10:07,299 - mmaction - INFO - Epoch [82][380/3757] lr: 2.000e-04, eta: 13:24:13, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.3189, loss: 1.3189, grad_norm: 7.1636 2020-07-27 13:10:20,176 - mmaction - INFO - Epoch [82][400/3757] lr: 2.000e-04, eta: 13:23:59, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2707, loss: 1.2707, grad_norm: 7.0751 2020-07-27 13:10:33,212 - mmaction - INFO - Epoch [82][420/3757] lr: 2.000e-04, eta: 13:23:45, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2038, loss: 1.2038, grad_norm: 6.8756 2020-07-27 13:10:46,460 - mmaction - INFO - Epoch [82][440/3757] lr: 2.000e-04, eta: 13:23:31, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1792, loss: 1.1792, grad_norm: 6.7942 2020-07-27 13:10:59,361 - mmaction - INFO - Epoch [82][460/3757] lr: 2.000e-04, eta: 13:23:18, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2654, loss: 1.2654, grad_norm: 7.0758 2020-07-27 13:11:12,145 - mmaction - INFO - Epoch [82][480/3757] lr: 2.000e-04, eta: 13:23:04, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2821, loss: 1.2821, grad_norm: 7.1083 2020-07-27 13:11:25,742 - mmaction - INFO - Epoch [82][500/3757] lr: 2.000e-04, eta: 13:22:50, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.8425 2020-07-27 13:11:38,383 - mmaction - INFO - Epoch [82][520/3757] lr: 2.000e-04, eta: 13:22:36, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.0563 2020-07-27 13:11:52,245 - mmaction - INFO - Epoch [82][540/3757] lr: 2.000e-04, eta: 13:22:23, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2610, loss: 1.2610, grad_norm: 6.9853 2020-07-27 13:12:05,779 - mmaction - INFO - Epoch [82][560/3757] lr: 2.000e-04, eta: 13:22:09, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.8883 2020-07-27 13:12:19,168 - mmaction - INFO - Epoch [82][580/3757] lr: 2.000e-04, eta: 13:21:56, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2344, loss: 1.2344, grad_norm: 7.1154 2020-07-27 13:12:32,860 - mmaction - INFO - Epoch [82][600/3757] lr: 2.000e-04, eta: 13:21:42, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8648, loss_cls: 1.2465, loss: 1.2465, grad_norm: 6.9209 2020-07-27 13:12:46,988 - mmaction - INFO - Epoch [82][620/3757] lr: 2.000e-04, eta: 13:21:29, time: 0.705, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2055, loss: 1.2055, grad_norm: 6.9457 2020-07-27 13:12:59,673 - mmaction - INFO - Epoch [82][640/3757] lr: 2.000e-04, eta: 13:21:15, time: 0.636, data_time: 0.003, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.0437 2020-07-27 13:13:12,503 - mmaction - INFO - Epoch [82][660/3757] lr: 2.000e-04, eta: 13:21:01, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1845, loss: 1.1845, grad_norm: 6.8279 2020-07-27 13:13:26,809 - mmaction - INFO - Epoch [82][680/3757] lr: 2.000e-04, eta: 13:20:48, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.1561 2020-07-27 13:13:39,349 - mmaction - INFO - Epoch [82][700/3757] lr: 2.000e-04, eta: 13:20:34, time: 0.627, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.1208 2020-07-27 13:13:52,578 - mmaction - INFO - Epoch [82][720/3757] lr: 2.000e-04, eta: 13:20:20, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2522, loss: 1.2522, grad_norm: 6.8934 2020-07-27 13:14:06,164 - mmaction - INFO - Epoch [82][740/3757] lr: 2.000e-04, eta: 13:20:07, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3413, loss: 1.3413, grad_norm: 7.2527 2020-07-27 13:14:19,205 - mmaction - INFO - Epoch [82][760/3757] lr: 2.000e-04, eta: 13:19:53, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2521, loss: 1.2521, grad_norm: 6.8743 2020-07-27 13:14:32,169 - mmaction - INFO - Epoch [82][780/3757] lr: 2.000e-04, eta: 13:19:39, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1855, loss: 1.1855, grad_norm: 6.9298 2020-07-27 13:14:46,089 - mmaction - INFO - Epoch [82][800/3757] lr: 2.000e-04, eta: 13:19:26, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.7248 2020-07-27 13:14:58,744 - mmaction - INFO - Epoch [82][820/3757] lr: 2.000e-04, eta: 13:19:12, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.2858, loss: 1.2858, grad_norm: 7.0296 2020-07-27 13:15:12,534 - mmaction - INFO - Epoch [82][840/3757] lr: 2.000e-04, eta: 13:18:58, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2181, loss: 1.2181, grad_norm: 6.8116 2020-07-27 13:15:25,331 - mmaction - INFO - Epoch [82][860/3757] lr: 2.000e-04, eta: 13:18:44, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.3518 2020-07-27 13:15:38,178 - mmaction - INFO - Epoch [82][880/3757] lr: 2.000e-04, eta: 13:18:31, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.6924 2020-07-27 13:15:50,927 - mmaction - INFO - Epoch [82][900/3757] lr: 2.000e-04, eta: 13:18:17, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2908, loss: 1.2908, grad_norm: 7.0838 2020-07-27 13:16:04,606 - mmaction - INFO - Epoch [82][920/3757] lr: 2.000e-04, eta: 13:18:03, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.9091 2020-07-27 13:16:17,815 - mmaction - INFO - Epoch [82][940/3757] lr: 2.000e-04, eta: 13:17:50, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2197, loss: 1.2197, grad_norm: 7.1211 2020-07-27 13:16:31,396 - mmaction - INFO - Epoch [82][960/3757] lr: 2.000e-04, eta: 13:17:36, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2163, loss: 1.2163, grad_norm: 6.9322 2020-07-27 13:16:44,886 - mmaction - INFO - Epoch [82][980/3757] lr: 2.000e-04, eta: 13:17:22, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.2002 2020-07-27 13:16:58,187 - mmaction - INFO - Epoch [82][1000/3757] lr: 2.000e-04, eta: 13:17:09, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2214, loss: 1.2214, grad_norm: 7.0741 2020-07-27 13:17:10,866 - mmaction - INFO - Epoch [82][1020/3757] lr: 2.000e-04, eta: 13:16:55, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3140, loss: 1.3140, grad_norm: 6.9876 2020-07-27 13:17:24,097 - mmaction - INFO - Epoch [82][1040/3757] lr: 2.000e-04, eta: 13:16:41, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2857, loss: 1.2857, grad_norm: 7.1539 2020-07-27 13:17:36,934 - mmaction - INFO - Epoch [82][1060/3757] lr: 2.000e-04, eta: 13:16:28, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2581, loss: 1.2581, grad_norm: 7.0292 2020-07-27 13:17:51,130 - mmaction - INFO - Epoch [82][1080/3757] lr: 2.000e-04, eta: 13:16:14, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3352, loss: 1.3352, grad_norm: 7.2141 2020-07-27 13:18:03,785 - mmaction - INFO - Epoch [82][1100/3757] lr: 2.000e-04, eta: 13:16:00, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8891, loss_cls: 1.2216, loss: 1.2216, grad_norm: 7.1571 2020-07-27 13:18:16,676 - mmaction - INFO - Epoch [82][1120/3757] lr: 2.000e-04, eta: 13:15:47, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8930, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.9180 2020-07-27 13:18:30,140 - mmaction - INFO - Epoch [82][1140/3757] lr: 2.000e-04, eta: 13:15:33, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.9572 2020-07-27 13:18:42,901 - mmaction - INFO - Epoch [82][1160/3757] lr: 2.000e-04, eta: 13:15:19, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1738, loss: 1.1738, grad_norm: 6.7359 2020-07-27 13:18:55,914 - mmaction - INFO - Epoch [82][1180/3757] lr: 2.000e-04, eta: 13:15:05, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.9542 2020-07-27 13:19:08,918 - mmaction - INFO - Epoch [82][1200/3757] lr: 2.000e-04, eta: 13:14:52, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.7515 2020-07-27 13:19:22,363 - mmaction - INFO - Epoch [82][1220/3757] lr: 2.000e-04, eta: 13:14:38, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.8946 2020-07-27 13:19:36,090 - mmaction - INFO - Epoch [82][1240/3757] lr: 2.000e-04, eta: 13:14:24, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.1619 2020-07-27 13:19:49,588 - mmaction - INFO - Epoch [82][1260/3757] lr: 2.000e-04, eta: 13:14:11, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2321, loss: 1.2321, grad_norm: 7.0412 2020-07-27 13:20:03,414 - mmaction - INFO - Epoch [82][1280/3757] lr: 2.000e-04, eta: 13:13:57, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.8400 2020-07-27 13:20:16,052 - mmaction - INFO - Epoch [82][1300/3757] lr: 2.000e-04, eta: 13:13:44, time: 0.632, data_time: 0.001, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1960, loss: 1.1960, grad_norm: 6.9656 2020-07-27 13:20:28,964 - mmaction - INFO - Epoch [82][1320/3757] lr: 2.000e-04, eta: 13:13:30, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.9997 2020-07-27 13:20:41,712 - mmaction - INFO - Epoch [82][1340/3757] lr: 2.000e-04, eta: 13:13:16, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.1502 2020-07-27 13:20:55,951 - mmaction - INFO - Epoch [82][1360/3757] lr: 2.000e-04, eta: 13:13:03, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2070, loss: 1.2070, grad_norm: 6.9573 2020-07-27 13:21:08,453 - mmaction - INFO - Epoch [82][1380/3757] lr: 2.000e-04, eta: 13:12:49, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.9147 2020-07-27 13:21:21,430 - mmaction - INFO - Epoch [82][1400/3757] lr: 2.000e-04, eta: 13:12:35, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2328, loss: 1.2328, grad_norm: 6.9737 2020-07-27 13:21:34,220 - mmaction - INFO - Epoch [82][1420/3757] lr: 2.000e-04, eta: 13:12:21, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.9797 2020-07-27 13:21:47,117 - mmaction - INFO - Epoch [82][1440/3757] lr: 2.000e-04, eta: 13:12:07, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2561, loss: 1.2561, grad_norm: 7.1115 2020-07-27 13:22:00,574 - mmaction - INFO - Epoch [82][1460/3757] lr: 2.000e-04, eta: 13:11:54, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2684, loss: 1.2684, grad_norm: 6.9524 2020-07-27 13:22:14,018 - mmaction - INFO - Epoch [82][1480/3757] lr: 2.000e-04, eta: 13:11:40, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.1341 2020-07-27 13:22:26,876 - mmaction - INFO - Epoch [82][1500/3757] lr: 2.000e-04, eta: 13:11:26, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2495, loss: 1.2495, grad_norm: 6.8771 2020-07-27 13:22:40,351 - mmaction - INFO - Epoch [82][1520/3757] lr: 2.000e-04, eta: 13:11:13, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.9362 2020-07-27 13:22:53,565 - mmaction - INFO - Epoch [82][1540/3757] lr: 2.000e-04, eta: 13:10:59, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.8617 2020-07-27 13:23:06,332 - mmaction - INFO - Epoch [82][1560/3757] lr: 2.000e-04, eta: 13:10:45, time: 0.638, data_time: 0.002, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2812, loss: 1.2812, grad_norm: 7.0159 2020-07-27 13:23:19,417 - mmaction - INFO - Epoch [82][1580/3757] lr: 2.000e-04, eta: 13:10:32, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1898, loss: 1.1898, grad_norm: 7.1546 2020-07-27 13:23:32,426 - mmaction - INFO - Epoch [82][1600/3757] lr: 2.000e-04, eta: 13:10:18, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2954, loss: 1.2954, grad_norm: 7.1434 2020-07-27 13:23:45,954 - mmaction - INFO - Epoch [82][1620/3757] lr: 2.000e-04, eta: 13:10:04, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1797, loss: 1.1797, grad_norm: 6.7941 2020-07-27 13:23:59,386 - mmaction - INFO - Epoch [82][1640/3757] lr: 2.000e-04, eta: 13:09:51, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.0099 2020-07-27 13:24:12,219 - mmaction - INFO - Epoch [82][1660/3757] lr: 2.000e-04, eta: 13:09:37, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2860, loss: 1.2860, grad_norm: 6.9191 2020-07-27 13:24:25,743 - mmaction - INFO - Epoch [82][1680/3757] lr: 2.000e-04, eta: 13:09:23, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.2880, loss: 1.2880, grad_norm: 7.0308 2020-07-27 13:24:38,609 - mmaction - INFO - Epoch [82][1700/3757] lr: 2.000e-04, eta: 13:09:10, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8656, loss_cls: 1.2912, loss: 1.2912, grad_norm: 7.0311 2020-07-27 13:24:52,140 - mmaction - INFO - Epoch [82][1720/3757] lr: 2.000e-04, eta: 13:08:56, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.2809 2020-07-27 13:25:04,912 - mmaction - INFO - Epoch [82][1740/3757] lr: 2.000e-04, eta: 13:08:42, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.0561 2020-07-27 13:25:17,727 - mmaction - INFO - Epoch [82][1760/3757] lr: 2.000e-04, eta: 13:08:28, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.6904 2020-07-27 13:25:31,092 - mmaction - INFO - Epoch [82][1780/3757] lr: 2.000e-04, eta: 13:08:15, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.9498 2020-07-27 13:25:43,713 - mmaction - INFO - Epoch [82][1800/3757] lr: 2.000e-04, eta: 13:08:01, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.8542 2020-07-27 13:25:56,401 - mmaction - INFO - Epoch [82][1820/3757] lr: 2.000e-04, eta: 13:07:47, time: 0.631, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.9806 2020-07-27 13:26:10,184 - mmaction - INFO - Epoch [82][1840/3757] lr: 2.000e-04, eta: 13:07:34, time: 0.692, data_time: 0.008, memory: 7079, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3041, loss: 1.3041, grad_norm: 7.1515 2020-07-27 13:26:23,035 - mmaction - INFO - Epoch [82][1860/3757] lr: 2.000e-04, eta: 13:07:20, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1933, loss: 1.1933, grad_norm: 6.9726 2020-07-27 13:26:36,886 - mmaction - INFO - Epoch [82][1880/3757] lr: 2.000e-04, eta: 13:07:06, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.1068 2020-07-27 13:26:49,771 - mmaction - INFO - Epoch [82][1900/3757] lr: 2.000e-04, eta: 13:06:53, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.7864 2020-07-27 13:27:02,917 - mmaction - INFO - Epoch [82][1920/3757] lr: 2.000e-04, eta: 13:06:39, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2348, loss: 1.2348, grad_norm: 7.0848 2020-07-27 13:27:15,511 - mmaction - INFO - Epoch [82][1940/3757] lr: 2.000e-04, eta: 13:06:25, time: 0.629, data_time: 0.002, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2384, loss: 1.2384, grad_norm: 7.0290 2020-07-27 13:27:28,260 - mmaction - INFO - Epoch [82][1960/3757] lr: 2.000e-04, eta: 13:06:11, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2985, loss: 1.2985, grad_norm: 7.0823 2020-07-27 13:27:42,227 - mmaction - INFO - Epoch [82][1980/3757] lr: 2.000e-04, eta: 13:05:58, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.8227 2020-07-27 13:27:54,957 - mmaction - INFO - Epoch [82][2000/3757] lr: 2.000e-04, eta: 13:05:44, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2713, loss: 1.2713, grad_norm: 7.1281 2020-07-27 13:28:08,494 - mmaction - INFO - Epoch [82][2020/3757] lr: 2.000e-04, eta: 13:05:30, time: 0.679, data_time: 0.009, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.9415 2020-07-27 13:28:21,307 - mmaction - INFO - Epoch [82][2040/3757] lr: 2.000e-04, eta: 13:05:17, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.2703, loss: 1.2703, grad_norm: 6.9857 2020-07-27 13:28:34,123 - mmaction - INFO - Epoch [82][2060/3757] lr: 2.000e-04, eta: 13:05:03, time: 0.647, data_time: 0.009, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.1490 2020-07-27 13:28:47,022 - mmaction - INFO - Epoch [82][2080/3757] lr: 2.000e-04, eta: 13:04:49, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.2817, loss: 1.2817, grad_norm: 7.0979 2020-07-27 13:28:59,848 - mmaction - INFO - Epoch [82][2100/3757] lr: 2.000e-04, eta: 13:04:35, time: 0.644, data_time: 0.009, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.8535 2020-07-27 13:29:13,498 - mmaction - INFO - Epoch [82][2120/3757] lr: 2.000e-04, eta: 13:04:22, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.9700 2020-07-27 13:29:26,277 - mmaction - INFO - Epoch [82][2140/3757] lr: 2.000e-04, eta: 13:04:08, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.9575 2020-07-27 13:29:39,424 - mmaction - INFO - Epoch [82][2160/3757] lr: 2.000e-04, eta: 13:03:54, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.2103, loss: 1.2103, grad_norm: 7.1221 2020-07-27 13:29:52,060 - mmaction - INFO - Epoch [82][2180/3757] lr: 2.000e-04, eta: 13:03:41, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.1589 2020-07-27 13:30:05,184 - mmaction - INFO - Epoch [82][2200/3757] lr: 2.000e-04, eta: 13:03:27, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2591, loss: 1.2591, grad_norm: 6.9223 2020-07-27 13:30:18,649 - mmaction - INFO - Epoch [82][2220/3757] lr: 2.000e-04, eta: 13:03:13, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.8345 2020-07-27 13:30:31,139 - mmaction - INFO - Epoch [82][2240/3757] lr: 2.000e-04, eta: 13:02:59, time: 0.621, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3151, loss: 1.3151, grad_norm: 7.1659 2020-07-27 13:30:44,042 - mmaction - INFO - Epoch [82][2260/3757] lr: 2.000e-04, eta: 13:02:46, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.9071 2020-07-27 13:30:57,560 - mmaction - INFO - Epoch [82][2280/3757] lr: 2.000e-04, eta: 13:02:32, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1499, loss: 1.1499, grad_norm: 6.5633 2020-07-27 13:31:10,803 - mmaction - INFO - Epoch [82][2300/3757] lr: 2.000e-04, eta: 13:02:18, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2533, loss: 1.2533, grad_norm: 7.1375 2020-07-27 13:31:24,779 - mmaction - INFO - Epoch [82][2320/3757] lr: 2.000e-04, eta: 13:02:05, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2656, loss: 1.2656, grad_norm: 7.1472 2020-07-27 13:31:38,061 - mmaction - INFO - Epoch [82][2340/3757] lr: 2.000e-04, eta: 13:01:51, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.2962, loss: 1.2962, grad_norm: 7.1273 2020-07-27 13:31:50,898 - mmaction - INFO - Epoch [82][2360/3757] lr: 2.000e-04, eta: 13:01:37, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3096, loss: 1.3096, grad_norm: 7.1310 2020-07-27 13:32:03,565 - mmaction - INFO - Epoch [82][2380/3757] lr: 2.000e-04, eta: 13:01:24, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.3128, loss: 1.3128, grad_norm: 7.0668 2020-07-27 13:32:16,800 - mmaction - INFO - Epoch [82][2400/3757] lr: 2.000e-04, eta: 13:01:10, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.9347 2020-07-27 13:32:29,243 - mmaction - INFO - Epoch [82][2420/3757] lr: 2.000e-04, eta: 13:00:56, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.1276 2020-07-27 13:32:43,205 - mmaction - INFO - Epoch [82][2440/3757] lr: 2.000e-04, eta: 13:00:43, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2708, loss: 1.2708, grad_norm: 7.1211 2020-07-27 13:32:56,119 - mmaction - INFO - Epoch [82][2460/3757] lr: 2.000e-04, eta: 13:00:29, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.0551 2020-07-27 13:33:08,867 - mmaction - INFO - Epoch [82][2480/3757] lr: 2.000e-04, eta: 13:00:15, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.9409 2020-07-27 13:33:21,596 - mmaction - INFO - Epoch [82][2500/3757] lr: 2.000e-04, eta: 13:00:01, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2302, loss: 1.2302, grad_norm: 6.9652 2020-07-27 13:33:35,018 - mmaction - INFO - Epoch [82][2520/3757] lr: 2.000e-04, eta: 12:59:48, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8664, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.9674 2020-07-27 13:33:48,003 - mmaction - INFO - Epoch [82][2540/3757] lr: 2.000e-04, eta: 12:59:34, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.6919 2020-07-27 13:34:01,897 - mmaction - INFO - Epoch [82][2560/3757] lr: 2.000e-04, eta: 12:59:20, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2451, loss: 1.2451, grad_norm: 6.8820 2020-07-27 13:34:15,015 - mmaction - INFO - Epoch [82][2580/3757] lr: 2.000e-04, eta: 12:59:07, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.0196 2020-07-27 13:34:28,724 - mmaction - INFO - Epoch [82][2600/3757] lr: 2.000e-04, eta: 12:58:53, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1915, loss: 1.1915, grad_norm: 6.9449 2020-07-27 13:34:41,703 - mmaction - INFO - Epoch [82][2620/3757] lr: 2.000e-04, eta: 12:58:39, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.7877 2020-07-27 13:34:54,537 - mmaction - INFO - Epoch [82][2640/3757] lr: 2.000e-04, eta: 12:58:26, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3309, loss: 1.3309, grad_norm: 7.1149 2020-07-27 13:35:07,543 - mmaction - INFO - Epoch [82][2660/3757] lr: 2.000e-04, eta: 12:58:12, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.0868 2020-07-27 13:35:20,724 - mmaction - INFO - Epoch [82][2680/3757] lr: 2.000e-04, eta: 12:57:58, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.0104 2020-07-27 13:35:33,642 - mmaction - INFO - Epoch [82][2700/3757] lr: 2.000e-04, eta: 12:57:45, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.1680, loss: 1.1680, grad_norm: 6.9407 2020-07-27 13:35:46,867 - mmaction - INFO - Epoch [82][2720/3757] lr: 2.000e-04, eta: 12:57:31, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.9668 2020-07-27 13:35:59,851 - mmaction - INFO - Epoch [82][2740/3757] lr: 2.000e-04, eta: 12:57:17, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2442, loss: 1.2442, grad_norm: 6.9879 2020-07-27 13:36:13,964 - mmaction - INFO - Epoch [82][2760/3757] lr: 2.000e-04, eta: 12:57:04, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.7672 2020-07-27 13:36:26,583 - mmaction - INFO - Epoch [82][2780/3757] lr: 2.000e-04, eta: 12:56:50, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.2865, loss: 1.2865, grad_norm: 7.1913 2020-07-27 13:36:39,542 - mmaction - INFO - Epoch [82][2800/3757] lr: 2.000e-04, eta: 12:56:36, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3406, loss: 1.3406, grad_norm: 7.1399 2020-07-27 13:36:52,906 - mmaction - INFO - Epoch [82][2820/3757] lr: 2.000e-04, eta: 12:56:23, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.9309 2020-07-27 13:37:05,872 - mmaction - INFO - Epoch [82][2840/3757] lr: 2.000e-04, eta: 12:56:09, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.9021 2020-07-27 13:37:19,373 - mmaction - INFO - Epoch [82][2860/3757] lr: 2.000e-04, eta: 12:55:55, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.8094 2020-07-27 13:37:32,139 - mmaction - INFO - Epoch [82][2880/3757] lr: 2.000e-04, eta: 12:55:41, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2692, loss: 1.2692, grad_norm: 7.1040 2020-07-27 13:37:46,340 - mmaction - INFO - Epoch [82][2900/3757] lr: 2.000e-04, eta: 12:55:28, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.2039, loss: 1.2039, grad_norm: 6.9578 2020-07-27 13:37:59,487 - mmaction - INFO - Epoch [82][2920/3757] lr: 2.000e-04, eta: 12:55:14, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.7970 2020-07-27 13:38:11,985 - mmaction - INFO - Epoch [82][2940/3757] lr: 2.000e-04, eta: 12:55:00, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2639, loss: 1.2639, grad_norm: 7.2000 2020-07-27 13:38:25,130 - mmaction - INFO - Epoch [82][2960/3757] lr: 2.000e-04, eta: 12:54:47, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2328, loss: 1.2328, grad_norm: 7.0259 2020-07-27 13:38:38,218 - mmaction - INFO - Epoch [82][2980/3757] lr: 2.000e-04, eta: 12:54:33, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2575, loss: 1.2575, grad_norm: 7.1096 2020-07-27 13:38:51,753 - mmaction - INFO - Epoch [82][3000/3757] lr: 2.000e-04, eta: 12:54:19, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.8915 2020-07-27 13:39:05,105 - mmaction - INFO - Epoch [82][3020/3757] lr: 2.000e-04, eta: 12:54:06, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.8592 2020-07-27 13:39:17,886 - mmaction - INFO - Epoch [82][3040/3757] lr: 2.000e-04, eta: 12:53:52, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2951, loss: 1.2951, grad_norm: 7.1934 2020-07-27 13:39:30,644 - mmaction - INFO - Epoch [82][3060/3757] lr: 2.000e-04, eta: 12:53:38, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3248, loss: 1.3248, grad_norm: 7.1533 2020-07-27 13:39:43,494 - mmaction - INFO - Epoch [82][3080/3757] lr: 2.000e-04, eta: 12:53:25, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.9240 2020-07-27 13:39:56,488 - mmaction - INFO - Epoch [82][3100/3757] lr: 2.000e-04, eta: 12:53:11, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2816, loss: 1.2816, grad_norm: 7.1339 2020-07-27 13:40:09,300 - mmaction - INFO - Epoch [82][3120/3757] lr: 2.000e-04, eta: 12:52:57, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2867, loss: 1.2867, grad_norm: 7.1920 2020-07-27 13:40:22,132 - mmaction - INFO - Epoch [82][3140/3757] lr: 2.000e-04, eta: 12:52:43, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8953, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.9411 2020-07-27 13:40:35,867 - mmaction - INFO - Epoch [82][3160/3757] lr: 2.000e-04, eta: 12:52:30, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1808, loss: 1.1808, grad_norm: 6.8003 2020-07-27 13:40:48,580 - mmaction - INFO - Epoch [82][3180/3757] lr: 2.000e-04, eta: 12:52:16, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.1958, loss: 1.1958, grad_norm: 6.8991 2020-07-27 13:41:01,542 - mmaction - INFO - Epoch [82][3200/3757] lr: 2.000e-04, eta: 12:52:02, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.9933 2020-07-27 13:41:14,176 - mmaction - INFO - Epoch [82][3220/3757] lr: 2.000e-04, eta: 12:51:48, time: 0.637, data_time: 0.009, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.8230 2020-07-27 13:41:26,905 - mmaction - INFO - Epoch [82][3240/3757] lr: 2.000e-04, eta: 12:51:35, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2882, loss: 1.2882, grad_norm: 7.1268 2020-07-27 13:41:41,099 - mmaction - INFO - Epoch [82][3260/3757] lr: 2.000e-04, eta: 12:51:21, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2771, loss: 1.2771, grad_norm: 7.3481 2020-07-27 13:41:53,683 - mmaction - INFO - Epoch [82][3280/3757] lr: 2.000e-04, eta: 12:51:07, time: 0.626, data_time: 0.004, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2778, loss: 1.2778, grad_norm: 6.8784 2020-07-27 13:42:06,878 - mmaction - INFO - Epoch [82][3300/3757] lr: 2.000e-04, eta: 12:50:54, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2330, loss: 1.2330, grad_norm: 7.1006 2020-07-27 13:42:20,187 - mmaction - INFO - Epoch [82][3320/3757] lr: 2.000e-04, eta: 12:50:40, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2681, loss: 1.2681, grad_norm: 7.0771 2020-07-27 13:42:33,931 - mmaction - INFO - Epoch [82][3340/3757] lr: 2.000e-04, eta: 12:50:27, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.8727 2020-07-27 13:42:46,379 - mmaction - INFO - Epoch [82][3360/3757] lr: 2.000e-04, eta: 12:50:13, time: 0.620, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1961, loss: 1.1961, grad_norm: 7.0763 2020-07-27 13:42:59,224 - mmaction - INFO - Epoch [82][3380/3757] lr: 2.000e-04, eta: 12:49:59, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2527, loss: 1.2527, grad_norm: 7.0875 2020-07-27 13:43:12,228 - mmaction - INFO - Epoch [82][3400/3757] lr: 2.000e-04, eta: 12:49:45, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.9446 2020-07-27 13:43:25,082 - mmaction - INFO - Epoch [82][3420/3757] lr: 2.000e-04, eta: 12:49:31, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.9658 2020-07-27 13:43:37,814 - mmaction - INFO - Epoch [82][3440/3757] lr: 2.000e-04, eta: 12:49:18, time: 0.637, data_time: 0.003, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.0396 2020-07-27 13:43:50,613 - mmaction - INFO - Epoch [82][3460/3757] lr: 2.000e-04, eta: 12:49:04, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2489, loss: 1.2489, grad_norm: 7.1851 2020-07-27 13:44:03,932 - mmaction - INFO - Epoch [82][3480/3757] lr: 2.000e-04, eta: 12:48:50, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2533, loss: 1.2533, grad_norm: 7.1680 2020-07-27 13:44:17,046 - mmaction - INFO - Epoch [82][3500/3757] lr: 2.000e-04, eta: 12:48:37, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2370, loss: 1.2370, grad_norm: 7.0303 2020-07-27 13:44:29,740 - mmaction - INFO - Epoch [82][3520/3757] lr: 2.000e-04, eta: 12:48:23, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2535, loss: 1.2535, grad_norm: 7.0832 2020-07-27 13:44:42,686 - mmaction - INFO - Epoch [82][3540/3757] lr: 2.000e-04, eta: 12:48:09, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.9290 2020-07-27 13:44:55,565 - mmaction - INFO - Epoch [82][3560/3757] lr: 2.000e-04, eta: 12:47:55, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.9887 2020-07-27 13:45:08,427 - mmaction - INFO - Epoch [82][3580/3757] lr: 2.000e-04, eta: 12:47:42, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.8919 2020-07-27 13:45:21,161 - mmaction - INFO - Epoch [82][3600/3757] lr: 2.000e-04, eta: 12:47:28, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2187, loss: 1.2187, grad_norm: 7.1202 2020-07-27 13:45:35,191 - mmaction - INFO - Epoch [82][3620/3757] lr: 2.000e-04, eta: 12:47:14, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2779, loss: 1.2779, grad_norm: 7.2505 2020-07-27 13:45:48,382 - mmaction - INFO - Epoch [82][3640/3757] lr: 2.000e-04, eta: 12:47:01, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2396, loss: 1.2396, grad_norm: 7.0263 2020-07-27 13:46:00,915 - mmaction - INFO - Epoch [82][3660/3757] lr: 2.000e-04, eta: 12:46:47, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8562, loss_cls: 1.2649, loss: 1.2649, grad_norm: 7.0171 2020-07-27 13:46:13,586 - mmaction - INFO - Epoch [82][3680/3757] lr: 2.000e-04, eta: 12:46:33, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1747, loss: 1.1747, grad_norm: 7.0507 2020-07-27 13:46:26,363 - mmaction - INFO - Epoch [82][3700/3757] lr: 2.000e-04, eta: 12:46:19, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2600, loss: 1.2600, grad_norm: 6.8855 2020-07-27 13:46:40,388 - mmaction - INFO - Epoch [82][3720/3757] lr: 2.000e-04, eta: 12:46:06, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.9445 2020-07-27 13:46:53,260 - mmaction - INFO - Epoch [82][3740/3757] lr: 2.000e-04, eta: 12:45:52, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.9123 2020-07-27 13:47:04,230 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-07-27 13:47:26,065 - mmaction - INFO - Epoch [83][20/3757] lr: 2.000e-04, eta: 12:45:26, time: 0.997, data_time: 0.331, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1566, loss: 1.1566, grad_norm: 6.7692 2020-07-27 13:47:38,957 - mmaction - INFO - Epoch [83][40/3757] lr: 2.000e-04, eta: 12:45:12, time: 0.644, data_time: 0.002, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.1727, loss: 1.1727, grad_norm: 6.8402 2020-07-27 13:47:52,091 - mmaction - INFO - Epoch [83][60/3757] lr: 2.000e-04, eta: 12:44:58, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2488, loss: 1.2488, grad_norm: 7.0460 2020-07-27 13:48:04,613 - mmaction - INFO - Epoch [83][80/3757] lr: 2.000e-04, eta: 12:44:45, time: 0.625, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2226, loss: 1.2226, grad_norm: 7.1605 2020-07-27 13:48:17,513 - mmaction - INFO - Epoch [83][100/3757] lr: 2.000e-04, eta: 12:44:31, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.2504 2020-07-27 13:48:30,482 - mmaction - INFO - Epoch [83][120/3757] lr: 2.000e-04, eta: 12:44:17, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3136, loss: 1.3136, grad_norm: 7.0696 2020-07-27 13:48:43,894 - mmaction - INFO - Epoch [83][140/3757] lr: 2.000e-04, eta: 12:44:03, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2074, loss: 1.2074, grad_norm: 6.8459 2020-07-27 13:48:57,445 - mmaction - INFO - Epoch [83][160/3757] lr: 2.000e-04, eta: 12:43:50, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2520, loss: 1.2520, grad_norm: 7.0732 2020-07-27 13:49:10,332 - mmaction - INFO - Epoch [83][180/3757] lr: 2.000e-04, eta: 12:43:36, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.7733 2020-07-27 13:49:22,966 - mmaction - INFO - Epoch [83][200/3757] lr: 2.000e-04, eta: 12:43:22, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.9718 2020-07-27 13:49:35,771 - mmaction - INFO - Epoch [83][220/3757] lr: 2.000e-04, eta: 12:43:09, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.7441 2020-07-27 13:49:48,628 - mmaction - INFO - Epoch [83][240/3757] lr: 2.000e-04, eta: 12:42:55, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.0834 2020-07-27 13:50:01,820 - mmaction - INFO - Epoch [83][260/3757] lr: 2.000e-04, eta: 12:42:41, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3247, loss: 1.3247, grad_norm: 7.2278 2020-07-27 13:50:14,987 - mmaction - INFO - Epoch [83][280/3757] lr: 2.000e-04, eta: 12:42:27, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.9623 2020-07-27 13:50:27,847 - mmaction - INFO - Epoch [83][300/3757] lr: 2.000e-04, eta: 12:42:14, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.9578 2020-07-27 13:50:41,299 - mmaction - INFO - Epoch [83][320/3757] lr: 2.000e-04, eta: 12:42:00, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.9148 2020-07-27 13:50:56,246 - mmaction - INFO - Epoch [83][340/3757] lr: 2.000e-04, eta: 12:41:47, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.7971 2020-07-27 13:51:09,428 - mmaction - INFO - Epoch [83][360/3757] lr: 2.000e-04, eta: 12:41:33, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8578, loss_cls: 1.2383, loss: 1.2383, grad_norm: 6.7329 2020-07-27 13:51:22,761 - mmaction - INFO - Epoch [83][380/3757] lr: 2.000e-04, eta: 12:41:20, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2295, loss: 1.2295, grad_norm: 7.1432 2020-07-27 13:51:36,304 - mmaction - INFO - Epoch [83][400/3757] lr: 2.000e-04, eta: 12:41:06, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.1934, loss: 1.1934, grad_norm: 6.7200 2020-07-27 13:51:49,764 - mmaction - INFO - Epoch [83][420/3757] lr: 2.000e-04, eta: 12:40:52, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2555, loss: 1.2555, grad_norm: 6.9981 2020-07-27 13:52:02,648 - mmaction - INFO - Epoch [83][440/3757] lr: 2.000e-04, eta: 12:40:39, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2421, loss: 1.2421, grad_norm: 7.1303 2020-07-27 13:52:16,135 - mmaction - INFO - Epoch [83][460/3757] lr: 2.000e-04, eta: 12:40:25, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2380, loss: 1.2380, grad_norm: 7.1107 2020-07-27 13:52:29,389 - mmaction - INFO - Epoch [83][480/3757] lr: 2.000e-04, eta: 12:40:11, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2660, loss: 1.2660, grad_norm: 7.0222 2020-07-27 13:52:43,443 - mmaction - INFO - Epoch [83][500/3757] lr: 2.000e-04, eta: 12:39:58, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.6616 2020-07-27 13:52:56,098 - mmaction - INFO - Epoch [83][520/3757] lr: 2.000e-04, eta: 12:39:44, time: 0.639, data_time: 0.009, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.8543 2020-07-27 13:53:09,472 - mmaction - INFO - Epoch [83][540/3757] lr: 2.000e-04, eta: 12:39:30, time: 0.669, data_time: 0.003, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2631, loss: 1.2631, grad_norm: 7.2688 2020-07-27 13:53:23,025 - mmaction - INFO - Epoch [83][560/3757] lr: 2.000e-04, eta: 12:39:17, time: 0.678, data_time: 0.002, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8742, loss_cls: 1.2026, loss: 1.2026, grad_norm: 6.7707 2020-07-27 13:53:36,385 - mmaction - INFO - Epoch [83][580/3757] lr: 2.000e-04, eta: 12:39:03, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8570, loss_cls: 1.2795, loss: 1.2795, grad_norm: 7.0050 2020-07-27 13:53:49,386 - mmaction - INFO - Epoch [83][600/3757] lr: 2.000e-04, eta: 12:38:49, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2454, loss: 1.2454, grad_norm: 6.9466 2020-07-27 13:54:02,463 - mmaction - INFO - Epoch [83][620/3757] lr: 2.000e-04, eta: 12:38:36, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2534, loss: 1.2534, grad_norm: 7.2053 2020-07-27 13:54:15,127 - mmaction - INFO - Epoch [83][640/3757] lr: 2.000e-04, eta: 12:38:22, time: 0.634, data_time: 0.003, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8836, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.3713 2020-07-27 13:54:28,116 - mmaction - INFO - Epoch [83][660/3757] lr: 2.000e-04, eta: 12:38:08, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.7832 2020-07-27 13:54:42,371 - mmaction - INFO - Epoch [83][680/3757] lr: 2.000e-04, eta: 12:37:55, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.9226 2020-07-27 13:54:55,543 - mmaction - INFO - Epoch [83][700/3757] lr: 2.000e-04, eta: 12:37:41, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.2865 2020-07-27 13:55:08,278 - mmaction - INFO - Epoch [83][720/3757] lr: 2.000e-04, eta: 12:37:27, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.8337 2020-07-27 13:55:21,662 - mmaction - INFO - Epoch [83][740/3757] lr: 2.000e-04, eta: 12:37:14, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.8213 2020-07-27 13:55:34,735 - mmaction - INFO - Epoch [83][760/3757] lr: 2.000e-04, eta: 12:37:00, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3192, loss: 1.3192, grad_norm: 7.2277 2020-07-27 13:55:47,863 - mmaction - INFO - Epoch [83][780/3757] lr: 2.000e-04, eta: 12:36:46, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.1061 2020-07-27 13:56:01,893 - mmaction - INFO - Epoch [83][800/3757] lr: 2.000e-04, eta: 12:36:33, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.0118 2020-07-27 13:56:14,523 - mmaction - INFO - Epoch [83][820/3757] lr: 2.000e-04, eta: 12:36:19, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8812, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.7410 2020-07-27 13:56:27,559 - mmaction - INFO - Epoch [83][840/3757] lr: 2.000e-04, eta: 12:36:05, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3012, loss: 1.3012, grad_norm: 7.0962 2020-07-27 13:56:40,414 - mmaction - INFO - Epoch [83][860/3757] lr: 2.000e-04, eta: 12:35:52, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.0832 2020-07-27 13:56:53,430 - mmaction - INFO - Epoch [83][880/3757] lr: 2.000e-04, eta: 12:35:38, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.2018 2020-07-27 13:57:07,107 - mmaction - INFO - Epoch [83][900/3757] lr: 2.000e-04, eta: 12:35:24, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2039, loss: 1.2039, grad_norm: 6.8374 2020-07-27 13:57:20,210 - mmaction - INFO - Epoch [83][920/3757] lr: 2.000e-04, eta: 12:35:11, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2306, loss: 1.2306, grad_norm: 6.9322 2020-07-27 13:57:33,632 - mmaction - INFO - Epoch [83][940/3757] lr: 2.000e-04, eta: 12:34:57, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.1774 2020-07-27 13:57:46,805 - mmaction - INFO - Epoch [83][960/3757] lr: 2.000e-04, eta: 12:34:43, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.0487 2020-07-27 13:58:00,416 - mmaction - INFO - Epoch [83][980/3757] lr: 2.000e-04, eta: 12:34:30, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2663, loss: 1.2663, grad_norm: 7.1333 2020-07-27 13:58:13,311 - mmaction - INFO - Epoch [83][1000/3757] lr: 2.000e-04, eta: 12:34:16, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1976, loss: 1.1976, grad_norm: 6.9542 2020-07-27 13:58:27,058 - mmaction - INFO - Epoch [83][1020/3757] lr: 2.000e-04, eta: 12:34:03, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2738, loss: 1.2738, grad_norm: 7.2292 2020-07-27 13:58:40,329 - mmaction - INFO - Epoch [83][1040/3757] lr: 2.000e-04, eta: 12:33:49, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.7730 2020-07-27 13:58:53,209 - mmaction - INFO - Epoch [83][1060/3757] lr: 2.000e-04, eta: 12:33:35, time: 0.645, data_time: 0.009, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2170, loss: 1.2170, grad_norm: 7.1006 2020-07-27 13:59:07,518 - mmaction - INFO - Epoch [83][1080/3757] lr: 2.000e-04, eta: 12:33:22, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.8196 2020-07-27 13:59:20,532 - mmaction - INFO - Epoch [83][1100/3757] lr: 2.000e-04, eta: 12:33:08, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2518, loss: 1.2518, grad_norm: 7.1287 2020-07-27 13:59:34,010 - mmaction - INFO - Epoch [83][1120/3757] lr: 2.000e-04, eta: 12:32:54, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2324, loss: 1.2324, grad_norm: 6.9435 2020-07-27 13:59:47,799 - mmaction - INFO - Epoch [83][1140/3757] lr: 2.000e-04, eta: 12:32:41, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2414, loss: 1.2414, grad_norm: 6.9736 2020-07-27 14:00:00,355 - mmaction - INFO - Epoch [83][1160/3757] lr: 2.000e-04, eta: 12:32:27, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.9970 2020-07-27 14:00:15,608 - mmaction - INFO - Epoch [83][1180/3757] lr: 2.000e-04, eta: 12:32:14, time: 0.747, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1818, loss: 1.1818, grad_norm: 7.0105 2020-07-27 14:00:28,596 - mmaction - INFO - Epoch [83][1200/3757] lr: 2.000e-04, eta: 12:32:00, time: 0.665, data_time: 0.034, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2007, loss: 1.2007, grad_norm: 7.1306 2020-07-27 14:00:41,456 - mmaction - INFO - Epoch [83][1220/3757] lr: 2.000e-04, eta: 12:31:46, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.0261 2020-07-27 14:00:55,046 - mmaction - INFO - Epoch [83][1240/3757] lr: 2.000e-04, eta: 12:31:33, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2654, loss: 1.2654, grad_norm: 7.0332 2020-07-27 14:01:07,832 - mmaction - INFO - Epoch [83][1260/3757] lr: 2.000e-04, eta: 12:31:19, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1329, loss: 1.1329, grad_norm: 6.8936 2020-07-27 14:01:22,026 - mmaction - INFO - Epoch [83][1280/3757] lr: 2.000e-04, eta: 12:31:06, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2801, loss: 1.2801, grad_norm: 7.1633 2020-07-27 14:01:34,815 - mmaction - INFO - Epoch [83][1300/3757] lr: 2.000e-04, eta: 12:30:52, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.9430 2020-07-27 14:01:49,113 - mmaction - INFO - Epoch [83][1320/3757] lr: 2.000e-04, eta: 12:30:38, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1708, loss: 1.1708, grad_norm: 6.9813 2020-07-27 14:02:01,983 - mmaction - INFO - Epoch [83][1340/3757] lr: 2.000e-04, eta: 12:30:25, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 7.0182 2020-07-27 14:02:15,084 - mmaction - INFO - Epoch [83][1360/3757] lr: 2.000e-04, eta: 12:30:11, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2699, loss: 1.2699, grad_norm: 7.1681 2020-07-27 14:02:27,862 - mmaction - INFO - Epoch [83][1380/3757] lr: 2.000e-04, eta: 12:29:57, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.0413 2020-07-27 14:02:40,756 - mmaction - INFO - Epoch [83][1400/3757] lr: 2.000e-04, eta: 12:29:43, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2635, loss: 1.2635, grad_norm: 7.1594 2020-07-27 14:02:54,366 - mmaction - INFO - Epoch [83][1420/3757] lr: 2.000e-04, eta: 12:29:30, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2614, loss: 1.2614, grad_norm: 7.1280 2020-07-27 14:03:07,147 - mmaction - INFO - Epoch [83][1440/3757] lr: 2.000e-04, eta: 12:29:16, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8703, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.9155 2020-07-27 14:03:19,898 - mmaction - INFO - Epoch [83][1460/3757] lr: 2.000e-04, eta: 12:29:02, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2976, loss: 1.2976, grad_norm: 7.3383 2020-07-27 14:03:33,184 - mmaction - INFO - Epoch [83][1480/3757] lr: 2.000e-04, eta: 12:28:49, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2976, loss: 1.2976, grad_norm: 7.3667 2020-07-27 14:03:46,460 - mmaction - INFO - Epoch [83][1500/3757] lr: 2.000e-04, eta: 12:28:35, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.2810, loss: 1.2810, grad_norm: 7.2692 2020-07-27 14:03:59,746 - mmaction - INFO - Epoch [83][1520/3757] lr: 2.000e-04, eta: 12:28:21, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2953, loss: 1.2953, grad_norm: 7.3751 2020-07-27 14:04:12,527 - mmaction - INFO - Epoch [83][1540/3757] lr: 2.000e-04, eta: 12:28:08, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2315, loss: 1.2315, grad_norm: 7.0881 2020-07-27 14:04:25,379 - mmaction - INFO - Epoch [83][1560/3757] lr: 2.000e-04, eta: 12:27:54, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3160, loss: 1.3160, grad_norm: 7.2791 2020-07-27 14:04:38,522 - mmaction - INFO - Epoch [83][1580/3757] lr: 2.000e-04, eta: 12:27:40, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.8852 2020-07-27 14:04:51,192 - mmaction - INFO - Epoch [83][1600/3757] lr: 2.000e-04, eta: 12:27:26, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.9613 2020-07-27 14:05:04,340 - mmaction - INFO - Epoch [83][1620/3757] lr: 2.000e-04, eta: 12:27:13, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.1946, loss: 1.1946, grad_norm: 6.9987 2020-07-27 14:05:17,051 - mmaction - INFO - Epoch [83][1640/3757] lr: 2.000e-04, eta: 12:26:59, time: 0.635, data_time: 0.002, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.5845 2020-07-27 14:05:29,925 - mmaction - INFO - Epoch [83][1660/3757] lr: 2.000e-04, eta: 12:26:45, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2871, loss: 1.2871, grad_norm: 7.0665 2020-07-27 14:05:42,838 - mmaction - INFO - Epoch [83][1680/3757] lr: 2.000e-04, eta: 12:26:32, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1979, loss: 1.1979, grad_norm: 6.8837 2020-07-27 14:05:56,601 - mmaction - INFO - Epoch [83][1700/3757] lr: 2.000e-04, eta: 12:26:18, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.8330 2020-07-27 14:06:09,757 - mmaction - INFO - Epoch [83][1720/3757] lr: 2.000e-04, eta: 12:26:04, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8914, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.9657 2020-07-27 14:06:22,376 - mmaction - INFO - Epoch [83][1740/3757] lr: 2.000e-04, eta: 12:25:51, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2782, loss: 1.2782, grad_norm: 6.9839 2020-07-27 14:06:35,344 - mmaction - INFO - Epoch [83][1760/3757] lr: 2.000e-04, eta: 12:25:37, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.9825 2020-07-27 14:06:49,055 - mmaction - INFO - Epoch [83][1780/3757] lr: 2.000e-04, eta: 12:25:23, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1846, loss: 1.1846, grad_norm: 7.2114 2020-07-27 14:07:01,806 - mmaction - INFO - Epoch [83][1800/3757] lr: 2.000e-04, eta: 12:25:09, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.9876 2020-07-27 14:07:14,611 - mmaction - INFO - Epoch [83][1820/3757] lr: 2.000e-04, eta: 12:24:56, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.8275 2020-07-27 14:07:28,321 - mmaction - INFO - Epoch [83][1840/3757] lr: 2.000e-04, eta: 12:24:42, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.6208 2020-07-27 14:07:41,884 - mmaction - INFO - Epoch [83][1860/3757] lr: 2.000e-04, eta: 12:24:29, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.9538 2020-07-27 14:07:55,716 - mmaction - INFO - Epoch [83][1880/3757] lr: 2.000e-04, eta: 12:24:15, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2097, loss: 1.2097, grad_norm: 6.9667 2020-07-27 14:08:08,725 - mmaction - INFO - Epoch [83][1900/3757] lr: 2.000e-04, eta: 12:24:01, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.1223 2020-07-27 14:08:21,264 - mmaction - INFO - Epoch [83][1920/3757] lr: 2.000e-04, eta: 12:23:48, time: 0.631, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2194, loss: 1.2194, grad_norm: 7.0184 2020-07-27 14:08:34,535 - mmaction - INFO - Epoch [83][1940/3757] lr: 2.000e-04, eta: 12:23:34, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2100, loss: 1.2100, grad_norm: 6.9546 2020-07-27 14:08:47,291 - mmaction - INFO - Epoch [83][1960/3757] lr: 2.000e-04, eta: 12:23:20, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.7266 2020-07-27 14:09:00,395 - mmaction - INFO - Epoch [83][1980/3757] lr: 2.000e-04, eta: 12:23:06, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.9265 2020-07-27 14:09:12,872 - mmaction - INFO - Epoch [83][2000/3757] lr: 2.000e-04, eta: 12:22:53, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2037, loss: 1.2037, grad_norm: 6.9129 2020-07-27 14:09:26,072 - mmaction - INFO - Epoch [83][2020/3757] lr: 2.000e-04, eta: 12:22:39, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2440, loss: 1.2440, grad_norm: 7.1531 2020-07-27 14:09:38,833 - mmaction - INFO - Epoch [83][2040/3757] lr: 2.000e-04, eta: 12:22:25, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2160, loss: 1.2160, grad_norm: 7.1161 2020-07-27 14:09:52,050 - mmaction - INFO - Epoch [83][2060/3757] lr: 2.000e-04, eta: 12:22:12, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.8444 2020-07-27 14:10:04,960 - mmaction - INFO - Epoch [83][2080/3757] lr: 2.000e-04, eta: 12:21:58, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2557, loss: 1.2557, grad_norm: 7.0865 2020-07-27 14:10:18,423 - mmaction - INFO - Epoch [83][2100/3757] lr: 2.000e-04, eta: 12:21:44, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.0283 2020-07-27 14:10:31,267 - mmaction - INFO - Epoch [83][2120/3757] lr: 2.000e-04, eta: 12:21:30, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.8159 2020-07-27 14:10:44,183 - mmaction - INFO - Epoch [83][2140/3757] lr: 2.000e-04, eta: 12:21:17, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2675, loss: 1.2675, grad_norm: 7.2161 2020-07-27 14:10:57,875 - mmaction - INFO - Epoch [83][2160/3757] lr: 2.000e-04, eta: 12:21:03, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.2100 2020-07-27 14:11:11,175 - mmaction - INFO - Epoch [83][2180/3757] lr: 2.000e-04, eta: 12:20:50, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.1583 2020-07-27 14:11:25,023 - mmaction - INFO - Epoch [83][2200/3757] lr: 2.000e-04, eta: 12:20:36, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3193, loss: 1.3193, grad_norm: 7.2226 2020-07-27 14:11:37,602 - mmaction - INFO - Epoch [83][2220/3757] lr: 2.000e-04, eta: 12:20:22, time: 0.629, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2479, loss: 1.2479, grad_norm: 7.0564 2020-07-27 14:11:50,669 - mmaction - INFO - Epoch [83][2240/3757] lr: 2.000e-04, eta: 12:20:09, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.9245 2020-07-27 14:12:03,577 - mmaction - INFO - Epoch [83][2260/3757] lr: 2.000e-04, eta: 12:19:55, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.2926, loss: 1.2926, grad_norm: 7.2098 2020-07-27 14:12:16,448 - mmaction - INFO - Epoch [83][2280/3757] lr: 2.000e-04, eta: 12:19:41, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.7133 2020-07-27 14:12:30,617 - mmaction - INFO - Epoch [83][2300/3757] lr: 2.000e-04, eta: 12:19:28, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2421, loss: 1.2421, grad_norm: 7.0210 2020-07-27 14:12:44,067 - mmaction - INFO - Epoch [83][2320/3757] lr: 2.000e-04, eta: 12:19:14, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.7590 2020-07-27 14:12:58,377 - mmaction - INFO - Epoch [83][2340/3757] lr: 2.000e-04, eta: 12:19:01, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.2070, loss: 1.2070, grad_norm: 7.0006 2020-07-27 14:13:11,592 - mmaction - INFO - Epoch [83][2360/3757] lr: 2.000e-04, eta: 12:18:47, time: 0.661, data_time: 0.003, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1840, loss: 1.1840, grad_norm: 6.9688 2020-07-27 14:13:24,308 - mmaction - INFO - Epoch [83][2380/3757] lr: 2.000e-04, eta: 12:18:33, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1695, loss: 1.1695, grad_norm: 6.9806 2020-07-27 14:13:36,962 - mmaction - INFO - Epoch [83][2400/3757] lr: 2.000e-04, eta: 12:18:19, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.0698 2020-07-27 14:13:51,206 - mmaction - INFO - Epoch [83][2420/3757] lr: 2.000e-04, eta: 12:18:06, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2257, loss: 1.2257, grad_norm: 7.1482 2020-07-27 14:14:03,931 - mmaction - INFO - Epoch [83][2440/3757] lr: 2.000e-04, eta: 12:17:52, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.9446 2020-07-27 14:14:17,348 - mmaction - INFO - Epoch [83][2460/3757] lr: 2.000e-04, eta: 12:17:39, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2206, loss: 1.2206, grad_norm: 7.2718 2020-07-27 14:14:30,197 - mmaction - INFO - Epoch [83][2480/3757] lr: 2.000e-04, eta: 12:17:25, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.8294 2020-07-27 14:14:43,819 - mmaction - INFO - Epoch [83][2500/3757] lr: 2.000e-04, eta: 12:17:11, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8695, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.8116 2020-07-27 14:14:57,623 - mmaction - INFO - Epoch [83][2520/3757] lr: 2.000e-04, eta: 12:16:58, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2965, loss: 1.2965, grad_norm: 7.1501 2020-07-27 14:15:12,164 - mmaction - INFO - Epoch [83][2540/3757] lr: 2.000e-04, eta: 12:16:44, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2703, loss: 1.2703, grad_norm: 7.0741 2020-07-27 14:15:25,893 - mmaction - INFO - Epoch [83][2560/3757] lr: 2.000e-04, eta: 12:16:31, time: 0.689, data_time: 0.009, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2360, loss: 1.2360, grad_norm: 7.0808 2020-07-27 14:15:38,555 - mmaction - INFO - Epoch [83][2580/3757] lr: 2.000e-04, eta: 12:16:17, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.9510 2020-07-27 14:15:51,404 - mmaction - INFO - Epoch [83][2600/3757] lr: 2.000e-04, eta: 12:16:03, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3261, loss: 1.3261, grad_norm: 7.4249 2020-07-27 14:16:04,912 - mmaction - INFO - Epoch [83][2620/3757] lr: 2.000e-04, eta: 12:15:50, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.2673, loss: 1.2673, grad_norm: 7.1015 2020-07-27 14:16:18,912 - mmaction - INFO - Epoch [83][2640/3757] lr: 2.000e-04, eta: 12:15:36, time: 0.700, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.9780 2020-07-27 14:16:31,871 - mmaction - INFO - Epoch [83][2660/3757] lr: 2.000e-04, eta: 12:15:22, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2914, loss: 1.2914, grad_norm: 7.2812 2020-07-27 14:16:44,522 - mmaction - INFO - Epoch [83][2680/3757] lr: 2.000e-04, eta: 12:15:09, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2069, loss: 1.2069, grad_norm: 7.0466 2020-07-27 14:16:58,436 - mmaction - INFO - Epoch [83][2700/3757] lr: 2.000e-04, eta: 12:14:55, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2834, loss: 1.2834, grad_norm: 7.1137 2020-07-27 14:17:11,437 - mmaction - INFO - Epoch [83][2720/3757] lr: 2.000e-04, eta: 12:14:41, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.9343 2020-07-27 14:17:25,715 - mmaction - INFO - Epoch [83][2740/3757] lr: 2.000e-04, eta: 12:14:28, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2499, loss: 1.2499, grad_norm: 7.1333 2020-07-27 14:17:38,162 - mmaction - INFO - Epoch [83][2760/3757] lr: 2.000e-04, eta: 12:14:14, time: 0.622, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.1467, loss: 1.1467, grad_norm: 6.7277 2020-07-27 14:17:53,038 - mmaction - INFO - Epoch [83][2780/3757] lr: 2.000e-04, eta: 12:14:01, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8828, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.0659 2020-07-27 14:18:05,523 - mmaction - INFO - Epoch [83][2800/3757] lr: 2.000e-04, eta: 12:13:47, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2537, loss: 1.2537, grad_norm: 7.1238 2020-07-27 14:18:19,111 - mmaction - INFO - Epoch [83][2820/3757] lr: 2.000e-04, eta: 12:13:33, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3057, loss: 1.3057, grad_norm: 7.2810 2020-07-27 14:18:32,891 - mmaction - INFO - Epoch [83][2840/3757] lr: 2.000e-04, eta: 12:13:20, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1619, loss: 1.1619, grad_norm: 7.0388 2020-07-27 14:18:46,927 - mmaction - INFO - Epoch [83][2860/3757] lr: 2.000e-04, eta: 12:13:06, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.2300, loss: 1.2300, grad_norm: 7.1395 2020-07-27 14:18:59,731 - mmaction - INFO - Epoch [83][2880/3757] lr: 2.000e-04, eta: 12:12:53, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.9519 2020-07-27 14:19:12,540 - mmaction - INFO - Epoch [83][2900/3757] lr: 2.000e-04, eta: 12:12:39, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1929, loss: 1.1929, grad_norm: 7.0712 2020-07-27 14:19:25,964 - mmaction - INFO - Epoch [83][2920/3757] lr: 2.000e-04, eta: 12:12:25, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.3626 2020-07-27 14:19:38,834 - mmaction - INFO - Epoch [83][2940/3757] lr: 2.000e-04, eta: 12:12:12, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.1878, loss: 1.1878, grad_norm: 7.0257 2020-07-27 14:19:51,761 - mmaction - INFO - Epoch [83][2960/3757] lr: 2.000e-04, eta: 12:11:58, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2535, loss: 1.2535, grad_norm: 7.1267 2020-07-27 14:20:04,585 - mmaction - INFO - Epoch [83][2980/3757] lr: 2.000e-04, eta: 12:11:44, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2239, loss: 1.2239, grad_norm: 7.0898 2020-07-27 14:20:18,858 - mmaction - INFO - Epoch [83][3000/3757] lr: 2.000e-04, eta: 12:11:31, time: 0.713, data_time: 0.001, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1904, loss: 1.1904, grad_norm: 7.1205 2020-07-27 14:20:31,679 - mmaction - INFO - Epoch [83][3020/3757] lr: 2.000e-04, eta: 12:11:17, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.9607 2020-07-27 14:20:45,016 - mmaction - INFO - Epoch [83][3040/3757] lr: 2.000e-04, eta: 12:11:03, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.3447, loss: 1.3447, grad_norm: 7.2950 2020-07-27 14:20:58,260 - mmaction - INFO - Epoch [83][3060/3757] lr: 2.000e-04, eta: 12:10:50, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2857, loss: 1.2857, grad_norm: 7.1058 2020-07-27 14:21:11,808 - mmaction - INFO - Epoch [83][3080/3757] lr: 2.000e-04, eta: 12:10:36, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2169, loss: 1.2169, grad_norm: 6.7559 2020-07-27 14:21:24,643 - mmaction - INFO - Epoch [83][3100/3757] lr: 2.000e-04, eta: 12:10:22, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8977, loss_cls: 1.1670, loss: 1.1670, grad_norm: 7.1256 2020-07-27 14:21:38,195 - mmaction - INFO - Epoch [83][3120/3757] lr: 2.000e-04, eta: 12:10:09, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1630, loss: 1.1630, grad_norm: 6.8979 2020-07-27 14:21:52,081 - mmaction - INFO - Epoch [83][3140/3757] lr: 2.000e-04, eta: 12:09:55, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2122, loss: 1.2122, grad_norm: 6.9526 2020-07-27 14:22:04,780 - mmaction - INFO - Epoch [83][3160/3757] lr: 2.000e-04, eta: 12:09:41, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.1957, loss: 1.1957, grad_norm: 6.8406 2020-07-27 14:22:17,615 - mmaction - INFO - Epoch [83][3180/3757] lr: 2.000e-04, eta: 12:09:28, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.3073, loss: 1.3073, grad_norm: 7.1264 2020-07-27 14:22:30,705 - mmaction - INFO - Epoch [83][3200/3757] lr: 2.000e-04, eta: 12:09:14, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.0666 2020-07-27 14:22:43,529 - mmaction - INFO - Epoch [83][3220/3757] lr: 2.000e-04, eta: 12:09:00, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.2080, loss: 1.2080, grad_norm: 7.0096 2020-07-27 14:22:57,174 - mmaction - INFO - Epoch [83][3240/3757] lr: 2.000e-04, eta: 12:08:47, time: 0.683, data_time: 0.002, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.8092 2020-07-27 14:23:10,464 - mmaction - INFO - Epoch [83][3260/3757] lr: 2.000e-04, eta: 12:08:33, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.8310 2020-07-27 14:23:23,414 - mmaction - INFO - Epoch [83][3280/3757] lr: 2.000e-04, eta: 12:08:19, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1574, loss: 1.1574, grad_norm: 6.9606 2020-07-27 14:23:36,998 - mmaction - INFO - Epoch [83][3300/3757] lr: 2.000e-04, eta: 12:08:06, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.1704 2020-07-27 14:23:50,643 - mmaction - INFO - Epoch [83][3320/3757] lr: 2.000e-04, eta: 12:07:52, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2516, loss: 1.2516, grad_norm: 7.1137 2020-07-27 14:24:03,433 - mmaction - INFO - Epoch [83][3340/3757] lr: 2.000e-04, eta: 12:07:38, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1791, loss: 1.1791, grad_norm: 6.9501 2020-07-27 14:24:16,146 - mmaction - INFO - Epoch [83][3360/3757] lr: 2.000e-04, eta: 12:07:25, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2305, loss: 1.2305, grad_norm: 7.1515 2020-07-27 14:24:29,732 - mmaction - INFO - Epoch [83][3380/3757] lr: 2.000e-04, eta: 12:07:11, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1722, loss: 1.1722, grad_norm: 7.1111 2020-07-27 14:24:43,073 - mmaction - INFO - Epoch [83][3400/3757] lr: 2.000e-04, eta: 12:06:57, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.8105 2020-07-27 14:24:55,921 - mmaction - INFO - Epoch [83][3420/3757] lr: 2.000e-04, eta: 12:06:44, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.1440, loss: 1.1440, grad_norm: 7.0047 2020-07-27 14:25:08,733 - mmaction - INFO - Epoch [83][3440/3757] lr: 2.000e-04, eta: 12:06:30, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2637, loss: 1.2637, grad_norm: 7.2220 2020-07-27 14:25:22,172 - mmaction - INFO - Epoch [83][3460/3757] lr: 2.000e-04, eta: 12:06:16, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2459, loss: 1.2459, grad_norm: 7.1879 2020-07-27 14:25:35,818 - mmaction - INFO - Epoch [83][3480/3757] lr: 2.000e-04, eta: 12:06:03, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.9625 2020-07-27 14:25:49,414 - mmaction - INFO - Epoch [83][3500/3757] lr: 2.000e-04, eta: 12:05:49, time: 0.682, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1598, loss: 1.1598, grad_norm: 7.0525 2020-07-27 14:26:02,722 - mmaction - INFO - Epoch [83][3520/3757] lr: 2.000e-04, eta: 12:05:36, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2656, loss: 1.2656, grad_norm: 7.2186 2020-07-27 14:26:16,121 - mmaction - INFO - Epoch [83][3540/3757] lr: 2.000e-04, eta: 12:05:22, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.0916 2020-07-27 14:26:28,883 - mmaction - INFO - Epoch [83][3560/3757] lr: 2.000e-04, eta: 12:05:08, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2798, loss: 1.2798, grad_norm: 7.2449 2020-07-27 14:26:44,204 - mmaction - INFO - Epoch [83][3580/3757] lr: 2.000e-04, eta: 12:04:55, time: 0.770, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2137, loss: 1.2137, grad_norm: 7.1018 2020-07-27 14:26:56,640 - mmaction - INFO - Epoch [83][3600/3757] lr: 2.000e-04, eta: 12:04:41, time: 0.619, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.7827 2020-07-27 14:27:10,071 - mmaction - INFO - Epoch [83][3620/3757] lr: 2.000e-04, eta: 12:04:28, time: 0.674, data_time: 0.009, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2127, loss: 1.2127, grad_norm: 7.2692 2020-07-27 14:27:23,949 - mmaction - INFO - Epoch [83][3640/3757] lr: 2.000e-04, eta: 12:04:14, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2455, loss: 1.2455, grad_norm: 7.3208 2020-07-27 14:27:38,339 - mmaction - INFO - Epoch [83][3660/3757] lr: 2.000e-04, eta: 12:04:01, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8711, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.9684 2020-07-27 14:27:51,106 - mmaction - INFO - Epoch [83][3680/3757] lr: 2.000e-04, eta: 12:03:47, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2442, loss: 1.2442, grad_norm: 7.1591 2020-07-27 14:28:04,125 - mmaction - INFO - Epoch [83][3700/3757] lr: 2.000e-04, eta: 12:03:33, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2820, loss: 1.2820, grad_norm: 7.2441 2020-07-27 14:28:17,169 - mmaction - INFO - Epoch [83][3720/3757] lr: 2.000e-04, eta: 12:03:19, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2776, loss: 1.2776, grad_norm: 7.2333 2020-07-27 14:28:31,466 - mmaction - INFO - Epoch [83][3740/3757] lr: 2.000e-04, eta: 12:03:06, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.0501 2020-07-27 14:28:42,564 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-07-27 14:29:09,179 - mmaction - INFO - Epoch [84][20/3757] lr: 2.000e-04, eta: 12:02:41, time: 1.219, data_time: 0.596, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.2228 2020-07-27 14:29:21,514 - mmaction - INFO - Epoch [84][40/3757] lr: 2.000e-04, eta: 12:02:27, time: 0.617, data_time: 0.003, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.9545 2020-07-27 14:29:35,457 - mmaction - INFO - Epoch [84][60/3757] lr: 2.000e-04, eta: 12:02:13, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.3002, loss: 1.3002, grad_norm: 7.2182 2020-07-27 14:29:48,970 - mmaction - INFO - Epoch [84][80/3757] lr: 2.000e-04, eta: 12:02:00, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8594, loss_cls: 1.2586, loss: 1.2586, grad_norm: 7.0786 2020-07-27 14:30:01,632 - mmaction - INFO - Epoch [84][100/3757] lr: 2.000e-04, eta: 12:01:46, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.1935, loss: 1.1935, grad_norm: 7.1944 2020-07-27 14:30:15,259 - mmaction - INFO - Epoch [84][120/3757] lr: 2.000e-04, eta: 12:01:32, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.1414 2020-07-27 14:30:28,322 - mmaction - INFO - Epoch [84][140/3757] lr: 2.000e-04, eta: 12:01:19, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8883, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.6423 2020-07-27 14:30:41,256 - mmaction - INFO - Epoch [84][160/3757] lr: 2.000e-04, eta: 12:01:05, time: 0.647, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1898, loss: 1.1898, grad_norm: 7.0626 2020-07-27 14:30:54,148 - mmaction - INFO - Epoch [84][180/3757] lr: 2.000e-04, eta: 12:00:51, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.8925 2020-07-27 14:31:08,643 - mmaction - INFO - Epoch [84][200/3757] lr: 2.000e-04, eta: 12:00:38, time: 0.727, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.9442 2020-07-27 14:31:21,217 - mmaction - INFO - Epoch [84][220/3757] lr: 2.000e-04, eta: 12:00:24, time: 0.626, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2073, loss: 1.2073, grad_norm: 7.0402 2020-07-27 14:31:34,268 - mmaction - INFO - Epoch [84][240/3757] lr: 2.000e-04, eta: 12:00:10, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2045, loss: 1.2045, grad_norm: 7.1605 2020-07-27 14:31:48,317 - mmaction - INFO - Epoch [84][260/3757] lr: 2.000e-04, eta: 11:59:57, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2320, loss: 1.2320, grad_norm: 7.2400 2020-07-27 14:32:01,431 - mmaction - INFO - Epoch [84][280/3757] lr: 2.000e-04, eta: 11:59:43, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.1962, loss: 1.1962, grad_norm: 7.0309 2020-07-27 14:32:14,119 - mmaction - INFO - Epoch [84][300/3757] lr: 2.000e-04, eta: 11:59:30, time: 0.634, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.1041 2020-07-27 14:32:27,108 - mmaction - INFO - Epoch [84][320/3757] lr: 2.000e-04, eta: 11:59:16, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.2986, loss: 1.2986, grad_norm: 7.1845 2020-07-27 14:32:40,199 - mmaction - INFO - Epoch [84][340/3757] lr: 2.000e-04, eta: 11:59:02, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2357, loss: 1.2357, grad_norm: 6.9941 2020-07-27 14:32:53,064 - mmaction - INFO - Epoch [84][360/3757] lr: 2.000e-04, eta: 11:58:48, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2292, loss: 1.2292, grad_norm: 7.1599 2020-07-27 14:33:06,715 - mmaction - INFO - Epoch [84][380/3757] lr: 2.000e-04, eta: 11:58:35, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2368, loss: 1.2368, grad_norm: 7.0166 2020-07-27 14:33:19,963 - mmaction - INFO - Epoch [84][400/3757] lr: 2.000e-04, eta: 11:58:21, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2775, loss: 1.2775, grad_norm: 7.1535 2020-07-27 14:33:32,993 - mmaction - INFO - Epoch [84][420/3757] lr: 2.000e-04, eta: 11:58:08, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2732, loss: 1.2732, grad_norm: 7.1368 2020-07-27 14:33:46,347 - mmaction - INFO - Epoch [84][440/3757] lr: 2.000e-04, eta: 11:57:54, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2773, loss: 1.2773, grad_norm: 7.3794 2020-07-27 14:34:00,085 - mmaction - INFO - Epoch [84][460/3757] lr: 2.000e-04, eta: 11:57:40, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2269, loss: 1.2269, grad_norm: 7.0335 2020-07-27 14:34:12,800 - mmaction - INFO - Epoch [84][480/3757] lr: 2.000e-04, eta: 11:57:27, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2297, loss: 1.2297, grad_norm: 7.0737 2020-07-27 14:34:26,530 - mmaction - INFO - Epoch [84][500/3757] lr: 2.000e-04, eta: 11:57:13, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.2411 2020-07-27 14:34:39,729 - mmaction - INFO - Epoch [84][520/3757] lr: 2.000e-04, eta: 11:56:59, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.9191 2020-07-27 14:34:53,366 - mmaction - INFO - Epoch [84][540/3757] lr: 2.000e-04, eta: 11:56:46, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.8569 2020-07-27 14:35:06,725 - mmaction - INFO - Epoch [84][560/3757] lr: 2.000e-04, eta: 11:56:32, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.1354 2020-07-27 14:35:20,106 - mmaction - INFO - Epoch [84][580/3757] lr: 2.000e-04, eta: 11:56:19, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1539, loss: 1.1539, grad_norm: 7.0886 2020-07-27 14:35:33,954 - mmaction - INFO - Epoch [84][600/3757] lr: 2.000e-04, eta: 11:56:05, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.9084 2020-07-27 14:35:47,889 - mmaction - INFO - Epoch [84][620/3757] lr: 2.000e-04, eta: 11:55:52, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2355, loss: 1.2355, grad_norm: 7.1307 2020-07-27 14:36:00,790 - mmaction - INFO - Epoch [84][640/3757] lr: 2.000e-04, eta: 11:55:38, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.7098 2020-07-27 14:36:13,579 - mmaction - INFO - Epoch [84][660/3757] lr: 2.000e-04, eta: 11:55:24, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2360, loss: 1.2360, grad_norm: 7.1913 2020-07-27 14:36:26,909 - mmaction - INFO - Epoch [84][680/3757] lr: 2.000e-04, eta: 11:55:10, time: 0.672, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2362, loss: 1.2362, grad_norm: 7.1412 2020-07-27 14:36:39,793 - mmaction - INFO - Epoch [84][700/3757] lr: 2.000e-04, eta: 11:54:57, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2195, loss: 1.2195, grad_norm: 6.7592 2020-07-27 14:36:52,616 - mmaction - INFO - Epoch [84][720/3757] lr: 2.000e-04, eta: 11:54:43, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.1287 2020-07-27 14:37:06,254 - mmaction - INFO - Epoch [84][740/3757] lr: 2.000e-04, eta: 11:54:29, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1815, loss: 1.1815, grad_norm: 6.8078 2020-07-27 14:37:20,485 - mmaction - INFO - Epoch [84][760/3757] lr: 2.000e-04, eta: 11:54:16, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2842, loss: 1.2842, grad_norm: 7.0901 2020-07-27 14:37:33,108 - mmaction - INFO - Epoch [84][780/3757] lr: 2.000e-04, eta: 11:54:02, time: 0.627, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.2596 2020-07-27 14:37:46,473 - mmaction - INFO - Epoch [84][800/3757] lr: 2.000e-04, eta: 11:53:49, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.0543 2020-07-27 14:38:00,249 - mmaction - INFO - Epoch [84][820/3757] lr: 2.000e-04, eta: 11:53:35, time: 0.688, data_time: 0.002, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.2135 2020-07-27 14:38:13,536 - mmaction - INFO - Epoch [84][840/3757] lr: 2.000e-04, eta: 11:53:21, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2108, loss: 1.2108, grad_norm: 7.0055 2020-07-27 14:38:27,104 - mmaction - INFO - Epoch [84][860/3757] lr: 2.000e-04, eta: 11:53:08, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1805, loss: 1.1805, grad_norm: 7.0444 2020-07-27 14:38:40,492 - mmaction - INFO - Epoch [84][880/3757] lr: 2.000e-04, eta: 11:52:54, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.1145 2020-07-27 14:38:53,185 - mmaction - INFO - Epoch [84][900/3757] lr: 2.000e-04, eta: 11:52:40, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1197, loss: 1.1197, grad_norm: 6.7108 2020-07-27 14:39:07,544 - mmaction - INFO - Epoch [84][920/3757] lr: 2.000e-04, eta: 11:52:27, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.2820 2020-07-27 14:39:20,260 - mmaction - INFO - Epoch [84][940/3757] lr: 2.000e-04, eta: 11:52:13, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.9049 2020-07-27 14:39:35,153 - mmaction - INFO - Epoch [84][960/3757] lr: 2.000e-04, eta: 11:52:00, time: 0.744, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2458, loss: 1.2458, grad_norm: 7.0597 2020-07-27 14:39:48,972 - mmaction - INFO - Epoch [84][980/3757] lr: 2.000e-04, eta: 11:51:46, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2607, loss: 1.2607, grad_norm: 7.2173 2020-07-27 14:40:01,732 - mmaction - INFO - Epoch [84][1000/3757] lr: 2.000e-04, eta: 11:51:33, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.2035, loss: 1.2035, grad_norm: 6.8773 2020-07-27 14:40:14,770 - mmaction - INFO - Epoch [84][1020/3757] lr: 2.000e-04, eta: 11:51:19, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.9801 2020-07-27 14:40:27,987 - mmaction - INFO - Epoch [84][1040/3757] lr: 2.000e-04, eta: 11:51:05, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.0034 2020-07-27 14:40:41,956 - mmaction - INFO - Epoch [84][1060/3757] lr: 2.000e-04, eta: 11:50:52, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2621, loss: 1.2621, grad_norm: 7.0430 2020-07-27 14:40:55,131 - mmaction - INFO - Epoch [84][1080/3757] lr: 2.000e-04, eta: 11:50:38, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2638, loss: 1.2638, grad_norm: 7.2697 2020-07-27 14:41:09,543 - mmaction - INFO - Epoch [84][1100/3757] lr: 2.000e-04, eta: 11:50:25, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3476, loss: 1.3476, grad_norm: 7.3214 2020-07-27 14:41:22,549 - mmaction - INFO - Epoch [84][1120/3757] lr: 2.000e-04, eta: 11:50:11, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2741, loss: 1.2741, grad_norm: 7.0414 2020-07-27 14:41:35,389 - mmaction - INFO - Epoch [84][1140/3757] lr: 2.000e-04, eta: 11:49:57, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.8084 2020-07-27 14:41:48,581 - mmaction - INFO - Epoch [84][1160/3757] lr: 2.000e-04, eta: 11:49:44, time: 0.660, data_time: 0.002, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1768, loss: 1.1768, grad_norm: 7.1539 2020-07-27 14:42:01,532 - mmaction - INFO - Epoch [84][1180/3757] lr: 2.000e-04, eta: 11:49:30, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.2995, loss: 1.2995, grad_norm: 7.2477 2020-07-27 14:42:15,334 - mmaction - INFO - Epoch [84][1200/3757] lr: 2.000e-04, eta: 11:49:16, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.9374 2020-07-27 14:42:28,195 - mmaction - INFO - Epoch [84][1220/3757] lr: 2.000e-04, eta: 11:49:03, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.8718 2020-07-27 14:42:41,541 - mmaction - INFO - Epoch [84][1240/3757] lr: 2.000e-04, eta: 11:48:49, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2639, loss: 1.2639, grad_norm: 7.0645 2020-07-27 14:42:54,397 - mmaction - INFO - Epoch [84][1260/3757] lr: 2.000e-04, eta: 11:48:35, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.0237 2020-07-27 14:43:07,511 - mmaction - INFO - Epoch [84][1280/3757] lr: 2.000e-04, eta: 11:48:22, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.9320 2020-07-27 14:43:20,700 - mmaction - INFO - Epoch [84][1300/3757] lr: 2.000e-04, eta: 11:48:08, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.2031, loss: 1.2031, grad_norm: 7.0503 2020-07-27 14:43:34,384 - mmaction - INFO - Epoch [84][1320/3757] lr: 2.000e-04, eta: 11:47:54, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2901, loss: 1.2901, grad_norm: 7.3340 2020-07-27 14:43:47,286 - mmaction - INFO - Epoch [84][1340/3757] lr: 2.000e-04, eta: 11:47:41, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.1181 2020-07-27 14:44:01,194 - mmaction - INFO - Epoch [84][1360/3757] lr: 2.000e-04, eta: 11:47:27, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.1850 2020-07-27 14:44:14,642 - mmaction - INFO - Epoch [84][1380/3757] lr: 2.000e-04, eta: 11:47:14, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.1958, loss: 1.1958, grad_norm: 7.0778 2020-07-27 14:44:28,031 - mmaction - INFO - Epoch [84][1400/3757] lr: 2.000e-04, eta: 11:47:00, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.1827 2020-07-27 14:44:41,721 - mmaction - INFO - Epoch [84][1420/3757] lr: 2.000e-04, eta: 11:46:46, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2739, loss: 1.2739, grad_norm: 7.1329 2020-07-27 14:44:54,536 - mmaction - INFO - Epoch [84][1440/3757] lr: 2.000e-04, eta: 11:46:33, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8641, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.0818 2020-07-27 14:45:08,170 - mmaction - INFO - Epoch [84][1460/3757] lr: 2.000e-04, eta: 11:46:19, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.3152 2020-07-27 14:45:21,709 - mmaction - INFO - Epoch [84][1480/3757] lr: 2.000e-04, eta: 11:46:05, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1815, loss: 1.1815, grad_norm: 7.0075 2020-07-27 14:45:35,405 - mmaction - INFO - Epoch [84][1500/3757] lr: 2.000e-04, eta: 11:45:52, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.9526 2020-07-27 14:45:48,095 - mmaction - INFO - Epoch [84][1520/3757] lr: 2.000e-04, eta: 11:45:38, time: 0.633, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.8127 2020-07-27 14:46:02,032 - mmaction - INFO - Epoch [84][1540/3757] lr: 2.000e-04, eta: 11:45:25, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.9985 2020-07-27 14:46:15,174 - mmaction - INFO - Epoch [84][1560/3757] lr: 2.000e-04, eta: 11:45:11, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.2695 2020-07-27 14:46:27,869 - mmaction - INFO - Epoch [84][1580/3757] lr: 2.000e-04, eta: 11:44:57, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8641, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.0022 2020-07-27 14:46:41,633 - mmaction - INFO - Epoch [84][1600/3757] lr: 2.000e-04, eta: 11:44:44, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.9791 2020-07-27 14:46:56,140 - mmaction - INFO - Epoch [84][1620/3757] lr: 2.000e-04, eta: 11:44:30, time: 0.728, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1993, loss: 1.1993, grad_norm: 7.1457 2020-07-27 14:47:08,923 - mmaction - INFO - Epoch [84][1640/3757] lr: 2.000e-04, eta: 11:44:17, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.9219 2020-07-27 14:47:21,911 - mmaction - INFO - Epoch [84][1660/3757] lr: 2.000e-04, eta: 11:44:03, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2828, loss: 1.2828, grad_norm: 7.0838 2020-07-27 14:47:35,273 - mmaction - INFO - Epoch [84][1680/3757] lr: 2.000e-04, eta: 11:43:49, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1630, loss: 1.1630, grad_norm: 7.2532 2020-07-27 14:47:48,750 - mmaction - INFO - Epoch [84][1700/3757] lr: 2.000e-04, eta: 11:43:36, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8695, loss_cls: 1.2097, loss: 1.2097, grad_norm: 6.9540 2020-07-27 14:48:02,299 - mmaction - INFO - Epoch [84][1720/3757] lr: 2.000e-04, eta: 11:43:22, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.8389 2020-07-27 14:48:15,604 - mmaction - INFO - Epoch [84][1740/3757] lr: 2.000e-04, eta: 11:43:08, time: 0.669, data_time: 0.009, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8734, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.8622 2020-07-27 14:48:28,732 - mmaction - INFO - Epoch [84][1760/3757] lr: 2.000e-04, eta: 11:42:55, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2030, loss: 1.2030, grad_norm: 6.7995 2020-07-27 14:48:42,555 - mmaction - INFO - Epoch [84][1780/3757] lr: 2.000e-04, eta: 11:42:41, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1897, loss: 1.1897, grad_norm: 7.0018 2020-07-27 14:48:55,520 - mmaction - INFO - Epoch [84][1800/3757] lr: 2.000e-04, eta: 11:42:27, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.8859 2020-07-27 14:49:08,778 - mmaction - INFO - Epoch [84][1820/3757] lr: 2.000e-04, eta: 11:42:14, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.9290 2020-07-27 14:49:21,725 - mmaction - INFO - Epoch [84][1840/3757] lr: 2.000e-04, eta: 11:42:00, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.9963 2020-07-27 14:49:34,981 - mmaction - INFO - Epoch [84][1860/3757] lr: 2.000e-04, eta: 11:41:46, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.0298 2020-07-27 14:49:48,775 - mmaction - INFO - Epoch [84][1880/3757] lr: 2.000e-04, eta: 11:41:33, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2724, loss: 1.2724, grad_norm: 7.3396 2020-07-27 14:50:01,668 - mmaction - INFO - Epoch [84][1900/3757] lr: 2.000e-04, eta: 11:41:19, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8680, loss_cls: 1.2079, loss: 1.2079, grad_norm: 7.1466 2020-07-27 14:50:15,210 - mmaction - INFO - Epoch [84][1920/3757] lr: 2.000e-04, eta: 11:41:06, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1616, loss: 1.1616, grad_norm: 7.1936 2020-07-27 14:50:28,169 - mmaction - INFO - Epoch [84][1940/3757] lr: 2.000e-04, eta: 11:40:52, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.0271 2020-07-27 14:50:41,035 - mmaction - INFO - Epoch [84][1960/3757] lr: 2.000e-04, eta: 11:40:38, time: 0.644, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2017, loss: 1.2017, grad_norm: 6.9353 2020-07-27 14:50:54,254 - mmaction - INFO - Epoch [84][1980/3757] lr: 2.000e-04, eta: 11:40:25, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.7728 2020-07-27 14:51:07,233 - mmaction - INFO - Epoch [84][2000/3757] lr: 2.000e-04, eta: 11:40:11, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2599, loss: 1.2599, grad_norm: 7.1389 2020-07-27 14:51:20,376 - mmaction - INFO - Epoch [84][2020/3757] lr: 2.000e-04, eta: 11:39:57, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1915, loss: 1.1915, grad_norm: 7.1069 2020-07-27 14:51:34,094 - mmaction - INFO - Epoch [84][2040/3757] lr: 2.000e-04, eta: 11:39:44, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1742, loss: 1.1742, grad_norm: 7.0133 2020-07-27 14:51:48,377 - mmaction - INFO - Epoch [84][2060/3757] lr: 2.000e-04, eta: 11:39:30, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.8895 2020-07-27 14:52:01,479 - mmaction - INFO - Epoch [84][2080/3757] lr: 2.000e-04, eta: 11:39:17, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3048, loss: 1.3048, grad_norm: 7.2875 2020-07-27 14:52:15,778 - mmaction - INFO - Epoch [84][2100/3757] lr: 2.000e-04, eta: 11:39:03, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.1541 2020-07-27 14:52:28,428 - mmaction - INFO - Epoch [84][2120/3757] lr: 2.000e-04, eta: 11:38:49, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2476, loss: 1.2476, grad_norm: 7.1063 2020-07-27 14:52:43,169 - mmaction - INFO - Epoch [84][2140/3757] lr: 2.000e-04, eta: 11:38:36, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2357, loss: 1.2357, grad_norm: 6.9918 2020-07-27 14:52:55,571 - mmaction - INFO - Epoch [84][2160/3757] lr: 2.000e-04, eta: 11:38:22, time: 0.620, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2841, loss: 1.2841, grad_norm: 7.0691 2020-07-27 14:53:09,044 - mmaction - INFO - Epoch [84][2180/3757] lr: 2.000e-04, eta: 11:38:09, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1499, loss: 1.1499, grad_norm: 6.8707 2020-07-27 14:53:23,305 - mmaction - INFO - Epoch [84][2200/3757] lr: 2.000e-04, eta: 11:37:55, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2136, loss: 1.2136, grad_norm: 7.1844 2020-07-27 14:53:37,247 - mmaction - INFO - Epoch [84][2220/3757] lr: 2.000e-04, eta: 11:37:42, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.1954, loss: 1.1954, grad_norm: 7.0517 2020-07-27 14:53:50,855 - mmaction - INFO - Epoch [84][2240/3757] lr: 2.000e-04, eta: 11:37:28, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8805, loss_cls: 1.2539, loss: 1.2539, grad_norm: 7.1846 2020-07-27 14:54:03,870 - mmaction - INFO - Epoch [84][2260/3757] lr: 2.000e-04, eta: 11:37:14, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2806, loss: 1.2806, grad_norm: 7.3153 2020-07-27 14:54:17,375 - mmaction - INFO - Epoch [84][2280/3757] lr: 2.000e-04, eta: 11:37:01, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2877, loss: 1.2877, grad_norm: 6.9698 2020-07-27 14:54:30,601 - mmaction - INFO - Epoch [84][2300/3757] lr: 2.000e-04, eta: 11:36:47, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.1401 2020-07-27 14:54:43,539 - mmaction - INFO - Epoch [84][2320/3757] lr: 2.000e-04, eta: 11:36:33, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2566, loss: 1.2566, grad_norm: 7.4334 2020-07-27 14:54:56,290 - mmaction - INFO - Epoch [84][2340/3757] lr: 2.000e-04, eta: 11:36:20, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.1626 2020-07-27 14:55:09,307 - mmaction - INFO - Epoch [84][2360/3757] lr: 2.000e-04, eta: 11:36:06, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8664, loss_cls: 1.2510, loss: 1.2510, grad_norm: 7.0034 2020-07-27 14:55:22,790 - mmaction - INFO - Epoch [84][2380/3757] lr: 2.000e-04, eta: 11:35:52, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.9840 2020-07-27 14:55:35,711 - mmaction - INFO - Epoch [84][2400/3757] lr: 2.000e-04, eta: 11:35:39, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2297, loss: 1.2297, grad_norm: 7.0981 2020-07-27 14:55:48,736 - mmaction - INFO - Epoch [84][2420/3757] lr: 2.000e-04, eta: 11:35:25, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2775, loss: 1.2775, grad_norm: 7.2437 2020-07-27 14:56:01,677 - mmaction - INFO - Epoch [84][2440/3757] lr: 2.000e-04, eta: 11:35:11, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2891, loss: 1.2891, grad_norm: 7.2346 2020-07-27 14:56:15,448 - mmaction - INFO - Epoch [84][2460/3757] lr: 2.000e-04, eta: 11:34:58, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2673, loss: 1.2673, grad_norm: 7.1586 2020-07-27 14:56:28,373 - mmaction - INFO - Epoch [84][2480/3757] lr: 2.000e-04, eta: 11:34:44, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.0670 2020-07-27 14:56:42,119 - mmaction - INFO - Epoch [84][2500/3757] lr: 2.000e-04, eta: 11:34:30, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.3932 2020-07-27 14:56:54,999 - mmaction - INFO - Epoch [84][2520/3757] lr: 2.000e-04, eta: 11:34:17, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2816, loss: 1.2816, grad_norm: 7.3188 2020-07-27 14:57:07,678 - mmaction - INFO - Epoch [84][2540/3757] lr: 2.000e-04, eta: 11:34:03, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2820, loss: 1.2820, grad_norm: 7.1311 2020-07-27 14:57:21,724 - mmaction - INFO - Epoch [84][2560/3757] lr: 2.000e-04, eta: 11:33:49, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2296, loss: 1.2296, grad_norm: 7.1267 2020-07-27 14:57:35,340 - mmaction - INFO - Epoch [84][2580/3757] lr: 2.000e-04, eta: 11:33:36, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.7810 2020-07-27 14:57:48,273 - mmaction - INFO - Epoch [84][2600/3757] lr: 2.000e-04, eta: 11:33:22, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2225, loss: 1.2225, grad_norm: 7.1671 2020-07-27 14:58:01,036 - mmaction - INFO - Epoch [84][2620/3757] lr: 2.000e-04, eta: 11:33:08, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.9865 2020-07-27 14:58:14,442 - mmaction - INFO - Epoch [84][2640/3757] lr: 2.000e-04, eta: 11:32:55, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.0993 2020-07-27 14:58:27,346 - mmaction - INFO - Epoch [84][2660/3757] lr: 2.000e-04, eta: 11:32:41, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2236, loss: 1.2236, grad_norm: 6.9999 2020-07-27 14:58:40,350 - mmaction - INFO - Epoch [84][2680/3757] lr: 2.000e-04, eta: 11:32:27, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.3262 2020-07-27 14:58:53,315 - mmaction - INFO - Epoch [84][2700/3757] lr: 2.000e-04, eta: 11:32:14, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.1440 2020-07-27 14:59:08,044 - mmaction - INFO - Epoch [84][2720/3757] lr: 2.000e-04, eta: 11:32:00, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2056, loss: 1.2056, grad_norm: 7.2103 2020-07-27 14:59:21,849 - mmaction - INFO - Epoch [84][2740/3757] lr: 2.000e-04, eta: 11:31:47, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2331, loss: 1.2331, grad_norm: 7.0613 2020-07-27 14:59:35,800 - mmaction - INFO - Epoch [84][2760/3757] lr: 2.000e-04, eta: 11:31:33, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.0581 2020-07-27 14:59:48,720 - mmaction - INFO - Epoch [84][2780/3757] lr: 2.000e-04, eta: 11:31:20, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2729, loss: 1.2729, grad_norm: 7.4551 2020-07-27 15:00:03,340 - mmaction - INFO - Epoch [84][2800/3757] lr: 2.000e-04, eta: 11:31:06, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1909, loss: 1.1909, grad_norm: 7.1982 2020-07-27 15:00:19,240 - mmaction - INFO - Epoch [84][2820/3757] lr: 2.000e-04, eta: 11:30:53, time: 0.839, data_time: 0.060, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.9626 2020-07-27 15:00:31,828 - mmaction - INFO - Epoch [84][2840/3757] lr: 2.000e-04, eta: 11:30:39, time: 0.628, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.2174, loss: 1.2174, grad_norm: 6.9994 2020-07-27 15:00:45,562 - mmaction - INFO - Epoch [84][2860/3757] lr: 2.000e-04, eta: 11:30:26, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2836, loss: 1.2836, grad_norm: 7.4648 2020-07-27 15:00:59,785 - mmaction - INFO - Epoch [84][2880/3757] lr: 2.000e-04, eta: 11:30:12, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.2989, loss: 1.2989, grad_norm: 7.3671 2020-07-27 15:01:12,425 - mmaction - INFO - Epoch [84][2900/3757] lr: 2.000e-04, eta: 11:29:59, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1710, loss: 1.1710, grad_norm: 6.9422 2020-07-27 15:01:25,658 - mmaction - INFO - Epoch [84][2920/3757] lr: 2.000e-04, eta: 11:29:45, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3155, loss: 1.3155, grad_norm: 7.3544 2020-07-27 15:01:38,573 - mmaction - INFO - Epoch [84][2940/3757] lr: 2.000e-04, eta: 11:29:31, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1763, loss: 1.1763, grad_norm: 7.0281 2020-07-27 15:01:51,640 - mmaction - INFO - Epoch [84][2960/3757] lr: 2.000e-04, eta: 11:29:18, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.8936 2020-07-27 15:02:05,909 - mmaction - INFO - Epoch [84][2980/3757] lr: 2.000e-04, eta: 11:29:04, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2877, loss: 1.2877, grad_norm: 7.1899 2020-07-27 15:02:18,836 - mmaction - INFO - Epoch [84][3000/3757] lr: 2.000e-04, eta: 11:28:50, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2591, loss: 1.2591, grad_norm: 7.1074 2020-07-27 15:02:32,498 - mmaction - INFO - Epoch [84][3020/3757] lr: 2.000e-04, eta: 11:28:37, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.2946, loss: 1.2946, grad_norm: 7.0977 2020-07-27 15:02:46,189 - mmaction - INFO - Epoch [84][3040/3757] lr: 2.000e-04, eta: 11:28:23, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2411, loss: 1.2411, grad_norm: 7.3320 2020-07-27 15:02:59,175 - mmaction - INFO - Epoch [84][3060/3757] lr: 2.000e-04, eta: 11:28:10, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2170, loss: 1.2170, grad_norm: 7.0269 2020-07-27 15:03:13,661 - mmaction - INFO - Epoch [84][3080/3757] lr: 2.000e-04, eta: 11:27:56, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2814, loss: 1.2814, grad_norm: 7.2571 2020-07-27 15:03:27,827 - mmaction - INFO - Epoch [84][3100/3757] lr: 2.000e-04, eta: 11:27:43, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.9458 2020-07-27 15:03:40,277 - mmaction - INFO - Epoch [84][3120/3757] lr: 2.000e-04, eta: 11:27:29, time: 0.622, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.2240 2020-07-27 15:03:53,802 - mmaction - INFO - Epoch [84][3140/3757] lr: 2.000e-04, eta: 11:27:15, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.1104 2020-07-27 15:04:06,540 - mmaction - INFO - Epoch [84][3160/3757] lr: 2.000e-04, eta: 11:27:02, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.9211 2020-07-27 15:04:19,810 - mmaction - INFO - Epoch [84][3180/3757] lr: 2.000e-04, eta: 11:26:48, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2539, loss: 1.2539, grad_norm: 7.0784 2020-07-27 15:04:33,518 - mmaction - INFO - Epoch [84][3200/3757] lr: 2.000e-04, eta: 11:26:34, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8758, loss_cls: 1.1822, loss: 1.1822, grad_norm: 6.9119 2020-07-27 15:04:46,322 - mmaction - INFO - Epoch [84][3220/3757] lr: 2.000e-04, eta: 11:26:21, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.8589 2020-07-27 15:04:59,963 - mmaction - INFO - Epoch [84][3240/3757] lr: 2.000e-04, eta: 11:26:07, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.8402 2020-07-27 15:05:13,030 - mmaction - INFO - Epoch [84][3260/3757] lr: 2.000e-04, eta: 11:25:53, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2230, loss: 1.2230, grad_norm: 7.1597 2020-07-27 15:05:26,027 - mmaction - INFO - Epoch [84][3280/3757] lr: 2.000e-04, eta: 11:25:40, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.8983 2020-07-27 15:05:38,922 - mmaction - INFO - Epoch [84][3300/3757] lr: 2.000e-04, eta: 11:25:26, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1683, loss: 1.1683, grad_norm: 7.1265 2020-07-27 15:05:51,862 - mmaction - INFO - Epoch [84][3320/3757] lr: 2.000e-04, eta: 11:25:12, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.9405 2020-07-27 15:06:05,634 - mmaction - INFO - Epoch [84][3340/3757] lr: 2.000e-04, eta: 11:24:59, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2623, loss: 1.2623, grad_norm: 7.1005 2020-07-27 15:06:19,413 - mmaction - INFO - Epoch [84][3360/3757] lr: 2.000e-04, eta: 11:24:45, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.1965, loss: 1.1965, grad_norm: 7.0036 2020-07-27 15:06:32,325 - mmaction - INFO - Epoch [84][3380/3757] lr: 2.000e-04, eta: 11:24:31, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.2266 2020-07-27 15:06:46,066 - mmaction - INFO - Epoch [84][3400/3757] lr: 2.000e-04, eta: 11:24:18, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2383, loss: 1.2383, grad_norm: 7.3069 2020-07-27 15:06:59,901 - mmaction - INFO - Epoch [84][3420/3757] lr: 2.000e-04, eta: 11:24:04, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2001, loss: 1.2001, grad_norm: 7.0878 2020-07-27 15:07:12,612 - mmaction - INFO - Epoch [84][3440/3757] lr: 2.000e-04, eta: 11:23:51, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3186, loss: 1.3186, grad_norm: 7.1730 2020-07-27 15:07:26,431 - mmaction - INFO - Epoch [84][3460/3757] lr: 2.000e-04, eta: 11:23:37, time: 0.691, data_time: 0.002, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.2022, loss: 1.2022, grad_norm: 7.0838 2020-07-27 15:07:39,082 - mmaction - INFO - Epoch [84][3480/3757] lr: 2.000e-04, eta: 11:23:23, time: 0.629, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.2653 2020-07-27 15:07:52,869 - mmaction - INFO - Epoch [84][3500/3757] lr: 2.000e-04, eta: 11:23:10, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8672, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.0307 2020-07-27 15:08:05,964 - mmaction - INFO - Epoch [84][3520/3757] lr: 2.000e-04, eta: 11:22:56, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.9604 2020-07-27 15:08:20,065 - mmaction - INFO - Epoch [84][3540/3757] lr: 2.000e-04, eta: 11:22:43, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8562, loss_cls: 1.2861, loss: 1.2861, grad_norm: 7.2483 2020-07-27 15:08:33,063 - mmaction - INFO - Epoch [84][3560/3757] lr: 2.000e-04, eta: 11:22:29, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8773, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.1077 2020-07-27 15:08:46,370 - mmaction - INFO - Epoch [84][3580/3757] lr: 2.000e-04, eta: 11:22:15, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.2274 2020-07-27 15:08:59,459 - mmaction - INFO - Epoch [84][3600/3757] lr: 2.000e-04, eta: 11:22:02, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2259, loss: 1.2259, grad_norm: 7.0562 2020-07-27 15:09:12,705 - mmaction - INFO - Epoch [84][3620/3757] lr: 2.000e-04, eta: 11:21:48, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2664, loss: 1.2664, grad_norm: 7.1216 2020-07-27 15:09:26,816 - mmaction - INFO - Epoch [84][3640/3757] lr: 2.000e-04, eta: 11:21:35, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2504, loss: 1.2504, grad_norm: 7.3449 2020-07-27 15:09:42,252 - mmaction - INFO - Epoch [84][3660/3757] lr: 2.000e-04, eta: 11:21:21, time: 0.773, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2059, loss: 1.2059, grad_norm: 7.0446 2020-07-27 15:09:54,803 - mmaction - INFO - Epoch [84][3680/3757] lr: 2.000e-04, eta: 11:21:08, time: 0.625, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1471, loss: 1.1471, grad_norm: 7.0057 2020-07-27 15:10:08,642 - mmaction - INFO - Epoch [84][3700/3757] lr: 2.000e-04, eta: 11:20:54, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2591, loss: 1.2591, grad_norm: 7.1887 2020-07-27 15:10:21,507 - mmaction - INFO - Epoch [84][3720/3757] lr: 2.000e-04, eta: 11:20:40, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1938, loss: 1.1938, grad_norm: 7.0601 2020-07-27 15:10:34,964 - mmaction - INFO - Epoch [84][3740/3757] lr: 2.000e-04, eta: 11:20:27, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.7328 2020-07-27 15:10:46,080 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-27 15:11:12,362 - mmaction - INFO - Epoch [85][20/3757] lr: 2.000e-04, eta: 11:20:01, time: 1.195, data_time: 0.537, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1624, loss: 1.1624, grad_norm: 7.3580 2020-07-27 15:11:24,530 - mmaction - INFO - Epoch [85][40/3757] lr: 2.000e-04, eta: 11:19:48, time: 0.610, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2547, loss: 1.2547, grad_norm: 7.1325 2020-07-27 15:11:38,338 - mmaction - INFO - Epoch [85][60/3757] lr: 2.000e-04, eta: 11:19:34, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1325, loss: 1.1325, grad_norm: 6.9007 2020-07-27 15:11:52,147 - mmaction - INFO - Epoch [85][80/3757] lr: 2.000e-04, eta: 11:19:20, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1553, loss: 1.1553, grad_norm: 6.8854 2020-07-27 15:12:05,158 - mmaction - INFO - Epoch [85][100/3757] lr: 2.000e-04, eta: 11:19:07, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.1742, loss: 1.1742, grad_norm: 7.2096 2020-07-27 15:12:19,066 - mmaction - INFO - Epoch [85][120/3757] lr: 2.000e-04, eta: 11:18:53, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1605, loss: 1.1605, grad_norm: 7.1262 2020-07-27 15:12:32,913 - mmaction - INFO - Epoch [85][140/3757] lr: 2.000e-04, eta: 11:18:40, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.8289 2020-07-27 15:12:46,416 - mmaction - INFO - Epoch [85][160/3757] lr: 2.000e-04, eta: 11:18:26, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2403, loss: 1.2403, grad_norm: 7.2567 2020-07-27 15:13:00,062 - mmaction - INFO - Epoch [85][180/3757] lr: 2.000e-04, eta: 11:18:13, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1741, loss: 1.1741, grad_norm: 7.0576 2020-07-27 15:13:14,398 - mmaction - INFO - Epoch [85][200/3757] lr: 2.000e-04, eta: 11:17:59, time: 0.723, data_time: 0.009, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.8822 2020-07-27 15:13:28,450 - mmaction - INFO - Epoch [85][220/3757] lr: 2.000e-04, eta: 11:17:46, time: 0.703, data_time: 0.002, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2200, loss: 1.2200, grad_norm: 7.2176 2020-07-27 15:13:41,217 - mmaction - INFO - Epoch [85][240/3757] lr: 2.000e-04, eta: 11:17:32, time: 0.639, data_time: 0.002, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.8496 2020-07-27 15:13:55,443 - mmaction - INFO - Epoch [85][260/3757] lr: 2.000e-04, eta: 11:17:18, time: 0.711, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2181, loss: 1.2181, grad_norm: 6.9873 2020-07-27 15:14:08,306 - mmaction - INFO - Epoch [85][280/3757] lr: 2.000e-04, eta: 11:17:05, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.9530 2020-07-27 15:14:22,150 - mmaction - INFO - Epoch [85][300/3757] lr: 2.000e-04, eta: 11:16:51, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1601, loss: 1.1601, grad_norm: 6.8204 2020-07-27 15:14:36,760 - mmaction - INFO - Epoch [85][320/3757] lr: 2.000e-04, eta: 11:16:38, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2264, loss: 1.2264, grad_norm: 7.2536 2020-07-27 15:14:49,626 - mmaction - INFO - Epoch [85][340/3757] lr: 2.000e-04, eta: 11:16:24, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2252, loss: 1.2252, grad_norm: 7.0325 2020-07-27 15:15:03,156 - mmaction - INFO - Epoch [85][360/3757] lr: 2.000e-04, eta: 11:16:10, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.1761 2020-07-27 15:15:16,765 - mmaction - INFO - Epoch [85][380/3757] lr: 2.000e-04, eta: 11:15:57, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2283, loss: 1.2283, grad_norm: 7.1724 2020-07-27 15:15:31,376 - mmaction - INFO - Epoch [85][400/3757] lr: 2.000e-04, eta: 11:15:44, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.2149 2020-07-27 15:15:44,665 - mmaction - INFO - Epoch [85][420/3757] lr: 2.000e-04, eta: 11:15:30, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.9826 2020-07-27 15:15:58,546 - mmaction - INFO - Epoch [85][440/3757] lr: 2.000e-04, eta: 11:15:16, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.2283 2020-07-27 15:16:11,438 - mmaction - INFO - Epoch [85][460/3757] lr: 2.000e-04, eta: 11:15:03, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1293, loss: 1.1293, grad_norm: 7.1487 2020-07-27 15:16:24,589 - mmaction - INFO - Epoch [85][480/3757] lr: 2.000e-04, eta: 11:14:49, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3043, loss: 1.3043, grad_norm: 7.4130 2020-07-27 15:16:38,399 - mmaction - INFO - Epoch [85][500/3757] lr: 2.000e-04, eta: 11:14:35, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.0452 2020-07-27 15:16:51,106 - mmaction - INFO - Epoch [85][520/3757] lr: 2.000e-04, eta: 11:14:22, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1969, loss: 1.1969, grad_norm: 6.8266 2020-07-27 15:17:04,611 - mmaction - INFO - Epoch [85][540/3757] lr: 2.000e-04, eta: 11:14:08, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.2454 2020-07-27 15:17:17,896 - mmaction - INFO - Epoch [85][560/3757] lr: 2.000e-04, eta: 11:13:54, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2458, loss: 1.2458, grad_norm: 7.1706 2020-07-27 15:17:30,830 - mmaction - INFO - Epoch [85][580/3757] lr: 2.000e-04, eta: 11:13:41, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.1461 2020-07-27 15:17:44,110 - mmaction - INFO - Epoch [85][600/3757] lr: 2.000e-04, eta: 11:13:27, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.2637 2020-07-27 15:17:57,182 - mmaction - INFO - Epoch [85][620/3757] lr: 2.000e-04, eta: 11:13:13, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.2908, loss: 1.2908, grad_norm: 7.0196 2020-07-27 15:18:10,513 - mmaction - INFO - Epoch [85][640/3757] lr: 2.000e-04, eta: 11:13:00, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.8182 2020-07-27 15:18:23,702 - mmaction - INFO - Epoch [85][660/3757] lr: 2.000e-04, eta: 11:12:46, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2523, loss: 1.2523, grad_norm: 7.1743 2020-07-27 15:18:37,255 - mmaction - INFO - Epoch [85][680/3757] lr: 2.000e-04, eta: 11:12:33, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.1298 2020-07-27 15:18:50,730 - mmaction - INFO - Epoch [85][700/3757] lr: 2.000e-04, eta: 11:12:19, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.1257 2020-07-27 15:19:03,719 - mmaction - INFO - Epoch [85][720/3757] lr: 2.000e-04, eta: 11:12:05, time: 0.656, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2338, loss: 1.2338, grad_norm: 7.0460 2020-07-27 15:19:16,653 - mmaction - INFO - Epoch [85][740/3757] lr: 2.000e-04, eta: 11:11:52, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.1986, loss: 1.1986, grad_norm: 7.0851 2020-07-27 15:19:29,738 - mmaction - INFO - Epoch [85][760/3757] lr: 2.000e-04, eta: 11:11:38, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2603, loss: 1.2603, grad_norm: 7.3210 2020-07-27 15:19:43,757 - mmaction - INFO - Epoch [85][780/3757] lr: 2.000e-04, eta: 11:11:24, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.1070 2020-07-27 15:19:56,679 - mmaction - INFO - Epoch [85][800/3757] lr: 2.000e-04, eta: 11:11:11, time: 0.646, data_time: 0.003, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.9634 2020-07-27 15:20:09,734 - mmaction - INFO - Epoch [85][820/3757] lr: 2.000e-04, eta: 11:10:57, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2291, loss: 1.2291, grad_norm: 6.9945 2020-07-27 15:20:23,814 - mmaction - INFO - Epoch [85][840/3757] lr: 2.000e-04, eta: 11:10:44, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1384, loss: 1.1384, grad_norm: 6.8346 2020-07-27 15:20:36,789 - mmaction - INFO - Epoch [85][860/3757] lr: 2.000e-04, eta: 11:10:30, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2513, loss: 1.2513, grad_norm: 7.2346 2020-07-27 15:20:50,891 - mmaction - INFO - Epoch [85][880/3757] lr: 2.000e-04, eta: 11:10:16, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2453, loss: 1.2453, grad_norm: 7.0925 2020-07-27 15:21:04,281 - mmaction - INFO - Epoch [85][900/3757] lr: 2.000e-04, eta: 11:10:03, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.2043 2020-07-27 15:21:18,534 - mmaction - INFO - Epoch [85][920/3757] lr: 2.000e-04, eta: 11:09:49, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2213, loss: 1.2213, grad_norm: 7.2496 2020-07-27 15:21:31,490 - mmaction - INFO - Epoch [85][940/3757] lr: 2.000e-04, eta: 11:09:36, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.1994, loss: 1.1994, grad_norm: 7.0364 2020-07-27 15:21:45,337 - mmaction - INFO - Epoch [85][960/3757] lr: 2.000e-04, eta: 11:09:22, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2505, loss: 1.2505, grad_norm: 7.2239 2020-07-27 15:21:59,468 - mmaction - INFO - Epoch [85][980/3757] lr: 2.000e-04, eta: 11:09:09, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2462, loss: 1.2462, grad_norm: 7.1495 2020-07-27 15:22:12,328 - mmaction - INFO - Epoch [85][1000/3757] lr: 2.000e-04, eta: 11:08:55, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1761, loss: 1.1761, grad_norm: 6.9564 2020-07-27 15:22:25,609 - mmaction - INFO - Epoch [85][1020/3757] lr: 2.000e-04, eta: 11:08:41, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2654, loss: 1.2654, grad_norm: 7.0494 2020-07-27 15:22:39,099 - mmaction - INFO - Epoch [85][1040/3757] lr: 2.000e-04, eta: 11:08:28, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8734, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.8638 2020-07-27 15:22:51,738 - mmaction - INFO - Epoch [85][1060/3757] lr: 2.000e-04, eta: 11:08:14, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.9619 2020-07-27 15:23:05,821 - mmaction - INFO - Epoch [85][1080/3757] lr: 2.000e-04, eta: 11:08:00, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.9822 2020-07-27 15:23:19,912 - mmaction - INFO - Epoch [85][1100/3757] lr: 2.000e-04, eta: 11:07:47, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1243, loss: 1.1243, grad_norm: 7.1471 2020-07-27 15:23:33,157 - mmaction - INFO - Epoch [85][1120/3757] lr: 2.000e-04, eta: 11:07:33, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2818, loss: 1.2818, grad_norm: 7.1894 2020-07-27 15:23:46,435 - mmaction - INFO - Epoch [85][1140/3757] lr: 2.000e-04, eta: 11:07:20, time: 0.663, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1663, loss: 1.1663, grad_norm: 7.0678 2020-07-27 15:24:00,226 - mmaction - INFO - Epoch [85][1160/3757] lr: 2.000e-04, eta: 11:07:06, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.1765 2020-07-27 15:24:13,043 - mmaction - INFO - Epoch [85][1180/3757] lr: 2.000e-04, eta: 11:06:52, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2086, loss: 1.2086, grad_norm: 7.0785 2020-07-27 15:24:26,330 - mmaction - INFO - Epoch [85][1200/3757] lr: 2.000e-04, eta: 11:06:39, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.5821 2020-07-27 15:24:39,554 - mmaction - INFO - Epoch [85][1220/3757] lr: 2.000e-04, eta: 11:06:25, time: 0.661, data_time: 0.002, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.9660 2020-07-27 15:24:53,189 - mmaction - INFO - Epoch [85][1240/3757] lr: 2.000e-04, eta: 11:06:12, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.8596 2020-07-27 15:25:07,267 - mmaction - INFO - Epoch [85][1260/3757] lr: 2.000e-04, eta: 11:05:58, time: 0.699, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.0731 2020-07-27 15:25:19,830 - mmaction - INFO - Epoch [85][1280/3757] lr: 2.000e-04, eta: 11:05:44, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.1175 2020-07-27 15:25:33,953 - mmaction - INFO - Epoch [85][1300/3757] lr: 2.000e-04, eta: 11:05:31, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.9610 2020-07-27 15:25:47,274 - mmaction - INFO - Epoch [85][1320/3757] lr: 2.000e-04, eta: 11:05:17, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.2735, loss: 1.2735, grad_norm: 7.2323 2020-07-27 15:26:00,153 - mmaction - INFO - Epoch [85][1340/3757] lr: 2.000e-04, eta: 11:05:04, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2361, loss: 1.2361, grad_norm: 7.1362 2020-07-27 15:26:13,502 - mmaction - INFO - Epoch [85][1360/3757] lr: 2.000e-04, eta: 11:04:50, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.2001, loss: 1.2001, grad_norm: 7.0340 2020-07-27 15:26:26,421 - mmaction - INFO - Epoch [85][1380/3757] lr: 2.000e-04, eta: 11:04:36, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.9729 2020-07-27 15:26:40,005 - mmaction - INFO - Epoch [85][1400/3757] lr: 2.000e-04, eta: 11:04:23, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2808, loss: 1.2808, grad_norm: 7.3439 2020-07-27 15:26:53,435 - mmaction - INFO - Epoch [85][1420/3757] lr: 2.000e-04, eta: 11:04:09, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1665, loss: 1.1665, grad_norm: 7.1169 2020-07-27 15:27:06,645 - mmaction - INFO - Epoch [85][1440/3757] lr: 2.000e-04, eta: 11:03:55, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2304, loss: 1.2304, grad_norm: 7.2086 2020-07-27 15:27:20,507 - mmaction - INFO - Epoch [85][1460/3757] lr: 2.000e-04, eta: 11:03:42, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8625, loss_cls: 1.2749, loss: 1.2749, grad_norm: 7.2118 2020-07-27 15:27:33,127 - mmaction - INFO - Epoch [85][1480/3757] lr: 2.000e-04, eta: 11:03:28, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.1546 2020-07-27 15:27:47,515 - mmaction - INFO - Epoch [85][1500/3757] lr: 2.000e-04, eta: 11:03:15, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.1805, loss: 1.1805, grad_norm: 7.0614 2020-07-27 15:28:01,089 - mmaction - INFO - Epoch [85][1520/3757] lr: 2.000e-04, eta: 11:03:01, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2904, loss: 1.2904, grad_norm: 7.0565 2020-07-27 15:28:14,036 - mmaction - INFO - Epoch [85][1540/3757] lr: 2.000e-04, eta: 11:02:47, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8852, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.9013 2020-07-27 15:28:27,694 - mmaction - INFO - Epoch [85][1560/3757] lr: 2.000e-04, eta: 11:02:34, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.2077, loss: 1.2077, grad_norm: 7.2898 2020-07-27 15:28:40,933 - mmaction - INFO - Epoch [85][1580/3757] lr: 2.000e-04, eta: 11:02:20, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1671, loss: 1.1671, grad_norm: 6.9358 2020-07-27 15:28:54,479 - mmaction - INFO - Epoch [85][1600/3757] lr: 2.000e-04, eta: 11:02:07, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.2203 2020-07-27 15:29:08,976 - mmaction - INFO - Epoch [85][1620/3757] lr: 2.000e-04, eta: 11:01:53, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2592, loss: 1.2592, grad_norm: 7.1292 2020-07-27 15:29:22,697 - mmaction - INFO - Epoch [85][1640/3757] lr: 2.000e-04, eta: 11:01:40, time: 0.686, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1715, loss: 1.1715, grad_norm: 7.0897 2020-07-27 15:29:36,121 - mmaction - INFO - Epoch [85][1660/3757] lr: 2.000e-04, eta: 11:01:26, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2843, loss: 1.2843, grad_norm: 7.2047 2020-07-27 15:29:49,859 - mmaction - INFO - Epoch [85][1680/3757] lr: 2.000e-04, eta: 11:01:12, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1879, loss: 1.1879, grad_norm: 7.0210 2020-07-27 15:30:03,611 - mmaction - INFO - Epoch [85][1700/3757] lr: 2.000e-04, eta: 11:00:59, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2367, loss: 1.2367, grad_norm: 7.1000 2020-07-27 15:30:17,276 - mmaction - INFO - Epoch [85][1720/3757] lr: 2.000e-04, eta: 11:00:45, time: 0.684, data_time: 0.003, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.9865 2020-07-27 15:30:30,946 - mmaction - INFO - Epoch [85][1740/3757] lr: 2.000e-04, eta: 11:00:32, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.2166, loss: 1.2166, grad_norm: 6.8062 2020-07-27 15:30:44,197 - mmaction - INFO - Epoch [85][1760/3757] lr: 2.000e-04, eta: 11:00:18, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1798, loss: 1.1798, grad_norm: 7.0839 2020-07-27 15:30:58,933 - mmaction - INFO - Epoch [85][1780/3757] lr: 2.000e-04, eta: 11:00:05, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1650, loss: 1.1650, grad_norm: 7.0167 2020-07-27 15:31:11,857 - mmaction - INFO - Epoch [85][1800/3757] lr: 2.000e-04, eta: 10:59:51, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8602, loss_cls: 1.2499, loss: 1.2499, grad_norm: 7.0753 2020-07-27 15:31:25,530 - mmaction - INFO - Epoch [85][1820/3757] lr: 2.000e-04, eta: 10:59:38, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2507, loss: 1.2507, grad_norm: 7.0363 2020-07-27 15:31:38,187 - mmaction - INFO - Epoch [85][1840/3757] lr: 2.000e-04, eta: 10:59:24, time: 0.637, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.2414 2020-07-27 15:31:53,569 - mmaction - INFO - Epoch [85][1860/3757] lr: 2.000e-04, eta: 10:59:11, time: 0.765, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2516, loss: 1.2516, grad_norm: 7.3820 2020-07-27 15:32:06,146 - mmaction - INFO - Epoch [85][1880/3757] lr: 2.000e-04, eta: 10:58:57, time: 0.632, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2798, loss: 1.2798, grad_norm: 7.2291 2020-07-27 15:32:19,370 - mmaction - INFO - Epoch [85][1900/3757] lr: 2.000e-04, eta: 10:58:43, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.1352, loss: 1.1352, grad_norm: 7.0585 2020-07-27 15:32:33,470 - mmaction - INFO - Epoch [85][1920/3757] lr: 2.000e-04, eta: 10:58:30, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.8465 2020-07-27 15:32:47,122 - mmaction - INFO - Epoch [85][1940/3757] lr: 2.000e-04, eta: 10:58:16, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8633, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.1234 2020-07-27 15:33:00,123 - mmaction - INFO - Epoch [85][1960/3757] lr: 2.000e-04, eta: 10:58:02, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.9380 2020-07-27 15:33:13,079 - mmaction - INFO - Epoch [85][1980/3757] lr: 2.000e-04, eta: 10:57:49, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8727, loss_cls: 1.1948, loss: 1.1948, grad_norm: 6.9205 2020-07-27 15:33:26,038 - mmaction - INFO - Epoch [85][2000/3757] lr: 2.000e-04, eta: 10:57:35, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.8400 2020-07-27 15:33:38,854 - mmaction - INFO - Epoch [85][2020/3757] lr: 2.000e-04, eta: 10:57:21, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2222, loss: 1.2222, grad_norm: 7.0411 2020-07-27 15:33:52,245 - mmaction - INFO - Epoch [85][2040/3757] lr: 2.000e-04, eta: 10:57:08, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2945, loss: 1.2945, grad_norm: 7.1640 2020-07-27 15:34:05,784 - mmaction - INFO - Epoch [85][2060/3757] lr: 2.000e-04, eta: 10:56:54, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8867, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.4174 2020-07-27 15:34:19,479 - mmaction - INFO - Epoch [85][2080/3757] lr: 2.000e-04, eta: 10:56:41, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.2879, loss: 1.2879, grad_norm: 7.3513 2020-07-27 15:34:32,616 - mmaction - INFO - Epoch [85][2100/3757] lr: 2.000e-04, eta: 10:56:27, time: 0.658, data_time: 0.003, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8641, loss_cls: 1.2613, loss: 1.2613, grad_norm: 6.9595 2020-07-27 15:34:45,420 - mmaction - INFO - Epoch [85][2120/3757] lr: 2.000e-04, eta: 10:56:13, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1471, loss: 1.1471, grad_norm: 7.1667 2020-07-27 15:34:58,410 - mmaction - INFO - Epoch [85][2140/3757] lr: 2.000e-04, eta: 10:55:59, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.9828 2020-07-27 15:35:12,271 - mmaction - INFO - Epoch [85][2160/3757] lr: 2.000e-04, eta: 10:55:46, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2427, loss: 1.2427, grad_norm: 7.0940 2020-07-27 15:35:25,970 - mmaction - INFO - Epoch [85][2180/3757] lr: 2.000e-04, eta: 10:55:32, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2149, loss: 1.2149, grad_norm: 7.1161 2020-07-27 15:35:39,041 - mmaction - INFO - Epoch [85][2200/3757] lr: 2.000e-04, eta: 10:55:19, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2191, loss: 1.2191, grad_norm: 7.0797 2020-07-27 15:35:53,088 - mmaction - INFO - Epoch [85][2220/3757] lr: 2.000e-04, eta: 10:55:05, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2350, loss: 1.2350, grad_norm: 7.0468 2020-07-27 15:36:06,903 - mmaction - INFO - Epoch [85][2240/3757] lr: 2.000e-04, eta: 10:54:52, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.9947 2020-07-27 15:36:20,241 - mmaction - INFO - Epoch [85][2260/3757] lr: 2.000e-04, eta: 10:54:38, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8844, loss_cls: 1.2348, loss: 1.2348, grad_norm: 7.0257 2020-07-27 15:36:33,485 - mmaction - INFO - Epoch [85][2280/3757] lr: 2.000e-04, eta: 10:54:24, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.0610 2020-07-27 15:36:46,497 - mmaction - INFO - Epoch [85][2300/3757] lr: 2.000e-04, eta: 10:54:11, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2612, loss: 1.2612, grad_norm: 7.2185 2020-07-27 15:37:00,733 - mmaction - INFO - Epoch [85][2320/3757] lr: 2.000e-04, eta: 10:53:57, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2631, loss: 1.2631, grad_norm: 7.3381 2020-07-27 15:37:14,993 - mmaction - INFO - Epoch [85][2340/3757] lr: 2.000e-04, eta: 10:53:44, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.9320 2020-07-27 15:37:28,788 - mmaction - INFO - Epoch [85][2360/3757] lr: 2.000e-04, eta: 10:53:30, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2500, loss: 1.2500, grad_norm: 7.1118 2020-07-27 15:37:42,280 - mmaction - INFO - Epoch [85][2380/3757] lr: 2.000e-04, eta: 10:53:17, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.8680 2020-07-27 15:37:55,796 - mmaction - INFO - Epoch [85][2400/3757] lr: 2.000e-04, eta: 10:53:03, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2477, loss: 1.2477, grad_norm: 7.2415 2020-07-27 15:38:08,903 - mmaction - INFO - Epoch [85][2420/3757] lr: 2.000e-04, eta: 10:52:49, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1498, loss: 1.1498, grad_norm: 7.1095 2020-07-27 15:38:21,682 - mmaction - INFO - Epoch [85][2440/3757] lr: 2.000e-04, eta: 10:52:36, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.2890 2020-07-27 15:38:36,835 - mmaction - INFO - Epoch [85][2460/3757] lr: 2.000e-04, eta: 10:52:22, time: 0.755, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2850, loss: 1.2850, grad_norm: 7.2839 2020-07-27 15:38:49,358 - mmaction - INFO - Epoch [85][2480/3757] lr: 2.000e-04, eta: 10:52:09, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2378, loss: 1.2378, grad_norm: 7.1027 2020-07-27 15:39:02,342 - mmaction - INFO - Epoch [85][2500/3757] lr: 2.000e-04, eta: 10:51:55, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.2890, loss: 1.2890, grad_norm: 7.3009 2020-07-27 15:39:15,345 - mmaction - INFO - Epoch [85][2520/3757] lr: 2.000e-04, eta: 10:51:41, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.1077 2020-07-27 15:39:28,862 - mmaction - INFO - Epoch [85][2540/3757] lr: 2.000e-04, eta: 10:51:28, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1033, loss: 1.1033, grad_norm: 7.0278 2020-07-27 15:39:43,226 - mmaction - INFO - Epoch [85][2560/3757] lr: 2.000e-04, eta: 10:51:14, time: 0.722, data_time: 0.009, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.9826 2020-07-27 15:39:56,068 - mmaction - INFO - Epoch [85][2580/3757] lr: 2.000e-04, eta: 10:51:01, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.8077 2020-07-27 15:40:09,499 - mmaction - INFO - Epoch [85][2600/3757] lr: 2.000e-04, eta: 10:50:47, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2468, loss: 1.2468, grad_norm: 7.2013 2020-07-27 15:40:23,883 - mmaction - INFO - Epoch [85][2620/3757] lr: 2.000e-04, eta: 10:50:33, time: 0.718, data_time: 0.002, memory: 7079, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3356, loss: 1.3356, grad_norm: 7.5408 2020-07-27 15:40:36,785 - mmaction - INFO - Epoch [85][2640/3757] lr: 2.000e-04, eta: 10:50:20, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1836, loss: 1.1836, grad_norm: 7.1333 2020-07-27 15:40:49,629 - mmaction - INFO - Epoch [85][2660/3757] lr: 2.000e-04, eta: 10:50:06, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.2115, loss: 1.2115, grad_norm: 7.2379 2020-07-27 15:41:03,171 - mmaction - INFO - Epoch [85][2680/3757] lr: 2.000e-04, eta: 10:49:52, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.9352 2020-07-27 15:41:16,192 - mmaction - INFO - Epoch [85][2700/3757] lr: 2.000e-04, eta: 10:49:39, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1577, loss: 1.1577, grad_norm: 7.0380 2020-07-27 15:41:29,141 - mmaction - INFO - Epoch [85][2720/3757] lr: 2.000e-04, eta: 10:49:25, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.8642 2020-07-27 15:41:42,033 - mmaction - INFO - Epoch [85][2740/3757] lr: 2.000e-04, eta: 10:49:11, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8820, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.9848 2020-07-27 15:41:57,010 - mmaction - INFO - Epoch [85][2760/3757] lr: 2.000e-04, eta: 10:48:58, time: 0.750, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.9968 2020-07-27 15:42:10,117 - mmaction - INFO - Epoch [85][2780/3757] lr: 2.000e-04, eta: 10:48:44, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.2912 2020-07-27 15:42:22,998 - mmaction - INFO - Epoch [85][2800/3757] lr: 2.000e-04, eta: 10:48:31, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1737, loss: 1.1737, grad_norm: 7.1952 2020-07-27 15:42:37,799 - mmaction - INFO - Epoch [85][2820/3757] lr: 2.000e-04, eta: 10:48:17, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.9973 2020-07-27 15:42:51,073 - mmaction - INFO - Epoch [85][2840/3757] lr: 2.000e-04, eta: 10:48:04, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1909, loss: 1.1909, grad_norm: 7.0510 2020-07-27 15:43:04,145 - mmaction - INFO - Epoch [85][2860/3757] lr: 2.000e-04, eta: 10:47:50, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2093, loss: 1.2093, grad_norm: 7.0678 2020-07-27 15:43:18,465 - mmaction - INFO - Epoch [85][2880/3757] lr: 2.000e-04, eta: 10:47:37, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.3668 2020-07-27 15:43:31,264 - mmaction - INFO - Epoch [85][2900/3757] lr: 2.000e-04, eta: 10:47:23, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.3547 2020-07-27 15:43:44,746 - mmaction - INFO - Epoch [85][2920/3757] lr: 2.000e-04, eta: 10:47:09, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1724, loss: 1.1724, grad_norm: 6.9529 2020-07-27 15:43:57,665 - mmaction - INFO - Epoch [85][2940/3757] lr: 2.000e-04, eta: 10:46:56, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.0297 2020-07-27 15:44:11,131 - mmaction - INFO - Epoch [85][2960/3757] lr: 2.000e-04, eta: 10:46:42, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.1826, loss: 1.1826, grad_norm: 6.9795 2020-07-27 15:44:25,258 - mmaction - INFO - Epoch [85][2980/3757] lr: 2.000e-04, eta: 10:46:29, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8938, loss_cls: 1.1536, loss: 1.1536, grad_norm: 7.0753 2020-07-27 15:44:38,440 - mmaction - INFO - Epoch [85][3000/3757] lr: 2.000e-04, eta: 10:46:15, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2557, loss: 1.2557, grad_norm: 7.0905 2020-07-27 15:44:51,471 - mmaction - INFO - Epoch [85][3020/3757] lr: 2.000e-04, eta: 10:46:01, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1634, loss: 1.1634, grad_norm: 7.0514 2020-07-27 15:45:04,554 - mmaction - INFO - Epoch [85][3040/3757] lr: 2.000e-04, eta: 10:45:48, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1788, loss: 1.1788, grad_norm: 7.0319 2020-07-27 15:45:17,991 - mmaction - INFO - Epoch [85][3060/3757] lr: 2.000e-04, eta: 10:45:34, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2540, loss: 1.2540, grad_norm: 7.0674 2020-07-27 15:45:31,365 - mmaction - INFO - Epoch [85][3080/3757] lr: 2.000e-04, eta: 10:45:20, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.2007, loss: 1.2007, grad_norm: 7.2715 2020-07-27 15:45:44,960 - mmaction - INFO - Epoch [85][3100/3757] lr: 2.000e-04, eta: 10:45:07, time: 0.686, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.1278 2020-07-27 15:45:57,948 - mmaction - INFO - Epoch [85][3120/3757] lr: 2.000e-04, eta: 10:44:53, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.9801 2020-07-27 15:46:10,866 - mmaction - INFO - Epoch [85][3140/3757] lr: 2.000e-04, eta: 10:44:39, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.8388 2020-07-27 15:46:23,711 - mmaction - INFO - Epoch [85][3160/3757] lr: 2.000e-04, eta: 10:44:26, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.1855 2020-07-27 15:46:37,426 - mmaction - INFO - Epoch [85][3180/3757] lr: 2.000e-04, eta: 10:44:12, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2610, loss: 1.2610, grad_norm: 7.3435 2020-07-27 15:46:50,735 - mmaction - INFO - Epoch [85][3200/3757] lr: 2.000e-04, eta: 10:43:58, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8742, loss_cls: 1.1378, loss: 1.1378, grad_norm: 7.0673 2020-07-27 15:47:03,302 - mmaction - INFO - Epoch [85][3220/3757] lr: 2.000e-04, eta: 10:43:45, time: 0.634, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.1801, loss: 1.1801, grad_norm: 7.0480 2020-07-27 15:47:16,943 - mmaction - INFO - Epoch [85][3240/3757] lr: 2.000e-04, eta: 10:43:31, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.8512 2020-07-27 15:47:29,642 - mmaction - INFO - Epoch [85][3260/3757] lr: 2.000e-04, eta: 10:43:17, time: 0.642, data_time: 0.009, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2768, loss: 1.2768, grad_norm: 7.2445 2020-07-27 15:47:43,206 - mmaction - INFO - Epoch [85][3280/3757] lr: 2.000e-04, eta: 10:43:04, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.1791 2020-07-27 15:47:56,282 - mmaction - INFO - Epoch [85][3300/3757] lr: 2.000e-04, eta: 10:42:50, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3089, loss: 1.3089, grad_norm: 7.3239 2020-07-27 15:48:09,380 - mmaction - INFO - Epoch [85][3320/3757] lr: 2.000e-04, eta: 10:42:36, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.9509 2020-07-27 15:48:23,644 - mmaction - INFO - Epoch [85][3340/3757] lr: 2.000e-04, eta: 10:42:23, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.8076 2020-07-27 15:48:36,404 - mmaction - INFO - Epoch [85][3360/3757] lr: 2.000e-04, eta: 10:42:09, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1657, loss: 1.1657, grad_norm: 7.1560 2020-07-27 15:48:50,016 - mmaction - INFO - Epoch [85][3380/3757] lr: 2.000e-04, eta: 10:41:56, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1734, loss: 1.1734, grad_norm: 7.1104 2020-07-27 15:49:04,593 - mmaction - INFO - Epoch [85][3400/3757] lr: 2.000e-04, eta: 10:41:42, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1877, loss: 1.1877, grad_norm: 6.9915 2020-07-27 15:49:17,669 - mmaction - INFO - Epoch [85][3420/3757] lr: 2.000e-04, eta: 10:41:29, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.3831 2020-07-27 15:49:31,146 - mmaction - INFO - Epoch [85][3440/3757] lr: 2.000e-04, eta: 10:41:15, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.2168 2020-07-27 15:49:44,385 - mmaction - INFO - Epoch [85][3460/3757] lr: 2.000e-04, eta: 10:41:01, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2981, loss: 1.2981, grad_norm: 7.4104 2020-07-27 15:49:58,518 - mmaction - INFO - Epoch [85][3480/3757] lr: 2.000e-04, eta: 10:40:48, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.9616 2020-07-27 15:50:11,413 - mmaction - INFO - Epoch [85][3500/3757] lr: 2.000e-04, eta: 10:40:34, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2146, loss: 1.2146, grad_norm: 7.0573 2020-07-27 15:50:26,248 - mmaction - INFO - Epoch [85][3520/3757] lr: 2.000e-04, eta: 10:40:21, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2285, loss: 1.2285, grad_norm: 7.4419 2020-07-27 15:50:38,723 - mmaction - INFO - Epoch [85][3540/3757] lr: 2.000e-04, eta: 10:40:07, time: 0.626, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2848, loss: 1.2848, grad_norm: 7.3693 2020-07-27 15:50:51,800 - mmaction - INFO - Epoch [85][3560/3757] lr: 2.000e-04, eta: 10:39:53, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8711, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.0702 2020-07-27 15:51:04,665 - mmaction - INFO - Epoch [85][3580/3757] lr: 2.000e-04, eta: 10:39:40, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1632, loss: 1.1632, grad_norm: 6.9974 2020-07-27 15:51:18,145 - mmaction - INFO - Epoch [85][3600/3757] lr: 2.000e-04, eta: 10:39:26, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2102, loss: 1.2102, grad_norm: 7.1134 2020-07-27 15:51:31,924 - mmaction - INFO - Epoch [85][3620/3757] lr: 2.000e-04, eta: 10:39:13, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.2094 2020-07-27 15:51:45,625 - mmaction - INFO - Epoch [85][3640/3757] lr: 2.000e-04, eta: 10:38:59, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1937, loss: 1.1937, grad_norm: 6.9532 2020-07-27 15:51:59,913 - mmaction - INFO - Epoch [85][3660/3757] lr: 2.000e-04, eta: 10:38:46, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2234, loss: 1.2234, grad_norm: 7.0113 2020-07-27 15:52:12,391 - mmaction - INFO - Epoch [85][3680/3757] lr: 2.000e-04, eta: 10:38:32, time: 0.624, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2965, loss: 1.2965, grad_norm: 7.5184 2020-07-27 15:52:25,646 - mmaction - INFO - Epoch [85][3700/3757] lr: 2.000e-04, eta: 10:38:18, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2343, loss: 1.2343, grad_norm: 7.1371 2020-07-27 15:52:38,549 - mmaction - INFO - Epoch [85][3720/3757] lr: 2.000e-04, eta: 10:38:04, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8695, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.8875 2020-07-27 15:52:52,933 - mmaction - INFO - Epoch [85][3740/3757] lr: 2.000e-04, eta: 10:37:51, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2653, loss: 1.2653, grad_norm: 7.2673 2020-07-27 15:53:03,831 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-27 15:53:25,684 - mmaction - INFO - Epoch [86][20/3757] lr: 2.000e-04, eta: 10:37:25, time: 1.010, data_time: 0.353, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.9148 2020-07-27 15:53:38,235 - mmaction - INFO - Epoch [86][40/3757] lr: 2.000e-04, eta: 10:37:11, time: 0.628, data_time: 0.003, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.9591 2020-07-27 15:53:50,897 - mmaction - INFO - Epoch [86][60/3757] lr: 2.000e-04, eta: 10:36:58, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2660, loss: 1.2660, grad_norm: 7.0927 2020-07-27 15:54:04,168 - mmaction - INFO - Epoch [86][80/3757] lr: 2.000e-04, eta: 10:36:44, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.0780 2020-07-27 15:54:17,856 - mmaction - INFO - Epoch [86][100/3757] lr: 2.000e-04, eta: 10:36:30, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.0722 2020-07-27 15:54:30,744 - mmaction - INFO - Epoch [86][120/3757] lr: 2.000e-04, eta: 10:36:17, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.9791 2020-07-27 15:54:44,522 - mmaction - INFO - Epoch [86][140/3757] lr: 2.000e-04, eta: 10:36:03, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.8341 2020-07-27 15:54:57,462 - mmaction - INFO - Epoch [86][160/3757] lr: 2.000e-04, eta: 10:35:49, time: 0.647, data_time: 0.003, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2240, loss: 1.2240, grad_norm: 7.1281 2020-07-27 15:55:11,786 - mmaction - INFO - Epoch [86][180/3757] lr: 2.000e-04, eta: 10:35:36, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.9726 2020-07-27 15:55:24,549 - mmaction - INFO - Epoch [86][200/3757] lr: 2.000e-04, eta: 10:35:22, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.9474 2020-07-27 15:55:38,294 - mmaction - INFO - Epoch [86][220/3757] lr: 2.000e-04, eta: 10:35:09, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2045, loss: 1.2045, grad_norm: 7.0464 2020-07-27 15:55:51,103 - mmaction - INFO - Epoch [86][240/3757] lr: 2.000e-04, eta: 10:34:55, time: 0.642, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.1662 2020-07-27 15:56:05,424 - mmaction - INFO - Epoch [86][260/3757] lr: 2.000e-04, eta: 10:34:42, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2782, loss: 1.2782, grad_norm: 7.3140 2020-07-27 15:56:18,792 - mmaction - INFO - Epoch [86][280/3757] lr: 2.000e-04, eta: 10:34:28, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.2240, loss: 1.2240, grad_norm: 7.0743 2020-07-27 15:56:32,140 - mmaction - INFO - Epoch [86][300/3757] lr: 2.000e-04, eta: 10:34:14, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8758, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.8608 2020-07-27 15:56:46,004 - mmaction - INFO - Epoch [86][320/3757] lr: 2.000e-04, eta: 10:34:01, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.2781, loss: 1.2781, grad_norm: 7.1635 2020-07-27 15:56:58,786 - mmaction - INFO - Epoch [86][340/3757] lr: 2.000e-04, eta: 10:33:47, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8961, loss_cls: 1.1537, loss: 1.1537, grad_norm: 7.0184 2020-07-27 15:57:12,533 - mmaction - INFO - Epoch [86][360/3757] lr: 2.000e-04, eta: 10:33:34, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2960, loss: 1.2960, grad_norm: 7.1825 2020-07-27 15:57:26,792 - mmaction - INFO - Epoch [86][380/3757] lr: 2.000e-04, eta: 10:33:20, time: 0.715, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.2448 2020-07-27 15:57:40,135 - mmaction - INFO - Epoch [86][400/3757] lr: 2.000e-04, eta: 10:33:06, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1671, loss: 1.1671, grad_norm: 6.8516 2020-07-27 15:57:53,506 - mmaction - INFO - Epoch [86][420/3757] lr: 2.000e-04, eta: 10:32:53, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.3128 2020-07-27 15:58:07,088 - mmaction - INFO - Epoch [86][440/3757] lr: 2.000e-04, eta: 10:32:39, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2745, loss: 1.2745, grad_norm: 7.2892 2020-07-27 15:58:20,313 - mmaction - INFO - Epoch [86][460/3757] lr: 2.000e-04, eta: 10:32:26, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2510, loss: 1.2510, grad_norm: 7.1015 2020-07-27 15:58:34,450 - mmaction - INFO - Epoch [86][480/3757] lr: 2.000e-04, eta: 10:32:12, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8812, loss_cls: 1.2516, loss: 1.2516, grad_norm: 7.2501 2020-07-27 15:58:47,806 - mmaction - INFO - Epoch [86][500/3757] lr: 2.000e-04, eta: 10:31:59, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.7801 2020-07-27 15:59:00,732 - mmaction - INFO - Epoch [86][520/3757] lr: 2.000e-04, eta: 10:31:45, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2783, loss: 1.2783, grad_norm: 7.3187 2020-07-27 15:59:13,592 - mmaction - INFO - Epoch [86][540/3757] lr: 2.000e-04, eta: 10:31:31, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2591, loss: 1.2591, grad_norm: 7.1553 2020-07-27 15:59:26,645 - mmaction - INFO - Epoch [86][560/3757] lr: 2.000e-04, eta: 10:31:17, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1803, loss: 1.1803, grad_norm: 7.0600 2020-07-27 15:59:39,923 - mmaction - INFO - Epoch [86][580/3757] lr: 2.000e-04, eta: 10:31:04, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.8885 2020-07-27 15:59:53,729 - mmaction - INFO - Epoch [86][600/3757] lr: 2.000e-04, eta: 10:30:50, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1699, loss: 1.1699, grad_norm: 7.0140 2020-07-27 16:00:12,762 - mmaction - INFO - Epoch [86][620/3757] lr: 2.000e-04, eta: 10:30:38, time: 0.940, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.2940, loss: 1.2940, grad_norm: 7.3439 2020-07-27 16:00:25,665 - mmaction - INFO - Epoch [86][640/3757] lr: 2.000e-04, eta: 10:30:24, time: 0.657, data_time: 0.028, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.8432 2020-07-27 16:00:38,453 - mmaction - INFO - Epoch [86][660/3757] lr: 2.000e-04, eta: 10:30:10, time: 0.636, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1199, loss: 1.1199, grad_norm: 7.0690 2020-07-27 16:00:51,858 - mmaction - INFO - Epoch [86][680/3757] lr: 2.000e-04, eta: 10:29:57, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.2217 2020-07-27 16:01:04,944 - mmaction - INFO - Epoch [86][700/3757] lr: 2.000e-04, eta: 10:29:43, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2210, loss: 1.2210, grad_norm: 7.0257 2020-07-27 16:01:18,987 - mmaction - INFO - Epoch [86][720/3757] lr: 2.000e-04, eta: 10:29:30, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1475, loss: 1.1475, grad_norm: 7.0637 2020-07-27 16:01:31,912 - mmaction - INFO - Epoch [86][740/3757] lr: 2.000e-04, eta: 10:29:16, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2885, loss: 1.2885, grad_norm: 7.3630 2020-07-27 16:01:44,749 - mmaction - INFO - Epoch [86][760/3757] lr: 2.000e-04, eta: 10:29:02, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.3346 2020-07-27 16:01:58,564 - mmaction - INFO - Epoch [86][780/3757] lr: 2.000e-04, eta: 10:28:49, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.1486 2020-07-27 16:02:11,339 - mmaction - INFO - Epoch [86][800/3757] lr: 2.000e-04, eta: 10:28:35, time: 0.639, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.9658 2020-07-27 16:02:24,384 - mmaction - INFO - Epoch [86][820/3757] lr: 2.000e-04, eta: 10:28:21, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.0675 2020-07-27 16:02:38,766 - mmaction - INFO - Epoch [86][840/3757] lr: 2.000e-04, eta: 10:28:08, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.9261 2020-07-27 16:02:51,768 - mmaction - INFO - Epoch [86][860/3757] lr: 2.000e-04, eta: 10:27:54, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8617, loss_cls: 1.2060, loss: 1.2060, grad_norm: 7.1097 2020-07-27 16:03:04,578 - mmaction - INFO - Epoch [86][880/3757] lr: 2.000e-04, eta: 10:27:40, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.9391 2020-07-27 16:03:17,555 - mmaction - INFO - Epoch [86][900/3757] lr: 2.000e-04, eta: 10:27:27, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2402, loss: 1.2402, grad_norm: 7.3147 2020-07-27 16:03:31,258 - mmaction - INFO - Epoch [86][920/3757] lr: 2.000e-04, eta: 10:27:13, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2564, loss: 1.2564, grad_norm: 7.2265 2020-07-27 16:03:44,212 - mmaction - INFO - Epoch [86][940/3757] lr: 2.000e-04, eta: 10:26:59, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2551, loss: 1.2551, grad_norm: 7.1946 2020-07-27 16:03:57,135 - mmaction - INFO - Epoch [86][960/3757] lr: 2.000e-04, eta: 10:26:46, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.9944 2020-07-27 16:04:10,172 - mmaction - INFO - Epoch [86][980/3757] lr: 2.000e-04, eta: 10:26:32, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8688, loss_cls: 1.2404, loss: 1.2404, grad_norm: 6.9727 2020-07-27 16:04:23,545 - mmaction - INFO - Epoch [86][1000/3757] lr: 2.000e-04, eta: 10:26:18, time: 0.667, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2336, loss: 1.2336, grad_norm: 7.2426 2020-07-27 16:04:36,437 - mmaction - INFO - Epoch [86][1020/3757] lr: 2.000e-04, eta: 10:26:05, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.9575 2020-07-27 16:04:49,237 - mmaction - INFO - Epoch [86][1040/3757] lr: 2.000e-04, eta: 10:25:51, time: 0.639, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.3477 2020-07-27 16:05:02,583 - mmaction - INFO - Epoch [86][1060/3757] lr: 2.000e-04, eta: 10:25:37, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1376, loss: 1.1376, grad_norm: 7.0236 2020-07-27 16:05:15,610 - mmaction - INFO - Epoch [86][1080/3757] lr: 2.000e-04, eta: 10:25:24, time: 0.652, data_time: 0.002, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2194, loss: 1.2194, grad_norm: 7.1258 2020-07-27 16:05:29,379 - mmaction - INFO - Epoch [86][1100/3757] lr: 2.000e-04, eta: 10:25:10, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.1912, loss: 1.1912, grad_norm: 7.1222 2020-07-27 16:05:42,368 - mmaction - INFO - Epoch [86][1120/3757] lr: 2.000e-04, eta: 10:24:57, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.3095 2020-07-27 16:05:55,421 - mmaction - INFO - Epoch [86][1140/3757] lr: 2.000e-04, eta: 10:24:43, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2686, loss: 1.2686, grad_norm: 7.3762 2020-07-27 16:06:09,166 - mmaction - INFO - Epoch [86][1160/3757] lr: 2.000e-04, eta: 10:24:29, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1544, loss: 1.1544, grad_norm: 7.0468 2020-07-27 16:06:22,698 - mmaction - INFO - Epoch [86][1180/3757] lr: 2.000e-04, eta: 10:24:16, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.8009 2020-07-27 16:06:35,509 - mmaction - INFO - Epoch [86][1200/3757] lr: 2.000e-04, eta: 10:24:02, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2015, loss: 1.2015, grad_norm: 7.1503 2020-07-27 16:06:48,428 - mmaction - INFO - Epoch [86][1220/3757] lr: 2.000e-04, eta: 10:23:48, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.1974, loss: 1.1974, grad_norm: 6.9254 2020-07-27 16:07:02,417 - mmaction - INFO - Epoch [86][1240/3757] lr: 2.000e-04, eta: 10:23:35, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2166, loss: 1.2166, grad_norm: 7.3031 2020-07-27 16:07:15,274 - mmaction - INFO - Epoch [86][1260/3757] lr: 2.000e-04, eta: 10:23:21, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.9052 2020-07-27 16:07:29,012 - mmaction - INFO - Epoch [86][1280/3757] lr: 2.000e-04, eta: 10:23:08, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1433, loss: 1.1433, grad_norm: 7.1851 2020-07-27 16:07:41,741 - mmaction - INFO - Epoch [86][1300/3757] lr: 2.000e-04, eta: 10:22:54, time: 0.638, data_time: 0.009, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1310, loss: 1.1310, grad_norm: 7.0945 2020-07-27 16:07:55,716 - mmaction - INFO - Epoch [86][1320/3757] lr: 2.000e-04, eta: 10:22:40, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.2652, loss: 1.2652, grad_norm: 7.3750 2020-07-27 16:08:09,025 - mmaction - INFO - Epoch [86][1340/3757] lr: 2.000e-04, eta: 10:22:27, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.9521 2020-07-27 16:08:21,893 - mmaction - INFO - Epoch [86][1360/3757] lr: 2.000e-04, eta: 10:22:13, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1634, loss: 1.1634, grad_norm: 7.0163 2020-07-27 16:08:35,753 - mmaction - INFO - Epoch [86][1380/3757] lr: 2.000e-04, eta: 10:21:59, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2052, loss: 1.2052, grad_norm: 6.9992 2020-07-27 16:08:49,413 - mmaction - INFO - Epoch [86][1400/3757] lr: 2.000e-04, eta: 10:21:46, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2124, loss: 1.2124, grad_norm: 7.2941 2020-07-27 16:09:02,868 - mmaction - INFO - Epoch [86][1420/3757] lr: 2.000e-04, eta: 10:21:32, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1617, loss: 1.1617, grad_norm: 7.1179 2020-07-27 16:09:17,313 - mmaction - INFO - Epoch [86][1440/3757] lr: 2.000e-04, eta: 10:21:19, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1768, loss: 1.1768, grad_norm: 7.0569 2020-07-27 16:09:29,962 - mmaction - INFO - Epoch [86][1460/3757] lr: 2.000e-04, eta: 10:21:05, time: 0.634, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1931, loss: 1.1931, grad_norm: 7.1282 2020-07-27 16:09:43,853 - mmaction - INFO - Epoch [86][1480/3757] lr: 2.000e-04, eta: 10:20:52, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.1661 2020-07-27 16:09:56,592 - mmaction - INFO - Epoch [86][1500/3757] lr: 2.000e-04, eta: 10:20:38, time: 0.637, data_time: 0.002, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8742, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.8851 2020-07-27 16:10:10,332 - mmaction - INFO - Epoch [86][1520/3757] lr: 2.000e-04, eta: 10:20:24, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.8928 2020-07-27 16:10:23,488 - mmaction - INFO - Epoch [86][1540/3757] lr: 2.000e-04, eta: 10:20:11, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.9851 2020-07-27 16:10:36,696 - mmaction - INFO - Epoch [86][1560/3757] lr: 2.000e-04, eta: 10:19:57, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.8918 2020-07-27 16:10:49,648 - mmaction - INFO - Epoch [86][1580/3757] lr: 2.000e-04, eta: 10:19:43, time: 0.650, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2229, loss: 1.2229, grad_norm: 7.3495 2020-07-27 16:11:03,381 - mmaction - INFO - Epoch [86][1600/3757] lr: 2.000e-04, eta: 10:19:30, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.1873, loss: 1.1873, grad_norm: 6.9469 2020-07-27 16:11:16,892 - mmaction - INFO - Epoch [86][1620/3757] lr: 2.000e-04, eta: 10:19:16, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.3022, loss: 1.3022, grad_norm: 7.5004 2020-07-27 16:11:30,624 - mmaction - INFO - Epoch [86][1640/3757] lr: 2.000e-04, eta: 10:19:03, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.7372 2020-07-27 16:11:43,319 - mmaction - INFO - Epoch [86][1660/3757] lr: 2.000e-04, eta: 10:18:49, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8672, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.1556 2020-07-27 16:11:56,708 - mmaction - INFO - Epoch [86][1680/3757] lr: 2.000e-04, eta: 10:18:35, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.0141 2020-07-27 16:12:09,604 - mmaction - INFO - Epoch [86][1700/3757] lr: 2.000e-04, eta: 10:18:22, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.9949 2020-07-27 16:12:23,941 - mmaction - INFO - Epoch [86][1720/3757] lr: 2.000e-04, eta: 10:18:08, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2335, loss: 1.2335, grad_norm: 7.3157 2020-07-27 16:12:37,342 - mmaction - INFO - Epoch [86][1740/3757] lr: 2.000e-04, eta: 10:17:55, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.0397 2020-07-27 16:12:51,643 - mmaction - INFO - Epoch [86][1760/3757] lr: 2.000e-04, eta: 10:17:41, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2354, loss: 1.2354, grad_norm: 7.0366 2020-07-27 16:13:05,710 - mmaction - INFO - Epoch [86][1780/3757] lr: 2.000e-04, eta: 10:17:28, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.1514, loss: 1.1514, grad_norm: 7.1207 2020-07-27 16:13:18,657 - mmaction - INFO - Epoch [86][1800/3757] lr: 2.000e-04, eta: 10:17:14, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1250, loss: 1.1250, grad_norm: 7.1097 2020-07-27 16:13:31,638 - mmaction - INFO - Epoch [86][1820/3757] lr: 2.000e-04, eta: 10:17:00, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.0473 2020-07-27 16:13:45,781 - mmaction - INFO - Epoch [86][1840/3757] lr: 2.000e-04, eta: 10:16:47, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.4826 2020-07-27 16:13:58,558 - mmaction - INFO - Epoch [86][1860/3757] lr: 2.000e-04, eta: 10:16:33, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2249, loss: 1.2249, grad_norm: 7.2388 2020-07-27 16:14:12,300 - mmaction - INFO - Epoch [86][1880/3757] lr: 2.000e-04, eta: 10:16:20, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1886, loss: 1.1886, grad_norm: 7.2104 2020-07-27 16:14:25,215 - mmaction - INFO - Epoch [86][1900/3757] lr: 2.000e-04, eta: 10:16:06, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1549, loss: 1.1549, grad_norm: 7.2805 2020-07-27 16:14:38,836 - mmaction - INFO - Epoch [86][1920/3757] lr: 2.000e-04, eta: 10:15:52, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2454, loss: 1.2454, grad_norm: 7.2996 2020-07-27 16:14:51,701 - mmaction - INFO - Epoch [86][1940/3757] lr: 2.000e-04, eta: 10:15:39, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.0445 2020-07-27 16:15:05,351 - mmaction - INFO - Epoch [86][1960/3757] lr: 2.000e-04, eta: 10:15:25, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2127, loss: 1.2127, grad_norm: 7.1875 2020-07-27 16:15:18,752 - mmaction - INFO - Epoch [86][1980/3757] lr: 2.000e-04, eta: 10:15:11, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1737, loss: 1.1737, grad_norm: 7.1100 2020-07-27 16:15:32,419 - mmaction - INFO - Epoch [86][2000/3757] lr: 2.000e-04, eta: 10:14:58, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2283, loss: 1.2283, grad_norm: 7.1344 2020-07-27 16:15:45,442 - mmaction - INFO - Epoch [86][2020/3757] lr: 2.000e-04, eta: 10:14:44, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1683, loss: 1.1683, grad_norm: 7.0442 2020-07-27 16:15:59,180 - mmaction - INFO - Epoch [86][2040/3757] lr: 2.000e-04, eta: 10:14:31, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.8711 2020-07-27 16:16:12,971 - mmaction - INFO - Epoch [86][2060/3757] lr: 2.000e-04, eta: 10:14:17, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3189, loss: 1.3189, grad_norm: 7.5011 2020-07-27 16:16:26,649 - mmaction - INFO - Epoch [86][2080/3757] lr: 2.000e-04, eta: 10:14:04, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.1920, loss: 1.1920, grad_norm: 7.0979 2020-07-27 16:16:39,775 - mmaction - INFO - Epoch [86][2100/3757] lr: 2.000e-04, eta: 10:13:50, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1462, loss: 1.1462, grad_norm: 7.0967 2020-07-27 16:16:53,422 - mmaction - INFO - Epoch [86][2120/3757] lr: 2.000e-04, eta: 10:13:36, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2474, loss: 1.2474, grad_norm: 7.3591 2020-07-27 16:17:06,291 - mmaction - INFO - Epoch [86][2140/3757] lr: 2.000e-04, eta: 10:13:23, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.1145 2020-07-27 16:17:19,842 - mmaction - INFO - Epoch [86][2160/3757] lr: 2.000e-04, eta: 10:13:09, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.9709 2020-07-27 16:17:33,878 - mmaction - INFO - Epoch [86][2180/3757] lr: 2.000e-04, eta: 10:12:56, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1999, loss: 1.1999, grad_norm: 6.9411 2020-07-27 16:17:46,934 - mmaction - INFO - Epoch [86][2200/3757] lr: 2.000e-04, eta: 10:12:42, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.9361 2020-07-27 16:17:59,843 - mmaction - INFO - Epoch [86][2220/3757] lr: 2.000e-04, eta: 10:12:28, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1911, loss: 1.1911, grad_norm: 6.9958 2020-07-27 16:18:12,775 - mmaction - INFO - Epoch [86][2240/3757] lr: 2.000e-04, eta: 10:12:15, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2429, loss: 1.2429, grad_norm: 7.1648 2020-07-27 16:18:25,820 - mmaction - INFO - Epoch [86][2260/3757] lr: 2.000e-04, eta: 10:12:01, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2362, loss: 1.2362, grad_norm: 7.1493 2020-07-27 16:18:39,927 - mmaction - INFO - Epoch [86][2280/3757] lr: 2.000e-04, eta: 10:11:47, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.9168 2020-07-27 16:18:52,924 - mmaction - INFO - Epoch [86][2300/3757] lr: 2.000e-04, eta: 10:11:34, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1539, loss: 1.1539, grad_norm: 7.1622 2020-07-27 16:19:06,397 - mmaction - INFO - Epoch [86][2320/3757] lr: 2.000e-04, eta: 10:11:20, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2590, loss: 1.2590, grad_norm: 7.2181 2020-07-27 16:19:20,915 - mmaction - INFO - Epoch [86][2340/3757] lr: 2.000e-04, eta: 10:11:07, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.0654 2020-07-27 16:19:34,519 - mmaction - INFO - Epoch [86][2360/3757] lr: 2.000e-04, eta: 10:10:53, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1919, loss: 1.1919, grad_norm: 7.0069 2020-07-27 16:19:47,340 - mmaction - INFO - Epoch [86][2380/3757] lr: 2.000e-04, eta: 10:10:39, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1468, loss: 1.1468, grad_norm: 6.8484 2020-07-27 16:20:00,720 - mmaction - INFO - Epoch [86][2400/3757] lr: 2.000e-04, eta: 10:10:26, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.1641 2020-07-27 16:20:14,171 - mmaction - INFO - Epoch [86][2420/3757] lr: 2.000e-04, eta: 10:10:12, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2116, loss: 1.2116, grad_norm: 7.2285 2020-07-27 16:20:27,321 - mmaction - INFO - Epoch [86][2440/3757] lr: 2.000e-04, eta: 10:09:59, time: 0.658, data_time: 0.002, memory: 7079, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.4661 2020-07-27 16:20:41,245 - mmaction - INFO - Epoch [86][2460/3757] lr: 2.000e-04, eta: 10:09:45, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3534, loss: 1.3534, grad_norm: 7.4442 2020-07-27 16:20:54,463 - mmaction - INFO - Epoch [86][2480/3757] lr: 2.000e-04, eta: 10:09:31, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.9691 2020-07-27 16:21:08,197 - mmaction - INFO - Epoch [86][2500/3757] lr: 2.000e-04, eta: 10:09:18, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2250, loss: 1.2250, grad_norm: 7.1758 2020-07-27 16:21:21,462 - mmaction - INFO - Epoch [86][2520/3757] lr: 2.000e-04, eta: 10:09:04, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.0092 2020-07-27 16:21:35,079 - mmaction - INFO - Epoch [86][2540/3757] lr: 2.000e-04, eta: 10:08:51, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2551, loss: 1.2551, grad_norm: 7.3333 2020-07-27 16:21:48,241 - mmaction - INFO - Epoch [86][2560/3757] lr: 2.000e-04, eta: 10:08:37, time: 0.661, data_time: 0.009, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.1044 2020-07-27 16:22:01,251 - mmaction - INFO - Epoch [86][2580/3757] lr: 2.000e-04, eta: 10:08:23, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.1966, loss: 1.1966, grad_norm: 7.1707 2020-07-27 16:22:14,906 - mmaction - INFO - Epoch [86][2600/3757] lr: 2.000e-04, eta: 10:08:10, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2493, loss: 1.2493, grad_norm: 7.4138 2020-07-27 16:22:27,681 - mmaction - INFO - Epoch [86][2620/3757] lr: 2.000e-04, eta: 10:07:56, time: 0.638, data_time: 0.002, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1801, loss: 1.1801, grad_norm: 7.2710 2020-07-27 16:22:41,877 - mmaction - INFO - Epoch [86][2640/3757] lr: 2.000e-04, eta: 10:07:43, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2365, loss: 1.2365, grad_norm: 7.1885 2020-07-27 16:22:54,691 - mmaction - INFO - Epoch [86][2660/3757] lr: 2.000e-04, eta: 10:07:29, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1856, loss: 1.1856, grad_norm: 7.4271 2020-07-27 16:23:08,524 - mmaction - INFO - Epoch [86][2680/3757] lr: 2.000e-04, eta: 10:07:15, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2595, loss: 1.2595, grad_norm: 7.3574 2020-07-27 16:23:21,801 - mmaction - INFO - Epoch [86][2700/3757] lr: 2.000e-04, eta: 10:07:02, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.9077 2020-07-27 16:23:35,928 - mmaction - INFO - Epoch [86][2720/3757] lr: 2.000e-04, eta: 10:06:48, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1669, loss: 1.1669, grad_norm: 7.0618 2020-07-27 16:23:48,603 - mmaction - INFO - Epoch [86][2740/3757] lr: 2.000e-04, eta: 10:06:35, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.3254 2020-07-27 16:24:01,720 - mmaction - INFO - Epoch [86][2760/3757] lr: 2.000e-04, eta: 10:06:21, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2071, loss: 1.2071, grad_norm: 7.2337 2020-07-27 16:24:14,673 - mmaction - INFO - Epoch [86][2780/3757] lr: 2.000e-04, eta: 10:06:07, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.1956, loss: 1.1956, grad_norm: 7.2255 2020-07-27 16:24:28,574 - mmaction - INFO - Epoch [86][2800/3757] lr: 2.000e-04, eta: 10:05:54, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.8163 2020-07-27 16:24:42,086 - mmaction - INFO - Epoch [86][2820/3757] lr: 2.000e-04, eta: 10:05:40, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.0991 2020-07-27 16:24:55,462 - mmaction - INFO - Epoch [86][2840/3757] lr: 2.000e-04, eta: 10:05:26, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2411, loss: 1.2411, grad_norm: 7.1388 2020-07-27 16:25:09,054 - mmaction - INFO - Epoch [86][2860/3757] lr: 2.000e-04, eta: 10:05:13, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.9038 2020-07-27 16:25:22,288 - mmaction - INFO - Epoch [86][2880/3757] lr: 2.000e-04, eta: 10:04:59, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2924, loss: 1.2924, grad_norm: 7.3675 2020-07-27 16:25:35,729 - mmaction - INFO - Epoch [86][2900/3757] lr: 2.000e-04, eta: 10:04:46, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2657, loss: 1.2657, grad_norm: 7.1770 2020-07-27 16:25:49,051 - mmaction - INFO - Epoch [86][2920/3757] lr: 2.000e-04, eta: 10:04:32, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2833, loss: 1.2833, grad_norm: 7.4255 2020-07-27 16:26:02,763 - mmaction - INFO - Epoch [86][2940/3757] lr: 2.000e-04, eta: 10:04:18, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1712, loss: 1.1712, grad_norm: 7.0874 2020-07-27 16:26:15,577 - mmaction - INFO - Epoch [86][2960/3757] lr: 2.000e-04, eta: 10:04:05, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.3586 2020-07-27 16:26:30,137 - mmaction - INFO - Epoch [86][2980/3757] lr: 2.000e-04, eta: 10:03:51, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.0363 2020-07-27 16:26:43,546 - mmaction - INFO - Epoch [86][3000/3757] lr: 2.000e-04, eta: 10:03:38, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.1552 2020-07-27 16:26:57,629 - mmaction - INFO - Epoch [86][3020/3757] lr: 2.000e-04, eta: 10:03:24, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1741, loss: 1.1741, grad_norm: 7.1870 2020-07-27 16:27:11,221 - mmaction - INFO - Epoch [86][3040/3757] lr: 2.000e-04, eta: 10:03:11, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.9582 2020-07-27 16:27:24,839 - mmaction - INFO - Epoch [86][3060/3757] lr: 2.000e-04, eta: 10:02:57, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2304, loss: 1.2304, grad_norm: 7.1527 2020-07-27 16:27:38,787 - mmaction - INFO - Epoch [86][3080/3757] lr: 2.000e-04, eta: 10:02:44, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3113, loss: 1.3113, grad_norm: 7.4683 2020-07-27 16:27:52,067 - mmaction - INFO - Epoch [86][3100/3757] lr: 2.000e-04, eta: 10:02:30, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.2303, loss: 1.2303, grad_norm: 7.2952 2020-07-27 16:28:05,849 - mmaction - INFO - Epoch [86][3120/3757] lr: 2.000e-04, eta: 10:02:16, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1851, loss: 1.1851, grad_norm: 7.1125 2020-07-27 16:28:18,530 - mmaction - INFO - Epoch [86][3140/3757] lr: 2.000e-04, eta: 10:02:03, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2549, loss: 1.2549, grad_norm: 7.4418 2020-07-27 16:28:32,147 - mmaction - INFO - Epoch [86][3160/3757] lr: 2.000e-04, eta: 10:01:49, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.2297 2020-07-27 16:28:46,205 - mmaction - INFO - Epoch [86][3180/3757] lr: 2.000e-04, eta: 10:01:36, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2324, loss: 1.2324, grad_norm: 7.1734 2020-07-27 16:29:01,539 - mmaction - INFO - Epoch [86][3200/3757] lr: 2.000e-04, eta: 10:01:22, time: 0.769, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.2334, loss: 1.2334, grad_norm: 7.2940 2020-07-27 16:29:14,088 - mmaction - INFO - Epoch [86][3220/3757] lr: 2.000e-04, eta: 10:01:09, time: 0.627, data_time: 0.007, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.2044 2020-07-27 16:29:27,735 - mmaction - INFO - Epoch [86][3240/3757] lr: 2.000e-04, eta: 10:00:55, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8773, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.8806 2020-07-27 16:29:41,479 - mmaction - INFO - Epoch [86][3260/3757] lr: 2.000e-04, eta: 10:00:42, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.9321 2020-07-27 16:29:55,358 - mmaction - INFO - Epoch [86][3280/3757] lr: 2.000e-04, eta: 10:00:28, time: 0.694, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2451, loss: 1.2451, grad_norm: 7.1047 2020-07-27 16:30:08,561 - mmaction - INFO - Epoch [86][3300/3757] lr: 2.000e-04, eta: 10:00:14, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2717, loss: 1.2717, grad_norm: 7.3271 2020-07-27 16:30:21,824 - mmaction - INFO - Epoch [86][3320/3757] lr: 2.000e-04, eta: 10:00:01, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.2906, loss: 1.2906, grad_norm: 7.4554 2020-07-27 16:30:35,315 - mmaction - INFO - Epoch [86][3340/3757] lr: 2.000e-04, eta: 9:59:47, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.0567 2020-07-27 16:30:48,767 - mmaction - INFO - Epoch [86][3360/3757] lr: 2.000e-04, eta: 9:59:34, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.7582 2020-07-27 16:31:01,840 - mmaction - INFO - Epoch [86][3380/3757] lr: 2.000e-04, eta: 9:59:20, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.3762 2020-07-27 16:31:14,973 - mmaction - INFO - Epoch [86][3400/3757] lr: 2.000e-04, eta: 9:59:06, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.3759 2020-07-27 16:31:27,821 - mmaction - INFO - Epoch [86][3420/3757] lr: 2.000e-04, eta: 9:58:53, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.8897 2020-07-27 16:31:40,926 - mmaction - INFO - Epoch [86][3440/3757] lr: 2.000e-04, eta: 9:58:39, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8609, loss_cls: 1.3248, loss: 1.3248, grad_norm: 7.4650 2020-07-27 16:31:54,582 - mmaction - INFO - Epoch [86][3460/3757] lr: 2.000e-04, eta: 9:58:25, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1373, loss: 1.1373, grad_norm: 7.0572 2020-07-27 16:32:08,006 - mmaction - INFO - Epoch [86][3480/3757] lr: 2.000e-04, eta: 9:58:12, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2207, loss: 1.2207, grad_norm: 7.2298 2020-07-27 16:32:21,278 - mmaction - INFO - Epoch [86][3500/3757] lr: 2.000e-04, eta: 9:57:58, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.2755, loss: 1.2755, grad_norm: 7.2918 2020-07-27 16:32:35,152 - mmaction - INFO - Epoch [86][3520/3757] lr: 2.000e-04, eta: 9:57:45, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.2117 2020-07-27 16:32:49,219 - mmaction - INFO - Epoch [86][3540/3757] lr: 2.000e-04, eta: 9:57:31, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2253, loss: 1.2253, grad_norm: 7.0958 2020-07-27 16:33:01,877 - mmaction - INFO - Epoch [86][3560/3757] lr: 2.000e-04, eta: 9:57:17, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.1878 2020-07-27 16:33:15,355 - mmaction - INFO - Epoch [86][3580/3757] lr: 2.000e-04, eta: 9:57:04, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2386, loss: 1.2386, grad_norm: 7.3975 2020-07-27 16:33:28,489 - mmaction - INFO - Epoch [86][3600/3757] lr: 2.000e-04, eta: 9:56:50, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2194, loss: 1.2194, grad_norm: 7.1878 2020-07-27 16:33:42,277 - mmaction - INFO - Epoch [86][3620/3757] lr: 2.000e-04, eta: 9:56:37, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1730, loss: 1.1730, grad_norm: 7.0267 2020-07-27 16:33:55,447 - mmaction - INFO - Epoch [86][3640/3757] lr: 2.000e-04, eta: 9:56:23, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2674, loss: 1.2674, grad_norm: 7.3335 2020-07-27 16:34:08,324 - mmaction - INFO - Epoch [86][3660/3757] lr: 2.000e-04, eta: 9:56:09, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8734, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.9979 2020-07-27 16:34:21,429 - mmaction - INFO - Epoch [86][3680/3757] lr: 2.000e-04, eta: 9:55:56, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1677, loss: 1.1677, grad_norm: 7.1993 2020-07-27 16:34:34,192 - mmaction - INFO - Epoch [86][3700/3757] lr: 2.000e-04, eta: 9:55:42, time: 0.636, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1808, loss: 1.1808, grad_norm: 7.0590 2020-07-27 16:34:47,847 - mmaction - INFO - Epoch [86][3720/3757] lr: 2.000e-04, eta: 9:55:28, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1436, loss: 1.1436, grad_norm: 7.1885 2020-07-27 16:35:00,999 - mmaction - INFO - Epoch [86][3740/3757] lr: 2.000e-04, eta: 9:55:15, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2417, loss: 1.2417, grad_norm: 7.2485 2020-07-27 16:35:12,028 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-07-27 16:35:39,184 - mmaction - INFO - Epoch [87][20/3757] lr: 2.000e-04, eta: 9:54:50, time: 1.280, data_time: 0.620, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.2447 2020-07-27 16:35:51,582 - mmaction - INFO - Epoch [87][40/3757] lr: 2.000e-04, eta: 9:54:36, time: 0.621, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.2753 2020-07-27 16:36:04,032 - mmaction - INFO - Epoch [87][60/3757] lr: 2.000e-04, eta: 9:54:22, time: 0.623, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1412, loss: 1.1412, grad_norm: 7.2784 2020-07-27 16:36:16,905 - mmaction - INFO - Epoch [87][80/3757] lr: 2.000e-04, eta: 9:54:08, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2870, loss: 1.2870, grad_norm: 7.4650 2020-07-27 16:36:30,015 - mmaction - INFO - Epoch [87][100/3757] lr: 2.000e-04, eta: 9:53:55, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1693, loss: 1.1693, grad_norm: 7.2967 2020-07-27 16:36:44,178 - mmaction - INFO - Epoch [87][120/3757] lr: 2.000e-04, eta: 9:53:41, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.3251 2020-07-27 16:36:56,847 - mmaction - INFO - Epoch [87][140/3757] lr: 2.000e-04, eta: 9:53:28, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.1590, loss: 1.1590, grad_norm: 7.0584 2020-07-27 16:37:10,359 - mmaction - INFO - Epoch [87][160/3757] lr: 2.000e-04, eta: 9:53:14, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.2167 2020-07-27 16:37:23,199 - mmaction - INFO - Epoch [87][180/3757] lr: 2.000e-04, eta: 9:53:00, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2804, loss: 1.2804, grad_norm: 7.3845 2020-07-27 16:37:36,142 - mmaction - INFO - Epoch [87][200/3757] lr: 2.000e-04, eta: 9:52:47, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.1962, loss: 1.1962, grad_norm: 7.0728 2020-07-27 16:37:49,286 - mmaction - INFO - Epoch [87][220/3757] lr: 2.000e-04, eta: 9:52:33, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2279, loss: 1.2279, grad_norm: 7.4947 2020-07-27 16:38:03,098 - mmaction - INFO - Epoch [87][240/3757] lr: 2.000e-04, eta: 9:52:19, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2358, loss: 1.2358, grad_norm: 7.2899 2020-07-27 16:38:16,505 - mmaction - INFO - Epoch [87][260/3757] lr: 2.000e-04, eta: 9:52:06, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.1701, loss: 1.1701, grad_norm: 7.1383 2020-07-27 16:38:30,543 - mmaction - INFO - Epoch [87][280/3757] lr: 2.000e-04, eta: 9:51:52, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.2841, loss: 1.2841, grad_norm: 7.3238 2020-07-27 16:38:43,819 - mmaction - INFO - Epoch [87][300/3757] lr: 2.000e-04, eta: 9:51:39, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.2483 2020-07-27 16:38:57,026 - mmaction - INFO - Epoch [87][320/3757] lr: 2.000e-04, eta: 9:51:25, time: 0.660, data_time: 0.002, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1623, loss: 1.1623, grad_norm: 7.1658 2020-07-27 16:39:10,070 - mmaction - INFO - Epoch [87][340/3757] lr: 2.000e-04, eta: 9:51:11, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.8506 2020-07-27 16:39:22,873 - mmaction - INFO - Epoch [87][360/3757] lr: 2.000e-04, eta: 9:50:58, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8820, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.9795 2020-07-27 16:39:36,540 - mmaction - INFO - Epoch [87][380/3757] lr: 2.000e-04, eta: 9:50:44, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8594, loss_cls: 1.2494, loss: 1.2494, grad_norm: 7.0878 2020-07-27 16:39:49,460 - mmaction - INFO - Epoch [87][400/3757] lr: 2.000e-04, eta: 9:50:30, time: 0.651, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1549, loss: 1.1549, grad_norm: 7.2001 2020-07-27 16:40:02,716 - mmaction - INFO - Epoch [87][420/3757] lr: 2.000e-04, eta: 9:50:17, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1534, loss: 1.1534, grad_norm: 7.2221 2020-07-27 16:40:17,367 - mmaction - INFO - Epoch [87][440/3757] lr: 2.000e-04, eta: 9:50:03, time: 0.733, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2584, loss: 1.2584, grad_norm: 7.1967 2020-07-27 16:40:31,688 - mmaction - INFO - Epoch [87][460/3757] lr: 2.000e-04, eta: 9:49:50, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1703, loss: 1.1703, grad_norm: 7.0662 2020-07-27 16:40:45,069 - mmaction - INFO - Epoch [87][480/3757] lr: 2.000e-04, eta: 9:49:36, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1853, loss: 1.1853, grad_norm: 7.0580 2020-07-27 16:40:59,129 - mmaction - INFO - Epoch [87][500/3757] lr: 2.000e-04, eta: 9:49:23, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1579, loss: 1.1579, grad_norm: 7.1305 2020-07-27 16:41:11,872 - mmaction - INFO - Epoch [87][520/3757] lr: 2.000e-04, eta: 9:49:09, time: 0.635, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.2296 2020-07-27 16:41:26,069 - mmaction - INFO - Epoch [87][540/3757] lr: 2.000e-04, eta: 9:48:56, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1561, loss: 1.1561, grad_norm: 7.1908 2020-07-27 16:41:40,061 - mmaction - INFO - Epoch [87][560/3757] lr: 2.000e-04, eta: 9:48:42, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.0869 2020-07-27 16:41:52,760 - mmaction - INFO - Epoch [87][580/3757] lr: 2.000e-04, eta: 9:48:28, time: 0.638, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2660, loss: 1.2660, grad_norm: 7.4337 2020-07-27 16:42:06,444 - mmaction - INFO - Epoch [87][600/3757] lr: 2.000e-04, eta: 9:48:15, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1829, loss: 1.1829, grad_norm: 7.0906 2020-07-27 16:42:20,838 - mmaction - INFO - Epoch [87][620/3757] lr: 2.000e-04, eta: 9:48:01, time: 0.721, data_time: 0.009, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2752, loss: 1.2752, grad_norm: 7.2610 2020-07-27 16:42:34,030 - mmaction - INFO - Epoch [87][640/3757] lr: 2.000e-04, eta: 9:47:48, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.1989, loss: 1.1989, grad_norm: 7.1614 2020-07-27 16:42:47,147 - mmaction - INFO - Epoch [87][660/3757] lr: 2.000e-04, eta: 9:47:34, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.1968 2020-07-27 16:43:00,384 - mmaction - INFO - Epoch [87][680/3757] lr: 2.000e-04, eta: 9:47:21, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1457, loss: 1.1457, grad_norm: 7.0359 2020-07-27 16:43:13,618 - mmaction - INFO - Epoch [87][700/3757] lr: 2.000e-04, eta: 9:47:07, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8602, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.2396 2020-07-27 16:43:27,700 - mmaction - INFO - Epoch [87][720/3757] lr: 2.000e-04, eta: 9:46:53, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2510, loss: 1.2510, grad_norm: 7.2799 2020-07-27 16:43:41,602 - mmaction - INFO - Epoch [87][740/3757] lr: 2.000e-04, eta: 9:46:40, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1639, loss: 1.1639, grad_norm: 7.0838 2020-07-27 16:43:55,285 - mmaction - INFO - Epoch [87][760/3757] lr: 2.000e-04, eta: 9:46:26, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.9674 2020-07-27 16:44:08,173 - mmaction - INFO - Epoch [87][780/3757] lr: 2.000e-04, eta: 9:46:13, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2167, loss: 1.2167, grad_norm: 7.0117 2020-07-27 16:44:21,332 - mmaction - INFO - Epoch [87][800/3757] lr: 2.000e-04, eta: 9:45:59, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.1725 2020-07-27 16:44:34,224 - mmaction - INFO - Epoch [87][820/3757] lr: 2.000e-04, eta: 9:45:45, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1927, loss: 1.1927, grad_norm: 7.1677 2020-07-27 16:44:47,858 - mmaction - INFO - Epoch [87][840/3757] lr: 2.000e-04, eta: 9:45:32, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2638, loss: 1.2638, grad_norm: 7.2568 2020-07-27 16:45:01,495 - mmaction - INFO - Epoch [87][860/3757] lr: 2.000e-04, eta: 9:45:18, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2542, loss: 1.2542, grad_norm: 7.1170 2020-07-27 16:45:15,251 - mmaction - INFO - Epoch [87][880/3757] lr: 2.000e-04, eta: 9:45:05, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2386, loss: 1.2386, grad_norm: 7.2404 2020-07-27 16:45:28,016 - mmaction - INFO - Epoch [87][900/3757] lr: 2.000e-04, eta: 9:44:51, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.7720 2020-07-27 16:45:41,544 - mmaction - INFO - Epoch [87][920/3757] lr: 2.000e-04, eta: 9:44:37, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.3434 2020-07-27 16:45:55,119 - mmaction - INFO - Epoch [87][940/3757] lr: 2.000e-04, eta: 9:44:24, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2425, loss: 1.2425, grad_norm: 7.1973 2020-07-27 16:46:08,254 - mmaction - INFO - Epoch [87][960/3757] lr: 2.000e-04, eta: 9:44:10, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.0422 2020-07-27 16:46:21,622 - mmaction - INFO - Epoch [87][980/3757] lr: 2.000e-04, eta: 9:43:56, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.2401 2020-07-27 16:46:34,605 - mmaction - INFO - Epoch [87][1000/3757] lr: 2.000e-04, eta: 9:43:43, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2082, loss: 1.2082, grad_norm: 7.2227 2020-07-27 16:46:47,699 - mmaction - INFO - Epoch [87][1020/3757] lr: 2.000e-04, eta: 9:43:29, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2300, loss: 1.2300, grad_norm: 7.2817 2020-07-27 16:47:01,706 - mmaction - INFO - Epoch [87][1040/3757] lr: 2.000e-04, eta: 9:43:16, time: 0.699, data_time: 0.004, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.2490 2020-07-27 16:47:14,640 - mmaction - INFO - Epoch [87][1060/3757] lr: 2.000e-04, eta: 9:43:02, time: 0.647, data_time: 0.009, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1578, loss: 1.1578, grad_norm: 7.0448 2020-07-27 16:47:27,738 - mmaction - INFO - Epoch [87][1080/3757] lr: 2.000e-04, eta: 9:42:48, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.1180 2020-07-27 16:47:41,313 - mmaction - INFO - Epoch [87][1100/3757] lr: 2.000e-04, eta: 9:42:35, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2547, loss: 1.2547, grad_norm: 7.2751 2020-07-27 16:47:54,207 - mmaction - INFO - Epoch [87][1120/3757] lr: 2.000e-04, eta: 9:42:21, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2403, loss: 1.2403, grad_norm: 7.2058 2020-07-27 16:48:07,460 - mmaction - INFO - Epoch [87][1140/3757] lr: 2.000e-04, eta: 9:42:07, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.1860, loss: 1.1860, grad_norm: 7.2233 2020-07-27 16:48:20,688 - mmaction - INFO - Epoch [87][1160/3757] lr: 2.000e-04, eta: 9:41:54, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.1261 2020-07-27 16:48:34,571 - mmaction - INFO - Epoch [87][1180/3757] lr: 2.000e-04, eta: 9:41:40, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.1194 2020-07-27 16:48:47,556 - mmaction - INFO - Epoch [87][1200/3757] lr: 2.000e-04, eta: 9:41:27, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.3364 2020-07-27 16:49:01,788 - mmaction - INFO - Epoch [87][1220/3757] lr: 2.000e-04, eta: 9:41:13, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1785, loss: 1.1785, grad_norm: 7.0898 2020-07-27 16:49:14,553 - mmaction - INFO - Epoch [87][1240/3757] lr: 2.000e-04, eta: 9:40:59, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2425, loss: 1.2425, grad_norm: 7.3649 2020-07-27 16:49:28,557 - mmaction - INFO - Epoch [87][1260/3757] lr: 2.000e-04, eta: 9:40:46, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2125, loss: 1.2125, grad_norm: 7.2728 2020-07-27 16:49:42,173 - mmaction - INFO - Epoch [87][1280/3757] lr: 2.000e-04, eta: 9:40:32, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.2051, loss: 1.2051, grad_norm: 7.2709 2020-07-27 16:49:55,676 - mmaction - INFO - Epoch [87][1300/3757] lr: 2.000e-04, eta: 9:40:19, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1853, loss: 1.1853, grad_norm: 7.1661 2020-07-27 16:50:09,195 - mmaction - INFO - Epoch [87][1320/3757] lr: 2.000e-04, eta: 9:40:05, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.1367 2020-07-27 16:50:21,996 - mmaction - INFO - Epoch [87][1340/3757] lr: 2.000e-04, eta: 9:39:51, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2347, loss: 1.2347, grad_norm: 7.0554 2020-07-27 16:50:36,071 - mmaction - INFO - Epoch [87][1360/3757] lr: 2.000e-04, eta: 9:39:38, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8578, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.1957 2020-07-27 16:50:48,879 - mmaction - INFO - Epoch [87][1380/3757] lr: 2.000e-04, eta: 9:39:24, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.2108 2020-07-27 16:51:02,548 - mmaction - INFO - Epoch [87][1400/3757] lr: 2.000e-04, eta: 9:39:11, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.2122 2020-07-27 16:51:15,893 - mmaction - INFO - Epoch [87][1420/3757] lr: 2.000e-04, eta: 9:38:57, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.2815 2020-07-27 16:51:28,846 - mmaction - INFO - Epoch [87][1440/3757] lr: 2.000e-04, eta: 9:38:43, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.0690 2020-07-27 16:51:41,993 - mmaction - INFO - Epoch [87][1460/3757] lr: 2.000e-04, eta: 9:38:30, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1799, loss: 1.1799, grad_norm: 7.0018 2020-07-27 16:51:54,871 - mmaction - INFO - Epoch [87][1480/3757] lr: 2.000e-04, eta: 9:38:16, time: 0.644, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2739, loss: 1.2739, grad_norm: 7.4061 2020-07-27 16:52:08,259 - mmaction - INFO - Epoch [87][1500/3757] lr: 2.000e-04, eta: 9:38:03, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2369, loss: 1.2369, grad_norm: 7.2583 2020-07-27 16:52:22,275 - mmaction - INFO - Epoch [87][1520/3757] lr: 2.000e-04, eta: 9:37:49, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8750, loss_cls: 1.1708, loss: 1.1708, grad_norm: 7.0434 2020-07-27 16:52:35,105 - mmaction - INFO - Epoch [87][1540/3757] lr: 2.000e-04, eta: 9:37:35, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.1019, loss: 1.1019, grad_norm: 7.1362 2020-07-27 16:52:48,333 - mmaction - INFO - Epoch [87][1560/3757] lr: 2.000e-04, eta: 9:37:22, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2582, loss: 1.2582, grad_norm: 7.3934 2020-07-27 16:53:02,624 - mmaction - INFO - Epoch [87][1580/3757] lr: 2.000e-04, eta: 9:37:08, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1445, loss: 1.1445, grad_norm: 7.1350 2020-07-27 16:53:17,026 - mmaction - INFO - Epoch [87][1600/3757] lr: 2.000e-04, eta: 9:36:55, time: 0.722, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1555, loss: 1.1555, grad_norm: 7.1470 2020-07-27 16:53:30,329 - mmaction - INFO - Epoch [87][1620/3757] lr: 2.000e-04, eta: 9:36:41, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2266, loss: 1.2266, grad_norm: 7.2063 2020-07-27 16:53:43,357 - mmaction - INFO - Epoch [87][1640/3757] lr: 2.000e-04, eta: 9:36:28, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1425, loss: 1.1425, grad_norm: 7.1129 2020-07-27 16:53:56,746 - mmaction - INFO - Epoch [87][1660/3757] lr: 2.000e-04, eta: 9:36:14, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1875, loss: 1.1875, grad_norm: 6.9360 2020-07-27 16:54:09,888 - mmaction - INFO - Epoch [87][1680/3757] lr: 2.000e-04, eta: 9:36:00, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.2007, loss: 1.2007, grad_norm: 7.2378 2020-07-27 16:54:22,790 - mmaction - INFO - Epoch [87][1700/3757] lr: 2.000e-04, eta: 9:35:47, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8914, loss_cls: 1.2066, loss: 1.2066, grad_norm: 7.2968 2020-07-27 16:54:37,154 - mmaction - INFO - Epoch [87][1720/3757] lr: 2.000e-04, eta: 9:35:33, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1377, loss: 1.1377, grad_norm: 7.1188 2020-07-27 16:54:50,108 - mmaction - INFO - Epoch [87][1740/3757] lr: 2.000e-04, eta: 9:35:19, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.2985 2020-07-27 16:55:04,850 - mmaction - INFO - Epoch [87][1760/3757] lr: 2.000e-04, eta: 9:35:06, time: 0.737, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1533, loss: 1.1533, grad_norm: 7.0777 2020-07-27 16:55:17,951 - mmaction - INFO - Epoch [87][1780/3757] lr: 2.000e-04, eta: 9:34:52, time: 0.655, data_time: 0.002, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2356, loss: 1.2356, grad_norm: 7.1956 2020-07-27 16:55:31,119 - mmaction - INFO - Epoch [87][1800/3757] lr: 2.000e-04, eta: 9:34:39, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.1192 2020-07-27 16:55:43,875 - mmaction - INFO - Epoch [87][1820/3757] lr: 2.000e-04, eta: 9:34:25, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.1519 2020-07-27 16:55:56,886 - mmaction - INFO - Epoch [87][1840/3757] lr: 2.000e-04, eta: 9:34:11, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1588, loss: 1.1588, grad_norm: 7.0743 2020-07-27 16:56:10,393 - mmaction - INFO - Epoch [87][1860/3757] lr: 2.000e-04, eta: 9:33:58, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.0384 2020-07-27 16:56:23,673 - mmaction - INFO - Epoch [87][1880/3757] lr: 2.000e-04, eta: 9:33:44, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2595, loss: 1.2595, grad_norm: 7.4387 2020-07-27 16:56:36,712 - mmaction - INFO - Epoch [87][1900/3757] lr: 2.000e-04, eta: 9:33:31, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2365, loss: 1.2365, grad_norm: 7.0173 2020-07-27 16:56:49,689 - mmaction - INFO - Epoch [87][1920/3757] lr: 2.000e-04, eta: 9:33:17, time: 0.650, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8688, loss_cls: 1.2531, loss: 1.2531, grad_norm: 7.0684 2020-07-27 16:57:03,065 - mmaction - INFO - Epoch [87][1940/3757] lr: 2.000e-04, eta: 9:33:03, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1546, loss: 1.1546, grad_norm: 6.9869 2020-07-27 16:57:16,169 - mmaction - INFO - Epoch [87][1960/3757] lr: 2.000e-04, eta: 9:32:50, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.2340 2020-07-27 16:57:29,209 - mmaction - INFO - Epoch [87][1980/3757] lr: 2.000e-04, eta: 9:32:36, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2141, loss: 1.2141, grad_norm: 7.2514 2020-07-27 16:57:42,690 - mmaction - INFO - Epoch [87][2000/3757] lr: 2.000e-04, eta: 9:32:22, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1780, loss: 1.1780, grad_norm: 7.2176 2020-07-27 16:57:55,974 - mmaction - INFO - Epoch [87][2020/3757] lr: 2.000e-04, eta: 9:32:09, time: 0.660, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.0402 2020-07-27 16:58:10,242 - mmaction - INFO - Epoch [87][2040/3757] lr: 2.000e-04, eta: 9:31:55, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1533, loss: 1.1533, grad_norm: 7.1357 2020-07-27 16:58:22,935 - mmaction - INFO - Epoch [87][2060/3757] lr: 2.000e-04, eta: 9:31:42, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8773, loss_cls: 1.2520, loss: 1.2520, grad_norm: 7.4757 2020-07-27 16:58:35,955 - mmaction - INFO - Epoch [87][2080/3757] lr: 2.000e-04, eta: 9:31:28, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2422, loss: 1.2422, grad_norm: 7.3007 2020-07-27 16:58:49,982 - mmaction - INFO - Epoch [87][2100/3757] lr: 2.000e-04, eta: 9:31:14, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1757, loss: 1.1757, grad_norm: 7.0879 2020-07-27 16:59:03,331 - mmaction - INFO - Epoch [87][2120/3757] lr: 2.000e-04, eta: 9:31:01, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.9184 2020-07-27 16:59:16,698 - mmaction - INFO - Epoch [87][2140/3757] lr: 2.000e-04, eta: 9:30:47, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2002, loss: 1.2002, grad_norm: 7.2541 2020-07-27 16:59:29,756 - mmaction - INFO - Epoch [87][2160/3757] lr: 2.000e-04, eta: 9:30:34, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.2010 2020-07-27 16:59:43,417 - mmaction - INFO - Epoch [87][2180/3757] lr: 2.000e-04, eta: 9:30:20, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.0408 2020-07-27 16:59:56,151 - mmaction - INFO - Epoch [87][2200/3757] lr: 2.000e-04, eta: 9:30:06, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1746, loss: 1.1746, grad_norm: 7.1111 2020-07-27 17:00:14,111 - mmaction - INFO - Epoch [87][2220/3757] lr: 2.000e-04, eta: 9:29:53, time: 0.888, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.1851 2020-07-27 17:00:26,825 - mmaction - INFO - Epoch [87][2240/3757] lr: 2.000e-04, eta: 9:29:40, time: 0.647, data_time: 0.029, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3115, loss: 1.3115, grad_norm: 7.3917 2020-07-27 17:00:40,695 - mmaction - INFO - Epoch [87][2260/3757] lr: 2.000e-04, eta: 9:29:26, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2904, loss: 1.2904, grad_norm: 7.1059 2020-07-27 17:00:53,676 - mmaction - INFO - Epoch [87][2280/3757] lr: 2.000e-04, eta: 9:29:12, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.1165 2020-07-27 17:01:07,175 - mmaction - INFO - Epoch [87][2300/3757] lr: 2.000e-04, eta: 9:28:59, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.1890 2020-07-27 17:01:20,712 - mmaction - INFO - Epoch [87][2320/3757] lr: 2.000e-04, eta: 9:28:45, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.2000 2020-07-27 17:01:33,860 - mmaction - INFO - Epoch [87][2340/3757] lr: 2.000e-04, eta: 9:28:32, time: 0.654, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1758, loss: 1.1758, grad_norm: 7.0966 2020-07-27 17:01:47,580 - mmaction - INFO - Epoch [87][2360/3757] lr: 2.000e-04, eta: 9:28:18, time: 0.688, data_time: 0.009, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2013, loss: 1.2013, grad_norm: 7.3206 2020-07-27 17:02:01,697 - mmaction - INFO - Epoch [87][2380/3757] lr: 2.000e-04, eta: 9:28:05, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1645, loss: 1.1645, grad_norm: 7.1490 2020-07-27 17:02:14,449 - mmaction - INFO - Epoch [87][2400/3757] lr: 2.000e-04, eta: 9:27:51, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.2655 2020-07-27 17:02:27,413 - mmaction - INFO - Epoch [87][2420/3757] lr: 2.000e-04, eta: 9:27:37, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.2105 2020-07-27 17:02:41,145 - mmaction - INFO - Epoch [87][2440/3757] lr: 2.000e-04, eta: 9:27:24, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2287, loss: 1.2287, grad_norm: 7.2750 2020-07-27 17:02:54,659 - mmaction - INFO - Epoch [87][2460/3757] lr: 2.000e-04, eta: 9:27:10, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2014, loss: 1.2014, grad_norm: 7.4521 2020-07-27 17:03:08,167 - mmaction - INFO - Epoch [87][2480/3757] lr: 2.000e-04, eta: 9:26:57, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2040, loss: 1.2040, grad_norm: 7.1822 2020-07-27 17:03:21,968 - mmaction - INFO - Epoch [87][2500/3757] lr: 2.000e-04, eta: 9:26:43, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.0775 2020-07-27 17:03:34,779 - mmaction - INFO - Epoch [87][2520/3757] lr: 2.000e-04, eta: 9:26:29, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.1608 2020-07-27 17:03:48,213 - mmaction - INFO - Epoch [87][2540/3757] lr: 2.000e-04, eta: 9:26:16, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.2648, loss: 1.2648, grad_norm: 7.2262 2020-07-27 17:04:01,614 - mmaction - INFO - Epoch [87][2560/3757] lr: 2.000e-04, eta: 9:26:02, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1422, loss: 1.1422, grad_norm: 7.2386 2020-07-27 17:04:15,068 - mmaction - INFO - Epoch [87][2580/3757] lr: 2.000e-04, eta: 9:25:49, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2355, loss: 1.2355, grad_norm: 7.4044 2020-07-27 17:04:28,381 - mmaction - INFO - Epoch [87][2600/3757] lr: 2.000e-04, eta: 9:25:35, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2258, loss: 1.2258, grad_norm: 7.4358 2020-07-27 17:04:41,382 - mmaction - INFO - Epoch [87][2620/3757] lr: 2.000e-04, eta: 9:25:21, time: 0.650, data_time: 0.002, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1734, loss: 1.1734, grad_norm: 7.2617 2020-07-27 17:04:54,155 - mmaction - INFO - Epoch [87][2640/3757] lr: 2.000e-04, eta: 9:25:08, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1807, loss: 1.1807, grad_norm: 7.2716 2020-07-27 17:05:07,950 - mmaction - INFO - Epoch [87][2660/3757] lr: 2.000e-04, eta: 9:24:54, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1512, loss: 1.1512, grad_norm: 7.0973 2020-07-27 17:05:21,697 - mmaction - INFO - Epoch [87][2680/3757] lr: 2.000e-04, eta: 9:24:40, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.0343 2020-07-27 17:05:35,693 - mmaction - INFO - Epoch [87][2700/3757] lr: 2.000e-04, eta: 9:24:27, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2060, loss: 1.2060, grad_norm: 7.3143 2020-07-27 17:05:48,564 - mmaction - INFO - Epoch [87][2720/3757] lr: 2.000e-04, eta: 9:24:13, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.1979 2020-07-27 17:06:01,728 - mmaction - INFO - Epoch [87][2740/3757] lr: 2.000e-04, eta: 9:24:00, time: 0.658, data_time: 0.002, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1633, loss: 1.1633, grad_norm: 7.1885 2020-07-27 17:06:15,056 - mmaction - INFO - Epoch [87][2760/3757] lr: 2.000e-04, eta: 9:23:46, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8656, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.9343 2020-07-27 17:06:28,640 - mmaction - INFO - Epoch [87][2780/3757] lr: 2.000e-04, eta: 9:23:32, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.2147 2020-07-27 17:06:42,732 - mmaction - INFO - Epoch [87][2800/3757] lr: 2.000e-04, eta: 9:23:19, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1472, loss: 1.1472, grad_norm: 7.1348 2020-07-27 17:06:55,408 - mmaction - INFO - Epoch [87][2820/3757] lr: 2.000e-04, eta: 9:23:05, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.1655 2020-07-27 17:07:08,527 - mmaction - INFO - Epoch [87][2840/3757] lr: 2.000e-04, eta: 9:22:52, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3463, loss: 1.3463, grad_norm: 7.4442 2020-07-27 17:07:22,077 - mmaction - INFO - Epoch [87][2860/3757] lr: 2.000e-04, eta: 9:22:38, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1740, loss: 1.1740, grad_norm: 7.0992 2020-07-27 17:07:35,780 - mmaction - INFO - Epoch [87][2880/3757] lr: 2.000e-04, eta: 9:22:24, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2405, loss: 1.2405, grad_norm: 7.2450 2020-07-27 17:07:48,847 - mmaction - INFO - Epoch [87][2900/3757] lr: 2.000e-04, eta: 9:22:11, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8602, loss_cls: 1.2386, loss: 1.2386, grad_norm: 7.2325 2020-07-27 17:08:01,635 - mmaction - INFO - Epoch [87][2920/3757] lr: 2.000e-04, eta: 9:21:57, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.0630 2020-07-27 17:08:14,788 - mmaction - INFO - Epoch [87][2940/3757] lr: 2.000e-04, eta: 9:21:43, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1814, loss: 1.1814, grad_norm: 7.0921 2020-07-27 17:08:28,969 - mmaction - INFO - Epoch [87][2960/3757] lr: 2.000e-04, eta: 9:21:30, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1816, loss: 1.1816, grad_norm: 7.0842 2020-07-27 17:08:42,250 - mmaction - INFO - Epoch [87][2980/3757] lr: 2.000e-04, eta: 9:21:16, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.2951, loss: 1.2951, grad_norm: 7.3919 2020-07-27 17:08:56,017 - mmaction - INFO - Epoch [87][3000/3757] lr: 2.000e-04, eta: 9:21:03, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.2776 2020-07-27 17:09:08,834 - mmaction - INFO - Epoch [87][3020/3757] lr: 2.000e-04, eta: 9:20:49, time: 0.643, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.8759 2020-07-27 17:09:23,756 - mmaction - INFO - Epoch [87][3040/3757] lr: 2.000e-04, eta: 9:20:36, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2346, loss: 1.2346, grad_norm: 7.1119 2020-07-27 17:09:36,372 - mmaction - INFO - Epoch [87][3060/3757] lr: 2.000e-04, eta: 9:20:22, time: 0.634, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2064, loss: 1.2064, grad_norm: 7.1292 2020-07-27 17:09:50,468 - mmaction - INFO - Epoch [87][3080/3757] lr: 2.000e-04, eta: 9:20:09, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2521, loss: 1.2521, grad_norm: 7.3626 2020-07-27 17:10:04,207 - mmaction - INFO - Epoch [87][3100/3757] lr: 2.000e-04, eta: 9:19:55, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1740, loss: 1.1740, grad_norm: 7.1024 2020-07-27 17:10:17,138 - mmaction - INFO - Epoch [87][3120/3757] lr: 2.000e-04, eta: 9:19:41, time: 0.646, data_time: 0.002, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1544, loss: 1.1544, grad_norm: 7.0948 2020-07-27 17:10:30,808 - mmaction - INFO - Epoch [87][3140/3757] lr: 2.000e-04, eta: 9:19:28, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1139, loss: 1.1139, grad_norm: 6.7546 2020-07-27 17:10:44,135 - mmaction - INFO - Epoch [87][3160/3757] lr: 2.000e-04, eta: 9:19:14, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2374, loss: 1.2374, grad_norm: 7.3123 2020-07-27 17:10:57,876 - mmaction - INFO - Epoch [87][3180/3757] lr: 2.000e-04, eta: 9:19:01, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.4093 2020-07-27 17:11:11,259 - mmaction - INFO - Epoch [87][3200/3757] lr: 2.000e-04, eta: 9:18:47, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.1958, loss: 1.1958, grad_norm: 7.2624 2020-07-27 17:11:25,115 - mmaction - INFO - Epoch [87][3220/3757] lr: 2.000e-04, eta: 9:18:33, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.2051 2020-07-27 17:11:38,413 - mmaction - INFO - Epoch [87][3240/3757] lr: 2.000e-04, eta: 9:18:20, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8633, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.9247 2020-07-27 17:11:51,328 - mmaction - INFO - Epoch [87][3260/3757] lr: 2.000e-04, eta: 9:18:06, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.1711, loss: 1.1711, grad_norm: 7.1390 2020-07-27 17:12:04,804 - mmaction - INFO - Epoch [87][3280/3757] lr: 2.000e-04, eta: 9:17:53, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.1887, loss: 1.1887, grad_norm: 7.2187 2020-07-27 17:12:17,658 - mmaction - INFO - Epoch [87][3300/3757] lr: 2.000e-04, eta: 9:17:39, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2120, loss: 1.2120, grad_norm: 7.2223 2020-07-27 17:12:30,953 - mmaction - INFO - Epoch [87][3320/3757] lr: 2.000e-04, eta: 9:17:25, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2147, loss: 1.2147, grad_norm: 7.4548 2020-07-27 17:12:43,864 - mmaction - INFO - Epoch [87][3340/3757] lr: 2.000e-04, eta: 9:17:12, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.2928, loss: 1.2928, grad_norm: 7.4215 2020-07-27 17:12:56,765 - mmaction - INFO - Epoch [87][3360/3757] lr: 2.000e-04, eta: 9:16:58, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1498, loss: 1.1498, grad_norm: 7.1809 2020-07-27 17:13:10,358 - mmaction - INFO - Epoch [87][3380/3757] lr: 2.000e-04, eta: 9:16:44, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2156, loss: 1.2156, grad_norm: 7.0157 2020-07-27 17:13:23,573 - mmaction - INFO - Epoch [87][3400/3757] lr: 2.000e-04, eta: 9:16:31, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1244, loss: 1.1244, grad_norm: 7.0271 2020-07-27 17:13:36,510 - mmaction - INFO - Epoch [87][3420/3757] lr: 2.000e-04, eta: 9:16:17, time: 0.647, data_time: 0.003, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2120, loss: 1.2120, grad_norm: 7.2946 2020-07-27 17:13:50,172 - mmaction - INFO - Epoch [87][3440/3757] lr: 2.000e-04, eta: 9:16:04, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.9112 2020-07-27 17:14:03,159 - mmaction - INFO - Epoch [87][3460/3757] lr: 2.000e-04, eta: 9:15:50, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2113, loss: 1.2113, grad_norm: 7.2300 2020-07-27 17:14:16,959 - mmaction - INFO - Epoch [87][3480/3757] lr: 2.000e-04, eta: 9:15:36, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2479, loss: 1.2479, grad_norm: 7.5716 2020-07-27 17:14:29,771 - mmaction - INFO - Epoch [87][3500/3757] lr: 2.000e-04, eta: 9:15:23, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2653, loss: 1.2653, grad_norm: 7.3776 2020-07-27 17:14:44,042 - mmaction - INFO - Epoch [87][3520/3757] lr: 2.000e-04, eta: 9:15:09, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8602, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.0518 2020-07-27 17:14:57,451 - mmaction - INFO - Epoch [87][3540/3757] lr: 2.000e-04, eta: 9:14:56, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.2972, loss: 1.2972, grad_norm: 7.5007 2020-07-27 17:15:11,290 - mmaction - INFO - Epoch [87][3560/3757] lr: 2.000e-04, eta: 9:14:42, time: 0.692, data_time: 0.002, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3090, loss: 1.3090, grad_norm: 7.2509 2020-07-27 17:15:24,579 - mmaction - INFO - Epoch [87][3580/3757] lr: 2.000e-04, eta: 9:14:28, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.3204 2020-07-27 17:15:37,385 - mmaction - INFO - Epoch [87][3600/3757] lr: 2.000e-04, eta: 9:14:15, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2491, loss: 1.2491, grad_norm: 7.4296 2020-07-27 17:15:50,827 - mmaction - INFO - Epoch [87][3620/3757] lr: 2.000e-04, eta: 9:14:01, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.0018 2020-07-27 17:16:03,956 - mmaction - INFO - Epoch [87][3640/3757] lr: 2.000e-04, eta: 9:13:47, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1287, loss: 1.1287, grad_norm: 7.0488 2020-07-27 17:16:16,905 - mmaction - INFO - Epoch [87][3660/3757] lr: 2.000e-04, eta: 9:13:34, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8883, loss_cls: 1.1945, loss: 1.1945, grad_norm: 7.3762 2020-07-27 17:16:31,226 - mmaction - INFO - Epoch [87][3680/3757] lr: 2.000e-04, eta: 9:13:20, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.9909 2020-07-27 17:16:44,117 - mmaction - INFO - Epoch [87][3700/3757] lr: 2.000e-04, eta: 9:13:07, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2211, loss: 1.2211, grad_norm: 7.2883 2020-07-27 17:16:58,325 - mmaction - INFO - Epoch [87][3720/3757] lr: 2.000e-04, eta: 9:12:53, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2504, loss: 1.2504, grad_norm: 7.3417 2020-07-27 17:17:11,795 - mmaction - INFO - Epoch [87][3740/3757] lr: 2.000e-04, eta: 9:12:40, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3192, loss: 1.3192, grad_norm: 7.5592 2020-07-27 17:17:23,082 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-07-27 17:17:52,751 - mmaction - INFO - Epoch [88][20/3757] lr: 2.000e-04, eta: 9:12:15, time: 1.432, data_time: 0.795, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.4161 2020-07-27 17:18:05,116 - mmaction - INFO - Epoch [88][40/3757] lr: 2.000e-04, eta: 9:12:01, time: 0.619, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1576, loss: 1.1576, grad_norm: 7.0315 2020-07-27 17:18:18,169 - mmaction - INFO - Epoch [88][60/3757] lr: 2.000e-04, eta: 9:11:48, time: 0.653, data_time: 0.012, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.1995, loss: 1.1995, grad_norm: 7.0773 2020-07-27 17:18:31,125 - mmaction - INFO - Epoch [88][80/3757] lr: 2.000e-04, eta: 9:11:34, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2316, loss: 1.2316, grad_norm: 7.3484 2020-07-27 17:18:44,698 - mmaction - INFO - Epoch [88][100/3757] lr: 2.000e-04, eta: 9:11:20, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1571, loss: 1.1571, grad_norm: 7.1479 2020-07-27 17:18:58,110 - mmaction - INFO - Epoch [88][120/3757] lr: 2.000e-04, eta: 9:11:07, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1172, loss: 1.1172, grad_norm: 7.0089 2020-07-27 17:19:11,302 - mmaction - INFO - Epoch [88][140/3757] lr: 2.000e-04, eta: 9:10:53, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.5014 2020-07-27 17:19:25,458 - mmaction - INFO - Epoch [88][160/3757] lr: 2.000e-04, eta: 9:10:40, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.9433 2020-07-27 17:19:38,033 - mmaction - INFO - Epoch [88][180/3757] lr: 2.000e-04, eta: 9:10:26, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1704, loss: 1.1704, grad_norm: 7.0005 2020-07-27 17:19:51,039 - mmaction - INFO - Epoch [88][200/3757] lr: 2.000e-04, eta: 9:10:12, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1375, loss: 1.1375, grad_norm: 7.1710 2020-07-27 17:20:04,350 - mmaction - INFO - Epoch [88][220/3757] lr: 2.000e-04, eta: 9:09:59, time: 0.668, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2033, loss: 1.2033, grad_norm: 7.1747 2020-07-27 17:20:17,835 - mmaction - INFO - Epoch [88][240/3757] lr: 2.000e-04, eta: 9:09:45, time: 0.674, data_time: 0.002, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.1762 2020-07-27 17:20:30,621 - mmaction - INFO - Epoch [88][260/3757] lr: 2.000e-04, eta: 9:09:31, time: 0.635, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2139, loss: 1.2139, grad_norm: 7.0905 2020-07-27 17:20:44,218 - mmaction - INFO - Epoch [88][280/3757] lr: 2.000e-04, eta: 9:09:18, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2393, loss: 1.2393, grad_norm: 7.2741 2020-07-27 17:20:58,112 - mmaction - INFO - Epoch [88][300/3757] lr: 2.000e-04, eta: 9:09:04, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2376, loss: 1.2376, grad_norm: 7.2784 2020-07-27 17:21:12,167 - mmaction - INFO - Epoch [88][320/3757] lr: 2.000e-04, eta: 9:08:51, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.3044 2020-07-27 17:21:25,748 - mmaction - INFO - Epoch [88][340/3757] lr: 2.000e-04, eta: 9:08:37, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1896, loss: 1.1896, grad_norm: 7.1767 2020-07-27 17:21:39,265 - mmaction - INFO - Epoch [88][360/3757] lr: 2.000e-04, eta: 9:08:24, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1974, loss: 1.1974, grad_norm: 7.1961 2020-07-27 17:21:53,602 - mmaction - INFO - Epoch [88][380/3757] lr: 2.000e-04, eta: 9:08:10, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2226, loss: 1.2226, grad_norm: 7.3289 2020-07-27 17:22:06,052 - mmaction - INFO - Epoch [88][400/3757] lr: 2.000e-04, eta: 9:07:56, time: 0.622, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.1226 2020-07-27 17:22:19,717 - mmaction - INFO - Epoch [88][420/3757] lr: 2.000e-04, eta: 9:07:43, time: 0.684, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2125, loss: 1.2125, grad_norm: 7.1159 2020-07-27 17:22:32,478 - mmaction - INFO - Epoch [88][440/3757] lr: 2.000e-04, eta: 9:07:29, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1960, loss: 1.1960, grad_norm: 7.1493 2020-07-27 17:22:46,451 - mmaction - INFO - Epoch [88][460/3757] lr: 2.000e-04, eta: 9:07:16, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2504, loss: 1.2504, grad_norm: 7.2812 2020-07-27 17:23:00,298 - mmaction - INFO - Epoch [88][480/3757] lr: 2.000e-04, eta: 9:07:02, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.3606 2020-07-27 17:23:13,905 - mmaction - INFO - Epoch [88][500/3757] lr: 2.000e-04, eta: 9:06:49, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.0381 2020-07-27 17:23:27,350 - mmaction - INFO - Epoch [88][520/3757] lr: 2.000e-04, eta: 9:06:35, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8914, loss_cls: 1.1853, loss: 1.1853, grad_norm: 7.5083 2020-07-27 17:23:40,145 - mmaction - INFO - Epoch [88][540/3757] lr: 2.000e-04, eta: 9:06:21, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2196, loss: 1.2196, grad_norm: 7.4387 2020-07-27 17:23:53,512 - mmaction - INFO - Epoch [88][560/3757] lr: 2.000e-04, eta: 9:06:08, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2596, loss: 1.2596, grad_norm: 7.3133 2020-07-27 17:24:06,334 - mmaction - INFO - Epoch [88][580/3757] lr: 2.000e-04, eta: 9:05:54, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2251, loss: 1.2251, grad_norm: 7.1491 2020-07-27 17:24:19,406 - mmaction - INFO - Epoch [88][600/3757] lr: 2.000e-04, eta: 9:05:40, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8562, loss_cls: 1.2423, loss: 1.2423, grad_norm: 7.0405 2020-07-27 17:24:32,408 - mmaction - INFO - Epoch [88][620/3757] lr: 2.000e-04, eta: 9:05:27, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1653, loss: 1.1653, grad_norm: 6.9072 2020-07-27 17:24:46,060 - mmaction - INFO - Epoch [88][640/3757] lr: 2.000e-04, eta: 9:05:13, time: 0.682, data_time: 0.002, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2828, loss: 1.2828, grad_norm: 7.3706 2020-07-27 17:25:00,986 - mmaction - INFO - Epoch [88][660/3757] lr: 2.000e-04, eta: 9:05:00, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1383, loss: 1.1383, grad_norm: 7.0032 2020-07-27 17:25:14,345 - mmaction - INFO - Epoch [88][680/3757] lr: 2.000e-04, eta: 9:04:46, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1579, loss: 1.1579, grad_norm: 7.1152 2020-07-27 17:25:27,359 - mmaction - INFO - Epoch [88][700/3757] lr: 2.000e-04, eta: 9:04:32, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2454, loss: 1.2454, grad_norm: 7.3713 2020-07-27 17:25:40,737 - mmaction - INFO - Epoch [88][720/3757] lr: 2.000e-04, eta: 9:04:19, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135, grad_norm: 7.1326 2020-07-27 17:25:53,695 - mmaction - INFO - Epoch [88][740/3757] lr: 2.000e-04, eta: 9:04:05, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8969, loss_cls: 1.1084, loss: 1.1084, grad_norm: 7.3606 2020-07-27 17:26:06,558 - mmaction - INFO - Epoch [88][760/3757] lr: 2.000e-04, eta: 9:03:52, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.4936 2020-07-27 17:26:19,919 - mmaction - INFO - Epoch [88][780/3757] lr: 2.000e-04, eta: 9:03:38, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2520, loss: 1.2520, grad_norm: 7.3729 2020-07-27 17:26:33,597 - mmaction - INFO - Epoch [88][800/3757] lr: 2.000e-04, eta: 9:03:24, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1687, loss: 1.1687, grad_norm: 7.1637 2020-07-27 17:26:46,729 - mmaction - INFO - Epoch [88][820/3757] lr: 2.000e-04, eta: 9:03:11, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.9599 2020-07-27 17:27:00,414 - mmaction - INFO - Epoch [88][840/3757] lr: 2.000e-04, eta: 9:02:57, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1475, loss: 1.1475, grad_norm: 7.1768 2020-07-27 17:27:13,547 - mmaction - INFO - Epoch [88][860/3757] lr: 2.000e-04, eta: 9:02:44, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2148, loss: 1.2148, grad_norm: 7.2123 2020-07-27 17:27:26,376 - mmaction - INFO - Epoch [88][880/3757] lr: 2.000e-04, eta: 9:02:30, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.2258, loss: 1.2258, grad_norm: 7.4496 2020-07-27 17:27:40,114 - mmaction - INFO - Epoch [88][900/3757] lr: 2.000e-04, eta: 9:02:16, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2649, loss: 1.2649, grad_norm: 7.3984 2020-07-27 17:27:54,192 - mmaction - INFO - Epoch [88][920/3757] lr: 2.000e-04, eta: 9:02:03, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8602, loss_cls: 1.2385, loss: 1.2385, grad_norm: 7.2959 2020-07-27 17:28:07,366 - mmaction - INFO - Epoch [88][940/3757] lr: 2.000e-04, eta: 9:01:49, time: 0.657, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.1139 2020-07-27 17:28:21,161 - mmaction - INFO - Epoch [88][960/3757] lr: 2.000e-04, eta: 9:01:36, time: 0.690, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.9008, loss_cls: 1.1064, loss: 1.1064, grad_norm: 7.1089 2020-07-27 17:28:34,848 - mmaction - INFO - Epoch [88][980/3757] lr: 2.000e-04, eta: 9:01:22, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8789, loss_cls: 1.1307, loss: 1.1307, grad_norm: 7.0449 2020-07-27 17:28:48,553 - mmaction - INFO - Epoch [88][1000/3757] lr: 2.000e-04, eta: 9:01:09, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2884, loss: 1.2884, grad_norm: 7.4853 2020-07-27 17:29:01,279 - mmaction - INFO - Epoch [88][1020/3757] lr: 2.000e-04, eta: 9:00:55, time: 0.634, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2107, loss: 1.2107, grad_norm: 7.1756 2020-07-27 17:29:14,413 - mmaction - INFO - Epoch [88][1040/3757] lr: 2.000e-04, eta: 9:00:41, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1665, loss: 1.1665, grad_norm: 7.1948 2020-07-27 17:29:27,730 - mmaction - INFO - Epoch [88][1060/3757] lr: 2.000e-04, eta: 9:00:28, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2287, loss: 1.2287, grad_norm: 7.2924 2020-07-27 17:29:40,567 - mmaction - INFO - Epoch [88][1080/3757] lr: 2.000e-04, eta: 9:00:14, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2718, loss: 1.2718, grad_norm: 7.4336 2020-07-27 17:29:53,741 - mmaction - INFO - Epoch [88][1100/3757] lr: 2.000e-04, eta: 9:00:00, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.2062 2020-07-27 17:30:07,137 - mmaction - INFO - Epoch [88][1120/3757] lr: 2.000e-04, eta: 8:59:47, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.2166, loss: 1.2166, grad_norm: 7.1979 2020-07-27 17:30:20,021 - mmaction - INFO - Epoch [88][1140/3757] lr: 2.000e-04, eta: 8:59:33, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2888, loss: 1.2888, grad_norm: 7.3131 2020-07-27 17:30:33,018 - mmaction - INFO - Epoch [88][1160/3757] lr: 2.000e-04, eta: 8:59:19, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1568, loss: 1.1568, grad_norm: 7.1788 2020-07-27 17:30:46,491 - mmaction - INFO - Epoch [88][1180/3757] lr: 2.000e-04, eta: 8:59:06, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2598, loss: 1.2598, grad_norm: 7.4028 2020-07-27 17:31:00,533 - mmaction - INFO - Epoch [88][1200/3757] lr: 2.000e-04, eta: 8:58:52, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1536, loss: 1.1536, grad_norm: 7.1801 2020-07-27 17:31:13,878 - mmaction - INFO - Epoch [88][1220/3757] lr: 2.000e-04, eta: 8:58:39, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1455, loss: 1.1455, grad_norm: 7.1328 2020-07-27 17:31:26,680 - mmaction - INFO - Epoch [88][1240/3757] lr: 2.000e-04, eta: 8:58:25, time: 0.640, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.1577 2020-07-27 17:31:40,885 - mmaction - INFO - Epoch [88][1260/3757] lr: 2.000e-04, eta: 8:58:11, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.9711 2020-07-27 17:31:53,636 - mmaction - INFO - Epoch [88][1280/3757] lr: 2.000e-04, eta: 8:57:58, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1842, loss: 1.1842, grad_norm: 7.2559 2020-07-27 17:32:07,692 - mmaction - INFO - Epoch [88][1300/3757] lr: 2.000e-04, eta: 8:57:44, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2591, loss: 1.2591, grad_norm: 7.3496 2020-07-27 17:32:21,030 - mmaction - INFO - Epoch [88][1320/3757] lr: 2.000e-04, eta: 8:57:31, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.9144 2020-07-27 17:32:34,113 - mmaction - INFO - Epoch [88][1340/3757] lr: 2.000e-04, eta: 8:57:17, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.1957, loss: 1.1957, grad_norm: 7.1997 2020-07-27 17:32:47,197 - mmaction - INFO - Epoch [88][1360/3757] lr: 2.000e-04, eta: 8:57:03, time: 0.659, data_time: 0.009, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.1602, loss: 1.1602, grad_norm: 7.4215 2020-07-27 17:33:00,681 - mmaction - INFO - Epoch [88][1380/3757] lr: 2.000e-04, eta: 8:56:50, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.4110 2020-07-27 17:33:14,989 - mmaction - INFO - Epoch [88][1400/3757] lr: 2.000e-04, eta: 8:56:36, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2254, loss: 1.2254, grad_norm: 7.1828 2020-07-27 17:33:28,362 - mmaction - INFO - Epoch [88][1420/3757] lr: 2.000e-04, eta: 8:56:23, time: 0.668, data_time: 0.001, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2039, loss: 1.2039, grad_norm: 7.1835 2020-07-27 17:33:42,590 - mmaction - INFO - Epoch [88][1440/3757] lr: 2.000e-04, eta: 8:56:09, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2280, loss: 1.2280, grad_norm: 7.3560 2020-07-27 17:33:57,042 - mmaction - INFO - Epoch [88][1460/3757] lr: 2.000e-04, eta: 8:55:56, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1486, loss: 1.1486, grad_norm: 7.1373 2020-07-27 17:34:09,577 - mmaction - INFO - Epoch [88][1480/3757] lr: 2.000e-04, eta: 8:55:42, time: 0.629, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.2534 2020-07-27 17:34:23,507 - mmaction - INFO - Epoch [88][1500/3757] lr: 2.000e-04, eta: 8:55:29, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8570, loss_cls: 1.2648, loss: 1.2648, grad_norm: 7.1244 2020-07-27 17:34:37,541 - mmaction - INFO - Epoch [88][1520/3757] lr: 2.000e-04, eta: 8:55:15, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8820, loss_cls: 1.2292, loss: 1.2292, grad_norm: 7.4239 2020-07-27 17:34:50,387 - mmaction - INFO - Epoch [88][1540/3757] lr: 2.000e-04, eta: 8:55:01, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1679, loss: 1.1679, grad_norm: 7.0210 2020-07-27 17:35:04,054 - mmaction - INFO - Epoch [88][1560/3757] lr: 2.000e-04, eta: 8:54:48, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2782, loss: 1.2782, grad_norm: 7.4261 2020-07-27 17:35:17,747 - mmaction - INFO - Epoch [88][1580/3757] lr: 2.000e-04, eta: 8:54:34, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1863, loss: 1.1863, grad_norm: 7.1962 2020-07-27 17:35:30,410 - mmaction - INFO - Epoch [88][1600/3757] lr: 2.000e-04, eta: 8:54:21, time: 0.632, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1809, loss: 1.1809, grad_norm: 7.2845 2020-07-27 17:35:43,929 - mmaction - INFO - Epoch [88][1620/3757] lr: 2.000e-04, eta: 8:54:07, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.0709 2020-07-27 17:35:57,583 - mmaction - INFO - Epoch [88][1640/3757] lr: 2.000e-04, eta: 8:53:53, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2439, loss: 1.2439, grad_norm: 7.2680 2020-07-27 17:36:11,824 - mmaction - INFO - Epoch [88][1660/3757] lr: 2.000e-04, eta: 8:53:40, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1350, loss: 1.1350, grad_norm: 7.0662 2020-07-27 17:36:25,438 - mmaction - INFO - Epoch [88][1680/3757] lr: 2.000e-04, eta: 8:53:26, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.1679 2020-07-27 17:36:38,707 - mmaction - INFO - Epoch [88][1700/3757] lr: 2.000e-04, eta: 8:53:13, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.9879 2020-07-27 17:36:52,265 - mmaction - INFO - Epoch [88][1720/3757] lr: 2.000e-04, eta: 8:52:59, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2495, loss: 1.2495, grad_norm: 7.2886 2020-07-27 17:37:05,633 - mmaction - INFO - Epoch [88][1740/3757] lr: 2.000e-04, eta: 8:52:46, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.9431 2020-07-27 17:37:18,837 - mmaction - INFO - Epoch [88][1760/3757] lr: 2.000e-04, eta: 8:52:32, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2659, loss: 1.2659, grad_norm: 7.1613 2020-07-27 17:37:31,553 - mmaction - INFO - Epoch [88][1780/3757] lr: 2.000e-04, eta: 8:52:18, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.1997, loss: 1.1997, grad_norm: 7.1008 2020-07-27 17:37:45,038 - mmaction - INFO - Epoch [88][1800/3757] lr: 2.000e-04, eta: 8:52:05, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.2927, loss: 1.2927, grad_norm: 7.3947 2020-07-27 17:37:59,067 - mmaction - INFO - Epoch [88][1820/3757] lr: 2.000e-04, eta: 8:51:51, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.2454 2020-07-27 17:38:11,799 - mmaction - INFO - Epoch [88][1840/3757] lr: 2.000e-04, eta: 8:51:37, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2269, loss: 1.2269, grad_norm: 7.2767 2020-07-27 17:38:25,075 - mmaction - INFO - Epoch [88][1860/3757] lr: 2.000e-04, eta: 8:51:24, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.0482 2020-07-27 17:38:38,071 - mmaction - INFO - Epoch [88][1880/3757] lr: 2.000e-04, eta: 8:51:10, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.8641 2020-07-27 17:38:50,926 - mmaction - INFO - Epoch [88][1900/3757] lr: 2.000e-04, eta: 8:50:56, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1733, loss: 1.1733, grad_norm: 7.1157 2020-07-27 17:39:04,926 - mmaction - INFO - Epoch [88][1920/3757] lr: 2.000e-04, eta: 8:50:43, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8625, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.9078 2020-07-27 17:39:17,483 - mmaction - INFO - Epoch [88][1940/3757] lr: 2.000e-04, eta: 8:50:29, time: 0.629, data_time: 0.005, memory: 7079, top1_acc: 0.6813, top5_acc: 0.8805, loss_cls: 1.2099, loss: 1.2099, grad_norm: 7.2383 2020-07-27 17:39:30,727 - mmaction - INFO - Epoch [88][1960/3757] lr: 2.000e-04, eta: 8:50:16, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1607, loss: 1.1607, grad_norm: 7.2877 2020-07-27 17:39:44,093 - mmaction - INFO - Epoch [88][1980/3757] lr: 2.000e-04, eta: 8:50:02, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.0457 2020-07-27 17:39:56,861 - mmaction - INFO - Epoch [88][2000/3757] lr: 2.000e-04, eta: 8:49:48, time: 0.635, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8688, loss_cls: 1.2204, loss: 1.2204, grad_norm: 7.0386 2020-07-27 17:40:11,733 - mmaction - INFO - Epoch [88][2020/3757] lr: 2.000e-04, eta: 8:49:35, time: 0.747, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8648, loss_cls: 1.2539, loss: 1.2539, grad_norm: 7.3237 2020-07-27 17:40:25,017 - mmaction - INFO - Epoch [88][2040/3757] lr: 2.000e-04, eta: 8:49:21, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2018, loss: 1.2018, grad_norm: 7.2508 2020-07-27 17:40:37,895 - mmaction - INFO - Epoch [88][2060/3757] lr: 2.000e-04, eta: 8:49:08, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.9529 2020-07-27 17:40:51,001 - mmaction - INFO - Epoch [88][2080/3757] lr: 2.000e-04, eta: 8:48:54, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.1235 2020-07-27 17:41:03,902 - mmaction - INFO - Epoch [88][2100/3757] lr: 2.000e-04, eta: 8:48:40, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.2516 2020-07-27 17:41:18,230 - mmaction - INFO - Epoch [88][2120/3757] lr: 2.000e-04, eta: 8:48:27, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.8493 2020-07-27 17:41:31,007 - mmaction - INFO - Epoch [88][2140/3757] lr: 2.000e-04, eta: 8:48:13, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.8965 2020-07-27 17:41:44,780 - mmaction - INFO - Epoch [88][2160/3757] lr: 2.000e-04, eta: 8:48:00, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8953, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.1914 2020-07-27 17:41:58,418 - mmaction - INFO - Epoch [88][2180/3757] lr: 2.000e-04, eta: 8:47:46, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8742, loss_cls: 1.2124, loss: 1.2124, grad_norm: 7.1412 2020-07-27 17:42:11,766 - mmaction - INFO - Epoch [88][2200/3757] lr: 2.000e-04, eta: 8:47:32, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1775, loss: 1.1775, grad_norm: 7.1304 2020-07-27 17:42:24,811 - mmaction - INFO - Epoch [88][2220/3757] lr: 2.000e-04, eta: 8:47:19, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.2141, loss: 1.2141, grad_norm: 7.2825 2020-07-27 17:42:38,206 - mmaction - INFO - Epoch [88][2240/3757] lr: 2.000e-04, eta: 8:47:05, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1773, loss: 1.1773, grad_norm: 7.1142 2020-07-27 17:42:51,006 - mmaction - INFO - Epoch [88][2260/3757] lr: 2.000e-04, eta: 8:46:52, time: 0.638, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2260, loss: 1.2260, grad_norm: 7.1901 2020-07-27 17:43:04,213 - mmaction - INFO - Epoch [88][2280/3757] lr: 2.000e-04, eta: 8:46:38, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2010, loss: 1.2010, grad_norm: 7.4065 2020-07-27 17:43:17,814 - mmaction - INFO - Epoch [88][2300/3757] lr: 2.000e-04, eta: 8:46:24, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8977, loss_cls: 1.1327, loss: 1.1327, grad_norm: 7.0724 2020-07-27 17:43:30,678 - mmaction - INFO - Epoch [88][2320/3757] lr: 2.000e-04, eta: 8:46:11, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1963, loss: 1.1963, grad_norm: 7.1306 2020-07-27 17:43:44,436 - mmaction - INFO - Epoch [88][2340/3757] lr: 2.000e-04, eta: 8:45:57, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2508, loss: 1.2508, grad_norm: 7.1897 2020-07-27 17:43:57,295 - mmaction - INFO - Epoch [88][2360/3757] lr: 2.000e-04, eta: 8:45:43, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1989, loss: 1.1989, grad_norm: 7.2271 2020-07-27 17:44:10,510 - mmaction - INFO - Epoch [88][2380/3757] lr: 2.000e-04, eta: 8:45:30, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1879, loss: 1.1879, grad_norm: 7.1790 2020-07-27 17:44:25,770 - mmaction - INFO - Epoch [88][2400/3757] lr: 2.000e-04, eta: 8:45:17, time: 0.768, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1397, loss: 1.1397, grad_norm: 7.0144 2020-07-27 17:44:38,439 - mmaction - INFO - Epoch [88][2420/3757] lr: 2.000e-04, eta: 8:45:03, time: 0.633, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2136, loss: 1.2136, grad_norm: 7.1563 2020-07-27 17:44:52,041 - mmaction - INFO - Epoch [88][2440/3757] lr: 2.000e-04, eta: 8:44:49, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2072, loss: 1.2072, grad_norm: 7.1415 2020-07-27 17:45:05,247 - mmaction - INFO - Epoch [88][2460/3757] lr: 2.000e-04, eta: 8:44:36, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2408, loss: 1.2408, grad_norm: 7.2190 2020-07-27 17:45:18,606 - mmaction - INFO - Epoch [88][2480/3757] lr: 2.000e-04, eta: 8:44:22, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2638, loss: 1.2638, grad_norm: 7.2642 2020-07-27 17:45:31,654 - mmaction - INFO - Epoch [88][2500/3757] lr: 2.000e-04, eta: 8:44:08, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2987, loss: 1.2987, grad_norm: 7.3554 2020-07-27 17:45:45,600 - mmaction - INFO - Epoch [88][2520/3757] lr: 2.000e-04, eta: 8:43:55, time: 0.703, data_time: 0.009, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.2241, loss: 1.2241, grad_norm: 7.2055 2020-07-27 17:45:59,053 - mmaction - INFO - Epoch [88][2540/3757] lr: 2.000e-04, eta: 8:43:41, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1701, loss: 1.1701, grad_norm: 7.2664 2020-07-27 17:46:12,792 - mmaction - INFO - Epoch [88][2560/3757] lr: 2.000e-04, eta: 8:43:28, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2458, loss: 1.2458, grad_norm: 7.4870 2020-07-27 17:46:26,824 - mmaction - INFO - Epoch [88][2580/3757] lr: 2.000e-04, eta: 8:43:14, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8805, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.9293 2020-07-27 17:46:40,988 - mmaction - INFO - Epoch [88][2600/3757] lr: 2.000e-04, eta: 8:43:01, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8828, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.7071 2020-07-27 17:46:53,827 - mmaction - INFO - Epoch [88][2620/3757] lr: 2.000e-04, eta: 8:42:47, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8727, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.9518 2020-07-27 17:47:07,475 - mmaction - INFO - Epoch [88][2640/3757] lr: 2.000e-04, eta: 8:42:33, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2409, loss: 1.2409, grad_norm: 7.1826 2020-07-27 17:47:20,846 - mmaction - INFO - Epoch [88][2660/3757] lr: 2.000e-04, eta: 8:42:20, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1821, loss: 1.1821, grad_norm: 6.9626 2020-07-27 17:47:34,157 - mmaction - INFO - Epoch [88][2680/3757] lr: 2.000e-04, eta: 8:42:06, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.2169 2020-07-27 17:47:46,850 - mmaction - INFO - Epoch [88][2700/3757] lr: 2.000e-04, eta: 8:41:53, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2722, loss: 1.2722, grad_norm: 7.4448 2020-07-27 17:48:00,853 - mmaction - INFO - Epoch [88][2720/3757] lr: 2.000e-04, eta: 8:41:39, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1508, loss: 1.1508, grad_norm: 7.2365 2020-07-27 17:48:14,531 - mmaction - INFO - Epoch [88][2740/3757] lr: 2.000e-04, eta: 8:41:26, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2007, loss: 1.2007, grad_norm: 7.3817 2020-07-27 17:48:27,442 - mmaction - INFO - Epoch [88][2760/3757] lr: 2.000e-04, eta: 8:41:12, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.2069, loss: 1.2069, grad_norm: 7.4752 2020-07-27 17:48:41,159 - mmaction - INFO - Epoch [88][2780/3757] lr: 2.000e-04, eta: 8:40:58, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.1297 2020-07-27 17:48:54,693 - mmaction - INFO - Epoch [88][2800/3757] lr: 2.000e-04, eta: 8:40:45, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2184, loss: 1.2184, grad_norm: 7.3720 2020-07-27 17:49:08,096 - mmaction - INFO - Epoch [88][2820/3757] lr: 2.000e-04, eta: 8:40:31, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2468, loss: 1.2468, grad_norm: 7.4415 2020-07-27 17:49:22,238 - mmaction - INFO - Epoch [88][2840/3757] lr: 2.000e-04, eta: 8:40:18, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.2116, loss: 1.2116, grad_norm: 7.3923 2020-07-27 17:49:34,989 - mmaction - INFO - Epoch [88][2860/3757] lr: 2.000e-04, eta: 8:40:04, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.4149 2020-07-27 17:49:48,163 - mmaction - INFO - Epoch [88][2880/3757] lr: 2.000e-04, eta: 8:39:50, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.9393 2020-07-27 17:50:00,893 - mmaction - INFO - Epoch [88][2900/3757] lr: 2.000e-04, eta: 8:39:37, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1977, loss: 1.1977, grad_norm: 7.1807 2020-07-27 17:50:14,807 - mmaction - INFO - Epoch [88][2920/3757] lr: 2.000e-04, eta: 8:39:23, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1831, loss: 1.1831, grad_norm: 7.1007 2020-07-27 17:50:27,613 - mmaction - INFO - Epoch [88][2940/3757] lr: 2.000e-04, eta: 8:39:09, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.3036 2020-07-27 17:50:40,458 - mmaction - INFO - Epoch [88][2960/3757] lr: 2.000e-04, eta: 8:38:56, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2077, loss: 1.2077, grad_norm: 7.2789 2020-07-27 17:50:53,350 - mmaction - INFO - Epoch [88][2980/3757] lr: 2.000e-04, eta: 8:38:42, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.1967, loss: 1.1967, grad_norm: 7.1371 2020-07-27 17:51:06,910 - mmaction - INFO - Epoch [88][3000/3757] lr: 2.000e-04, eta: 8:38:28, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.2079 2020-07-27 17:51:20,553 - mmaction - INFO - Epoch [88][3020/3757] lr: 2.000e-04, eta: 8:38:15, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.7921 2020-07-27 17:51:33,937 - mmaction - INFO - Epoch [88][3040/3757] lr: 2.000e-04, eta: 8:38:01, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2374, loss: 1.2374, grad_norm: 7.2578 2020-07-27 17:51:47,601 - mmaction - INFO - Epoch [88][3060/3757] lr: 2.000e-04, eta: 8:37:48, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2432, loss: 1.2432, grad_norm: 7.4129 2020-07-27 17:52:00,894 - mmaction - INFO - Epoch [88][3080/3757] lr: 2.000e-04, eta: 8:37:34, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.2981 2020-07-27 17:52:14,144 - mmaction - INFO - Epoch [88][3100/3757] lr: 2.000e-04, eta: 8:37:21, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.2054 2020-07-27 17:52:28,871 - mmaction - INFO - Epoch [88][3120/3757] lr: 2.000e-04, eta: 8:37:07, time: 0.736, data_time: 0.002, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.2840 2020-07-27 17:52:41,723 - mmaction - INFO - Epoch [88][3140/3757] lr: 2.000e-04, eta: 8:36:53, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.9898 2020-07-27 17:52:55,370 - mmaction - INFO - Epoch [88][3160/3757] lr: 2.000e-04, eta: 8:36:40, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8938, loss_cls: 1.1786, loss: 1.1786, grad_norm: 7.2955 2020-07-27 17:53:09,215 - mmaction - INFO - Epoch [88][3180/3757] lr: 2.000e-04, eta: 8:36:26, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2487, loss: 1.2487, grad_norm: 7.4101 2020-07-27 17:53:22,023 - mmaction - INFO - Epoch [88][3200/3757] lr: 2.000e-04, eta: 8:36:13, time: 0.644, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.3564 2020-07-27 17:53:35,381 - mmaction - INFO - Epoch [88][3220/3757] lr: 2.000e-04, eta: 8:35:59, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2720, loss: 1.2720, grad_norm: 7.4840 2020-07-27 17:53:49,619 - mmaction - INFO - Epoch [88][3240/3757] lr: 2.000e-04, eta: 8:35:46, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0878, loss: 1.0878, grad_norm: 7.1132 2020-07-27 17:54:02,850 - mmaction - INFO - Epoch [88][3260/3757] lr: 2.000e-04, eta: 8:35:32, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1380, loss: 1.1380, grad_norm: 7.0658 2020-07-27 17:54:16,083 - mmaction - INFO - Epoch [88][3280/3757] lr: 2.000e-04, eta: 8:35:18, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2340, loss: 1.2340, grad_norm: 7.1665 2020-07-27 17:54:29,154 - mmaction - INFO - Epoch [88][3300/3757] lr: 2.000e-04, eta: 8:35:05, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.2213, loss: 1.2213, grad_norm: 7.3173 2020-07-27 17:54:42,602 - mmaction - INFO - Epoch [88][3320/3757] lr: 2.000e-04, eta: 8:34:51, time: 0.674, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8797, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.2601 2020-07-27 17:54:56,265 - mmaction - INFO - Epoch [88][3340/3757] lr: 2.000e-04, eta: 8:34:38, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1855, loss: 1.1855, grad_norm: 7.1530 2020-07-27 17:55:09,517 - mmaction - INFO - Epoch [88][3360/3757] lr: 2.000e-04, eta: 8:34:24, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2780, loss: 1.2780, grad_norm: 7.3201 2020-07-27 17:55:23,387 - mmaction - INFO - Epoch [88][3380/3757] lr: 2.000e-04, eta: 8:34:10, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2464, loss: 1.2464, grad_norm: 7.6510 2020-07-27 17:55:36,677 - mmaction - INFO - Epoch [88][3400/3757] lr: 2.000e-04, eta: 8:33:57, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1381, loss: 1.1381, grad_norm: 7.0635 2020-07-27 17:55:49,589 - mmaction - INFO - Epoch [88][3420/3757] lr: 2.000e-04, eta: 8:33:43, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8656, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.2073 2020-07-27 17:56:03,286 - mmaction - INFO - Epoch [88][3440/3757] lr: 2.000e-04, eta: 8:33:30, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1189, loss: 1.1189, grad_norm: 7.0499 2020-07-27 17:56:16,896 - mmaction - INFO - Epoch [88][3460/3757] lr: 2.000e-04, eta: 8:33:16, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2110, loss: 1.2110, grad_norm: 7.2706 2020-07-27 17:56:30,282 - mmaction - INFO - Epoch [88][3480/3757] lr: 2.000e-04, eta: 8:33:02, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1402, loss: 1.1402, grad_norm: 7.0238 2020-07-27 17:56:43,868 - mmaction - INFO - Epoch [88][3500/3757] lr: 2.000e-04, eta: 8:32:49, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1781, loss: 1.1781, grad_norm: 7.2438 2020-07-27 17:56:57,241 - mmaction - INFO - Epoch [88][3520/3757] lr: 2.000e-04, eta: 8:32:35, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2074, loss: 1.2074, grad_norm: 7.1739 2020-07-27 17:57:10,959 - mmaction - INFO - Epoch [88][3540/3757] lr: 2.000e-04, eta: 8:32:22, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.0897 2020-07-27 17:57:23,958 - mmaction - INFO - Epoch [88][3560/3757] lr: 2.000e-04, eta: 8:32:08, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1690, loss: 1.1690, grad_norm: 7.2500 2020-07-27 17:57:37,872 - mmaction - INFO - Epoch [88][3580/3757] lr: 2.000e-04, eta: 8:31:55, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.4359 2020-07-27 17:57:50,810 - mmaction - INFO - Epoch [88][3600/3757] lr: 2.000e-04, eta: 8:31:41, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.4791 2020-07-27 17:58:04,328 - mmaction - INFO - Epoch [88][3620/3757] lr: 2.000e-04, eta: 8:31:27, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2538, loss: 1.2538, grad_norm: 7.3665 2020-07-27 17:58:18,112 - mmaction - INFO - Epoch [88][3640/3757] lr: 2.000e-04, eta: 8:31:14, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2141, loss: 1.2141, grad_norm: 7.2966 2020-07-27 17:58:31,406 - mmaction - INFO - Epoch [88][3660/3757] lr: 2.000e-04, eta: 8:31:00, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1760, loss: 1.1760, grad_norm: 7.0984 2020-07-27 17:58:45,400 - mmaction - INFO - Epoch [88][3680/3757] lr: 2.000e-04, eta: 8:30:47, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8625, loss_cls: 1.2809, loss: 1.2809, grad_norm: 7.2942 2020-07-27 17:58:58,956 - mmaction - INFO - Epoch [88][3700/3757] lr: 2.000e-04, eta: 8:30:33, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1763, loss: 1.1763, grad_norm: 7.0917 2020-07-27 17:59:11,984 - mmaction - INFO - Epoch [88][3720/3757] lr: 2.000e-04, eta: 8:30:19, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1259, loss: 1.1259, grad_norm: 7.2542 2020-07-27 17:59:25,685 - mmaction - INFO - Epoch [88][3740/3757] lr: 2.000e-04, eta: 8:30:06, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.2207 2020-07-27 17:59:36,771 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-27 17:59:58,596 - mmaction - INFO - Epoch [89][20/3757] lr: 2.000e-04, eta: 8:29:40, time: 1.016, data_time: 0.375, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2520, loss: 1.2520, grad_norm: 7.4453 2020-07-27 18:00:12,702 - mmaction - INFO - Epoch [89][40/3757] lr: 2.000e-04, eta: 8:29:27, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.2401 2020-07-27 18:00:25,331 - mmaction - INFO - Epoch [89][60/3757] lr: 2.000e-04, eta: 8:29:13, time: 0.645, data_time: 0.025, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1006, loss: 1.1006, grad_norm: 7.0953 2020-07-27 18:00:38,653 - mmaction - INFO - Epoch [89][80/3757] lr: 2.000e-04, eta: 8:28:59, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2196, loss: 1.2196, grad_norm: 7.2222 2020-07-27 18:00:51,975 - mmaction - INFO - Epoch [89][100/3757] lr: 2.000e-04, eta: 8:28:46, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8766, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.1299 2020-07-27 18:01:05,386 - mmaction - INFO - Epoch [89][120/3757] lr: 2.000e-04, eta: 8:28:32, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3445, loss: 1.3445, grad_norm: 7.6746 2020-07-27 18:01:18,409 - mmaction - INFO - Epoch [89][140/3757] lr: 2.000e-04, eta: 8:28:18, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1361, loss: 1.1361, grad_norm: 7.1990 2020-07-27 18:01:31,700 - mmaction - INFO - Epoch [89][160/3757] lr: 2.000e-04, eta: 8:28:05, time: 0.664, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2314, loss: 1.2314, grad_norm: 7.3342 2020-07-27 18:01:44,785 - mmaction - INFO - Epoch [89][180/3757] lr: 2.000e-04, eta: 8:27:51, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1924, loss: 1.1924, grad_norm: 7.1000 2020-07-27 18:01:58,561 - mmaction - INFO - Epoch [89][200/3757] lr: 2.000e-04, eta: 8:27:38, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2412, loss: 1.2412, grad_norm: 7.1316 2020-07-27 18:02:11,449 - mmaction - INFO - Epoch [89][220/3757] lr: 2.000e-04, eta: 8:27:24, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1327, loss: 1.1327, grad_norm: 7.1265 2020-07-27 18:02:25,199 - mmaction - INFO - Epoch [89][240/3757] lr: 2.000e-04, eta: 8:27:10, time: 0.695, data_time: 0.010, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.2510 2020-07-27 18:02:38,020 - mmaction - INFO - Epoch [89][260/3757] lr: 2.000e-04, eta: 8:26:57, time: 0.640, data_time: 0.002, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1652, loss: 1.1652, grad_norm: 7.1381 2020-07-27 18:02:51,745 - mmaction - INFO - Epoch [89][280/3757] lr: 2.000e-04, eta: 8:26:43, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.9832 2020-07-27 18:03:05,356 - mmaction - INFO - Epoch [89][300/3757] lr: 2.000e-04, eta: 8:26:30, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1330, loss: 1.1330, grad_norm: 7.2011 2020-07-27 18:03:18,884 - mmaction - INFO - Epoch [89][320/3757] lr: 2.000e-04, eta: 8:26:16, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2177, loss: 1.2177, grad_norm: 7.3875 2020-07-27 18:03:31,918 - mmaction - INFO - Epoch [89][340/3757] lr: 2.000e-04, eta: 8:26:02, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.0968, loss: 1.0968, grad_norm: 7.0544 2020-07-27 18:03:45,339 - mmaction - INFO - Epoch [89][360/3757] lr: 2.000e-04, eta: 8:25:49, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1967, loss: 1.1967, grad_norm: 7.1168 2020-07-27 18:03:58,662 - mmaction - INFO - Epoch [89][380/3757] lr: 2.000e-04, eta: 8:25:35, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.2962 2020-07-27 18:04:12,020 - mmaction - INFO - Epoch [89][400/3757] lr: 2.000e-04, eta: 8:25:22, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1974, loss: 1.1974, grad_norm: 7.3579 2020-07-27 18:04:24,640 - mmaction - INFO - Epoch [89][420/3757] lr: 2.000e-04, eta: 8:25:08, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1228, loss: 1.1228, grad_norm: 7.1969 2020-07-27 18:04:38,015 - mmaction - INFO - Epoch [89][440/3757] lr: 2.000e-04, eta: 8:24:54, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.2647 2020-07-27 18:04:51,086 - mmaction - INFO - Epoch [89][460/3757] lr: 2.000e-04, eta: 8:24:41, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2212, loss: 1.2212, grad_norm: 7.4052 2020-07-27 18:05:05,448 - mmaction - INFO - Epoch [89][480/3757] lr: 2.000e-04, eta: 8:24:27, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.0919, loss: 1.0919, grad_norm: 6.8334 2020-07-27 18:05:19,166 - mmaction - INFO - Epoch [89][500/3757] lr: 2.000e-04, eta: 8:24:14, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2291, loss: 1.2291, grad_norm: 7.2426 2020-07-27 18:05:32,080 - mmaction - INFO - Epoch [89][520/3757] lr: 2.000e-04, eta: 8:24:00, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1405, loss: 1.1405, grad_norm: 7.1701 2020-07-27 18:05:46,228 - mmaction - INFO - Epoch [89][540/3757] lr: 2.000e-04, eta: 8:23:46, time: 0.710, data_time: 0.009, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3011, loss: 1.3011, grad_norm: 7.6402 2020-07-27 18:06:00,163 - mmaction - INFO - Epoch [89][560/3757] lr: 2.000e-04, eta: 8:23:33, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.1846, loss: 1.1846, grad_norm: 7.1336 2020-07-27 18:06:12,928 - mmaction - INFO - Epoch [89][580/3757] lr: 2.000e-04, eta: 8:23:19, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2367, loss: 1.2367, grad_norm: 7.2071 2020-07-27 18:06:26,208 - mmaction - INFO - Epoch [89][600/3757] lr: 2.000e-04, eta: 8:23:06, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1244, loss: 1.1244, grad_norm: 7.3109 2020-07-27 18:06:39,880 - mmaction - INFO - Epoch [89][620/3757] lr: 2.000e-04, eta: 8:22:52, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1364, loss: 1.1364, grad_norm: 7.0943 2020-07-27 18:06:52,890 - mmaction - INFO - Epoch [89][640/3757] lr: 2.000e-04, eta: 8:22:38, time: 0.651, data_time: 0.003, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.2605 2020-07-27 18:07:05,777 - mmaction - INFO - Epoch [89][660/3757] lr: 2.000e-04, eta: 8:22:25, time: 0.641, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1847, loss: 1.1847, grad_norm: 7.1694 2020-07-27 18:07:18,738 - mmaction - INFO - Epoch [89][680/3757] lr: 2.000e-04, eta: 8:22:11, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1680, loss: 1.1680, grad_norm: 6.9605 2020-07-27 18:07:32,517 - mmaction - INFO - Epoch [89][700/3757] lr: 2.000e-04, eta: 8:21:58, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.1693, loss: 1.1693, grad_norm: 7.1326 2020-07-27 18:07:46,111 - mmaction - INFO - Epoch [89][720/3757] lr: 2.000e-04, eta: 8:21:44, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1639, loss: 1.1639, grad_norm: 7.1632 2020-07-27 18:07:59,027 - mmaction - INFO - Epoch [89][740/3757] lr: 2.000e-04, eta: 8:21:30, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2125, loss: 1.2125, grad_norm: 7.2532 2020-07-27 18:08:11,952 - mmaction - INFO - Epoch [89][760/3757] lr: 2.000e-04, eta: 8:21:17, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.1657, loss: 1.1657, grad_norm: 7.2187 2020-07-27 18:08:24,972 - mmaction - INFO - Epoch [89][780/3757] lr: 2.000e-04, eta: 8:21:03, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.0355 2020-07-27 18:08:38,717 - mmaction - INFO - Epoch [89][800/3757] lr: 2.000e-04, eta: 8:20:50, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1411, loss: 1.1411, grad_norm: 7.0509 2020-07-27 18:08:52,156 - mmaction - INFO - Epoch [89][820/3757] lr: 2.000e-04, eta: 8:20:36, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.0951 2020-07-27 18:09:05,120 - mmaction - INFO - Epoch [89][840/3757] lr: 2.000e-04, eta: 8:20:22, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3133, loss: 1.3133, grad_norm: 7.6218 2020-07-27 18:09:19,063 - mmaction - INFO - Epoch [89][860/3757] lr: 2.000e-04, eta: 8:20:09, time: 0.694, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2247, loss: 1.2247, grad_norm: 7.3225 2020-07-27 18:09:33,003 - mmaction - INFO - Epoch [89][880/3757] lr: 2.000e-04, eta: 8:19:55, time: 0.701, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2940, loss: 1.2940, grad_norm: 7.2596 2020-07-27 18:09:45,895 - mmaction - INFO - Epoch [89][900/3757] lr: 2.000e-04, eta: 8:19:42, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.1162, loss: 1.1162, grad_norm: 7.1092 2020-07-27 18:09:59,549 - mmaction - INFO - Epoch [89][920/3757] lr: 2.000e-04, eta: 8:19:28, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.1673 2020-07-27 18:10:12,501 - mmaction - INFO - Epoch [89][940/3757] lr: 2.000e-04, eta: 8:19:14, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2191, loss: 1.2191, grad_norm: 7.2588 2020-07-27 18:10:25,452 - mmaction - INFO - Epoch [89][960/3757] lr: 2.000e-04, eta: 8:19:01, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2245, loss: 1.2245, grad_norm: 7.3174 2020-07-27 18:10:39,073 - mmaction - INFO - Epoch [89][980/3757] lr: 2.000e-04, eta: 8:18:47, time: 0.677, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2594, loss: 1.2594, grad_norm: 7.5999 2020-07-27 18:10:51,833 - mmaction - INFO - Epoch [89][1000/3757] lr: 2.000e-04, eta: 8:18:33, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2309, loss: 1.2309, grad_norm: 7.3108 2020-07-27 18:11:04,972 - mmaction - INFO - Epoch [89][1020/3757] lr: 2.000e-04, eta: 8:18:20, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2142, loss: 1.2142, grad_norm: 7.4115 2020-07-27 18:11:17,975 - mmaction - INFO - Epoch [89][1040/3757] lr: 2.000e-04, eta: 8:18:06, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.2019, loss: 1.2019, grad_norm: 7.3271 2020-07-27 18:11:31,289 - mmaction - INFO - Epoch [89][1060/3757] lr: 2.000e-04, eta: 8:17:53, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2496, loss: 1.2496, grad_norm: 7.2662 2020-07-27 18:11:44,407 - mmaction - INFO - Epoch [89][1080/3757] lr: 2.000e-04, eta: 8:17:39, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.2265, loss: 1.2265, grad_norm: 7.2531 2020-07-27 18:11:58,515 - mmaction - INFO - Epoch [89][1100/3757] lr: 2.000e-04, eta: 8:17:25, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8672, loss_cls: 1.2554, loss: 1.2554, grad_norm: 7.1853 2020-07-27 18:12:12,072 - mmaction - INFO - Epoch [89][1120/3757] lr: 2.000e-04, eta: 8:17:12, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8844, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.5816 2020-07-27 18:12:26,393 - mmaction - INFO - Epoch [89][1140/3757] lr: 2.000e-04, eta: 8:16:58, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2238, loss: 1.2238, grad_norm: 7.4703 2020-07-27 18:12:39,170 - mmaction - INFO - Epoch [89][1160/3757] lr: 2.000e-04, eta: 8:16:45, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2565, loss: 1.2565, grad_norm: 7.5676 2020-07-27 18:12:52,031 - mmaction - INFO - Epoch [89][1180/3757] lr: 2.000e-04, eta: 8:16:31, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.2023, loss: 1.2023, grad_norm: 7.1717 2020-07-27 18:13:05,211 - mmaction - INFO - Epoch [89][1200/3757] lr: 2.000e-04, eta: 8:16:17, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.4323 2020-07-27 18:13:19,116 - mmaction - INFO - Epoch [89][1220/3757] lr: 2.000e-04, eta: 8:16:04, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1813, loss: 1.1813, grad_norm: 7.0816 2020-07-27 18:13:33,886 - mmaction - INFO - Epoch [89][1240/3757] lr: 2.000e-04, eta: 8:15:51, time: 0.739, data_time: 0.003, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1474, loss: 1.1474, grad_norm: 7.1607 2020-07-27 18:13:47,571 - mmaction - INFO - Epoch [89][1260/3757] lr: 2.000e-04, eta: 8:15:37, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1806, loss: 1.1806, grad_norm: 7.1408 2020-07-27 18:14:00,895 - mmaction - INFO - Epoch [89][1280/3757] lr: 2.000e-04, eta: 8:15:23, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2129, loss: 1.2129, grad_norm: 7.2569 2020-07-27 18:14:14,161 - mmaction - INFO - Epoch [89][1300/3757] lr: 2.000e-04, eta: 8:15:10, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.1298 2020-07-27 18:14:27,494 - mmaction - INFO - Epoch [89][1320/3757] lr: 2.000e-04, eta: 8:14:56, time: 0.669, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2334, loss: 1.2334, grad_norm: 7.2134 2020-07-27 18:14:41,152 - mmaction - INFO - Epoch [89][1340/3757] lr: 2.000e-04, eta: 8:14:43, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.3691 2020-07-27 18:14:54,098 - mmaction - INFO - Epoch [89][1360/3757] lr: 2.000e-04, eta: 8:14:29, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1467, loss: 1.1467, grad_norm: 6.8893 2020-07-27 18:15:07,130 - mmaction - INFO - Epoch [89][1380/3757] lr: 2.000e-04, eta: 8:14:15, time: 0.654, data_time: 0.008, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0967, loss: 1.0967, grad_norm: 7.0145 2020-07-27 18:15:20,238 - mmaction - INFO - Epoch [89][1400/3757] lr: 2.000e-04, eta: 8:14:02, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8609, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.2511 2020-07-27 18:15:34,628 - mmaction - INFO - Epoch [89][1420/3757] lr: 2.000e-04, eta: 8:13:48, time: 0.720, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1368, loss: 1.1368, grad_norm: 7.1534 2020-07-27 18:15:47,425 - mmaction - INFO - Epoch [89][1440/3757] lr: 2.000e-04, eta: 8:13:35, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2423, loss: 1.2423, grad_norm: 7.1652 2020-07-27 18:16:00,425 - mmaction - INFO - Epoch [89][1460/3757] lr: 2.000e-04, eta: 8:13:21, time: 0.652, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1769, loss: 1.1769, grad_norm: 7.0554 2020-07-27 18:16:14,533 - mmaction - INFO - Epoch [89][1480/3757] lr: 2.000e-04, eta: 8:13:07, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1980, loss: 1.1980, grad_norm: 7.2405 2020-07-27 18:16:28,069 - mmaction - INFO - Epoch [89][1500/3757] lr: 2.000e-04, eta: 8:12:54, time: 0.676, data_time: 0.003, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1248, loss: 1.1248, grad_norm: 7.0340 2020-07-27 18:16:40,754 - mmaction - INFO - Epoch [89][1520/3757] lr: 2.000e-04, eta: 8:12:40, time: 0.632, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2530, loss: 1.2530, grad_norm: 7.2810 2020-07-27 18:16:53,632 - mmaction - INFO - Epoch [89][1540/3757] lr: 2.000e-04, eta: 8:12:26, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.2487 2020-07-27 18:17:07,849 - mmaction - INFO - Epoch [89][1560/3757] lr: 2.000e-04, eta: 8:12:13, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2016, loss: 1.2016, grad_norm: 7.1718 2020-07-27 18:17:20,680 - mmaction - INFO - Epoch [89][1580/3757] lr: 2.000e-04, eta: 8:11:59, time: 0.644, data_time: 0.008, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.3435 2020-07-27 18:17:33,750 - mmaction - INFO - Epoch [89][1600/3757] lr: 2.000e-04, eta: 8:11:46, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2082, loss: 1.2082, grad_norm: 7.1100 2020-07-27 18:17:47,181 - mmaction - INFO - Epoch [89][1620/3757] lr: 2.000e-04, eta: 8:11:32, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.1201 2020-07-27 18:18:01,172 - mmaction - INFO - Epoch [89][1640/3757] lr: 2.000e-04, eta: 8:11:19, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1815, loss: 1.1815, grad_norm: 7.1870 2020-07-27 18:18:13,939 - mmaction - INFO - Epoch [89][1660/3757] lr: 2.000e-04, eta: 8:11:05, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1538, loss: 1.1538, grad_norm: 7.0798 2020-07-27 18:18:27,684 - mmaction - INFO - Epoch [89][1680/3757] lr: 2.000e-04, eta: 8:10:51, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.0844 2020-07-27 18:18:40,388 - mmaction - INFO - Epoch [89][1700/3757] lr: 2.000e-04, eta: 8:10:38, time: 0.639, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2432, loss: 1.2432, grad_norm: 7.3547 2020-07-27 18:18:54,234 - mmaction - INFO - Epoch [89][1720/3757] lr: 2.000e-04, eta: 8:10:24, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2192, loss: 1.2192, grad_norm: 7.3352 2020-07-27 18:19:07,670 - mmaction - INFO - Epoch [89][1740/3757] lr: 2.000e-04, eta: 8:10:11, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2139, loss: 1.2139, grad_norm: 7.2493 2020-07-27 18:19:21,464 - mmaction - INFO - Epoch [89][1760/3757] lr: 2.000e-04, eta: 8:09:57, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.2521 2020-07-27 18:19:34,014 - mmaction - INFO - Epoch [89][1780/3757] lr: 2.000e-04, eta: 8:09:43, time: 0.629, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1510, loss: 1.1510, grad_norm: 7.2863 2020-07-27 18:19:47,767 - mmaction - INFO - Epoch [89][1800/3757] lr: 2.000e-04, eta: 8:09:30, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1767, loss: 1.1767, grad_norm: 7.1241 2020-07-27 18:20:00,599 - mmaction - INFO - Epoch [89][1820/3757] lr: 2.000e-04, eta: 8:09:16, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2023, loss: 1.2023, grad_norm: 7.1709 2020-07-27 18:20:13,679 - mmaction - INFO - Epoch [89][1840/3757] lr: 2.000e-04, eta: 8:09:02, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.1919, loss: 1.1919, grad_norm: 7.2340 2020-07-27 18:20:27,495 - mmaction - INFO - Epoch [89][1860/3757] lr: 2.000e-04, eta: 8:08:49, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2272, loss: 1.2272, grad_norm: 7.4224 2020-07-27 18:20:40,471 - mmaction - INFO - Epoch [89][1880/3757] lr: 2.000e-04, eta: 8:08:35, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2540, loss: 1.2540, grad_norm: 7.3104 2020-07-27 18:20:54,665 - mmaction - INFO - Epoch [89][1900/3757] lr: 2.000e-04, eta: 8:08:22, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.2211 2020-07-27 18:21:07,336 - mmaction - INFO - Epoch [89][1920/3757] lr: 2.000e-04, eta: 8:08:08, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2356, loss: 1.2356, grad_norm: 7.6674 2020-07-27 18:21:20,780 - mmaction - INFO - Epoch [89][1940/3757] lr: 2.000e-04, eta: 8:07:54, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.9658 2020-07-27 18:21:34,069 - mmaction - INFO - Epoch [89][1960/3757] lr: 2.000e-04, eta: 8:07:41, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2242, loss: 1.2242, grad_norm: 7.3418 2020-07-27 18:21:47,836 - mmaction - INFO - Epoch [89][1980/3757] lr: 2.000e-04, eta: 8:07:27, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.9941 2020-07-27 18:22:01,334 - mmaction - INFO - Epoch [89][2000/3757] lr: 2.000e-04, eta: 8:07:14, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1151, loss: 1.1151, grad_norm: 7.0319 2020-07-27 18:22:14,214 - mmaction - INFO - Epoch [89][2020/3757] lr: 2.000e-04, eta: 8:07:00, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1972, loss: 1.1972, grad_norm: 7.3438 2020-07-27 18:22:27,994 - mmaction - INFO - Epoch [89][2040/3757] lr: 2.000e-04, eta: 8:06:47, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1161, loss: 1.1161, grad_norm: 7.1251 2020-07-27 18:22:41,587 - mmaction - INFO - Epoch [89][2060/3757] lr: 2.000e-04, eta: 8:06:33, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2940, loss: 1.2940, grad_norm: 7.4840 2020-07-27 18:22:54,972 - mmaction - INFO - Epoch [89][2080/3757] lr: 2.000e-04, eta: 8:06:19, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2203, loss: 1.2203, grad_norm: 7.3487 2020-07-27 18:23:08,888 - mmaction - INFO - Epoch [89][2100/3757] lr: 2.000e-04, eta: 8:06:06, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.3686 2020-07-27 18:23:21,772 - mmaction - INFO - Epoch [89][2120/3757] lr: 2.000e-04, eta: 8:05:52, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8812, loss_cls: 1.1945, loss: 1.1945, grad_norm: 7.2526 2020-07-27 18:23:35,579 - mmaction - INFO - Epoch [89][2140/3757] lr: 2.000e-04, eta: 8:05:39, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.1507 2020-07-27 18:23:48,605 - mmaction - INFO - Epoch [89][2160/3757] lr: 2.000e-04, eta: 8:05:25, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.3228 2020-07-27 18:24:01,907 - mmaction - INFO - Epoch [89][2180/3757] lr: 2.000e-04, eta: 8:05:11, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0889, loss: 1.0889, grad_norm: 7.0532 2020-07-27 18:24:14,926 - mmaction - INFO - Epoch [89][2200/3757] lr: 2.000e-04, eta: 8:04:58, time: 0.650, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2111, loss: 1.2111, grad_norm: 7.2935 2020-07-27 18:24:27,801 - mmaction - INFO - Epoch [89][2220/3757] lr: 2.000e-04, eta: 8:04:44, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1433, loss: 1.1433, grad_norm: 7.0188 2020-07-27 18:24:41,956 - mmaction - INFO - Epoch [89][2240/3757] lr: 2.000e-04, eta: 8:04:31, time: 0.708, data_time: 0.003, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8734, loss_cls: 1.2086, loss: 1.2086, grad_norm: 7.2830 2020-07-27 18:24:54,564 - mmaction - INFO - Epoch [89][2260/3757] lr: 2.000e-04, eta: 8:04:17, time: 0.626, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.1919, loss: 1.1919, grad_norm: 7.2213 2020-07-27 18:25:08,025 - mmaction - INFO - Epoch [89][2280/3757] lr: 2.000e-04, eta: 8:04:03, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2703, loss: 1.2703, grad_norm: 7.4661 2020-07-27 18:25:21,150 - mmaction - INFO - Epoch [89][2300/3757] lr: 2.000e-04, eta: 8:03:50, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1513, loss: 1.1513, grad_norm: 7.3306 2020-07-27 18:25:34,376 - mmaction - INFO - Epoch [89][2320/3757] lr: 2.000e-04, eta: 8:03:36, time: 0.661, data_time: 0.002, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8711, loss_cls: 1.1899, loss: 1.1899, grad_norm: 7.0135 2020-07-27 18:25:47,857 - mmaction - INFO - Epoch [89][2340/3757] lr: 2.000e-04, eta: 8:03:22, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.3007 2020-07-27 18:26:02,978 - mmaction - INFO - Epoch [89][2360/3757] lr: 2.000e-04, eta: 8:03:09, time: 0.755, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1629, loss: 1.1629, grad_norm: 7.2148 2020-07-27 18:26:15,901 - mmaction - INFO - Epoch [89][2380/3757] lr: 2.000e-04, eta: 8:02:55, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.3766 2020-07-27 18:26:30,169 - mmaction - INFO - Epoch [89][2400/3757] lr: 2.000e-04, eta: 8:02:42, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1558, loss: 1.1558, grad_norm: 7.2406 2020-07-27 18:26:43,737 - mmaction - INFO - Epoch [89][2420/3757] lr: 2.000e-04, eta: 8:02:28, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.3454 2020-07-27 18:26:57,649 - mmaction - INFO - Epoch [89][2440/3757] lr: 2.000e-04, eta: 8:02:15, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2730, loss: 1.2730, grad_norm: 7.2932 2020-07-27 18:27:10,405 - mmaction - INFO - Epoch [89][2460/3757] lr: 2.000e-04, eta: 8:02:01, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8602, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.0481 2020-07-27 18:27:23,054 - mmaction - INFO - Epoch [89][2480/3757] lr: 2.000e-04, eta: 8:01:48, time: 0.633, data_time: 0.004, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2623, loss: 1.2623, grad_norm: 7.4150 2020-07-27 18:27:37,404 - mmaction - INFO - Epoch [89][2500/3757] lr: 2.000e-04, eta: 8:01:34, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8602, loss_cls: 1.2419, loss: 1.2419, grad_norm: 7.2267 2020-07-27 18:27:50,084 - mmaction - INFO - Epoch [89][2520/3757] lr: 2.000e-04, eta: 8:01:20, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2169, loss: 1.2169, grad_norm: 7.4849 2020-07-27 18:28:04,438 - mmaction - INFO - Epoch [89][2540/3757] lr: 2.000e-04, eta: 8:01:07, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1600, loss: 1.1600, grad_norm: 7.3424 2020-07-27 18:28:17,633 - mmaction - INFO - Epoch [89][2560/3757] lr: 2.000e-04, eta: 8:00:53, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1626, loss: 1.1626, grad_norm: 7.3357 2020-07-27 18:28:30,458 - mmaction - INFO - Epoch [89][2580/3757] lr: 2.000e-04, eta: 8:00:40, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1947, loss: 1.1947, grad_norm: 7.5173 2020-07-27 18:28:44,014 - mmaction - INFO - Epoch [89][2600/3757] lr: 2.000e-04, eta: 8:00:26, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2451, loss: 1.2451, grad_norm: 7.1794 2020-07-27 18:28:57,298 - mmaction - INFO - Epoch [89][2620/3757] lr: 2.000e-04, eta: 8:00:12, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2129, loss: 1.2129, grad_norm: 7.3584 2020-07-27 18:29:10,705 - mmaction - INFO - Epoch [89][2640/3757] lr: 2.000e-04, eta: 7:59:59, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1983, loss: 1.1983, grad_norm: 7.1872 2020-07-27 18:29:24,526 - mmaction - INFO - Epoch [89][2660/3757] lr: 2.000e-04, eta: 7:59:45, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1653, loss: 1.1653, grad_norm: 7.2102 2020-07-27 18:29:38,703 - mmaction - INFO - Epoch [89][2680/3757] lr: 2.000e-04, eta: 7:59:32, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3050, loss: 1.3050, grad_norm: 7.5118 2020-07-27 18:29:51,102 - mmaction - INFO - Epoch [89][2700/3757] lr: 2.000e-04, eta: 7:59:18, time: 0.620, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.2110, loss: 1.2110, grad_norm: 7.4036 2020-07-27 18:30:04,164 - mmaction - INFO - Epoch [89][2720/3757] lr: 2.000e-04, eta: 7:59:04, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.1923, loss: 1.1923, grad_norm: 7.2377 2020-07-27 18:30:18,044 - mmaction - INFO - Epoch [89][2740/3757] lr: 2.000e-04, eta: 7:58:51, time: 0.694, data_time: 0.002, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1429, loss: 1.1429, grad_norm: 7.1363 2020-07-27 18:30:31,625 - mmaction - INFO - Epoch [89][2760/3757] lr: 2.000e-04, eta: 7:58:37, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.9982 2020-07-27 18:30:44,662 - mmaction - INFO - Epoch [89][2780/3757] lr: 2.000e-04, eta: 7:58:24, time: 0.653, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8672, loss_cls: 1.1950, loss: 1.1950, grad_norm: 7.1401 2020-07-27 18:30:57,653 - mmaction - INFO - Epoch [89][2800/3757] lr: 2.000e-04, eta: 7:58:10, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.3014, loss: 1.3014, grad_norm: 7.6441 2020-07-27 18:31:10,541 - mmaction - INFO - Epoch [89][2820/3757] lr: 2.000e-04, eta: 7:57:56, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2507, loss: 1.2507, grad_norm: 7.2319 2020-07-27 18:31:24,864 - mmaction - INFO - Epoch [89][2840/3757] lr: 2.000e-04, eta: 7:57:43, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1109, loss: 1.1109, grad_norm: 7.1102 2020-07-27 18:31:38,877 - mmaction - INFO - Epoch [89][2860/3757] lr: 2.000e-04, eta: 7:57:29, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1426, loss: 1.1426, grad_norm: 7.1951 2020-07-27 18:31:52,291 - mmaction - INFO - Epoch [89][2880/3757] lr: 2.000e-04, eta: 7:57:16, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.1570 2020-07-27 18:32:06,307 - mmaction - INFO - Epoch [89][2900/3757] lr: 2.000e-04, eta: 7:57:02, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2259, loss: 1.2259, grad_norm: 7.6724 2020-07-27 18:32:19,257 - mmaction - INFO - Epoch [89][2920/3757] lr: 2.000e-04, eta: 7:56:49, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1312, loss: 1.1312, grad_norm: 7.1079 2020-07-27 18:32:32,017 - mmaction - INFO - Epoch [89][2940/3757] lr: 2.000e-04, eta: 7:56:35, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1597, loss: 1.1597, grad_norm: 7.2747 2020-07-27 18:32:45,555 - mmaction - INFO - Epoch [89][2960/3757] lr: 2.000e-04, eta: 7:56:21, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8852, loss_cls: 1.1345, loss: 1.1345, grad_norm: 7.0721 2020-07-27 18:32:58,692 - mmaction - INFO - Epoch [89][2980/3757] lr: 2.000e-04, eta: 7:56:08, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1628, loss: 1.1628, grad_norm: 7.3859 2020-07-27 18:33:13,021 - mmaction - INFO - Epoch [89][3000/3757] lr: 2.000e-04, eta: 7:55:54, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1791, loss: 1.1791, grad_norm: 7.3669 2020-07-27 18:33:26,012 - mmaction - INFO - Epoch [89][3020/3757] lr: 2.000e-04, eta: 7:55:41, time: 0.653, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.2192, loss: 1.2192, grad_norm: 7.1622 2020-07-27 18:33:39,611 - mmaction - INFO - Epoch [89][3040/3757] lr: 2.000e-04, eta: 7:55:27, time: 0.679, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2292, loss: 1.2292, grad_norm: 7.2395 2020-07-27 18:33:53,494 - mmaction - INFO - Epoch [89][3060/3757] lr: 2.000e-04, eta: 7:55:14, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1742, loss: 1.1742, grad_norm: 7.2861 2020-07-27 18:34:07,141 - mmaction - INFO - Epoch [89][3080/3757] lr: 2.000e-04, eta: 7:55:00, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1886, loss: 1.1886, grad_norm: 7.3092 2020-07-27 18:34:20,802 - mmaction - INFO - Epoch [89][3100/3757] lr: 2.000e-04, eta: 7:54:46, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1775, loss: 1.1775, grad_norm: 7.2780 2020-07-27 18:34:34,402 - mmaction - INFO - Epoch [89][3120/3757] lr: 2.000e-04, eta: 7:54:33, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2111, loss: 1.2111, grad_norm: 7.3362 2020-07-27 18:34:47,414 - mmaction - INFO - Epoch [89][3140/3757] lr: 2.000e-04, eta: 7:54:19, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2161, loss: 1.2161, grad_norm: 7.1272 2020-07-27 18:35:00,378 - mmaction - INFO - Epoch [89][3160/3757] lr: 2.000e-04, eta: 7:54:06, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.3365 2020-07-27 18:35:13,587 - mmaction - INFO - Epoch [89][3180/3757] lr: 2.000e-04, eta: 7:53:52, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.9346 2020-07-27 18:35:26,506 - mmaction - INFO - Epoch [89][3200/3757] lr: 2.000e-04, eta: 7:53:38, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.4213 2020-07-27 18:35:40,490 - mmaction - INFO - Epoch [89][3220/3757] lr: 2.000e-04, eta: 7:53:25, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1651, loss: 1.1651, grad_norm: 7.1142 2020-07-27 18:35:53,124 - mmaction - INFO - Epoch [89][3240/3757] lr: 2.000e-04, eta: 7:53:11, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.1422 2020-07-27 18:36:06,442 - mmaction - INFO - Epoch [89][3260/3757] lr: 2.000e-04, eta: 7:52:58, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.4908 2020-07-27 18:36:19,280 - mmaction - INFO - Epoch [89][3280/3757] lr: 2.000e-04, eta: 7:52:44, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.0706 2020-07-27 18:36:32,337 - mmaction - INFO - Epoch [89][3300/3757] lr: 2.000e-04, eta: 7:52:30, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1830, loss: 1.1830, grad_norm: 7.2694 2020-07-27 18:36:45,393 - mmaction - INFO - Epoch [89][3320/3757] lr: 2.000e-04, eta: 7:52:17, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1646, loss: 1.1646, grad_norm: 7.0651 2020-07-27 18:36:59,158 - mmaction - INFO - Epoch [89][3340/3757] lr: 2.000e-04, eta: 7:52:03, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2413, loss: 1.2413, grad_norm: 7.3396 2020-07-27 18:37:11,998 - mmaction - INFO - Epoch [89][3360/3757] lr: 2.000e-04, eta: 7:51:49, time: 0.645, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.2867 2020-07-27 18:37:25,575 - mmaction - INFO - Epoch [89][3380/3757] lr: 2.000e-04, eta: 7:51:36, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8758, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.8845 2020-07-27 18:37:38,634 - mmaction - INFO - Epoch [89][3400/3757] lr: 2.000e-04, eta: 7:51:22, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1623, loss: 1.1623, grad_norm: 7.1876 2020-07-27 18:37:52,507 - mmaction - INFO - Epoch [89][3420/3757] lr: 2.000e-04, eta: 7:51:09, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1303, loss: 1.1303, grad_norm: 7.1733 2020-07-27 18:38:05,678 - mmaction - INFO - Epoch [89][3440/3757] lr: 2.000e-04, eta: 7:50:55, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1565, loss: 1.1565, grad_norm: 7.0549 2020-07-27 18:38:19,624 - mmaction - INFO - Epoch [89][3460/3757] lr: 2.000e-04, eta: 7:50:42, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2295, loss: 1.2295, grad_norm: 7.1918 2020-07-27 18:38:32,531 - mmaction - INFO - Epoch [89][3480/3757] lr: 2.000e-04, eta: 7:50:28, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1672, loss: 1.1672, grad_norm: 7.2893 2020-07-27 18:38:46,513 - mmaction - INFO - Epoch [89][3500/3757] lr: 2.000e-04, eta: 7:50:14, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1622, loss: 1.1622, grad_norm: 7.2878 2020-07-27 18:38:59,510 - mmaction - INFO - Epoch [89][3520/3757] lr: 2.000e-04, eta: 7:50:01, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.1572 2020-07-27 18:39:13,067 - mmaction - INFO - Epoch [89][3540/3757] lr: 2.000e-04, eta: 7:49:47, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2520, loss: 1.2520, grad_norm: 7.2936 2020-07-27 18:39:26,976 - mmaction - INFO - Epoch [89][3560/3757] lr: 2.000e-04, eta: 7:49:34, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1770, loss: 1.1770, grad_norm: 7.4563 2020-07-27 18:39:40,091 - mmaction - INFO - Epoch [89][3580/3757] lr: 2.000e-04, eta: 7:49:20, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2491, loss: 1.2491, grad_norm: 7.3981 2020-07-27 18:39:53,048 - mmaction - INFO - Epoch [89][3600/3757] lr: 2.000e-04, eta: 7:49:06, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.0735 2020-07-27 18:40:06,671 - mmaction - INFO - Epoch [89][3620/3757] lr: 2.000e-04, eta: 7:48:53, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1625, loss: 1.1625, grad_norm: 7.0926 2020-07-27 18:40:19,665 - mmaction - INFO - Epoch [89][3640/3757] lr: 2.000e-04, eta: 7:48:39, time: 0.654, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3038, loss: 1.3038, grad_norm: 7.5498 2020-07-27 18:40:33,420 - mmaction - INFO - Epoch [89][3660/3757] lr: 2.000e-04, eta: 7:48:26, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1540, loss: 1.1540, grad_norm: 7.4185 2020-07-27 18:40:46,591 - mmaction - INFO - Epoch [89][3680/3757] lr: 2.000e-04, eta: 7:48:12, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.9166 2020-07-27 18:40:59,469 - mmaction - INFO - Epoch [89][3700/3757] lr: 2.000e-04, eta: 7:47:58, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1528, loss: 1.1528, grad_norm: 7.0750 2020-07-27 18:41:12,461 - mmaction - INFO - Epoch [89][3720/3757] lr: 2.000e-04, eta: 7:47:45, time: 0.652, data_time: 0.009, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.3052 2020-07-27 18:41:26,522 - mmaction - INFO - Epoch [89][3740/3757] lr: 2.000e-04, eta: 7:47:31, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1628, loss: 1.1628, grad_norm: 7.3340 2020-07-27 18:41:38,446 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-07-27 18:42:05,702 - mmaction - INFO - Epoch [90][20/3757] lr: 2.000e-04, eta: 7:47:06, time: 1.276, data_time: 0.637, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1667, loss: 1.1667, grad_norm: 7.1607 2020-07-27 18:42:18,734 - mmaction - INFO - Epoch [90][40/3757] lr: 2.000e-04, eta: 7:46:52, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2506, loss: 1.2506, grad_norm: 7.4570 2020-07-27 18:42:31,417 - mmaction - INFO - Epoch [90][60/3757] lr: 2.000e-04, eta: 7:46:39, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1461, loss: 1.1461, grad_norm: 7.2617 2020-07-27 18:42:44,685 - mmaction - INFO - Epoch [90][80/3757] lr: 2.000e-04, eta: 7:46:25, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1147, loss: 1.1147, grad_norm: 7.1512 2020-07-27 18:42:57,585 - mmaction - INFO - Epoch [90][100/3757] lr: 2.000e-04, eta: 7:46:12, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1241, loss: 1.1241, grad_norm: 7.0907 2020-07-27 18:43:10,388 - mmaction - INFO - Epoch [90][120/3757] lr: 2.000e-04, eta: 7:45:58, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1722, loss: 1.1722, grad_norm: 7.1291 2020-07-27 18:43:23,443 - mmaction - INFO - Epoch [90][140/3757] lr: 2.000e-04, eta: 7:45:44, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2867, loss: 1.2867, grad_norm: 7.4251 2020-07-27 18:43:37,733 - mmaction - INFO - Epoch [90][160/3757] lr: 2.000e-04, eta: 7:45:31, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2872, loss: 1.2872, grad_norm: 7.3695 2020-07-27 18:43:50,710 - mmaction - INFO - Epoch [90][180/3757] lr: 2.000e-04, eta: 7:45:17, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8852, loss_cls: 1.1267, loss: 1.1267, grad_norm: 7.1143 2020-07-27 18:44:04,271 - mmaction - INFO - Epoch [90][200/3757] lr: 2.000e-04, eta: 7:45:04, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1516, loss: 1.1516, grad_norm: 7.0442 2020-07-27 18:44:17,938 - mmaction - INFO - Epoch [90][220/3757] lr: 2.000e-04, eta: 7:44:50, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1823, loss: 1.1823, grad_norm: 7.2657 2020-07-27 18:44:30,788 - mmaction - INFO - Epoch [90][240/3757] lr: 2.000e-04, eta: 7:44:36, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2596, loss: 1.2596, grad_norm: 7.3683 2020-07-27 18:44:43,960 - mmaction - INFO - Epoch [90][260/3757] lr: 2.000e-04, eta: 7:44:23, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.4141 2020-07-27 18:44:56,931 - mmaction - INFO - Epoch [90][280/3757] lr: 2.000e-04, eta: 7:44:09, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1586, loss: 1.1586, grad_norm: 7.1197 2020-07-27 18:45:10,728 - mmaction - INFO - Epoch [90][300/3757] lr: 2.000e-04, eta: 7:43:56, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.1869 2020-07-27 18:45:24,054 - mmaction - INFO - Epoch [90][320/3757] lr: 2.000e-04, eta: 7:43:42, time: 0.667, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1384, loss: 1.1384, grad_norm: 7.2785 2020-07-27 18:45:37,707 - mmaction - INFO - Epoch [90][340/3757] lr: 2.000e-04, eta: 7:43:28, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.3796 2020-07-27 18:45:50,983 - mmaction - INFO - Epoch [90][360/3757] lr: 2.000e-04, eta: 7:43:15, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1902, loss: 1.1902, grad_norm: 7.2685 2020-07-27 18:46:04,879 - mmaction - INFO - Epoch [90][380/3757] lr: 2.000e-04, eta: 7:43:01, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2788, loss: 1.2788, grad_norm: 7.4290 2020-07-27 18:46:18,636 - mmaction - INFO - Epoch [90][400/3757] lr: 2.000e-04, eta: 7:42:48, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.1895, loss: 1.1895, grad_norm: 7.3276 2020-07-27 18:46:32,897 - mmaction - INFO - Epoch [90][420/3757] lr: 2.000e-04, eta: 7:42:34, time: 0.713, data_time: 0.002, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2185, loss: 1.2185, grad_norm: 7.3416 2020-07-27 18:46:45,780 - mmaction - INFO - Epoch [90][440/3757] lr: 2.000e-04, eta: 7:42:21, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2370, loss: 1.2370, grad_norm: 7.5277 2020-07-27 18:46:59,784 - mmaction - INFO - Epoch [90][460/3757] lr: 2.000e-04, eta: 7:42:07, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.3175 2020-07-27 18:47:13,617 - mmaction - INFO - Epoch [90][480/3757] lr: 2.000e-04, eta: 7:41:53, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2457, loss: 1.2457, grad_norm: 7.4655 2020-07-27 18:47:28,286 - mmaction - INFO - Epoch [90][500/3757] lr: 2.000e-04, eta: 7:41:40, time: 0.734, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1591, loss: 1.1591, grad_norm: 7.0833 2020-07-27 18:47:41,457 - mmaction - INFO - Epoch [90][520/3757] lr: 2.000e-04, eta: 7:41:26, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1186, loss: 1.1186, grad_norm: 7.0922 2020-07-27 18:47:55,725 - mmaction - INFO - Epoch [90][540/3757] lr: 2.000e-04, eta: 7:41:13, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2451, loss: 1.2451, grad_norm: 7.3837 2020-07-27 18:48:08,896 - mmaction - INFO - Epoch [90][560/3757] lr: 2.000e-04, eta: 7:40:59, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2994, loss: 1.2994, grad_norm: 7.4015 2020-07-27 18:48:22,718 - mmaction - INFO - Epoch [90][580/3757] lr: 2.000e-04, eta: 7:40:46, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.3410 2020-07-27 18:48:36,597 - mmaction - INFO - Epoch [90][600/3757] lr: 2.000e-04, eta: 7:40:32, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1780, loss: 1.1780, grad_norm: 7.3624 2020-07-27 18:48:50,469 - mmaction - INFO - Epoch [90][620/3757] lr: 2.000e-04, eta: 7:40:19, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.2630 2020-07-27 18:49:04,041 - mmaction - INFO - Epoch [90][640/3757] lr: 2.000e-04, eta: 7:40:05, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.0452 2020-07-27 18:49:19,338 - mmaction - INFO - Epoch [90][660/3757] lr: 2.000e-04, eta: 7:39:52, time: 0.763, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8641, loss_cls: 1.2590, loss: 1.2590, grad_norm: 7.3119 2020-07-27 18:49:34,221 - mmaction - INFO - Epoch [90][680/3757] lr: 2.000e-04, eta: 7:39:38, time: 0.747, data_time: 0.008, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.3522 2020-07-27 18:49:48,005 - mmaction - INFO - Epoch [90][700/3757] lr: 2.000e-04, eta: 7:39:25, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2189, loss: 1.2189, grad_norm: 7.4616 2020-07-27 18:50:02,045 - mmaction - INFO - Epoch [90][720/3757] lr: 2.000e-04, eta: 7:39:11, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.2039, loss: 1.2039, grad_norm: 7.1603 2020-07-27 18:50:15,884 - mmaction - INFO - Epoch [90][740/3757] lr: 2.000e-04, eta: 7:38:58, time: 0.693, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1030, loss: 1.1030, grad_norm: 7.2132 2020-07-27 18:50:29,624 - mmaction - INFO - Epoch [90][760/3757] lr: 2.000e-04, eta: 7:38:44, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1258, loss: 1.1258, grad_norm: 7.0840 2020-07-27 18:50:42,908 - mmaction - INFO - Epoch [90][780/3757] lr: 2.000e-04, eta: 7:38:31, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.0722 2020-07-27 18:50:57,935 - mmaction - INFO - Epoch [90][800/3757] lr: 2.000e-04, eta: 7:38:17, time: 0.751, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8766, loss_cls: 1.1654, loss: 1.1654, grad_norm: 7.1298 2020-07-27 18:51:11,611 - mmaction - INFO - Epoch [90][820/3757] lr: 2.000e-04, eta: 7:38:04, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1101, loss: 1.1101, grad_norm: 7.0648 2020-07-27 18:51:25,514 - mmaction - INFO - Epoch [90][840/3757] lr: 2.000e-04, eta: 7:37:50, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1839, loss: 1.1839, grad_norm: 7.1644 2020-07-27 18:51:40,379 - mmaction - INFO - Epoch [90][860/3757] lr: 2.000e-04, eta: 7:37:37, time: 0.745, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.1670 2020-07-27 18:51:55,176 - mmaction - INFO - Epoch [90][880/3757] lr: 2.000e-04, eta: 7:37:23, time: 0.740, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.3587 2020-07-27 18:52:09,035 - mmaction - INFO - Epoch [90][900/3757] lr: 2.000e-04, eta: 7:37:10, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.9803 2020-07-27 18:52:23,462 - mmaction - INFO - Epoch [90][920/3757] lr: 2.000e-04, eta: 7:36:56, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1712, loss: 1.1712, grad_norm: 7.0634 2020-07-27 18:52:37,629 - mmaction - INFO - Epoch [90][940/3757] lr: 2.000e-04, eta: 7:36:43, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.2996 2020-07-27 18:52:51,401 - mmaction - INFO - Epoch [90][960/3757] lr: 2.000e-04, eta: 7:36:29, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2289, loss: 1.2289, grad_norm: 7.4231 2020-07-27 18:53:05,797 - mmaction - INFO - Epoch [90][980/3757] lr: 2.000e-04, eta: 7:36:16, time: 0.724, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2491, loss: 1.2491, grad_norm: 7.4377 2020-07-27 18:53:19,903 - mmaction - INFO - Epoch [90][1000/3757] lr: 2.000e-04, eta: 7:36:02, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.9725 2020-07-27 18:53:33,782 - mmaction - INFO - Epoch [90][1020/3757] lr: 2.000e-04, eta: 7:35:49, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.5454 2020-07-27 18:53:48,508 - mmaction - INFO - Epoch [90][1040/3757] lr: 2.000e-04, eta: 7:35:35, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8625, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.3692 2020-07-27 18:54:02,598 - mmaction - INFO - Epoch [90][1060/3757] lr: 2.000e-04, eta: 7:35:22, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1366, loss: 1.1366, grad_norm: 7.0403 2020-07-27 18:54:16,836 - mmaction - INFO - Epoch [90][1080/3757] lr: 2.000e-04, eta: 7:35:08, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1710, loss: 1.1710, grad_norm: 7.2185 2020-07-27 18:54:30,591 - mmaction - INFO - Epoch [90][1100/3757] lr: 2.000e-04, eta: 7:34:55, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1865, loss: 1.1865, grad_norm: 7.2279 2020-07-27 18:54:44,820 - mmaction - INFO - Epoch [90][1120/3757] lr: 2.000e-04, eta: 7:34:41, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.9888 2020-07-27 18:54:58,194 - mmaction - INFO - Epoch [90][1140/3757] lr: 2.000e-04, eta: 7:34:28, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1513, loss: 1.1513, grad_norm: 7.0707 2020-07-27 18:55:13,782 - mmaction - INFO - Epoch [90][1160/3757] lr: 2.000e-04, eta: 7:34:14, time: 0.777, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.4827 2020-07-27 18:55:28,027 - mmaction - INFO - Epoch [90][1180/3757] lr: 2.000e-04, eta: 7:34:01, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.4290 2020-07-27 18:55:42,293 - mmaction - INFO - Epoch [90][1200/3757] lr: 2.000e-04, eta: 7:33:47, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.2916, loss: 1.2916, grad_norm: 7.4955 2020-07-27 18:55:56,510 - mmaction - INFO - Epoch [90][1220/3757] lr: 2.000e-04, eta: 7:33:34, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.9520 2020-07-27 18:56:10,730 - mmaction - INFO - Epoch [90][1240/3757] lr: 2.000e-04, eta: 7:33:20, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2336, loss: 1.2336, grad_norm: 7.5105 2020-07-27 18:56:24,676 - mmaction - INFO - Epoch [90][1260/3757] lr: 2.000e-04, eta: 7:33:07, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.5150 2020-07-27 18:56:39,300 - mmaction - INFO - Epoch [90][1280/3757] lr: 2.000e-04, eta: 7:32:53, time: 0.728, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.1810, loss: 1.1810, grad_norm: 7.1973 2020-07-27 18:56:53,996 - mmaction - INFO - Epoch [90][1300/3757] lr: 2.000e-04, eta: 7:32:40, time: 0.738, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1746, loss: 1.1746, grad_norm: 7.3584 2020-07-27 18:57:09,522 - mmaction - INFO - Epoch [90][1320/3757] lr: 2.000e-04, eta: 7:32:27, time: 0.774, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1748, loss: 1.1748, grad_norm: 7.4223 2020-07-27 18:57:22,803 - mmaction - INFO - Epoch [90][1340/3757] lr: 2.000e-04, eta: 7:32:13, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2037, loss: 1.2037, grad_norm: 7.3203 2020-07-27 18:57:36,812 - mmaction - INFO - Epoch [90][1360/3757] lr: 2.000e-04, eta: 7:32:00, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.6283 2020-07-27 18:57:51,173 - mmaction - INFO - Epoch [90][1380/3757] lr: 2.000e-04, eta: 7:31:46, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.1932 2020-07-27 18:58:05,309 - mmaction - INFO - Epoch [90][1400/3757] lr: 2.000e-04, eta: 7:31:33, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.1807 2020-07-27 18:58:20,016 - mmaction - INFO - Epoch [90][1420/3757] lr: 2.000e-04, eta: 7:31:19, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2149, loss: 1.2149, grad_norm: 7.3578 2020-07-27 18:58:34,084 - mmaction - INFO - Epoch [90][1440/3757] lr: 2.000e-04, eta: 7:31:06, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1676, loss: 1.1676, grad_norm: 7.0522 2020-07-27 18:58:48,522 - mmaction - INFO - Epoch [90][1460/3757] lr: 2.000e-04, eta: 7:30:52, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.2630 2020-07-27 18:59:02,927 - mmaction - INFO - Epoch [90][1480/3757] lr: 2.000e-04, eta: 7:30:39, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.9892 2020-07-27 18:59:17,371 - mmaction - INFO - Epoch [90][1500/3757] lr: 2.000e-04, eta: 7:30:25, time: 0.725, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2080, loss: 1.2080, grad_norm: 7.3846 2020-07-27 18:59:32,730 - mmaction - INFO - Epoch [90][1520/3757] lr: 2.000e-04, eta: 7:30:12, time: 0.766, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.1858 2020-07-27 18:59:47,001 - mmaction - INFO - Epoch [90][1540/3757] lr: 2.000e-04, eta: 7:29:58, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.2079, loss: 1.2079, grad_norm: 7.3757 2020-07-27 19:00:02,567 - mmaction - INFO - Epoch [90][1560/3757] lr: 2.000e-04, eta: 7:29:45, time: 0.776, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2169, loss: 1.2169, grad_norm: 7.4445 2020-07-27 19:00:22,197 - mmaction - INFO - Epoch [90][1580/3757] lr: 2.000e-04, eta: 7:29:32, time: 0.969, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1505, loss: 1.1505, grad_norm: 7.1607 2020-07-27 19:00:36,310 - mmaction - INFO - Epoch [90][1600/3757] lr: 2.000e-04, eta: 7:29:19, time: 0.717, data_time: 0.031, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1547, loss: 1.1547, grad_norm: 7.1289 2020-07-27 19:00:50,892 - mmaction - INFO - Epoch [90][1620/3757] lr: 2.000e-04, eta: 7:29:05, time: 0.732, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1322, loss: 1.1322, grad_norm: 7.3669 2020-07-27 19:01:05,338 - mmaction - INFO - Epoch [90][1640/3757] lr: 2.000e-04, eta: 7:28:52, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1462, loss: 1.1462, grad_norm: 7.2298 2020-07-27 19:01:19,522 - mmaction - INFO - Epoch [90][1660/3757] lr: 2.000e-04, eta: 7:28:38, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.2753 2020-07-27 19:01:33,759 - mmaction - INFO - Epoch [90][1680/3757] lr: 2.000e-04, eta: 7:28:25, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1833, loss: 1.1833, grad_norm: 7.3688 2020-07-27 19:01:48,712 - mmaction - INFO - Epoch [90][1700/3757] lr: 2.000e-04, eta: 7:28:11, time: 0.750, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1694, loss: 1.1694, grad_norm: 7.2066 2020-07-27 19:02:03,600 - mmaction - INFO - Epoch [90][1720/3757] lr: 2.000e-04, eta: 7:27:58, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1467, loss: 1.1467, grad_norm: 7.1235 2020-07-27 19:02:18,485 - mmaction - INFO - Epoch [90][1740/3757] lr: 2.000e-04, eta: 7:27:44, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.1957, loss: 1.1957, grad_norm: 7.0808 2020-07-27 19:02:32,988 - mmaction - INFO - Epoch [90][1760/3757] lr: 2.000e-04, eta: 7:27:31, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1211, loss: 1.1211, grad_norm: 7.0775 2020-07-27 19:02:47,596 - mmaction - INFO - Epoch [90][1780/3757] lr: 2.000e-04, eta: 7:27:18, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0980, loss: 1.0980, grad_norm: 7.2176 2020-07-27 19:03:01,914 - mmaction - INFO - Epoch [90][1800/3757] lr: 2.000e-04, eta: 7:27:04, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.2056, loss: 1.2056, grad_norm: 7.2171 2020-07-27 19:03:18,346 - mmaction - INFO - Epoch [90][1820/3757] lr: 2.000e-04, eta: 7:26:51, time: 0.823, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1335, loss: 1.1335, grad_norm: 7.0096 2020-07-27 19:03:32,692 - mmaction - INFO - Epoch [90][1840/3757] lr: 2.000e-04, eta: 7:26:37, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.2945 2020-07-27 19:03:47,357 - mmaction - INFO - Epoch [90][1860/3757] lr: 2.000e-04, eta: 7:26:24, time: 0.733, data_time: 0.004, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1089, loss: 1.1089, grad_norm: 6.9202 2020-07-27 19:04:02,303 - mmaction - INFO - Epoch [90][1880/3757] lr: 2.000e-04, eta: 7:26:10, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2002, loss: 1.2002, grad_norm: 7.3624 2020-07-27 19:04:17,786 - mmaction - INFO - Epoch [90][1900/3757] lr: 2.000e-04, eta: 7:25:57, time: 0.776, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1417, loss: 1.1417, grad_norm: 7.3319 2020-07-27 19:04:31,879 - mmaction - INFO - Epoch [90][1920/3757] lr: 2.000e-04, eta: 7:25:44, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1337, loss: 1.1337, grad_norm: 7.1555 2020-07-27 19:04:46,852 - mmaction - INFO - Epoch [90][1940/3757] lr: 2.000e-04, eta: 7:25:30, time: 0.751, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1806, loss: 1.1806, grad_norm: 7.3287 2020-07-27 19:05:02,440 - mmaction - INFO - Epoch [90][1960/3757] lr: 2.000e-04, eta: 7:25:17, time: 0.778, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1559, loss: 1.1559, grad_norm: 7.2550 2020-07-27 19:05:16,661 - mmaction - INFO - Epoch [90][1980/3757] lr: 2.000e-04, eta: 7:25:03, time: 0.712, data_time: 0.003, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2005, loss: 1.2005, grad_norm: 7.5277 2020-07-27 19:05:31,077 - mmaction - INFO - Epoch [90][2000/3757] lr: 2.000e-04, eta: 7:24:50, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1869, loss: 1.1869, grad_norm: 7.2323 2020-07-27 19:05:46,935 - mmaction - INFO - Epoch [90][2020/3757] lr: 2.000e-04, eta: 7:24:37, time: 0.796, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1157, loss: 1.1157, grad_norm: 7.0929 2020-07-27 19:06:01,321 - mmaction - INFO - Epoch [90][2040/3757] lr: 2.000e-04, eta: 7:24:23, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2925, loss: 1.2925, grad_norm: 7.4785 2020-07-27 19:06:16,231 - mmaction - INFO - Epoch [90][2060/3757] lr: 2.000e-04, eta: 7:24:10, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.5368 2020-07-27 19:06:31,354 - mmaction - INFO - Epoch [90][2080/3757] lr: 2.000e-04, eta: 7:23:56, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.2468 2020-07-27 19:06:45,917 - mmaction - INFO - Epoch [90][2100/3757] lr: 2.000e-04, eta: 7:23:43, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.1730 2020-07-27 19:07:01,871 - mmaction - INFO - Epoch [90][2120/3757] lr: 2.000e-04, eta: 7:23:30, time: 0.797, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.1938, loss: 1.1938, grad_norm: 7.3810 2020-07-27 19:07:17,587 - mmaction - INFO - Epoch [90][2140/3757] lr: 2.000e-04, eta: 7:23:16, time: 0.786, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.4435 2020-07-27 19:07:31,423 - mmaction - INFO - Epoch [90][2160/3757] lr: 2.000e-04, eta: 7:23:03, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1258, loss: 1.1258, grad_norm: 7.0725 2020-07-27 19:07:46,595 - mmaction - INFO - Epoch [90][2180/3757] lr: 2.000e-04, eta: 7:22:49, time: 0.761, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.1951, loss: 1.1951, grad_norm: 7.2677 2020-07-27 19:08:00,892 - mmaction - INFO - Epoch [90][2200/3757] lr: 2.000e-04, eta: 7:22:36, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.9807 2020-07-27 19:08:15,436 - mmaction - INFO - Epoch [90][2220/3757] lr: 2.000e-04, eta: 7:22:22, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.2180 2020-07-27 19:08:29,929 - mmaction - INFO - Epoch [90][2240/3757] lr: 2.000e-04, eta: 7:22:09, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1486, loss: 1.1486, grad_norm: 7.1870 2020-07-27 19:08:44,753 - mmaction - INFO - Epoch [90][2260/3757] lr: 2.000e-04, eta: 7:21:55, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1430, loss: 1.1430, grad_norm: 7.3068 2020-07-27 19:08:59,369 - mmaction - INFO - Epoch [90][2280/3757] lr: 2.000e-04, eta: 7:21:42, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.9418 2020-07-27 19:09:14,248 - mmaction - INFO - Epoch [90][2300/3757] lr: 2.000e-04, eta: 7:21:29, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2183, loss: 1.2183, grad_norm: 7.3465 2020-07-27 19:09:28,687 - mmaction - INFO - Epoch [90][2320/3757] lr: 2.000e-04, eta: 7:21:15, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.4121 2020-07-27 19:09:42,675 - mmaction - INFO - Epoch [90][2340/3757] lr: 2.000e-04, eta: 7:21:02, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1879, loss: 1.1879, grad_norm: 7.2400 2020-07-27 19:09:57,351 - mmaction - INFO - Epoch [90][2360/3757] lr: 2.000e-04, eta: 7:20:48, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.1963, loss: 1.1963, grad_norm: 7.3295 2020-07-27 19:10:12,512 - mmaction - INFO - Epoch [90][2380/3757] lr: 2.000e-04, eta: 7:20:35, time: 0.762, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2228, loss: 1.2228, grad_norm: 7.3063 2020-07-27 19:10:26,893 - mmaction - INFO - Epoch [90][2400/3757] lr: 2.000e-04, eta: 7:20:21, time: 0.715, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2443, loss: 1.2443, grad_norm: 7.3866 2020-07-27 19:10:40,248 - mmaction - INFO - Epoch [90][2420/3757] lr: 2.000e-04, eta: 7:20:08, time: 0.670, data_time: 0.009, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2231, loss: 1.2231, grad_norm: 7.1259 2020-07-27 19:10:55,299 - mmaction - INFO - Epoch [90][2440/3757] lr: 2.000e-04, eta: 7:19:54, time: 0.751, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1985, loss: 1.1985, grad_norm: 7.2574 2020-07-27 19:11:10,107 - mmaction - INFO - Epoch [90][2460/3757] lr: 2.000e-04, eta: 7:19:41, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1908, loss: 1.1908, grad_norm: 7.0335 2020-07-27 19:11:24,911 - mmaction - INFO - Epoch [90][2480/3757] lr: 2.000e-04, eta: 7:19:27, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1370, loss: 1.1370, grad_norm: 7.1323 2020-07-27 19:11:39,569 - mmaction - INFO - Epoch [90][2500/3757] lr: 2.000e-04, eta: 7:19:14, time: 0.735, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2524, loss: 1.2524, grad_norm: 7.5344 2020-07-27 19:11:53,305 - mmaction - INFO - Epoch [90][2520/3757] lr: 2.000e-04, eta: 7:19:00, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1944, loss: 1.1944, grad_norm: 7.1905 2020-07-27 19:12:09,243 - mmaction - INFO - Epoch [90][2540/3757] lr: 2.000e-04, eta: 7:18:47, time: 0.796, data_time: 0.002, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2319, loss: 1.2319, grad_norm: 7.4258 2020-07-27 19:12:23,319 - mmaction - INFO - Epoch [90][2560/3757] lr: 2.000e-04, eta: 7:18:34, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.3879 2020-07-27 19:12:37,838 - mmaction - INFO - Epoch [90][2580/3757] lr: 2.000e-04, eta: 7:18:20, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2178, loss: 1.2178, grad_norm: 7.4079 2020-07-27 19:12:51,388 - mmaction - INFO - Epoch [90][2600/3757] lr: 2.000e-04, eta: 7:18:07, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1814, loss: 1.1814, grad_norm: 7.2651 2020-07-27 19:13:06,586 - mmaction - INFO - Epoch [90][2620/3757] lr: 2.000e-04, eta: 7:17:53, time: 0.757, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2809, loss: 1.2809, grad_norm: 7.4960 2020-07-27 19:13:20,349 - mmaction - INFO - Epoch [90][2640/3757] lr: 2.000e-04, eta: 7:17:40, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1344, loss: 1.1344, grad_norm: 7.0911 2020-07-27 19:13:34,831 - mmaction - INFO - Epoch [90][2660/3757] lr: 2.000e-04, eta: 7:17:26, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2558, loss: 1.2558, grad_norm: 7.4722 2020-07-27 19:13:49,529 - mmaction - INFO - Epoch [90][2680/3757] lr: 2.000e-04, eta: 7:17:13, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.5683 2020-07-27 19:14:03,584 - mmaction - INFO - Epoch [90][2700/3757] lr: 2.000e-04, eta: 7:16:59, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.2179, loss: 1.2179, grad_norm: 7.3058 2020-07-27 19:14:17,842 - mmaction - INFO - Epoch [90][2720/3757] lr: 2.000e-04, eta: 7:16:46, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.1979, loss: 1.1979, grad_norm: 7.4020 2020-07-27 19:14:31,327 - mmaction - INFO - Epoch [90][2740/3757] lr: 2.000e-04, eta: 7:16:32, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1657, loss: 1.1657, grad_norm: 7.3327 2020-07-27 19:14:45,415 - mmaction - INFO - Epoch [90][2760/3757] lr: 2.000e-04, eta: 7:16:19, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3257, loss: 1.3257, grad_norm: 7.6357 2020-07-27 19:15:00,161 - mmaction - INFO - Epoch [90][2780/3757] lr: 2.000e-04, eta: 7:16:05, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2323, loss: 1.2323, grad_norm: 7.5177 2020-07-27 19:15:13,442 - mmaction - INFO - Epoch [90][2800/3757] lr: 2.000e-04, eta: 7:15:51, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.4260 2020-07-27 19:15:27,422 - mmaction - INFO - Epoch [90][2820/3757] lr: 2.000e-04, eta: 7:15:38, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1001, loss: 1.1001, grad_norm: 7.0074 2020-07-27 19:15:40,704 - mmaction - INFO - Epoch [90][2840/3757] lr: 2.000e-04, eta: 7:15:24, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1584, loss: 1.1584, grad_norm: 7.2110 2020-07-27 19:15:54,745 - mmaction - INFO - Epoch [90][2860/3757] lr: 2.000e-04, eta: 7:15:11, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2333, loss: 1.2333, grad_norm: 7.3693 2020-07-27 19:16:08,068 - mmaction - INFO - Epoch [90][2880/3757] lr: 2.000e-04, eta: 7:14:57, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.1089, loss: 1.1089, grad_norm: 7.0724 2020-07-27 19:16:22,612 - mmaction - INFO - Epoch [90][2900/3757] lr: 2.000e-04, eta: 7:14:44, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2085, loss: 1.2085, grad_norm: 7.1018 2020-07-27 19:16:35,665 - mmaction - INFO - Epoch [90][2920/3757] lr: 2.000e-04, eta: 7:14:30, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.3749 2020-07-27 19:16:49,904 - mmaction - INFO - Epoch [90][2940/3757] lr: 2.000e-04, eta: 7:14:17, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1536, loss: 1.1536, grad_norm: 7.1970 2020-07-27 19:17:04,178 - mmaction - INFO - Epoch [90][2960/3757] lr: 2.000e-04, eta: 7:14:03, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1585, loss: 1.1585, grad_norm: 7.1591 2020-07-27 19:17:18,078 - mmaction - INFO - Epoch [90][2980/3757] lr: 2.000e-04, eta: 7:13:50, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.2830 2020-07-27 19:17:31,300 - mmaction - INFO - Epoch [90][3000/3757] lr: 2.000e-04, eta: 7:13:36, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2204, loss: 1.2204, grad_norm: 7.5513 2020-07-27 19:17:44,898 - mmaction - INFO - Epoch [90][3020/3757] lr: 2.000e-04, eta: 7:13:22, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1318, loss: 1.1318, grad_norm: 7.2567 2020-07-27 19:17:58,324 - mmaction - INFO - Epoch [90][3040/3757] lr: 2.000e-04, eta: 7:13:09, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0679, loss: 1.0679, grad_norm: 7.0220 2020-07-27 19:18:12,243 - mmaction - INFO - Epoch [90][3060/3757] lr: 2.000e-04, eta: 7:12:55, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.1287 2020-07-27 19:18:25,564 - mmaction - INFO - Epoch [90][3080/3757] lr: 2.000e-04, eta: 7:12:42, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1699, loss: 1.1699, grad_norm: 7.2193 2020-07-27 19:18:39,349 - mmaction - INFO - Epoch [90][3100/3757] lr: 2.000e-04, eta: 7:12:28, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.3900 2020-07-27 19:18:53,627 - mmaction - INFO - Epoch [90][3120/3757] lr: 2.000e-04, eta: 7:12:15, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8859, loss_cls: 1.2030, loss: 1.2030, grad_norm: 7.3348 2020-07-27 19:19:07,105 - mmaction - INFO - Epoch [90][3140/3757] lr: 2.000e-04, eta: 7:12:01, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.4926 2020-07-27 19:19:20,386 - mmaction - INFO - Epoch [90][3160/3757] lr: 2.000e-04, eta: 7:11:47, time: 0.665, data_time: 0.003, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.3614 2020-07-27 19:19:33,909 - mmaction - INFO - Epoch [90][3180/3757] lr: 2.000e-04, eta: 7:11:34, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1092, loss: 1.1092, grad_norm: 7.1428 2020-07-27 19:19:47,383 - mmaction - INFO - Epoch [90][3200/3757] lr: 2.000e-04, eta: 7:11:20, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2575, loss: 1.2575, grad_norm: 7.4453 2020-07-27 19:20:01,626 - mmaction - INFO - Epoch [90][3220/3757] lr: 2.000e-04, eta: 7:11:07, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.1931, loss: 1.1931, grad_norm: 7.1835 2020-07-27 19:20:14,716 - mmaction - INFO - Epoch [90][3240/3757] lr: 2.000e-04, eta: 7:10:53, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1693, loss: 1.1693, grad_norm: 7.1794 2020-07-27 19:20:28,818 - mmaction - INFO - Epoch [90][3260/3757] lr: 2.000e-04, eta: 7:10:40, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2242, loss: 1.2242, grad_norm: 7.3734 2020-07-27 19:20:42,512 - mmaction - INFO - Epoch [90][3280/3757] lr: 2.000e-04, eta: 7:10:26, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1764, loss: 1.1764, grad_norm: 7.1108 2020-07-27 19:20:56,688 - mmaction - INFO - Epoch [90][3300/3757] lr: 2.000e-04, eta: 7:10:13, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1019, loss: 1.1019, grad_norm: 7.1925 2020-07-27 19:21:10,322 - mmaction - INFO - Epoch [90][3320/3757] lr: 2.000e-04, eta: 7:09:59, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1372, loss: 1.1372, grad_norm: 7.0653 2020-07-27 19:21:24,068 - mmaction - INFO - Epoch [90][3340/3757] lr: 2.000e-04, eta: 7:09:45, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1831, loss: 1.1831, grad_norm: 7.2158 2020-07-27 19:21:38,211 - mmaction - INFO - Epoch [90][3360/3757] lr: 2.000e-04, eta: 7:09:32, time: 0.712, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1762, loss: 1.1762, grad_norm: 7.4953 2020-07-27 19:21:52,183 - mmaction - INFO - Epoch [90][3380/3757] lr: 2.000e-04, eta: 7:09:18, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.4468 2020-07-27 19:22:05,122 - mmaction - INFO - Epoch [90][3400/3757] lr: 2.000e-04, eta: 7:09:05, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.2683 2020-07-27 19:22:18,653 - mmaction - INFO - Epoch [90][3420/3757] lr: 2.000e-04, eta: 7:08:51, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2183, loss: 1.2183, grad_norm: 7.3635 2020-07-27 19:22:32,376 - mmaction - INFO - Epoch [90][3440/3757] lr: 2.000e-04, eta: 7:08:38, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2062, loss: 1.2062, grad_norm: 7.4131 2020-07-27 19:22:45,647 - mmaction - INFO - Epoch [90][3460/3757] lr: 2.000e-04, eta: 7:08:24, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.2221, loss: 1.2221, grad_norm: 7.3519 2020-07-27 19:22:59,725 - mmaction - INFO - Epoch [90][3480/3757] lr: 2.000e-04, eta: 7:08:10, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2223, loss: 1.2223, grad_norm: 7.4585 2020-07-27 19:23:13,458 - mmaction - INFO - Epoch [90][3500/3757] lr: 2.000e-04, eta: 7:07:57, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1475, loss: 1.1475, grad_norm: 7.3562 2020-07-27 19:23:26,695 - mmaction - INFO - Epoch [90][3520/3757] lr: 2.000e-04, eta: 7:07:43, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2283, loss: 1.2283, grad_norm: 7.3557 2020-07-27 19:23:40,382 - mmaction - INFO - Epoch [90][3540/3757] lr: 2.000e-04, eta: 7:07:30, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1811, loss: 1.1811, grad_norm: 7.3540 2020-07-27 19:23:53,849 - mmaction - INFO - Epoch [90][3560/3757] lr: 2.000e-04, eta: 7:07:16, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.1998, loss: 1.1998, grad_norm: 7.6826 2020-07-27 19:24:07,775 - mmaction - INFO - Epoch [90][3580/3757] lr: 2.000e-04, eta: 7:07:03, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1805, loss: 1.1805, grad_norm: 7.4506 2020-07-27 19:24:21,350 - mmaction - INFO - Epoch [90][3600/3757] lr: 2.000e-04, eta: 7:06:49, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.2109, loss: 1.2109, grad_norm: 7.1398 2020-07-27 19:24:34,870 - mmaction - INFO - Epoch [90][3620/3757] lr: 2.000e-04, eta: 7:06:35, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1572, loss: 1.1572, grad_norm: 7.2063 2020-07-27 19:24:48,006 - mmaction - INFO - Epoch [90][3640/3757] lr: 2.000e-04, eta: 7:06:22, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1579, loss: 1.1579, grad_norm: 7.3929 2020-07-27 19:25:01,525 - mmaction - INFO - Epoch [90][3660/3757] lr: 2.000e-04, eta: 7:06:08, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8852, loss_cls: 1.2584, loss: 1.2584, grad_norm: 7.7629 2020-07-27 19:25:14,830 - mmaction - INFO - Epoch [90][3680/3757] lr: 2.000e-04, eta: 7:05:55, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.2975, loss: 1.2975, grad_norm: 7.6234 2020-07-27 19:25:28,437 - mmaction - INFO - Epoch [90][3700/3757] lr: 2.000e-04, eta: 7:05:41, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2043, loss: 1.2043, grad_norm: 7.3519 2020-07-27 19:25:42,107 - mmaction - INFO - Epoch [90][3720/3757] lr: 2.000e-04, eta: 7:05:27, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2576, loss: 1.2576, grad_norm: 7.3174 2020-07-27 19:25:55,426 - mmaction - INFO - Epoch [90][3740/3757] lr: 2.000e-04, eta: 7:05:14, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1947, loss: 1.1947, grad_norm: 7.4093 2020-07-27 19:26:06,855 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-27 19:26:35,184 - mmaction - INFO - Epoch [91][20/3757] lr: 2.000e-04, eta: 7:04:49, time: 1.316, data_time: 0.697, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1198, loss: 1.1198, grad_norm: 7.0486 2020-07-27 19:26:47,831 - mmaction - INFO - Epoch [91][40/3757] lr: 2.000e-04, eta: 7:04:35, time: 0.631, data_time: 0.002, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1740, loss: 1.1740, grad_norm: 7.2104 2020-07-27 19:27:01,507 - mmaction - INFO - Epoch [91][60/3757] lr: 2.000e-04, eta: 7:04:22, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8664, loss_cls: 1.2564, loss: 1.2564, grad_norm: 7.2255 2020-07-27 19:27:15,093 - mmaction - INFO - Epoch [91][80/3757] lr: 2.000e-04, eta: 7:04:08, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8820, loss_cls: 1.1182, loss: 1.1182, grad_norm: 6.8611 2020-07-27 19:27:29,411 - mmaction - INFO - Epoch [91][100/3757] lr: 2.000e-04, eta: 7:03:55, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1582, loss: 1.1582, grad_norm: 7.5682 2020-07-27 19:27:41,981 - mmaction - INFO - Epoch [91][120/3757] lr: 2.000e-04, eta: 7:03:41, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.2345, loss: 1.2345, grad_norm: 7.1771 2020-07-27 19:27:55,496 - mmaction - INFO - Epoch [91][140/3757] lr: 2.000e-04, eta: 7:03:27, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.9909 2020-07-27 19:28:09,215 - mmaction - INFO - Epoch [91][160/3757] lr: 2.000e-04, eta: 7:03:14, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1261, loss: 1.1261, grad_norm: 7.2051 2020-07-27 19:28:22,246 - mmaction - INFO - Epoch [91][180/3757] lr: 2.000e-04, eta: 7:03:00, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.9958 2020-07-27 19:28:36,064 - mmaction - INFO - Epoch [91][200/3757] lr: 2.000e-04, eta: 7:02:47, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0740, loss: 1.0740, grad_norm: 7.1800 2020-07-27 19:28:49,155 - mmaction - INFO - Epoch [91][220/3757] lr: 2.000e-04, eta: 7:02:33, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1559, loss: 1.1559, grad_norm: 7.2781 2020-07-27 19:29:02,553 - mmaction - INFO - Epoch [91][240/3757] lr: 2.000e-04, eta: 7:02:19, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.9492 2020-07-27 19:29:15,890 - mmaction - INFO - Epoch [91][260/3757] lr: 2.000e-04, eta: 7:02:06, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.2168 2020-07-27 19:29:29,645 - mmaction - INFO - Epoch [91][280/3757] lr: 2.000e-04, eta: 7:01:52, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1069, loss: 1.1069, grad_norm: 7.0190 2020-07-27 19:29:42,735 - mmaction - INFO - Epoch [91][300/3757] lr: 2.000e-04, eta: 7:01:39, time: 0.654, data_time: 0.002, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.2435 2020-07-27 19:29:56,675 - mmaction - INFO - Epoch [91][320/3757] lr: 2.000e-04, eta: 7:01:25, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.1430, loss: 1.1430, grad_norm: 7.3216 2020-07-27 19:30:10,204 - mmaction - INFO - Epoch [91][340/3757] lr: 2.000e-04, eta: 7:01:11, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.9836 2020-07-27 19:30:23,646 - mmaction - INFO - Epoch [91][360/3757] lr: 2.000e-04, eta: 7:00:58, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1410, loss: 1.1410, grad_norm: 7.1436 2020-07-27 19:30:38,368 - mmaction - INFO - Epoch [91][380/3757] lr: 2.000e-04, eta: 7:00:44, time: 0.737, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1656, loss: 1.1656, grad_norm: 7.1824 2020-07-27 19:30:51,247 - mmaction - INFO - Epoch [91][400/3757] lr: 2.000e-04, eta: 7:00:31, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1819, loss: 1.1819, grad_norm: 7.2378 2020-07-27 19:31:05,013 - mmaction - INFO - Epoch [91][420/3757] lr: 2.000e-04, eta: 7:00:17, time: 0.689, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2212, loss: 1.2212, grad_norm: 7.6153 2020-07-27 19:31:18,190 - mmaction - INFO - Epoch [91][440/3757] lr: 2.000e-04, eta: 7:00:04, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.4126 2020-07-27 19:31:31,125 - mmaction - INFO - Epoch [91][460/3757] lr: 2.000e-04, eta: 6:59:50, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.2103, loss: 1.2103, grad_norm: 7.2868 2020-07-27 19:31:45,061 - mmaction - INFO - Epoch [91][480/3757] lr: 2.000e-04, eta: 6:59:36, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2165, loss: 1.2165, grad_norm: 7.2857 2020-07-27 19:31:58,403 - mmaction - INFO - Epoch [91][500/3757] lr: 2.000e-04, eta: 6:59:23, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1942, loss: 1.1942, grad_norm: 7.1878 2020-07-27 19:32:12,364 - mmaction - INFO - Epoch [91][520/3757] lr: 2.000e-04, eta: 6:59:09, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1960, loss: 1.1960, grad_norm: 7.1324 2020-07-27 19:32:25,321 - mmaction - INFO - Epoch [91][540/3757] lr: 2.000e-04, eta: 6:58:56, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1309, loss: 1.1309, grad_norm: 7.1058 2020-07-27 19:32:39,192 - mmaction - INFO - Epoch [91][560/3757] lr: 2.000e-04, eta: 6:58:42, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8688, loss_cls: 1.1520, loss: 1.1520, grad_norm: 7.0110 2020-07-27 19:32:52,861 - mmaction - INFO - Epoch [91][580/3757] lr: 2.000e-04, eta: 6:58:28, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1536, loss: 1.1536, grad_norm: 7.2774 2020-07-27 19:33:06,153 - mmaction - INFO - Epoch [91][600/3757] lr: 2.000e-04, eta: 6:58:15, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1547, loss: 1.1547, grad_norm: 7.0410 2020-07-27 19:33:19,725 - mmaction - INFO - Epoch [91][620/3757] lr: 2.000e-04, eta: 6:58:01, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1090, loss: 1.1090, grad_norm: 7.2360 2020-07-27 19:33:32,950 - mmaction - INFO - Epoch [91][640/3757] lr: 2.000e-04, eta: 6:57:48, time: 0.660, data_time: 0.002, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1749, loss: 1.1749, grad_norm: 7.3829 2020-07-27 19:33:46,580 - mmaction - INFO - Epoch [91][660/3757] lr: 2.000e-04, eta: 6:57:34, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.1739, loss: 1.1739, grad_norm: 7.4943 2020-07-27 19:33:59,842 - mmaction - INFO - Epoch [91][680/3757] lr: 2.000e-04, eta: 6:57:20, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2652, loss: 1.2652, grad_norm: 7.5768 2020-07-27 19:34:13,488 - mmaction - INFO - Epoch [91][700/3757] lr: 2.000e-04, eta: 6:57:07, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1844, loss: 1.1844, grad_norm: 7.4878 2020-07-27 19:34:26,359 - mmaction - INFO - Epoch [91][720/3757] lr: 2.000e-04, eta: 6:56:53, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.2510 2020-07-27 19:34:41,217 - mmaction - INFO - Epoch [91][740/3757] lr: 2.000e-04, eta: 6:56:40, time: 0.741, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2666, loss: 1.2666, grad_norm: 7.4941 2020-07-27 19:34:55,555 - mmaction - INFO - Epoch [91][760/3757] lr: 2.000e-04, eta: 6:56:26, time: 0.719, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2216, loss: 1.2216, grad_norm: 7.3267 2020-07-27 19:35:09,179 - mmaction - INFO - Epoch [91][780/3757] lr: 2.000e-04, eta: 6:56:13, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2276, loss: 1.2276, grad_norm: 7.3962 2020-07-27 19:35:23,922 - mmaction - INFO - Epoch [91][800/3757] lr: 2.000e-04, eta: 6:55:59, time: 0.740, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1580, loss: 1.1580, grad_norm: 7.1224 2020-07-27 19:35:37,271 - mmaction - INFO - Epoch [91][820/3757] lr: 2.000e-04, eta: 6:55:46, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1763, loss: 1.1763, grad_norm: 7.2982 2020-07-27 19:35:50,353 - mmaction - INFO - Epoch [91][840/3757] lr: 2.000e-04, eta: 6:55:32, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1815, loss: 1.1815, grad_norm: 7.2426 2020-07-27 19:36:04,029 - mmaction - INFO - Epoch [91][860/3757] lr: 2.000e-04, eta: 6:55:19, time: 0.684, data_time: 0.002, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.2027 2020-07-27 19:36:17,694 - mmaction - INFO - Epoch [91][880/3757] lr: 2.000e-04, eta: 6:55:05, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.4451 2020-07-27 19:36:30,601 - mmaction - INFO - Epoch [91][900/3757] lr: 2.000e-04, eta: 6:54:51, time: 0.646, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.3367 2020-07-27 19:36:43,740 - mmaction - INFO - Epoch [91][920/3757] lr: 2.000e-04, eta: 6:54:38, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.3453 2020-07-27 19:36:57,644 - mmaction - INFO - Epoch [91][940/3757] lr: 2.000e-04, eta: 6:54:24, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1056, loss: 1.1056, grad_norm: 7.0007 2020-07-27 19:37:10,550 - mmaction - INFO - Epoch [91][960/3757] lr: 2.000e-04, eta: 6:54:10, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1042, loss: 1.1042, grad_norm: 7.1513 2020-07-27 19:37:24,819 - mmaction - INFO - Epoch [91][980/3757] lr: 2.000e-04, eta: 6:53:57, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.3186, loss: 1.3186, grad_norm: 7.6492 2020-07-27 19:37:37,902 - mmaction - INFO - Epoch [91][1000/3757] lr: 2.000e-04, eta: 6:53:43, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.3930 2020-07-27 19:37:50,869 - mmaction - INFO - Epoch [91][1020/3757] lr: 2.000e-04, eta: 6:53:30, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.5494 2020-07-27 19:38:03,992 - mmaction - INFO - Epoch [91][1040/3757] lr: 2.000e-04, eta: 6:53:16, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1519, loss: 1.1519, grad_norm: 7.1536 2020-07-27 19:38:17,140 - mmaction - INFO - Epoch [91][1060/3757] lr: 2.000e-04, eta: 6:53:02, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.3227 2020-07-27 19:38:30,518 - mmaction - INFO - Epoch [91][1080/3757] lr: 2.000e-04, eta: 6:52:49, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1473, loss: 1.1473, grad_norm: 7.1793 2020-07-27 19:38:43,760 - mmaction - INFO - Epoch [91][1100/3757] lr: 2.000e-04, eta: 6:52:35, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1967, loss: 1.1967, grad_norm: 7.3417 2020-07-27 19:38:57,683 - mmaction - INFO - Epoch [91][1120/3757] lr: 2.000e-04, eta: 6:52:22, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1790, loss: 1.1790, grad_norm: 7.2404 2020-07-27 19:39:10,440 - mmaction - INFO - Epoch [91][1140/3757] lr: 2.000e-04, eta: 6:52:08, time: 0.641, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2721, loss: 1.2721, grad_norm: 7.4853 2020-07-27 19:39:24,221 - mmaction - INFO - Epoch [91][1160/3757] lr: 2.000e-04, eta: 6:51:54, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1235, loss: 1.1235, grad_norm: 7.1505 2020-07-27 19:39:37,638 - mmaction - INFO - Epoch [91][1180/3757] lr: 2.000e-04, eta: 6:51:41, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.2021, loss: 1.2021, grad_norm: 7.3669 2020-07-27 19:39:50,985 - mmaction - INFO - Epoch [91][1200/3757] lr: 2.000e-04, eta: 6:51:27, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8820, loss_cls: 1.1254, loss: 1.1254, grad_norm: 7.0137 2020-07-27 19:40:05,661 - mmaction - INFO - Epoch [91][1220/3757] lr: 2.000e-04, eta: 6:51:14, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2590, loss: 1.2590, grad_norm: 7.4631 2020-07-27 19:40:18,490 - mmaction - INFO - Epoch [91][1240/3757] lr: 2.000e-04, eta: 6:51:00, time: 0.641, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2273, loss: 1.2273, grad_norm: 7.5382 2020-07-27 19:40:32,264 - mmaction - INFO - Epoch [91][1260/3757] lr: 2.000e-04, eta: 6:50:47, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.3414 2020-07-27 19:40:46,448 - mmaction - INFO - Epoch [91][1280/3757] lr: 2.000e-04, eta: 6:50:33, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1662, loss: 1.1662, grad_norm: 7.2647 2020-07-27 19:41:00,243 - mmaction - INFO - Epoch [91][1300/3757] lr: 2.000e-04, eta: 6:50:20, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.2016, loss: 1.2016, grad_norm: 7.2061 2020-07-27 19:41:12,980 - mmaction - INFO - Epoch [91][1320/3757] lr: 2.000e-04, eta: 6:50:06, time: 0.640, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0862, loss: 1.0862, grad_norm: 7.0412 2020-07-27 19:41:27,021 - mmaction - INFO - Epoch [91][1340/3757] lr: 2.000e-04, eta: 6:49:52, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1814, loss: 1.1814, grad_norm: 7.0338 2020-07-27 19:41:41,019 - mmaction - INFO - Epoch [91][1360/3757] lr: 2.000e-04, eta: 6:49:39, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.2879, loss: 1.2879, grad_norm: 7.6525 2020-07-27 19:41:53,841 - mmaction - INFO - Epoch [91][1380/3757] lr: 2.000e-04, eta: 6:49:25, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.1975, loss: 1.1975, grad_norm: 7.1005 2020-07-27 19:42:07,411 - mmaction - INFO - Epoch [91][1400/3757] lr: 2.000e-04, eta: 6:49:12, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.2142 2020-07-27 19:42:21,077 - mmaction - INFO - Epoch [91][1420/3757] lr: 2.000e-04, eta: 6:48:58, time: 0.681, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1790, loss: 1.1790, grad_norm: 7.2525 2020-07-27 19:42:34,381 - mmaction - INFO - Epoch [91][1440/3757] lr: 2.000e-04, eta: 6:48:44, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8977, loss_cls: 1.1609, loss: 1.1609, grad_norm: 7.4209 2020-07-27 19:42:47,255 - mmaction - INFO - Epoch [91][1460/3757] lr: 2.000e-04, eta: 6:48:31, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.2088, loss: 1.2088, grad_norm: 7.5564 2020-07-27 19:43:00,647 - mmaction - INFO - Epoch [91][1480/3757] lr: 2.000e-04, eta: 6:48:17, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2565, loss: 1.2565, grad_norm: 7.6367 2020-07-27 19:43:13,770 - mmaction - INFO - Epoch [91][1500/3757] lr: 2.000e-04, eta: 6:48:04, time: 0.656, data_time: 0.002, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2343, loss: 1.2343, grad_norm: 7.5177 2020-07-27 19:43:26,832 - mmaction - INFO - Epoch [91][1520/3757] lr: 2.000e-04, eta: 6:47:50, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.9534 2020-07-27 19:43:41,126 - mmaction - INFO - Epoch [91][1540/3757] lr: 2.000e-04, eta: 6:47:36, time: 0.718, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2127, loss: 1.2127, grad_norm: 7.4174 2020-07-27 19:43:53,819 - mmaction - INFO - Epoch [91][1560/3757] lr: 2.000e-04, eta: 6:47:23, time: 0.635, data_time: 0.002, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8617, loss_cls: 1.2300, loss: 1.2300, grad_norm: 7.1170 2020-07-27 19:44:07,722 - mmaction - INFO - Epoch [91][1580/3757] lr: 2.000e-04, eta: 6:47:09, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2284, loss: 1.2284, grad_norm: 7.2561 2020-07-27 19:44:21,214 - mmaction - INFO - Epoch [91][1600/3757] lr: 2.000e-04, eta: 6:46:56, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.0237 2020-07-27 19:44:34,863 - mmaction - INFO - Epoch [91][1620/3757] lr: 2.000e-04, eta: 6:46:42, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1915, loss: 1.1915, grad_norm: 7.4911 2020-07-27 19:44:47,747 - mmaction - INFO - Epoch [91][1640/3757] lr: 2.000e-04, eta: 6:46:28, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.1974, loss: 1.1974, grad_norm: 7.3846 2020-07-27 19:45:01,410 - mmaction - INFO - Epoch [91][1660/3757] lr: 2.000e-04, eta: 6:46:15, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.3457 2020-07-27 19:45:14,902 - mmaction - INFO - Epoch [91][1680/3757] lr: 2.000e-04, eta: 6:46:01, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1862, loss: 1.1862, grad_norm: 7.1769 2020-07-27 19:45:28,102 - mmaction - INFO - Epoch [91][1700/3757] lr: 2.000e-04, eta: 6:45:48, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1435, loss: 1.1435, grad_norm: 7.2757 2020-07-27 19:45:41,438 - mmaction - INFO - Epoch [91][1720/3757] lr: 2.000e-04, eta: 6:45:34, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.2930, loss: 1.2930, grad_norm: 7.6034 2020-07-27 19:45:55,016 - mmaction - INFO - Epoch [91][1740/3757] lr: 2.000e-04, eta: 6:45:20, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2041, loss: 1.2041, grad_norm: 7.2721 2020-07-27 19:46:09,301 - mmaction - INFO - Epoch [91][1760/3757] lr: 2.000e-04, eta: 6:45:07, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.4164 2020-07-27 19:46:22,448 - mmaction - INFO - Epoch [91][1780/3757] lr: 2.000e-04, eta: 6:44:53, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.1609 2020-07-27 19:46:35,654 - mmaction - INFO - Epoch [91][1800/3757] lr: 2.000e-04, eta: 6:44:40, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.9017 2020-07-27 19:46:48,954 - mmaction - INFO - Epoch [91][1820/3757] lr: 2.000e-04, eta: 6:44:26, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.1924, loss: 1.1924, grad_norm: 7.1869 2020-07-27 19:47:02,490 - mmaction - INFO - Epoch [91][1840/3757] lr: 2.000e-04, eta: 6:44:13, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1866, loss: 1.1866, grad_norm: 7.2375 2020-07-27 19:47:15,460 - mmaction - INFO - Epoch [91][1860/3757] lr: 2.000e-04, eta: 6:43:59, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.9807 2020-07-27 19:47:29,073 - mmaction - INFO - Epoch [91][1880/3757] lr: 2.000e-04, eta: 6:43:45, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3002, loss: 1.3002, grad_norm: 7.5704 2020-07-27 19:47:42,807 - mmaction - INFO - Epoch [91][1900/3757] lr: 2.000e-04, eta: 6:43:32, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1308, loss: 1.1308, grad_norm: 7.1212 2020-07-27 19:47:56,183 - mmaction - INFO - Epoch [91][1920/3757] lr: 2.000e-04, eta: 6:43:18, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1336, loss: 1.1336, grad_norm: 7.0277 2020-07-27 19:48:11,191 - mmaction - INFO - Epoch [91][1940/3757] lr: 2.000e-04, eta: 6:43:05, time: 0.751, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.2492 2020-07-27 19:48:23,869 - mmaction - INFO - Epoch [91][1960/3757] lr: 2.000e-04, eta: 6:42:51, time: 0.634, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8766, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.2593 2020-07-27 19:48:38,651 - mmaction - INFO - Epoch [91][1980/3757] lr: 2.000e-04, eta: 6:42:38, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.3468 2020-07-27 19:48:51,724 - mmaction - INFO - Epoch [91][2000/3757] lr: 2.000e-04, eta: 6:42:24, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.4816 2020-07-27 19:49:05,206 - mmaction - INFO - Epoch [91][2020/3757] lr: 2.000e-04, eta: 6:42:10, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.2252, loss: 1.2252, grad_norm: 7.4499 2020-07-27 19:49:18,849 - mmaction - INFO - Epoch [91][2040/3757] lr: 2.000e-04, eta: 6:41:57, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1415, loss: 1.1415, grad_norm: 7.2393 2020-07-27 19:49:32,691 - mmaction - INFO - Epoch [91][2060/3757] lr: 2.000e-04, eta: 6:41:43, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1352, loss: 1.1352, grad_norm: 7.1283 2020-07-27 19:49:46,371 - mmaction - INFO - Epoch [91][2080/3757] lr: 2.000e-04, eta: 6:41:30, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.3653 2020-07-27 19:49:59,822 - mmaction - INFO - Epoch [91][2100/3757] lr: 2.000e-04, eta: 6:41:16, time: 0.672, data_time: 0.003, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1436, loss: 1.1436, grad_norm: 7.1396 2020-07-27 19:50:13,739 - mmaction - INFO - Epoch [91][2120/3757] lr: 2.000e-04, eta: 6:41:03, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.2069, loss: 1.2069, grad_norm: 7.4066 2020-07-27 19:50:27,486 - mmaction - INFO - Epoch [91][2140/3757] lr: 2.000e-04, eta: 6:40:49, time: 0.689, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2169, loss: 1.2169, grad_norm: 7.5145 2020-07-27 19:50:40,608 - mmaction - INFO - Epoch [91][2160/3757] lr: 2.000e-04, eta: 6:40:35, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2132, loss: 1.2132, grad_norm: 7.2251 2020-07-27 19:50:54,925 - mmaction - INFO - Epoch [91][2180/3757] lr: 2.000e-04, eta: 6:40:22, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8914, loss_cls: 1.0999, loss: 1.0999, grad_norm: 7.0954 2020-07-27 19:51:08,057 - mmaction - INFO - Epoch [91][2200/3757] lr: 2.000e-04, eta: 6:40:08, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1832, loss: 1.1832, grad_norm: 7.4744 2020-07-27 19:51:21,935 - mmaction - INFO - Epoch [91][2220/3757] lr: 2.000e-04, eta: 6:39:55, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.2070, loss: 1.2070, grad_norm: 7.3015 2020-07-27 19:51:35,220 - mmaction - INFO - Epoch [91][2240/3757] lr: 2.000e-04, eta: 6:39:41, time: 0.661, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8812, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.9747 2020-07-27 19:51:49,664 - mmaction - INFO - Epoch [91][2260/3757] lr: 2.000e-04, eta: 6:39:28, time: 0.724, data_time: 0.008, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.9817 2020-07-27 19:52:03,124 - mmaction - INFO - Epoch [91][2280/3757] lr: 2.000e-04, eta: 6:39:14, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.3755 2020-07-27 19:52:17,576 - mmaction - INFO - Epoch [91][2300/3757] lr: 2.000e-04, eta: 6:39:01, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2423, loss: 1.2423, grad_norm: 7.3220 2020-07-27 19:52:31,894 - mmaction - INFO - Epoch [91][2320/3757] lr: 2.000e-04, eta: 6:38:47, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1159, loss: 1.1159, grad_norm: 7.0021 2020-07-27 19:52:45,392 - mmaction - INFO - Epoch [91][2340/3757] lr: 2.000e-04, eta: 6:38:34, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1932, loss: 1.1932, grad_norm: 7.2931 2020-07-27 19:52:59,413 - mmaction - INFO - Epoch [91][2360/3757] lr: 2.000e-04, eta: 6:38:20, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.8724 2020-07-27 19:53:14,428 - mmaction - INFO - Epoch [91][2380/3757] lr: 2.000e-04, eta: 6:38:07, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1730, loss: 1.1730, grad_norm: 7.2591 2020-07-27 19:53:28,708 - mmaction - INFO - Epoch [91][2400/3757] lr: 2.000e-04, eta: 6:37:53, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1813, loss: 1.1813, grad_norm: 7.2493 2020-07-27 19:53:42,061 - mmaction - INFO - Epoch [91][2420/3757] lr: 2.000e-04, eta: 6:37:39, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.1417, loss: 1.1417, grad_norm: 7.4364 2020-07-27 19:53:55,705 - mmaction - INFO - Epoch [91][2440/3757] lr: 2.000e-04, eta: 6:37:26, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1831, loss: 1.1831, grad_norm: 7.5669 2020-07-27 19:54:09,836 - mmaction - INFO - Epoch [91][2460/3757] lr: 2.000e-04, eta: 6:37:12, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1725, loss: 1.1725, grad_norm: 7.2709 2020-07-27 19:54:23,656 - mmaction - INFO - Epoch [91][2480/3757] lr: 2.000e-04, eta: 6:36:59, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1495, loss: 1.1495, grad_norm: 7.1556 2020-07-27 19:54:37,691 - mmaction - INFO - Epoch [91][2500/3757] lr: 2.000e-04, eta: 6:36:45, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.1947, loss: 1.1947, grad_norm: 7.3699 2020-07-27 19:54:52,101 - mmaction - INFO - Epoch [91][2520/3757] lr: 2.000e-04, eta: 6:36:32, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.2091, loss: 1.2091, grad_norm: 7.2077 2020-07-27 19:55:05,777 - mmaction - INFO - Epoch [91][2540/3757] lr: 2.000e-04, eta: 6:36:18, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2136, loss: 1.2136, grad_norm: 7.3604 2020-07-27 19:55:20,896 - mmaction - INFO - Epoch [91][2560/3757] lr: 2.000e-04, eta: 6:36:05, time: 0.757, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2279, loss: 1.2279, grad_norm: 7.3792 2020-07-27 19:55:34,872 - mmaction - INFO - Epoch [91][2580/3757] lr: 2.000e-04, eta: 6:35:51, time: 0.698, data_time: 0.003, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1802, loss: 1.1802, grad_norm: 7.5057 2020-07-27 19:55:49,419 - mmaction - INFO - Epoch [91][2600/3757] lr: 2.000e-04, eta: 6:35:38, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2201, loss: 1.2201, grad_norm: 7.2051 2020-07-27 19:56:03,469 - mmaction - INFO - Epoch [91][2620/3757] lr: 2.000e-04, eta: 6:35:24, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1576, loss: 1.1576, grad_norm: 7.0310 2020-07-27 19:56:17,594 - mmaction - INFO - Epoch [91][2640/3757] lr: 2.000e-04, eta: 6:35:11, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2464, loss: 1.2464, grad_norm: 7.5829 2020-07-27 19:56:32,276 - mmaction - INFO - Epoch [91][2660/3757] lr: 2.000e-04, eta: 6:34:57, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1715, loss: 1.1715, grad_norm: 7.3125 2020-07-27 19:56:46,277 - mmaction - INFO - Epoch [91][2680/3757] lr: 2.000e-04, eta: 6:34:44, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.2532 2020-07-27 19:57:00,502 - mmaction - INFO - Epoch [91][2700/3757] lr: 2.000e-04, eta: 6:34:30, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0925, loss: 1.0925, grad_norm: 7.3219 2020-07-27 19:57:14,741 - mmaction - INFO - Epoch [91][2720/3757] lr: 2.000e-04, eta: 6:34:17, time: 0.707, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1442, loss: 1.1442, grad_norm: 7.2769 2020-07-27 19:57:29,437 - mmaction - INFO - Epoch [91][2740/3757] lr: 2.000e-04, eta: 6:34:03, time: 0.740, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1397, loss: 1.1397, grad_norm: 7.0838 2020-07-27 19:57:43,365 - mmaction - INFO - Epoch [91][2760/3757] lr: 2.000e-04, eta: 6:33:50, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2029, loss: 1.2029, grad_norm: 7.3715 2020-07-27 19:57:57,783 - mmaction - INFO - Epoch [91][2780/3757] lr: 2.000e-04, eta: 6:33:36, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1307, loss: 1.1307, grad_norm: 7.2575 2020-07-27 19:58:11,552 - mmaction - INFO - Epoch [91][2800/3757] lr: 2.000e-04, eta: 6:33:23, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1242, loss: 1.1242, grad_norm: 7.2771 2020-07-27 19:58:26,132 - mmaction - INFO - Epoch [91][2820/3757] lr: 2.000e-04, eta: 6:33:09, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.4026 2020-07-27 19:58:40,460 - mmaction - INFO - Epoch [91][2840/3757] lr: 2.000e-04, eta: 6:32:56, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.2211 2020-07-27 19:58:54,821 - mmaction - INFO - Epoch [91][2860/3757] lr: 2.000e-04, eta: 6:32:42, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1771, loss: 1.1771, grad_norm: 7.3933 2020-07-27 19:59:10,666 - mmaction - INFO - Epoch [91][2880/3757] lr: 2.000e-04, eta: 6:32:29, time: 0.793, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2167, loss: 1.2167, grad_norm: 7.2511 2020-07-27 19:59:25,147 - mmaction - INFO - Epoch [91][2900/3757] lr: 2.000e-04, eta: 6:32:15, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2362, loss: 1.2362, grad_norm: 7.2908 2020-07-27 19:59:39,391 - mmaction - INFO - Epoch [91][2920/3757] lr: 2.000e-04, eta: 6:32:02, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1611, loss: 1.1611, grad_norm: 7.1080 2020-07-27 19:59:53,881 - mmaction - INFO - Epoch [91][2940/3757] lr: 2.000e-04, eta: 6:31:48, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6680, top5_acc: 0.8750, loss_cls: 1.2842, loss: 1.2842, grad_norm: 7.7790 2020-07-27 20:00:11,698 - mmaction - INFO - Epoch [91][2960/3757] lr: 2.000e-04, eta: 6:31:35, time: 0.888, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2558, loss: 1.2558, grad_norm: 7.4543 2020-07-27 20:00:25,019 - mmaction - INFO - Epoch [91][2980/3757] lr: 2.000e-04, eta: 6:31:22, time: 0.668, data_time: 0.009, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1839, loss: 1.1839, grad_norm: 7.1825 2020-07-27 20:00:40,006 - mmaction - INFO - Epoch [91][3000/3757] lr: 2.000e-04, eta: 6:31:08, time: 0.749, data_time: 0.003, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.2987, loss: 1.2987, grad_norm: 7.2615 2020-07-27 20:00:53,959 - mmaction - INFO - Epoch [91][3020/3757] lr: 2.000e-04, eta: 6:30:55, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1208, loss: 1.1208, grad_norm: 7.1159 2020-07-27 20:01:08,844 - mmaction - INFO - Epoch [91][3040/3757] lr: 2.000e-04, eta: 6:30:41, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3123, loss: 1.3123, grad_norm: 7.5533 2020-07-27 20:01:23,490 - mmaction - INFO - Epoch [91][3060/3757] lr: 2.000e-04, eta: 6:30:28, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1187, loss: 1.1187, grad_norm: 7.1424 2020-07-27 20:01:37,591 - mmaction - INFO - Epoch [91][3080/3757] lr: 2.000e-04, eta: 6:30:14, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1865, loss: 1.1865, grad_norm: 7.3007 2020-07-27 20:01:53,177 - mmaction - INFO - Epoch [91][3100/3757] lr: 2.000e-04, eta: 6:30:01, time: 0.781, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2141, loss: 1.2141, grad_norm: 7.3072 2020-07-27 20:02:07,787 - mmaction - INFO - Epoch [91][3120/3757] lr: 2.000e-04, eta: 6:29:47, time: 0.730, data_time: 0.003, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.1409 2020-07-27 20:02:23,151 - mmaction - INFO - Epoch [91][3140/3757] lr: 2.000e-04, eta: 6:29:34, time: 0.769, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2567, loss: 1.2567, grad_norm: 7.3525 2020-07-27 20:02:38,201 - mmaction - INFO - Epoch [91][3160/3757] lr: 2.000e-04, eta: 6:29:21, time: 0.751, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2402, loss: 1.2402, grad_norm: 7.4567 2020-07-27 20:02:52,448 - mmaction - INFO - Epoch [91][3180/3757] lr: 2.000e-04, eta: 6:29:07, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2150, loss: 1.2150, grad_norm: 7.3578 2020-07-27 20:03:07,433 - mmaction - INFO - Epoch [91][3200/3757] lr: 2.000e-04, eta: 6:28:54, time: 0.746, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.4801 2020-07-27 20:03:21,998 - mmaction - INFO - Epoch [91][3220/3757] lr: 2.000e-04, eta: 6:28:40, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2500, loss: 1.2500, grad_norm: 7.5290 2020-07-27 20:03:36,804 - mmaction - INFO - Epoch [91][3240/3757] lr: 2.000e-04, eta: 6:28:27, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1540, loss: 1.1540, grad_norm: 7.0634 2020-07-27 20:03:50,872 - mmaction - INFO - Epoch [91][3260/3757] lr: 2.000e-04, eta: 6:28:13, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2309, loss: 1.2309, grad_norm: 7.4673 2020-07-27 20:04:05,924 - mmaction - INFO - Epoch [91][3280/3757] lr: 2.000e-04, eta: 6:28:00, time: 0.749, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1977, loss: 1.1977, grad_norm: 7.2259 2020-07-27 20:04:20,451 - mmaction - INFO - Epoch [91][3300/3757] lr: 2.000e-04, eta: 6:27:46, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.3563 2020-07-27 20:04:35,063 - mmaction - INFO - Epoch [91][3320/3757] lr: 2.000e-04, eta: 6:27:33, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1567, loss: 1.1567, grad_norm: 7.1348 2020-07-27 20:04:50,125 - mmaction - INFO - Epoch [91][3340/3757] lr: 2.000e-04, eta: 6:27:19, time: 0.758, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.1176, loss: 1.1176, grad_norm: 7.0182 2020-07-27 20:05:04,685 - mmaction - INFO - Epoch [91][3360/3757] lr: 2.000e-04, eta: 6:27:06, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1897, loss: 1.1897, grad_norm: 7.3114 2020-07-27 20:05:18,974 - mmaction - INFO - Epoch [91][3380/3757] lr: 2.000e-04, eta: 6:26:52, time: 0.715, data_time: 0.002, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.1877, loss: 1.1877, grad_norm: 7.2680 2020-07-27 20:05:33,669 - mmaction - INFO - Epoch [91][3400/3757] lr: 2.000e-04, eta: 6:26:39, time: 0.733, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8695, loss_cls: 1.1977, loss: 1.1977, grad_norm: 7.3504 2020-07-27 20:05:48,026 - mmaction - INFO - Epoch [91][3420/3757] lr: 2.000e-04, eta: 6:26:25, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2023, loss: 1.2023, grad_norm: 7.5524 2020-07-27 20:06:03,092 - mmaction - INFO - Epoch [91][3440/3757] lr: 2.000e-04, eta: 6:26:12, time: 0.754, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1668, loss: 1.1668, grad_norm: 7.3270 2020-07-27 20:06:17,375 - mmaction - INFO - Epoch [91][3460/3757] lr: 2.000e-04, eta: 6:25:58, time: 0.713, data_time: 0.001, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2397, loss: 1.2397, grad_norm: 7.2226 2020-07-27 20:06:31,511 - mmaction - INFO - Epoch [91][3480/3757] lr: 2.000e-04, eta: 6:25:45, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.1932, loss: 1.1932, grad_norm: 7.3949 2020-07-27 20:06:46,638 - mmaction - INFO - Epoch [91][3500/3757] lr: 2.000e-04, eta: 6:25:31, time: 0.758, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.4537 2020-07-27 20:07:00,957 - mmaction - INFO - Epoch [91][3520/3757] lr: 2.000e-04, eta: 6:25:18, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2688, loss: 1.2688, grad_norm: 7.5168 2020-07-27 20:07:15,282 - mmaction - INFO - Epoch [91][3540/3757] lr: 2.000e-04, eta: 6:25:04, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2109, loss: 1.2109, grad_norm: 7.2840 2020-07-27 20:07:29,803 - mmaction - INFO - Epoch [91][3560/3757] lr: 2.000e-04, eta: 6:24:51, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1678, loss: 1.1678, grad_norm: 7.2365 2020-07-27 20:07:45,288 - mmaction - INFO - Epoch [91][3580/3757] lr: 2.000e-04, eta: 6:24:38, time: 0.776, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1673, loss: 1.1673, grad_norm: 7.4368 2020-07-27 20:07:59,609 - mmaction - INFO - Epoch [91][3600/3757] lr: 2.000e-04, eta: 6:24:24, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1284, loss: 1.1284, grad_norm: 7.3094 2020-07-27 20:08:14,206 - mmaction - INFO - Epoch [91][3620/3757] lr: 2.000e-04, eta: 6:24:11, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2134, loss: 1.2134, grad_norm: 7.3127 2020-07-27 20:08:28,912 - mmaction - INFO - Epoch [91][3640/3757] lr: 2.000e-04, eta: 6:23:57, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.3708 2020-07-27 20:08:43,335 - mmaction - INFO - Epoch [91][3660/3757] lr: 2.000e-04, eta: 6:23:44, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1331, loss: 1.1331, grad_norm: 7.2847 2020-07-27 20:08:58,850 - mmaction - INFO - Epoch [91][3680/3757] lr: 2.000e-04, eta: 6:23:30, time: 0.778, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1923, loss: 1.1923, grad_norm: 7.3280 2020-07-27 20:09:12,836 - mmaction - INFO - Epoch [91][3700/3757] lr: 2.000e-04, eta: 6:23:17, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1253, loss: 1.1253, grad_norm: 7.1967 2020-07-27 20:09:27,115 - mmaction - INFO - Epoch [91][3720/3757] lr: 2.000e-04, eta: 6:23:03, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2567, loss: 1.2567, grad_norm: 7.5741 2020-07-27 20:09:42,707 - mmaction - INFO - Epoch [91][3740/3757] lr: 2.000e-04, eta: 6:22:50, time: 0.777, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8852, loss_cls: 1.0950, loss: 1.0950, grad_norm: 6.8669 2020-07-27 20:09:54,296 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-07-27 20:10:21,248 - mmaction - INFO - Epoch [92][20/3757] lr: 2.000e-04, eta: 6:22:25, time: 1.275, data_time: 0.640, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.4678 2020-07-27 20:10:34,009 - mmaction - INFO - Epoch [92][40/3757] lr: 2.000e-04, eta: 6:22:11, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.1792 2020-07-27 20:10:48,237 - mmaction - INFO - Epoch [92][60/3757] lr: 2.000e-04, eta: 6:21:58, time: 0.710, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2552, loss: 1.2552, grad_norm: 7.4588 2020-07-27 20:11:02,431 - mmaction - INFO - Epoch [92][80/3757] lr: 2.000e-04, eta: 6:21:44, time: 0.711, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2133, loss: 1.2133, grad_norm: 7.2945 2020-07-27 20:11:16,437 - mmaction - INFO - Epoch [92][100/3757] lr: 2.000e-04, eta: 6:21:31, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1830, loss: 1.1830, grad_norm: 7.2273 2020-07-27 20:11:30,746 - mmaction - INFO - Epoch [92][120/3757] lr: 2.000e-04, eta: 6:21:17, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1664, loss: 1.1664, grad_norm: 7.1564 2020-07-27 20:11:45,884 - mmaction - INFO - Epoch [92][140/3757] lr: 2.000e-04, eta: 6:21:04, time: 0.757, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1598, loss: 1.1598, grad_norm: 7.1971 2020-07-27 20:11:59,854 - mmaction - INFO - Epoch [92][160/3757] lr: 2.000e-04, eta: 6:20:50, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2194, loss: 1.2194, grad_norm: 7.5222 2020-07-27 20:12:14,649 - mmaction - INFO - Epoch [92][180/3757] lr: 2.000e-04, eta: 6:20:37, time: 0.739, data_time: 0.002, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1940, loss: 1.1940, grad_norm: 7.3725 2020-07-27 20:12:29,154 - mmaction - INFO - Epoch [92][200/3757] lr: 2.000e-04, eta: 6:20:23, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.0953, loss: 1.0953, grad_norm: 7.1312 2020-07-27 20:12:43,696 - mmaction - INFO - Epoch [92][220/3757] lr: 2.000e-04, eta: 6:20:10, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1585, loss: 1.1585, grad_norm: 7.2303 2020-07-27 20:12:57,600 - mmaction - INFO - Epoch [92][240/3757] lr: 2.000e-04, eta: 6:19:56, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8750, loss_cls: 1.1665, loss: 1.1665, grad_norm: 7.1031 2020-07-27 20:13:13,496 - mmaction - INFO - Epoch [92][260/3757] lr: 2.000e-04, eta: 6:19:43, time: 0.795, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1566, loss: 1.1566, grad_norm: 7.1234 2020-07-27 20:13:26,591 - mmaction - INFO - Epoch [92][280/3757] lr: 2.000e-04, eta: 6:19:29, time: 0.657, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2381, loss: 1.2381, grad_norm: 7.3388 2020-07-27 20:13:39,921 - mmaction - INFO - Epoch [92][300/3757] lr: 2.000e-04, eta: 6:19:15, time: 0.667, data_time: 0.001, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2209, loss: 1.2209, grad_norm: 7.3527 2020-07-27 20:13:53,723 - mmaction - INFO - Epoch [92][320/3757] lr: 2.000e-04, eta: 6:19:02, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1398, loss: 1.1398, grad_norm: 7.0518 2020-07-27 20:14:07,911 - mmaction - INFO - Epoch [92][340/3757] lr: 2.000e-04, eta: 6:18:48, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.1268, loss: 1.1268, grad_norm: 7.3125 2020-07-27 20:14:21,754 - mmaction - INFO - Epoch [92][360/3757] lr: 2.000e-04, eta: 6:18:35, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2081, loss: 1.2081, grad_norm: 7.3880 2020-07-27 20:14:36,501 - mmaction - INFO - Epoch [92][380/3757] lr: 2.000e-04, eta: 6:18:21, time: 0.734, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1628, loss: 1.1628, grad_norm: 7.2964 2020-07-27 20:14:50,001 - mmaction - INFO - Epoch [92][400/3757] lr: 2.000e-04, eta: 6:18:08, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2062, loss: 1.2062, grad_norm: 7.2778 2020-07-27 20:15:03,455 - mmaction - INFO - Epoch [92][420/3757] lr: 2.000e-04, eta: 6:17:54, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1908, loss: 1.1908, grad_norm: 7.2458 2020-07-27 20:15:17,416 - mmaction - INFO - Epoch [92][440/3757] lr: 2.000e-04, eta: 6:17:41, time: 0.698, data_time: 0.002, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1426, loss: 1.1426, grad_norm: 7.1693 2020-07-27 20:15:31,917 - mmaction - INFO - Epoch [92][460/3757] lr: 2.000e-04, eta: 6:17:27, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2195, loss: 1.2195, grad_norm: 7.3060 2020-07-27 20:15:45,566 - mmaction - INFO - Epoch [92][480/3757] lr: 2.000e-04, eta: 6:17:14, time: 0.682, data_time: 0.002, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1654, loss: 1.1654, grad_norm: 7.3588 2020-07-27 20:16:00,750 - mmaction - INFO - Epoch [92][500/3757] lr: 2.000e-04, eta: 6:17:00, time: 0.760, data_time: 0.002, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1403, loss: 1.1403, grad_norm: 7.2443 2020-07-27 20:16:13,743 - mmaction - INFO - Epoch [92][520/3757] lr: 2.000e-04, eta: 6:16:47, time: 0.649, data_time: 0.002, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1457, loss: 1.1457, grad_norm: 7.2889 2020-07-27 20:16:27,553 - mmaction - INFO - Epoch [92][540/3757] lr: 2.000e-04, eta: 6:16:33, time: 0.690, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2278, loss: 1.2278, grad_norm: 7.3048 2020-07-27 20:16:41,297 - mmaction - INFO - Epoch [92][560/3757] lr: 2.000e-04, eta: 6:16:19, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.0754 2020-07-27 20:16:55,263 - mmaction - INFO - Epoch [92][580/3757] lr: 2.000e-04, eta: 6:16:06, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.2089 2020-07-27 20:17:10,151 - mmaction - INFO - Epoch [92][600/3757] lr: 2.000e-04, eta: 6:15:52, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.1983, loss: 1.1983, grad_norm: 7.5097 2020-07-27 20:17:23,029 - mmaction - INFO - Epoch [92][620/3757] lr: 2.000e-04, eta: 6:15:39, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1440, loss: 1.1440, grad_norm: 7.1714 2020-07-27 20:17:36,814 - mmaction - INFO - Epoch [92][640/3757] lr: 2.000e-04, eta: 6:15:25, time: 0.688, data_time: 0.001, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2231, loss: 1.2231, grad_norm: 7.2165 2020-07-27 20:17:50,422 - mmaction - INFO - Epoch [92][660/3757] lr: 2.000e-04, eta: 6:15:12, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1045, loss: 1.1045, grad_norm: 7.1005 2020-07-27 20:18:04,081 - mmaction - INFO - Epoch [92][680/3757] lr: 2.000e-04, eta: 6:14:58, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.3577 2020-07-27 20:18:18,047 - mmaction - INFO - Epoch [92][700/3757] lr: 2.000e-04, eta: 6:14:44, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1496, loss: 1.1496, grad_norm: 7.4126 2020-07-27 20:18:32,597 - mmaction - INFO - Epoch [92][720/3757] lr: 2.000e-04, eta: 6:14:31, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1161, loss: 1.1161, grad_norm: 7.3757 2020-07-27 20:18:45,604 - mmaction - INFO - Epoch [92][740/3757] lr: 2.000e-04, eta: 6:14:17, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0849, loss: 1.0849, grad_norm: 7.1214 2020-07-27 20:18:59,085 - mmaction - INFO - Epoch [92][760/3757] lr: 2.000e-04, eta: 6:14:04, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8695, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.2568 2020-07-27 20:19:12,556 - mmaction - INFO - Epoch [92][780/3757] lr: 2.000e-04, eta: 6:13:50, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1499, loss: 1.1499, grad_norm: 7.1855 2020-07-27 20:19:26,020 - mmaction - INFO - Epoch [92][800/3757] lr: 2.000e-04, eta: 6:13:37, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2352, loss: 1.2352, grad_norm: 7.4959 2020-07-27 20:19:40,116 - mmaction - INFO - Epoch [92][820/3757] lr: 2.000e-04, eta: 6:13:23, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2245, loss: 1.2245, grad_norm: 7.1619 2020-07-27 20:19:53,712 - mmaction - INFO - Epoch [92][840/3757] lr: 2.000e-04, eta: 6:13:09, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8727, loss_cls: 1.2011, loss: 1.2011, grad_norm: 7.3140 2020-07-27 20:20:08,924 - mmaction - INFO - Epoch [92][860/3757] lr: 2.000e-04, eta: 6:12:56, time: 0.763, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8695, loss_cls: 1.2263, loss: 1.2263, grad_norm: 7.2593 2020-07-27 20:20:21,769 - mmaction - INFO - Epoch [92][880/3757] lr: 2.000e-04, eta: 6:12:42, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2016, loss: 1.2016, grad_norm: 7.1740 2020-07-27 20:20:34,977 - mmaction - INFO - Epoch [92][900/3757] lr: 2.000e-04, eta: 6:12:29, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1499, loss: 1.1499, grad_norm: 7.5337 2020-07-27 20:20:48,817 - mmaction - INFO - Epoch [92][920/3757] lr: 2.000e-04, eta: 6:12:15, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2783, loss: 1.2783, grad_norm: 7.5027 2020-07-27 20:21:01,973 - mmaction - INFO - Epoch [92][940/3757] lr: 2.000e-04, eta: 6:12:02, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1821, loss: 1.1821, grad_norm: 7.4860 2020-07-27 20:21:16,543 - mmaction - INFO - Epoch [92][960/3757] lr: 2.000e-04, eta: 6:11:48, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1447, loss: 1.1447, grad_norm: 7.3569 2020-07-27 20:21:30,022 - mmaction - INFO - Epoch [92][980/3757] lr: 2.000e-04, eta: 6:11:35, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1551, loss: 1.1551, grad_norm: 7.3249 2020-07-27 20:21:43,348 - mmaction - INFO - Epoch [92][1000/3757] lr: 2.000e-04, eta: 6:11:21, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.2071, loss: 1.2071, grad_norm: 7.2594 2020-07-27 20:21:56,438 - mmaction - INFO - Epoch [92][1020/3757] lr: 2.000e-04, eta: 6:11:07, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2292, loss: 1.2292, grad_norm: 7.4105 2020-07-27 20:22:09,764 - mmaction - INFO - Epoch [92][1040/3757] lr: 2.000e-04, eta: 6:10:54, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2059, loss: 1.2059, grad_norm: 7.3599 2020-07-27 20:22:23,380 - mmaction - INFO - Epoch [92][1060/3757] lr: 2.000e-04, eta: 6:10:40, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2081, loss: 1.2081, grad_norm: 7.5735 2020-07-27 20:22:36,652 - mmaction - INFO - Epoch [92][1080/3757] lr: 2.000e-04, eta: 6:10:27, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2473, loss: 1.2473, grad_norm: 7.6696 2020-07-27 20:22:49,777 - mmaction - INFO - Epoch [92][1100/3757] lr: 2.000e-04, eta: 6:10:13, time: 0.657, data_time: 0.003, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1732, loss: 1.1732, grad_norm: 7.4005 2020-07-27 20:23:05,631 - mmaction - INFO - Epoch [92][1120/3757] lr: 2.000e-04, eta: 6:10:00, time: 0.792, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.3527 2020-07-27 20:23:19,109 - mmaction - INFO - Epoch [92][1140/3757] lr: 2.000e-04, eta: 6:09:46, time: 0.673, data_time: 0.006, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2358, loss: 1.2358, grad_norm: 7.4960 2020-07-27 20:23:32,444 - mmaction - INFO - Epoch [92][1160/3757] lr: 2.000e-04, eta: 6:09:32, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1701, loss: 1.1701, grad_norm: 7.5095 2020-07-27 20:23:46,272 - mmaction - INFO - Epoch [92][1180/3757] lr: 2.000e-04, eta: 6:09:19, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1689, loss: 1.1689, grad_norm: 7.4024 2020-07-27 20:24:00,960 - mmaction - INFO - Epoch [92][1200/3757] lr: 2.000e-04, eta: 6:09:05, time: 0.738, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.1574 2020-07-27 20:24:14,482 - mmaction - INFO - Epoch [92][1220/3757] lr: 2.000e-04, eta: 6:08:52, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.3659 2020-07-27 20:24:27,706 - mmaction - INFO - Epoch [92][1240/3757] lr: 2.000e-04, eta: 6:08:38, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2022, loss: 1.2022, grad_norm: 7.3919 2020-07-27 20:24:42,039 - mmaction - INFO - Epoch [92][1260/3757] lr: 2.000e-04, eta: 6:08:25, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1898, loss: 1.1898, grad_norm: 7.1331 2020-07-27 20:24:55,076 - mmaction - INFO - Epoch [92][1280/3757] lr: 2.000e-04, eta: 6:08:11, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2738, loss: 1.2738, grad_norm: 7.6066 2020-07-27 20:25:09,687 - mmaction - INFO - Epoch [92][1300/3757] lr: 2.000e-04, eta: 6:07:57, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1500, loss: 1.1500, grad_norm: 7.4499 2020-07-27 20:25:23,323 - mmaction - INFO - Epoch [92][1320/3757] lr: 2.000e-04, eta: 6:07:44, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.1991 2020-07-27 20:25:36,315 - mmaction - INFO - Epoch [92][1340/3757] lr: 2.000e-04, eta: 6:07:30, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1623, loss: 1.1623, grad_norm: 7.5764 2020-07-27 20:25:49,826 - mmaction - INFO - Epoch [92][1360/3757] lr: 2.000e-04, eta: 6:07:17, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.5736 2020-07-27 20:26:03,223 - mmaction - INFO - Epoch [92][1380/3757] lr: 2.000e-04, eta: 6:07:03, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1504, loss: 1.1504, grad_norm: 7.4701 2020-07-27 20:26:17,556 - mmaction - INFO - Epoch [92][1400/3757] lr: 2.000e-04, eta: 6:06:50, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1188, loss: 1.1188, grad_norm: 7.0776 2020-07-27 20:26:30,375 - mmaction - INFO - Epoch [92][1420/3757] lr: 2.000e-04, eta: 6:06:36, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.3435 2020-07-27 20:26:43,551 - mmaction - INFO - Epoch [92][1440/3757] lr: 2.000e-04, eta: 6:06:22, time: 0.659, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1856, loss: 1.1856, grad_norm: 7.3405 2020-07-27 20:26:56,919 - mmaction - INFO - Epoch [92][1460/3757] lr: 2.000e-04, eta: 6:06:09, time: 0.668, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1570, loss: 1.1570, grad_norm: 7.2029 2020-07-27 20:27:10,184 - mmaction - INFO - Epoch [92][1480/3757] lr: 2.000e-04, eta: 6:05:55, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1158, loss: 1.1158, grad_norm: 7.2127 2020-07-27 20:27:23,310 - mmaction - INFO - Epoch [92][1500/3757] lr: 2.000e-04, eta: 6:05:41, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1642, loss: 1.1642, grad_norm: 7.3045 2020-07-27 20:27:36,774 - mmaction - INFO - Epoch [92][1520/3757] lr: 2.000e-04, eta: 6:05:28, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1715, loss: 1.1715, grad_norm: 7.2036 2020-07-27 20:27:50,656 - mmaction - INFO - Epoch [92][1540/3757] lr: 2.000e-04, eta: 6:05:14, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1310, loss: 1.1310, grad_norm: 7.2351 2020-07-27 20:28:03,820 - mmaction - INFO - Epoch [92][1560/3757] lr: 2.000e-04, eta: 6:05:01, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.4109 2020-07-27 20:28:17,315 - mmaction - INFO - Epoch [92][1580/3757] lr: 2.000e-04, eta: 6:04:47, time: 0.675, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2296, loss: 1.2296, grad_norm: 7.5378 2020-07-27 20:28:30,424 - mmaction - INFO - Epoch [92][1600/3757] lr: 2.000e-04, eta: 6:04:33, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.1221, loss: 1.1221, grad_norm: 7.0189 2020-07-27 20:28:44,440 - mmaction - INFO - Epoch [92][1620/3757] lr: 2.000e-04, eta: 6:04:20, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2222, loss: 1.2222, grad_norm: 7.4389 2020-07-27 20:28:57,468 - mmaction - INFO - Epoch [92][1640/3757] lr: 2.000e-04, eta: 6:04:06, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2421, loss: 1.2421, grad_norm: 7.3621 2020-07-27 20:29:12,183 - mmaction - INFO - Epoch [92][1660/3757] lr: 2.000e-04, eta: 6:03:53, time: 0.736, data_time: 0.003, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2356, loss: 1.2356, grad_norm: 7.4314 2020-07-27 20:29:25,243 - mmaction - INFO - Epoch [92][1680/3757] lr: 2.000e-04, eta: 6:03:39, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1723, loss: 1.1723, grad_norm: 7.4725 2020-07-27 20:29:38,430 - mmaction - INFO - Epoch [92][1700/3757] lr: 2.000e-04, eta: 6:03:26, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2253, loss: 1.2253, grad_norm: 7.5292 2020-07-27 20:29:51,778 - mmaction - INFO - Epoch [92][1720/3757] lr: 2.000e-04, eta: 6:03:12, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1692, loss: 1.1692, grad_norm: 7.1248 2020-07-27 20:30:06,404 - mmaction - INFO - Epoch [92][1740/3757] lr: 2.000e-04, eta: 6:02:59, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1104, loss: 1.1104, grad_norm: 7.1677 2020-07-27 20:30:19,275 - mmaction - INFO - Epoch [92][1760/3757] lr: 2.000e-04, eta: 6:02:45, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1608, loss: 1.1608, grad_norm: 7.4240 2020-07-27 20:30:33,183 - mmaction - INFO - Epoch [92][1780/3757] lr: 2.000e-04, eta: 6:02:31, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2538, loss: 1.2538, grad_norm: 7.3883 2020-07-27 20:30:47,575 - mmaction - INFO - Epoch [92][1800/3757] lr: 2.000e-04, eta: 6:02:18, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.4123 2020-07-27 20:31:00,560 - mmaction - INFO - Epoch [92][1820/3757] lr: 2.000e-04, eta: 6:02:04, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.9768 2020-07-27 20:31:13,847 - mmaction - INFO - Epoch [92][1840/3757] lr: 2.000e-04, eta: 6:01:51, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2009, loss: 1.2009, grad_norm: 7.2480 2020-07-27 20:31:27,073 - mmaction - INFO - Epoch [92][1860/3757] lr: 2.000e-04, eta: 6:01:37, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2086, loss: 1.2086, grad_norm: 7.4614 2020-07-27 20:31:41,421 - mmaction - INFO - Epoch [92][1880/3757] lr: 2.000e-04, eta: 6:01:23, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1998, loss: 1.1998, grad_norm: 7.3514 2020-07-27 20:31:54,955 - mmaction - INFO - Epoch [92][1900/3757] lr: 2.000e-04, eta: 6:01:10, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1333, loss: 1.1333, grad_norm: 7.3546 2020-07-27 20:32:08,907 - mmaction - INFO - Epoch [92][1920/3757] lr: 2.000e-04, eta: 6:00:56, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0685, loss: 1.0685, grad_norm: 7.0306 2020-07-27 20:32:22,349 - mmaction - INFO - Epoch [92][1940/3757] lr: 2.000e-04, eta: 6:00:43, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8773, loss_cls: 1.1581, loss: 1.1581, grad_norm: 7.2876 2020-07-27 20:32:35,022 - mmaction - INFO - Epoch [92][1960/3757] lr: 2.000e-04, eta: 6:00:29, time: 0.632, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1745, loss: 1.1745, grad_norm: 7.3130 2020-07-27 20:32:48,582 - mmaction - INFO - Epoch [92][1980/3757] lr: 2.000e-04, eta: 6:00:15, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.5456 2020-07-27 20:33:03,184 - mmaction - INFO - Epoch [92][2000/3757] lr: 2.000e-04, eta: 6:00:02, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1023, loss: 1.1023, grad_norm: 7.1708 2020-07-27 20:33:16,053 - mmaction - INFO - Epoch [92][2020/3757] lr: 2.000e-04, eta: 5:59:48, time: 0.649, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2185, loss: 1.2185, grad_norm: 7.5651 2020-07-27 20:33:29,715 - mmaction - INFO - Epoch [92][2040/3757] lr: 2.000e-04, eta: 5:59:35, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1425, loss: 1.1425, grad_norm: 7.1549 2020-07-27 20:33:42,729 - mmaction - INFO - Epoch [92][2060/3757] lr: 2.000e-04, eta: 5:59:21, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1202, loss: 1.1202, grad_norm: 7.1669 2020-07-27 20:33:56,730 - mmaction - INFO - Epoch [92][2080/3757] lr: 2.000e-04, eta: 5:59:08, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1883, loss: 1.1883, grad_norm: 7.1827 2020-07-27 20:34:10,717 - mmaction - INFO - Epoch [92][2100/3757] lr: 2.000e-04, eta: 5:58:54, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8797, loss_cls: 1.1653, loss: 1.1653, grad_norm: 7.3147 2020-07-27 20:34:24,179 - mmaction - INFO - Epoch [92][2120/3757] lr: 2.000e-04, eta: 5:58:40, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.2607 2020-07-27 20:34:38,279 - mmaction - INFO - Epoch [92][2140/3757] lr: 2.000e-04, eta: 5:58:27, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1267, loss: 1.1267, grad_norm: 7.1291 2020-07-27 20:34:51,243 - mmaction - INFO - Epoch [92][2160/3757] lr: 2.000e-04, eta: 5:58:13, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1412, loss: 1.1412, grad_norm: 7.0597 2020-07-27 20:35:04,439 - mmaction - INFO - Epoch [92][2180/3757] lr: 2.000e-04, eta: 5:58:00, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1010, loss: 1.1010, grad_norm: 7.1523 2020-07-27 20:35:17,982 - mmaction - INFO - Epoch [92][2200/3757] lr: 2.000e-04, eta: 5:57:46, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.3754 2020-07-27 20:35:31,804 - mmaction - INFO - Epoch [92][2220/3757] lr: 2.000e-04, eta: 5:57:33, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.1725 2020-07-27 20:35:45,167 - mmaction - INFO - Epoch [92][2240/3757] lr: 2.000e-04, eta: 5:57:19, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2435, loss: 1.2435, grad_norm: 7.5710 2020-07-27 20:35:59,846 - mmaction - INFO - Epoch [92][2260/3757] lr: 2.000e-04, eta: 5:57:05, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.3260 2020-07-27 20:36:12,319 - mmaction - INFO - Epoch [92][2280/3757] lr: 2.000e-04, eta: 5:56:52, time: 0.624, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.1740 2020-07-27 20:36:26,338 - mmaction - INFO - Epoch [92][2300/3757] lr: 2.000e-04, eta: 5:56:38, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8734, loss_cls: 1.2115, loss: 1.2115, grad_norm: 7.5063 2020-07-27 20:36:39,683 - mmaction - INFO - Epoch [92][2320/3757] lr: 2.000e-04, eta: 5:56:25, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2327, loss: 1.2327, grad_norm: 7.4730 2020-07-27 20:36:53,331 - mmaction - INFO - Epoch [92][2340/3757] lr: 2.000e-04, eta: 5:56:11, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1671, loss: 1.1671, grad_norm: 7.2528 2020-07-27 20:37:06,616 - mmaction - INFO - Epoch [92][2360/3757] lr: 2.000e-04, eta: 5:55:57, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.2666 2020-07-27 20:37:20,501 - mmaction - INFO - Epoch [92][2380/3757] lr: 2.000e-04, eta: 5:55:44, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1781, loss: 1.1781, grad_norm: 7.4696 2020-07-27 20:37:33,425 - mmaction - INFO - Epoch [92][2400/3757] lr: 2.000e-04, eta: 5:55:30, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8828, loss_cls: 1.1290, loss: 1.1290, grad_norm: 7.0870 2020-07-27 20:37:46,736 - mmaction - INFO - Epoch [92][2420/3757] lr: 2.000e-04, eta: 5:55:17, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2121, loss: 1.2121, grad_norm: 7.6173 2020-07-27 20:38:00,072 - mmaction - INFO - Epoch [92][2440/3757] lr: 2.000e-04, eta: 5:55:03, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.1005, loss: 1.1005, grad_norm: 7.2399 2020-07-27 20:38:13,175 - mmaction - INFO - Epoch [92][2460/3757] lr: 2.000e-04, eta: 5:54:49, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.1909, loss: 1.1909, grad_norm: 7.4038 2020-07-27 20:38:26,448 - mmaction - INFO - Epoch [92][2480/3757] lr: 2.000e-04, eta: 5:54:36, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1354, loss: 1.1354, grad_norm: 7.0957 2020-07-27 20:38:39,532 - mmaction - INFO - Epoch [92][2500/3757] lr: 2.000e-04, eta: 5:54:22, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2120, loss: 1.2120, grad_norm: 7.5488 2020-07-27 20:38:52,960 - mmaction - INFO - Epoch [92][2520/3757] lr: 2.000e-04, eta: 5:54:09, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8805, loss_cls: 1.1485, loss: 1.1485, grad_norm: 7.1515 2020-07-27 20:39:07,199 - mmaction - INFO - Epoch [92][2540/3757] lr: 2.000e-04, eta: 5:53:55, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8805, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.4178 2020-07-27 20:39:20,265 - mmaction - INFO - Epoch [92][2560/3757] lr: 2.000e-04, eta: 5:53:41, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1046, loss: 1.1046, grad_norm: 7.1127 2020-07-27 20:39:34,286 - mmaction - INFO - Epoch [92][2580/3757] lr: 2.000e-04, eta: 5:53:28, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.2871, loss: 1.2871, grad_norm: 7.5686 2020-07-27 20:39:47,103 - mmaction - INFO - Epoch [92][2600/3757] lr: 2.000e-04, eta: 5:53:14, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.2810, loss: 1.2810, grad_norm: 7.5614 2020-07-27 20:40:00,839 - mmaction - INFO - Epoch [92][2620/3757] lr: 2.000e-04, eta: 5:53:01, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1116, loss: 1.1116, grad_norm: 7.1721 2020-07-27 20:40:14,470 - mmaction - INFO - Epoch [92][2640/3757] lr: 2.000e-04, eta: 5:52:47, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.2148 2020-07-27 20:40:27,526 - mmaction - INFO - Epoch [92][2660/3757] lr: 2.000e-04, eta: 5:52:33, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2553, loss: 1.2553, grad_norm: 7.4319 2020-07-27 20:40:41,172 - mmaction - INFO - Epoch [92][2680/3757] lr: 2.000e-04, eta: 5:52:20, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1555, loss: 1.1555, grad_norm: 7.2996 2020-07-27 20:40:54,429 - mmaction - INFO - Epoch [92][2700/3757] lr: 2.000e-04, eta: 5:52:06, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1177, loss: 1.1177, grad_norm: 7.1777 2020-07-27 20:41:07,368 - mmaction - INFO - Epoch [92][2720/3757] lr: 2.000e-04, eta: 5:51:53, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2292, loss: 1.2292, grad_norm: 7.4769 2020-07-27 20:41:21,039 - mmaction - INFO - Epoch [92][2740/3757] lr: 2.000e-04, eta: 5:51:39, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2370, loss: 1.2370, grad_norm: 7.5697 2020-07-27 20:41:34,317 - mmaction - INFO - Epoch [92][2760/3757] lr: 2.000e-04, eta: 5:51:25, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.6323 2020-07-27 20:41:47,416 - mmaction - INFO - Epoch [92][2780/3757] lr: 2.000e-04, eta: 5:51:12, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8820, loss_cls: 1.2269, loss: 1.2269, grad_norm: 7.8652 2020-07-27 20:42:00,874 - mmaction - INFO - Epoch [92][2800/3757] lr: 2.000e-04, eta: 5:50:58, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.5899 2020-07-27 20:42:14,785 - mmaction - INFO - Epoch [92][2820/3757] lr: 2.000e-04, eta: 5:50:45, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1586, loss: 1.1586, grad_norm: 7.1895 2020-07-27 20:42:27,541 - mmaction - INFO - Epoch [92][2840/3757] lr: 2.000e-04, eta: 5:50:31, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1972, loss: 1.1972, grad_norm: 7.4794 2020-07-27 20:42:41,076 - mmaction - INFO - Epoch [92][2860/3757] lr: 2.000e-04, eta: 5:50:17, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1807, loss: 1.1807, grad_norm: 7.6348 2020-07-27 20:42:54,608 - mmaction - INFO - Epoch [92][2880/3757] lr: 2.000e-04, eta: 5:50:04, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.2474 2020-07-27 20:43:08,324 - mmaction - INFO - Epoch [92][2900/3757] lr: 2.000e-04, eta: 5:49:50, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2324, loss: 1.2324, grad_norm: 7.2490 2020-07-27 20:43:21,125 - mmaction - INFO - Epoch [92][2920/3757] lr: 2.000e-04, eta: 5:49:37, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8789, loss_cls: 1.2049, loss: 1.2049, grad_norm: 7.2457 2020-07-27 20:43:34,326 - mmaction - INFO - Epoch [92][2940/3757] lr: 2.000e-04, eta: 5:49:23, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.0871, loss: 1.0871, grad_norm: 7.0933 2020-07-27 20:43:47,939 - mmaction - INFO - Epoch [92][2960/3757] lr: 2.000e-04, eta: 5:49:09, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1623, loss: 1.1623, grad_norm: 7.3484 2020-07-27 20:44:00,929 - mmaction - INFO - Epoch [92][2980/3757] lr: 2.000e-04, eta: 5:48:56, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.2422 2020-07-27 20:44:14,026 - mmaction - INFO - Epoch [92][3000/3757] lr: 2.000e-04, eta: 5:48:42, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1366, loss: 1.1366, grad_norm: 7.1809 2020-07-27 20:44:27,020 - mmaction - INFO - Epoch [92][3020/3757] lr: 2.000e-04, eta: 5:48:29, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.0910, loss: 1.0910, grad_norm: 7.2686 2020-07-27 20:44:40,648 - mmaction - INFO - Epoch [92][3040/3757] lr: 2.000e-04, eta: 5:48:15, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.1776, loss: 1.1776, grad_norm: 7.3579 2020-07-27 20:44:53,592 - mmaction - INFO - Epoch [92][3060/3757] lr: 2.000e-04, eta: 5:48:01, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.6451 2020-07-27 20:45:07,058 - mmaction - INFO - Epoch [92][3080/3757] lr: 2.000e-04, eta: 5:47:48, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8797, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.2596 2020-07-27 20:45:20,270 - mmaction - INFO - Epoch [92][3100/3757] lr: 2.000e-04, eta: 5:47:34, time: 0.660, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.4117 2020-07-27 20:45:34,017 - mmaction - INFO - Epoch [92][3120/3757] lr: 2.000e-04, eta: 5:47:21, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.2074, loss: 1.2074, grad_norm: 7.4173 2020-07-27 20:45:46,916 - mmaction - INFO - Epoch [92][3140/3757] lr: 2.000e-04, eta: 5:47:07, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8688, loss_cls: 1.2257, loss: 1.2257, grad_norm: 7.4945 2020-07-27 20:46:00,366 - mmaction - INFO - Epoch [92][3160/3757] lr: 2.000e-04, eta: 5:46:53, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.2758 2020-07-27 20:46:13,894 - mmaction - INFO - Epoch [92][3180/3757] lr: 2.000e-04, eta: 5:46:40, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1055, loss: 1.1055, grad_norm: 7.0700 2020-07-27 20:46:27,639 - mmaction - INFO - Epoch [92][3200/3757] lr: 2.000e-04, eta: 5:46:26, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1424, loss: 1.1424, grad_norm: 7.4352 2020-07-27 20:46:40,785 - mmaction - INFO - Epoch [92][3220/3757] lr: 2.000e-04, eta: 5:46:13, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2251, loss: 1.2251, grad_norm: 7.4972 2020-07-27 20:46:55,071 - mmaction - INFO - Epoch [92][3240/3757] lr: 2.000e-04, eta: 5:45:59, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.3662 2020-07-27 20:47:08,606 - mmaction - INFO - Epoch [92][3260/3757] lr: 2.000e-04, eta: 5:45:45, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.2138, loss: 1.2138, grad_norm: 7.5836 2020-07-27 20:47:22,144 - mmaction - INFO - Epoch [92][3280/3757] lr: 2.000e-04, eta: 5:45:32, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.5016 2020-07-27 20:47:35,178 - mmaction - INFO - Epoch [92][3300/3757] lr: 2.000e-04, eta: 5:45:18, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1229, loss: 1.1229, grad_norm: 7.0951 2020-07-27 20:47:48,212 - mmaction - INFO - Epoch [92][3320/3757] lr: 2.000e-04, eta: 5:45:05, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.3820 2020-07-27 20:48:02,084 - mmaction - INFO - Epoch [92][3340/3757] lr: 2.000e-04, eta: 5:44:51, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1855, loss: 1.1855, grad_norm: 7.3922 2020-07-27 20:48:16,712 - mmaction - INFO - Epoch [92][3360/3757] lr: 2.000e-04, eta: 5:44:38, time: 0.727, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2173, loss: 1.2173, grad_norm: 7.4146 2020-07-27 20:48:30,563 - mmaction - INFO - Epoch [92][3380/3757] lr: 2.000e-04, eta: 5:44:24, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2754, loss: 1.2754, grad_norm: 7.4048 2020-07-27 20:48:43,373 - mmaction - INFO - Epoch [92][3400/3757] lr: 2.000e-04, eta: 5:44:10, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.0583 2020-07-27 20:48:56,671 - mmaction - INFO - Epoch [92][3420/3757] lr: 2.000e-04, eta: 5:43:57, time: 0.666, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.2651 2020-07-27 20:49:09,898 - mmaction - INFO - Epoch [92][3440/3757] lr: 2.000e-04, eta: 5:43:43, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.2052 2020-07-27 20:49:23,153 - mmaction - INFO - Epoch [92][3460/3757] lr: 2.000e-04, eta: 5:43:30, time: 0.665, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.2146, loss: 1.2146, grad_norm: 7.3407 2020-07-27 20:49:37,113 - mmaction - INFO - Epoch [92][3480/3757] lr: 2.000e-04, eta: 5:43:16, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1480, loss: 1.1480, grad_norm: 7.1472 2020-07-27 20:49:50,486 - mmaction - INFO - Epoch [92][3500/3757] lr: 2.000e-04, eta: 5:43:02, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1419, loss: 1.1419, grad_norm: 7.2844 2020-07-27 20:50:04,152 - mmaction - INFO - Epoch [92][3520/3757] lr: 2.000e-04, eta: 5:42:49, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2264, loss: 1.2264, grad_norm: 7.3521 2020-07-27 20:50:18,403 - mmaction - INFO - Epoch [92][3540/3757] lr: 2.000e-04, eta: 5:42:35, time: 0.713, data_time: 0.003, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1608, loss: 1.1608, grad_norm: 7.3928 2020-07-27 20:50:32,541 - mmaction - INFO - Epoch [92][3560/3757] lr: 2.000e-04, eta: 5:42:22, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1805, loss: 1.1805, grad_norm: 7.3659 2020-07-27 20:50:45,526 - mmaction - INFO - Epoch [92][3580/3757] lr: 2.000e-04, eta: 5:42:08, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1300, loss: 1.1300, grad_norm: 6.9913 2020-07-27 20:50:58,404 - mmaction - INFO - Epoch [92][3600/3757] lr: 2.000e-04, eta: 5:41:55, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.5431 2020-07-27 20:51:11,551 - mmaction - INFO - Epoch [92][3620/3757] lr: 2.000e-04, eta: 5:41:41, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1267, loss: 1.1267, grad_norm: 7.1333 2020-07-27 20:51:25,394 - mmaction - INFO - Epoch [92][3640/3757] lr: 2.000e-04, eta: 5:41:27, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1534, loss: 1.1534, grad_norm: 7.2375 2020-07-27 20:51:39,725 - mmaction - INFO - Epoch [92][3660/3757] lr: 2.000e-04, eta: 5:41:14, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1207, loss: 1.1207, grad_norm: 7.0815 2020-07-27 20:51:52,972 - mmaction - INFO - Epoch [92][3680/3757] lr: 2.000e-04, eta: 5:41:00, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2483, loss: 1.2483, grad_norm: 7.7287 2020-07-27 20:52:06,842 - mmaction - INFO - Epoch [92][3700/3757] lr: 2.000e-04, eta: 5:40:47, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2663, loss: 1.2663, grad_norm: 7.5119 2020-07-27 20:52:20,288 - mmaction - INFO - Epoch [92][3720/3757] lr: 2.000e-04, eta: 5:40:33, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.5496 2020-07-27 20:52:33,146 - mmaction - INFO - Epoch [92][3740/3757] lr: 2.000e-04, eta: 5:40:19, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2396, loss: 1.2396, grad_norm: 7.4750 2020-07-27 20:52:45,599 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-27 20:53:07,016 - mmaction - INFO - Epoch [93][20/3757] lr: 2.000e-04, eta: 5:39:54, time: 1.003, data_time: 0.347, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2547, loss: 1.2547, grad_norm: 7.4817 2020-07-27 20:53:19,758 - mmaction - INFO - Epoch [93][40/3757] lr: 2.000e-04, eta: 5:39:40, time: 0.635, data_time: 0.009, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1692, loss: 1.1692, grad_norm: 7.1529 2020-07-27 20:53:33,984 - mmaction - INFO - Epoch [93][60/3757] lr: 2.000e-04, eta: 5:39:27, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1703, loss: 1.1703, grad_norm: 7.2448 2020-07-27 20:53:47,262 - mmaction - INFO - Epoch [93][80/3757] lr: 2.000e-04, eta: 5:39:13, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2534, loss: 1.2534, grad_norm: 7.6005 2020-07-27 20:54:00,163 - mmaction - INFO - Epoch [93][100/3757] lr: 2.000e-04, eta: 5:38:59, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1551, loss: 1.1551, grad_norm: 7.1533 2020-07-27 20:54:14,419 - mmaction - INFO - Epoch [93][120/3757] lr: 2.000e-04, eta: 5:38:46, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1986, loss: 1.1986, grad_norm: 7.4936 2020-07-27 20:54:27,260 - mmaction - INFO - Epoch [93][140/3757] lr: 2.000e-04, eta: 5:38:32, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.4730 2020-07-27 20:54:40,164 - mmaction - INFO - Epoch [93][160/3757] lr: 2.000e-04, eta: 5:38:19, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2717, loss: 1.2717, grad_norm: 7.6550 2020-07-27 20:54:53,025 - mmaction - INFO - Epoch [93][180/3757] lr: 2.000e-04, eta: 5:38:05, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.4815 2020-07-27 20:55:06,054 - mmaction - INFO - Epoch [93][200/3757] lr: 2.000e-04, eta: 5:37:51, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1108, loss: 1.1108, grad_norm: 7.2262 2020-07-27 20:55:19,355 - mmaction - INFO - Epoch [93][220/3757] lr: 2.000e-04, eta: 5:37:38, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1721, loss: 1.1721, grad_norm: 7.4678 2020-07-27 20:55:33,002 - mmaction - INFO - Epoch [93][240/3757] lr: 2.000e-04, eta: 5:37:24, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.3819 2020-07-27 20:55:46,594 - mmaction - INFO - Epoch [93][260/3757] lr: 2.000e-04, eta: 5:37:11, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1948, loss: 1.1948, grad_norm: 7.3224 2020-07-27 20:55:59,306 - mmaction - INFO - Epoch [93][280/3757] lr: 2.000e-04, eta: 5:36:57, time: 0.638, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1163, loss: 1.1163, grad_norm: 7.2255 2020-07-27 20:56:12,744 - mmaction - INFO - Epoch [93][300/3757] lr: 2.000e-04, eta: 5:36:43, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.2619 2020-07-27 20:56:25,854 - mmaction - INFO - Epoch [93][320/3757] lr: 2.000e-04, eta: 5:36:30, time: 0.655, data_time: 0.003, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1754, loss: 1.1754, grad_norm: 7.4270 2020-07-27 20:56:39,168 - mmaction - INFO - Epoch [93][340/3757] lr: 2.000e-04, eta: 5:36:16, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2464, loss: 1.2464, grad_norm: 7.4894 2020-07-27 20:56:53,642 - mmaction - INFO - Epoch [93][360/3757] lr: 2.000e-04, eta: 5:36:03, time: 0.726, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2575, loss: 1.2575, grad_norm: 7.6159 2020-07-27 20:57:06,266 - mmaction - INFO - Epoch [93][380/3757] lr: 2.000e-04, eta: 5:35:49, time: 0.631, data_time: 0.002, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1610, loss: 1.1610, grad_norm: 7.0273 2020-07-27 20:57:19,506 - mmaction - INFO - Epoch [93][400/3757] lr: 2.000e-04, eta: 5:35:35, time: 0.659, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2182, loss: 1.2182, grad_norm: 7.4623 2020-07-27 20:57:32,507 - mmaction - INFO - Epoch [93][420/3757] lr: 2.000e-04, eta: 5:35:22, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.4545 2020-07-27 20:57:45,773 - mmaction - INFO - Epoch [93][440/3757] lr: 2.000e-04, eta: 5:35:08, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1411, loss: 1.1411, grad_norm: 7.2106 2020-07-27 20:57:59,438 - mmaction - INFO - Epoch [93][460/3757] lr: 2.000e-04, eta: 5:34:55, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8969, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.2528 2020-07-27 20:58:12,357 - mmaction - INFO - Epoch [93][480/3757] lr: 2.000e-04, eta: 5:34:41, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1735, loss: 1.1735, grad_norm: 7.5170 2020-07-27 20:58:26,146 - mmaction - INFO - Epoch [93][500/3757] lr: 2.000e-04, eta: 5:34:27, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1748, loss: 1.1748, grad_norm: 7.4325 2020-07-27 20:58:39,255 - mmaction - INFO - Epoch [93][520/3757] lr: 2.000e-04, eta: 5:34:14, time: 0.656, data_time: 0.003, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2416, loss: 1.2416, grad_norm: 7.5944 2020-07-27 20:58:52,240 - mmaction - INFO - Epoch [93][540/3757] lr: 2.000e-04, eta: 5:34:00, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.3281 2020-07-27 20:59:06,994 - mmaction - INFO - Epoch [93][560/3757] lr: 2.000e-04, eta: 5:33:47, time: 0.742, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1604, loss: 1.1604, grad_norm: 7.5207 2020-07-27 20:59:19,841 - mmaction - INFO - Epoch [93][580/3757] lr: 2.000e-04, eta: 5:33:33, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1584, loss: 1.1584, grad_norm: 7.2180 2020-07-27 20:59:33,400 - mmaction - INFO - Epoch [93][600/3757] lr: 2.000e-04, eta: 5:33:19, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1394, loss: 1.1394, grad_norm: 7.5114 2020-07-27 20:59:47,117 - mmaction - INFO - Epoch [93][620/3757] lr: 2.000e-04, eta: 5:33:06, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1305, loss: 1.1305, grad_norm: 7.3429 2020-07-27 21:00:00,517 - mmaction - INFO - Epoch [93][640/3757] lr: 2.000e-04, eta: 5:32:52, time: 0.671, data_time: 0.003, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.2937, loss: 1.2937, grad_norm: 7.6778 2020-07-27 21:00:15,529 - mmaction - INFO - Epoch [93][660/3757] lr: 2.000e-04, eta: 5:32:39, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0973, loss: 1.0973, grad_norm: 7.0193 2020-07-27 21:00:28,315 - mmaction - INFO - Epoch [93][680/3757] lr: 2.000e-04, eta: 5:32:25, time: 0.654, data_time: 0.027, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8617, loss_cls: 1.2753, loss: 1.2753, grad_norm: 7.5256 2020-07-27 21:00:41,744 - mmaction - INFO - Epoch [93][700/3757] lr: 2.000e-04, eta: 5:32:12, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1761, loss: 1.1761, grad_norm: 7.3003 2020-07-27 21:00:54,868 - mmaction - INFO - Epoch [93][720/3757] lr: 2.000e-04, eta: 5:31:58, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1738, loss: 1.1738, grad_norm: 7.2964 2020-07-27 21:01:08,751 - mmaction - INFO - Epoch [93][740/3757] lr: 2.000e-04, eta: 5:31:44, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1602, loss: 1.1602, grad_norm: 7.2669 2020-07-27 21:01:22,172 - mmaction - INFO - Epoch [93][760/3757] lr: 2.000e-04, eta: 5:31:31, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.2590 2020-07-27 21:01:35,856 - mmaction - INFO - Epoch [93][780/3757] lr: 2.000e-04, eta: 5:31:17, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2192, loss: 1.2192, grad_norm: 7.5440 2020-07-27 21:01:49,658 - mmaction - INFO - Epoch [93][800/3757] lr: 2.000e-04, eta: 5:31:04, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.2051, loss: 1.2051, grad_norm: 7.4506 2020-07-27 21:02:02,610 - mmaction - INFO - Epoch [93][820/3757] lr: 2.000e-04, eta: 5:30:50, time: 0.648, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1978, loss: 1.1978, grad_norm: 7.3849 2020-07-27 21:02:16,415 - mmaction - INFO - Epoch [93][840/3757] lr: 2.000e-04, eta: 5:30:36, time: 0.689, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.1851, loss: 1.1851, grad_norm: 7.5416 2020-07-27 21:02:30,045 - mmaction - INFO - Epoch [93][860/3757] lr: 2.000e-04, eta: 5:30:23, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1178, loss: 1.1178, grad_norm: 7.1239 2020-07-27 21:02:43,065 - mmaction - INFO - Epoch [93][880/3757] lr: 2.000e-04, eta: 5:30:09, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1295, loss: 1.1295, grad_norm: 7.2081 2020-07-27 21:02:56,125 - mmaction - INFO - Epoch [93][900/3757] lr: 2.000e-04, eta: 5:29:56, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1741, loss: 1.1741, grad_norm: 7.3580 2020-07-27 21:03:09,546 - mmaction - INFO - Epoch [93][920/3757] lr: 2.000e-04, eta: 5:29:42, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2713, loss: 1.2713, grad_norm: 7.5683 2020-07-27 21:03:22,654 - mmaction - INFO - Epoch [93][940/3757] lr: 2.000e-04, eta: 5:29:28, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8914, loss_cls: 1.1858, loss: 1.1858, grad_norm: 7.5789 2020-07-27 21:03:36,562 - mmaction - INFO - Epoch [93][960/3757] lr: 2.000e-04, eta: 5:29:15, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.6796 2020-07-27 21:03:49,311 - mmaction - INFO - Epoch [93][980/3757] lr: 2.000e-04, eta: 5:29:01, time: 0.637, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1334, loss: 1.1334, grad_norm: 7.3922 2020-07-27 21:04:02,517 - mmaction - INFO - Epoch [93][1000/3757] lr: 2.000e-04, eta: 5:28:48, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.4850 2020-07-27 21:04:15,485 - mmaction - INFO - Epoch [93][1020/3757] lr: 2.000e-04, eta: 5:28:34, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2325, loss: 1.2325, grad_norm: 7.4476 2020-07-27 21:04:29,118 - mmaction - INFO - Epoch [93][1040/3757] lr: 2.000e-04, eta: 5:28:20, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1100, loss: 1.1100, grad_norm: 7.1115 2020-07-27 21:04:42,122 - mmaction - INFO - Epoch [93][1060/3757] lr: 2.000e-04, eta: 5:28:07, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.3348 2020-07-27 21:04:55,957 - mmaction - INFO - Epoch [93][1080/3757] lr: 2.000e-04, eta: 5:27:53, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1699, loss: 1.1699, grad_norm: 7.2327 2020-07-27 21:05:09,547 - mmaction - INFO - Epoch [93][1100/3757] lr: 2.000e-04, eta: 5:27:40, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.3235 2020-07-27 21:05:23,258 - mmaction - INFO - Epoch [93][1120/3757] lr: 2.000e-04, eta: 5:27:26, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1852, loss: 1.1852, grad_norm: 7.3681 2020-07-27 21:05:36,638 - mmaction - INFO - Epoch [93][1140/3757] lr: 2.000e-04, eta: 5:27:12, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2018, loss: 1.2018, grad_norm: 7.4390 2020-07-27 21:05:51,140 - mmaction - INFO - Epoch [93][1160/3757] lr: 2.000e-04, eta: 5:26:59, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.3431 2020-07-27 21:06:04,695 - mmaction - INFO - Epoch [93][1180/3757] lr: 2.000e-04, eta: 5:26:45, time: 0.678, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1477, loss: 1.1477, grad_norm: 7.3461 2020-07-27 21:06:18,604 - mmaction - INFO - Epoch [93][1200/3757] lr: 2.000e-04, eta: 5:26:32, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8844, loss_cls: 1.2021, loss: 1.2021, grad_norm: 7.6111 2020-07-27 21:06:32,108 - mmaction - INFO - Epoch [93][1220/3757] lr: 2.000e-04, eta: 5:26:18, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2239, loss: 1.2239, grad_norm: 7.4504 2020-07-27 21:06:44,915 - mmaction - INFO - Epoch [93][1240/3757] lr: 2.000e-04, eta: 5:26:05, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2309, loss: 1.2309, grad_norm: 7.4503 2020-07-27 21:06:58,256 - mmaction - INFO - Epoch [93][1260/3757] lr: 2.000e-04, eta: 5:25:51, time: 0.668, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1357, loss: 1.1357, grad_norm: 7.1466 2020-07-27 21:07:11,917 - mmaction - INFO - Epoch [93][1280/3757] lr: 2.000e-04, eta: 5:25:37, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1953, loss: 1.1953, grad_norm: 7.2679 2020-07-27 21:07:24,974 - mmaction - INFO - Epoch [93][1300/3757] lr: 2.000e-04, eta: 5:25:24, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.2389, loss: 1.2389, grad_norm: 7.2895 2020-07-27 21:07:38,994 - mmaction - INFO - Epoch [93][1320/3757] lr: 2.000e-04, eta: 5:25:10, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1314, loss: 1.1314, grad_norm: 7.2961 2020-07-27 21:07:52,408 - mmaction - INFO - Epoch [93][1340/3757] lr: 2.000e-04, eta: 5:24:57, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8695, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.3633 2020-07-27 21:08:05,290 - mmaction - INFO - Epoch [93][1360/3757] lr: 2.000e-04, eta: 5:24:43, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1637, loss: 1.1637, grad_norm: 7.3979 2020-07-27 21:08:18,548 - mmaction - INFO - Epoch [93][1380/3757] lr: 2.000e-04, eta: 5:24:29, time: 0.665, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.3847 2020-07-27 21:08:31,993 - mmaction - INFO - Epoch [93][1400/3757] lr: 2.000e-04, eta: 5:24:16, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.1436 2020-07-27 21:08:45,039 - mmaction - INFO - Epoch [93][1420/3757] lr: 2.000e-04, eta: 5:24:02, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1757, loss: 1.1757, grad_norm: 7.3844 2020-07-27 21:08:58,467 - mmaction - INFO - Epoch [93][1440/3757] lr: 2.000e-04, eta: 5:23:49, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.1290, loss: 1.1290, grad_norm: 7.4951 2020-07-27 21:09:11,317 - mmaction - INFO - Epoch [93][1460/3757] lr: 2.000e-04, eta: 5:23:35, time: 0.642, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8805, loss_cls: 1.1393, loss: 1.1393, grad_norm: 7.1759 2020-07-27 21:09:25,477 - mmaction - INFO - Epoch [93][1480/3757] lr: 2.000e-04, eta: 5:23:21, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.5290 2020-07-27 21:09:38,124 - mmaction - INFO - Epoch [93][1500/3757] lr: 2.000e-04, eta: 5:23:08, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.1133, loss: 1.1133, grad_norm: 6.9523 2020-07-27 21:09:51,577 - mmaction - INFO - Epoch [93][1520/3757] lr: 2.000e-04, eta: 5:22:54, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2129, loss: 1.2129, grad_norm: 7.3158 2020-07-27 21:10:05,575 - mmaction - INFO - Epoch [93][1540/3757] lr: 2.000e-04, eta: 5:22:41, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1581, loss: 1.1581, grad_norm: 7.3464 2020-07-27 21:10:18,323 - mmaction - INFO - Epoch [93][1560/3757] lr: 2.000e-04, eta: 5:22:27, time: 0.638, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1167, loss: 1.1167, grad_norm: 7.2861 2020-07-27 21:10:31,443 - mmaction - INFO - Epoch [93][1580/3757] lr: 2.000e-04, eta: 5:22:13, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.3088 2020-07-27 21:10:44,537 - mmaction - INFO - Epoch [93][1600/3757] lr: 2.000e-04, eta: 5:22:00, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1588, loss: 1.1588, grad_norm: 7.3351 2020-07-27 21:10:58,110 - mmaction - INFO - Epoch [93][1620/3757] lr: 2.000e-04, eta: 5:21:46, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.1207 2020-07-27 21:11:10,877 - mmaction - INFO - Epoch [93][1640/3757] lr: 2.000e-04, eta: 5:21:33, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.4153 2020-07-27 21:11:24,344 - mmaction - INFO - Epoch [93][1660/3757] lr: 2.000e-04, eta: 5:21:19, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8945, loss_cls: 1.1058, loss: 1.1058, grad_norm: 7.1778 2020-07-27 21:11:38,454 - mmaction - INFO - Epoch [93][1680/3757] lr: 2.000e-04, eta: 5:21:05, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.4948 2020-07-27 21:11:52,294 - mmaction - INFO - Epoch [93][1700/3757] lr: 2.000e-04, eta: 5:20:52, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2131, loss: 1.2131, grad_norm: 7.2638 2020-07-27 21:12:04,847 - mmaction - INFO - Epoch [93][1720/3757] lr: 2.000e-04, eta: 5:20:38, time: 0.630, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.2489 2020-07-27 21:12:17,978 - mmaction - INFO - Epoch [93][1740/3757] lr: 2.000e-04, eta: 5:20:25, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0765, loss: 1.0765, grad_norm: 7.0666 2020-07-27 21:12:31,411 - mmaction - INFO - Epoch [93][1760/3757] lr: 2.000e-04, eta: 5:20:11, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.3952 2020-07-27 21:12:44,386 - mmaction - INFO - Epoch [93][1780/3757] lr: 2.000e-04, eta: 5:19:57, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.2865, loss: 1.2865, grad_norm: 7.6445 2020-07-27 21:12:57,585 - mmaction - INFO - Epoch [93][1800/3757] lr: 2.000e-04, eta: 5:19:44, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.3189 2020-07-27 21:13:10,894 - mmaction - INFO - Epoch [93][1820/3757] lr: 2.000e-04, eta: 5:19:30, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1223, loss: 1.1223, grad_norm: 7.0315 2020-07-27 21:13:24,522 - mmaction - INFO - Epoch [93][1840/3757] lr: 2.000e-04, eta: 5:19:17, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1799, loss: 1.1799, grad_norm: 7.4660 2020-07-27 21:13:37,767 - mmaction - INFO - Epoch [93][1860/3757] lr: 2.000e-04, eta: 5:19:03, time: 0.662, data_time: 0.002, memory: 7079, top1_acc: 0.7352, top5_acc: 0.8891, loss_cls: 1.1317, loss: 1.1317, grad_norm: 6.9980 2020-07-27 21:13:50,944 - mmaction - INFO - Epoch [93][1880/3757] lr: 2.000e-04, eta: 5:18:49, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.3283 2020-07-27 21:14:03,901 - mmaction - INFO - Epoch [93][1900/3757] lr: 2.000e-04, eta: 5:18:36, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.2829 2020-07-27 21:14:17,988 - mmaction - INFO - Epoch [93][1920/3757] lr: 2.000e-04, eta: 5:18:22, time: 0.705, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1702, loss: 1.1702, grad_norm: 7.4035 2020-07-27 21:14:31,477 - mmaction - INFO - Epoch [93][1940/3757] lr: 2.000e-04, eta: 5:18:09, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8789, loss_cls: 1.1313, loss: 1.1313, grad_norm: 7.1550 2020-07-27 21:14:44,987 - mmaction - INFO - Epoch [93][1960/3757] lr: 2.000e-04, eta: 5:17:55, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1831, loss: 1.1831, grad_norm: 7.5877 2020-07-27 21:14:57,880 - mmaction - INFO - Epoch [93][1980/3757] lr: 2.000e-04, eta: 5:17:41, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2099, loss: 1.2099, grad_norm: 7.4797 2020-07-27 21:15:12,410 - mmaction - INFO - Epoch [93][2000/3757] lr: 2.000e-04, eta: 5:17:28, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8789, loss_cls: 1.1375, loss: 1.1375, grad_norm: 7.3659 2020-07-27 21:15:25,406 - mmaction - INFO - Epoch [93][2020/3757] lr: 2.000e-04, eta: 5:17:14, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2303, loss: 1.2303, grad_norm: 7.5630 2020-07-27 21:15:38,312 - mmaction - INFO - Epoch [93][2040/3757] lr: 2.000e-04, eta: 5:17:01, time: 0.645, data_time: 0.003, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.5954 2020-07-27 21:15:51,423 - mmaction - INFO - Epoch [93][2060/3757] lr: 2.000e-04, eta: 5:16:47, time: 0.653, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2628, loss: 1.2628, grad_norm: 7.5893 2020-07-27 21:16:05,756 - mmaction - INFO - Epoch [93][2080/3757] lr: 2.000e-04, eta: 5:16:34, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2598, loss: 1.2598, grad_norm: 7.3854 2020-07-27 21:16:18,431 - mmaction - INFO - Epoch [93][2100/3757] lr: 2.000e-04, eta: 5:16:20, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.5921 2020-07-27 21:16:32,327 - mmaction - INFO - Epoch [93][2120/3757] lr: 2.000e-04, eta: 5:16:06, time: 0.697, data_time: 0.008, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1403, loss: 1.1403, grad_norm: 7.3498 2020-07-27 21:16:46,767 - mmaction - INFO - Epoch [93][2140/3757] lr: 2.000e-04, eta: 5:15:53, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1607, loss: 1.1607, grad_norm: 7.3740 2020-07-27 21:17:00,087 - mmaction - INFO - Epoch [93][2160/3757] lr: 2.000e-04, eta: 5:15:39, time: 0.666, data_time: 0.004, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2646, loss: 1.2646, grad_norm: 7.5952 2020-07-27 21:17:14,403 - mmaction - INFO - Epoch [93][2180/3757] lr: 2.000e-04, eta: 5:15:26, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.0903, loss: 1.0903, grad_norm: 7.1245 2020-07-27 21:17:27,227 - mmaction - INFO - Epoch [93][2200/3757] lr: 2.000e-04, eta: 5:15:12, time: 0.643, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1111, loss: 1.1111, grad_norm: 7.0746 2020-07-27 21:17:40,064 - mmaction - INFO - Epoch [93][2220/3757] lr: 2.000e-04, eta: 5:14:58, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1367, loss: 1.1367, grad_norm: 7.3808 2020-07-27 21:17:53,024 - mmaction - INFO - Epoch [93][2240/3757] lr: 2.000e-04, eta: 5:14:45, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.3105 2020-07-27 21:18:07,047 - mmaction - INFO - Epoch [93][2260/3757] lr: 2.000e-04, eta: 5:14:31, time: 0.705, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2340, loss: 1.2340, grad_norm: 7.4474 2020-07-27 21:18:21,569 - mmaction - INFO - Epoch [93][2280/3757] lr: 2.000e-04, eta: 5:14:18, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1547, loss: 1.1547, grad_norm: 7.3282 2020-07-27 21:18:34,217 - mmaction - INFO - Epoch [93][2300/3757] lr: 2.000e-04, eta: 5:14:04, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.2370 2020-07-27 21:18:47,654 - mmaction - INFO - Epoch [93][2320/3757] lr: 2.000e-04, eta: 5:13:50, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2787, loss: 1.2787, grad_norm: 7.2748 2020-07-27 21:19:01,351 - mmaction - INFO - Epoch [93][2340/3757] lr: 2.000e-04, eta: 5:13:37, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1625, loss: 1.1625, grad_norm: 7.3137 2020-07-27 21:19:14,825 - mmaction - INFO - Epoch [93][2360/3757] lr: 2.000e-04, eta: 5:13:23, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2070, loss: 1.2070, grad_norm: 7.5561 2020-07-27 21:19:27,612 - mmaction - INFO - Epoch [93][2380/3757] lr: 2.000e-04, eta: 5:13:10, time: 0.640, data_time: 0.002, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2676, loss: 1.2676, grad_norm: 7.5397 2020-07-27 21:19:41,247 - mmaction - INFO - Epoch [93][2400/3757] lr: 2.000e-04, eta: 5:12:56, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.4401 2020-07-27 21:19:54,001 - mmaction - INFO - Epoch [93][2420/3757] lr: 2.000e-04, eta: 5:12:42, time: 0.641, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2421, loss: 1.2421, grad_norm: 7.5009 2020-07-27 21:20:07,629 - mmaction - INFO - Epoch [93][2440/3757] lr: 2.000e-04, eta: 5:12:29, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2226, loss: 1.2226, grad_norm: 7.5323 2020-07-27 21:20:21,782 - mmaction - INFO - Epoch [93][2460/3757] lr: 2.000e-04, eta: 5:12:15, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.2405, loss: 1.2405, grad_norm: 7.7627 2020-07-27 21:20:34,448 - mmaction - INFO - Epoch [93][2480/3757] lr: 2.000e-04, eta: 5:12:02, time: 0.630, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1810, loss: 1.1810, grad_norm: 7.2410 2020-07-27 21:20:48,429 - mmaction - INFO - Epoch [93][2500/3757] lr: 2.000e-04, eta: 5:11:48, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1838, loss: 1.1838, grad_norm: 7.3588 2020-07-27 21:21:01,344 - mmaction - INFO - Epoch [93][2520/3757] lr: 2.000e-04, eta: 5:11:35, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2015, loss: 1.2015, grad_norm: 7.3789 2020-07-27 21:21:15,255 - mmaction - INFO - Epoch [93][2540/3757] lr: 2.000e-04, eta: 5:11:21, time: 0.702, data_time: 0.009, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.4087 2020-07-27 21:21:28,674 - mmaction - INFO - Epoch [93][2560/3757] lr: 2.000e-04, eta: 5:11:07, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1758, loss: 1.1758, grad_norm: 7.4106 2020-07-27 21:21:41,963 - mmaction - INFO - Epoch [93][2580/3757] lr: 2.000e-04, eta: 5:10:54, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.4498 2020-07-27 21:21:55,370 - mmaction - INFO - Epoch [93][2600/3757] lr: 2.000e-04, eta: 5:10:40, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0967, loss: 1.0967, grad_norm: 7.0088 2020-07-27 21:22:08,717 - mmaction - INFO - Epoch [93][2620/3757] lr: 2.000e-04, eta: 5:10:27, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.1943, loss: 1.1943, grad_norm: 7.4385 2020-07-27 21:22:22,391 - mmaction - INFO - Epoch [93][2640/3757] lr: 2.000e-04, eta: 5:10:13, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1493, loss: 1.1493, grad_norm: 7.3330 2020-07-27 21:22:36,528 - mmaction - INFO - Epoch [93][2660/3757] lr: 2.000e-04, eta: 5:09:59, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.9124 2020-07-27 21:22:49,174 - mmaction - INFO - Epoch [93][2680/3757] lr: 2.000e-04, eta: 5:09:46, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8875, loss_cls: 1.1280, loss: 1.1280, grad_norm: 7.1894 2020-07-27 21:23:02,580 - mmaction - INFO - Epoch [93][2700/3757] lr: 2.000e-04, eta: 5:09:32, time: 0.671, data_time: 0.002, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.1026, loss: 1.1026, grad_norm: 7.4224 2020-07-27 21:23:15,901 - mmaction - INFO - Epoch [93][2720/3757] lr: 2.000e-04, eta: 5:09:19, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1489, loss: 1.1489, grad_norm: 7.2459 2020-07-27 21:23:28,791 - mmaction - INFO - Epoch [93][2740/3757] lr: 2.000e-04, eta: 5:09:05, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.3562 2020-07-27 21:23:42,892 - mmaction - INFO - Epoch [93][2760/3757] lr: 2.000e-04, eta: 5:08:51, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1785, loss: 1.1785, grad_norm: 7.4552 2020-07-27 21:23:56,268 - mmaction - INFO - Epoch [93][2780/3757] lr: 2.000e-04, eta: 5:08:38, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1482, loss: 1.1482, grad_norm: 7.1863 2020-07-27 21:24:09,332 - mmaction - INFO - Epoch [93][2800/3757] lr: 2.000e-04, eta: 5:08:24, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8664, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.4516 2020-07-27 21:24:23,301 - mmaction - INFO - Epoch [93][2820/3757] lr: 2.000e-04, eta: 5:08:11, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1626, loss: 1.1626, grad_norm: 7.3853 2020-07-27 21:24:37,973 - mmaction - INFO - Epoch [93][2840/3757] lr: 2.000e-04, eta: 5:07:57, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.0818, loss: 1.0818, grad_norm: 7.2974 2020-07-27 21:24:51,675 - mmaction - INFO - Epoch [93][2860/3757] lr: 2.000e-04, eta: 5:07:44, time: 0.687, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0988, loss: 1.0988, grad_norm: 7.0882 2020-07-27 21:25:05,454 - mmaction - INFO - Epoch [93][2880/3757] lr: 2.000e-04, eta: 5:07:30, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1215, loss: 1.1215, grad_norm: 7.2059 2020-07-27 21:25:19,288 - mmaction - INFO - Epoch [93][2900/3757] lr: 2.000e-04, eta: 5:07:17, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1458, loss: 1.1458, grad_norm: 7.2576 2020-07-27 21:25:33,283 - mmaction - INFO - Epoch [93][2920/3757] lr: 2.000e-04, eta: 5:07:03, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1416, loss: 1.1416, grad_norm: 7.3301 2020-07-27 21:25:47,348 - mmaction - INFO - Epoch [93][2940/3757] lr: 2.000e-04, eta: 5:06:49, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2362, loss: 1.2362, grad_norm: 7.5370 2020-07-27 21:26:02,032 - mmaction - INFO - Epoch [93][2960/3757] lr: 2.000e-04, eta: 5:06:36, time: 0.735, data_time: 0.003, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.3659 2020-07-27 21:26:15,825 - mmaction - INFO - Epoch [93][2980/3757] lr: 2.000e-04, eta: 5:06:22, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1554, loss: 1.1554, grad_norm: 7.2943 2020-07-27 21:26:29,542 - mmaction - INFO - Epoch [93][3000/3757] lr: 2.000e-04, eta: 5:06:09, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1633, loss: 1.1633, grad_norm: 7.3956 2020-07-27 21:26:43,631 - mmaction - INFO - Epoch [93][3020/3757] lr: 2.000e-04, eta: 5:05:55, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1797, loss: 1.1797, grad_norm: 7.4064 2020-07-27 21:26:56,965 - mmaction - INFO - Epoch [93][3040/3757] lr: 2.000e-04, eta: 5:05:42, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1215, loss: 1.1215, grad_norm: 7.1516 2020-07-27 21:27:10,631 - mmaction - INFO - Epoch [93][3060/3757] lr: 2.000e-04, eta: 5:05:28, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0945, loss: 1.0945, grad_norm: 7.3927 2020-07-27 21:27:24,919 - mmaction - INFO - Epoch [93][3080/3757] lr: 2.000e-04, eta: 5:05:15, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.5405 2020-07-27 21:27:38,754 - mmaction - INFO - Epoch [93][3100/3757] lr: 2.000e-04, eta: 5:05:01, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1844, loss: 1.1844, grad_norm: 7.5140 2020-07-27 21:27:53,876 - mmaction - INFO - Epoch [93][3120/3757] lr: 2.000e-04, eta: 5:04:48, time: 0.760, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.3204 2020-07-27 21:28:07,479 - mmaction - INFO - Epoch [93][3140/3757] lr: 2.000e-04, eta: 5:04:34, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1623, loss: 1.1623, grad_norm: 7.5075 2020-07-27 21:28:21,881 - mmaction - INFO - Epoch [93][3160/3757] lr: 2.000e-04, eta: 5:04:20, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1650, loss: 1.1650, grad_norm: 7.0722 2020-07-27 21:28:35,111 - mmaction - INFO - Epoch [93][3180/3757] lr: 2.000e-04, eta: 5:04:07, time: 0.658, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.4704 2020-07-27 21:28:49,838 - mmaction - INFO - Epoch [93][3200/3757] lr: 2.000e-04, eta: 5:03:53, time: 0.740, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.1103, loss: 1.1103, grad_norm: 7.1923 2020-07-27 21:29:03,504 - mmaction - INFO - Epoch [93][3220/3757] lr: 2.000e-04, eta: 5:03:40, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.2215, loss: 1.2215, grad_norm: 7.7154 2020-07-27 21:29:17,615 - mmaction - INFO - Epoch [93][3240/3757] lr: 2.000e-04, eta: 5:03:26, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1936, loss: 1.1936, grad_norm: 7.3007 2020-07-27 21:29:32,268 - mmaction - INFO - Epoch [93][3260/3757] lr: 2.000e-04, eta: 5:03:13, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9086, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.8800 2020-07-27 21:29:46,817 - mmaction - INFO - Epoch [93][3280/3757] lr: 2.000e-04, eta: 5:02:59, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.2433, loss: 1.2433, grad_norm: 7.4593 2020-07-27 21:30:00,543 - mmaction - INFO - Epoch [93][3300/3757] lr: 2.000e-04, eta: 5:02:46, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2857, loss: 1.2857, grad_norm: 7.2905 2020-07-27 21:30:14,791 - mmaction - INFO - Epoch [93][3320/3757] lr: 2.000e-04, eta: 5:02:32, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.9857 2020-07-27 21:30:28,784 - mmaction - INFO - Epoch [93][3340/3757] lr: 2.000e-04, eta: 5:02:19, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1339, loss: 1.1339, grad_norm: 7.4048 2020-07-27 21:30:42,656 - mmaction - INFO - Epoch [93][3360/3757] lr: 2.000e-04, eta: 5:02:05, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1517, loss: 1.1517, grad_norm: 7.1692 2020-07-27 21:30:56,668 - mmaction - INFO - Epoch [93][3380/3757] lr: 2.000e-04, eta: 5:01:52, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1761, loss: 1.1761, grad_norm: 7.3470 2020-07-27 21:31:11,537 - mmaction - INFO - Epoch [93][3400/3757] lr: 2.000e-04, eta: 5:01:38, time: 0.747, data_time: 0.008, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.4735 2020-07-27 21:31:26,027 - mmaction - INFO - Epoch [93][3420/3757] lr: 2.000e-04, eta: 5:01:25, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.7757 2020-07-27 21:31:39,413 - mmaction - INFO - Epoch [93][3440/3757] lr: 2.000e-04, eta: 5:01:11, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2136, loss: 1.2136, grad_norm: 7.4734 2020-07-27 21:31:53,626 - mmaction - INFO - Epoch [93][3460/3757] lr: 2.000e-04, eta: 5:00:57, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.4173 2020-07-27 21:32:07,763 - mmaction - INFO - Epoch [93][3480/3757] lr: 2.000e-04, eta: 5:00:44, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.3422 2020-07-27 21:32:22,018 - mmaction - INFO - Epoch [93][3500/3757] lr: 2.000e-04, eta: 5:00:30, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2284, loss: 1.2284, grad_norm: 7.5608 2020-07-27 21:32:37,232 - mmaction - INFO - Epoch [93][3520/3757] lr: 2.000e-04, eta: 5:00:17, time: 0.757, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8656, loss_cls: 1.2092, loss: 1.2092, grad_norm: 7.4576 2020-07-27 21:32:52,015 - mmaction - INFO - Epoch [93][3540/3757] lr: 2.000e-04, eta: 5:00:03, time: 0.743, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8727, loss_cls: 1.1495, loss: 1.1495, grad_norm: 7.3381 2020-07-27 21:33:07,131 - mmaction - INFO - Epoch [93][3560/3757] lr: 2.000e-04, eta: 4:59:50, time: 0.754, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2279, loss: 1.2279, grad_norm: 7.3065 2020-07-27 21:33:21,180 - mmaction - INFO - Epoch [93][3580/3757] lr: 2.000e-04, eta: 4:59:36, time: 0.704, data_time: 0.003, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0691, loss: 1.0691, grad_norm: 7.0082 2020-07-27 21:33:35,536 - mmaction - INFO - Epoch [93][3600/3757] lr: 2.000e-04, eta: 4:59:23, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1487, loss: 1.1487, grad_norm: 7.4935 2020-07-27 21:33:49,271 - mmaction - INFO - Epoch [93][3620/3757] lr: 2.000e-04, eta: 4:59:09, time: 0.687, data_time: 0.002, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.2073, loss: 1.2073, grad_norm: 7.3971 2020-07-27 21:34:04,578 - mmaction - INFO - Epoch [93][3640/3757] lr: 2.000e-04, eta: 4:58:56, time: 0.760, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1476, loss: 1.1476, grad_norm: 7.3185 2020-07-27 21:34:18,968 - mmaction - INFO - Epoch [93][3660/3757] lr: 2.000e-04, eta: 4:58:42, time: 0.725, data_time: 0.009, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2167, loss: 1.2167, grad_norm: 7.4008 2020-07-27 21:34:33,812 - mmaction - INFO - Epoch [93][3680/3757] lr: 2.000e-04, eta: 4:58:29, time: 0.740, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1954, loss: 1.1954, grad_norm: 7.4615 2020-07-27 21:34:48,880 - mmaction - INFO - Epoch [93][3700/3757] lr: 2.000e-04, eta: 4:58:15, time: 0.755, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1171, loss: 1.1171, grad_norm: 7.1578 2020-07-27 21:35:02,130 - mmaction - INFO - Epoch [93][3720/3757] lr: 2.000e-04, eta: 4:58:02, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1517, loss: 1.1517, grad_norm: 7.1856 2020-07-27 21:35:16,570 - mmaction - INFO - Epoch [93][3740/3757] lr: 2.000e-04, eta: 4:57:48, time: 0.721, data_time: 0.001, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1516, loss: 1.1516, grad_norm: 7.2517 2020-07-27 21:35:28,986 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-07-27 21:35:55,664 - mmaction - INFO - Epoch [94][20/3757] lr: 2.000e-04, eta: 4:57:23, time: 1.250, data_time: 0.603, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.4889 2020-07-27 21:36:08,493 - mmaction - INFO - Epoch [94][40/3757] lr: 2.000e-04, eta: 4:57:09, time: 0.640, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1492, loss: 1.1492, grad_norm: 7.2501 2020-07-27 21:36:23,613 - mmaction - INFO - Epoch [94][60/3757] lr: 2.000e-04, eta: 4:56:56, time: 0.758, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.9170 2020-07-27 21:36:37,881 - mmaction - INFO - Epoch [94][80/3757] lr: 2.000e-04, eta: 4:56:43, time: 0.713, data_time: 0.002, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1911, loss: 1.1911, grad_norm: 7.3789 2020-07-27 21:36:52,366 - mmaction - INFO - Epoch [94][100/3757] lr: 2.000e-04, eta: 4:56:29, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1251, loss: 1.1251, grad_norm: 7.0382 2020-07-27 21:37:05,862 - mmaction - INFO - Epoch [94][120/3757] lr: 2.000e-04, eta: 4:56:15, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.3337 2020-07-27 21:37:21,607 - mmaction - INFO - Epoch [94][140/3757] lr: 2.000e-04, eta: 4:56:02, time: 0.786, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.5386 2020-07-27 21:37:35,785 - mmaction - INFO - Epoch [94][160/3757] lr: 2.000e-04, eta: 4:55:48, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0649, loss: 1.0649, grad_norm: 7.0846 2020-07-27 21:37:52,358 - mmaction - INFO - Epoch [94][180/3757] lr: 2.000e-04, eta: 4:55:35, time: 0.826, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.2092 2020-07-27 21:38:05,671 - mmaction - INFO - Epoch [94][200/3757] lr: 2.000e-04, eta: 4:55:21, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.4146 2020-07-27 21:38:19,652 - mmaction - INFO - Epoch [94][220/3757] lr: 2.000e-04, eta: 4:55:08, time: 0.697, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.1018, loss: 1.1018, grad_norm: 6.9825 2020-07-27 21:38:35,155 - mmaction - INFO - Epoch [94][240/3757] lr: 2.000e-04, eta: 4:54:55, time: 0.776, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.9999 2020-07-27 21:38:49,256 - mmaction - INFO - Epoch [94][260/3757] lr: 2.000e-04, eta: 4:54:41, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1799, loss: 1.1799, grad_norm: 7.6268 2020-07-27 21:39:03,064 - mmaction - INFO - Epoch [94][280/3757] lr: 2.000e-04, eta: 4:54:27, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0593, loss: 1.0593, grad_norm: 7.1085 2020-07-27 21:39:17,572 - mmaction - INFO - Epoch [94][300/3757] lr: 2.000e-04, eta: 4:54:14, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.2767 2020-07-27 21:39:32,830 - mmaction - INFO - Epoch [94][320/3757] lr: 2.000e-04, eta: 4:54:00, time: 0.763, data_time: 0.003, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.6251 2020-07-27 21:39:47,006 - mmaction - INFO - Epoch [94][340/3757] lr: 2.000e-04, eta: 4:53:47, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.3549 2020-07-27 21:40:01,554 - mmaction - INFO - Epoch [94][360/3757] lr: 2.000e-04, eta: 4:53:33, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2140, loss: 1.2140, grad_norm: 7.4472 2020-07-27 21:40:16,580 - mmaction - INFO - Epoch [94][380/3757] lr: 2.000e-04, eta: 4:53:20, time: 0.750, data_time: 0.004, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1336, loss: 1.1336, grad_norm: 7.1590 2020-07-27 21:40:30,713 - mmaction - INFO - Epoch [94][400/3757] lr: 2.000e-04, eta: 4:53:06, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1570, loss: 1.1570, grad_norm: 7.6724 2020-07-27 21:40:45,832 - mmaction - INFO - Epoch [94][420/3757] lr: 2.000e-04, eta: 4:52:53, time: 0.758, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2476, loss: 1.2476, grad_norm: 7.6307 2020-07-27 21:41:01,564 - mmaction - INFO - Epoch [94][440/3757] lr: 2.000e-04, eta: 4:52:39, time: 0.787, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2164, loss: 1.2164, grad_norm: 7.3379 2020-07-27 21:41:16,815 - mmaction - INFO - Epoch [94][460/3757] lr: 2.000e-04, eta: 4:52:26, time: 0.760, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8797, loss_cls: 1.1596, loss: 1.1596, grad_norm: 7.0415 2020-07-27 21:41:32,985 - mmaction - INFO - Epoch [94][480/3757] lr: 2.000e-04, eta: 4:52:13, time: 0.811, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8797, loss_cls: 1.1676, loss: 1.1676, grad_norm: 7.1905 2020-07-27 21:41:47,858 - mmaction - INFO - Epoch [94][500/3757] lr: 2.000e-04, eta: 4:51:59, time: 0.743, data_time: 0.002, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.1984, loss: 1.1984, grad_norm: 7.2500 2020-07-27 21:42:03,083 - mmaction - INFO - Epoch [94][520/3757] lr: 2.000e-04, eta: 4:51:46, time: 0.762, data_time: 0.003, memory: 7079, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0828, loss: 1.0828, grad_norm: 7.1307 2020-07-27 21:42:17,574 - mmaction - INFO - Epoch [94][540/3757] lr: 2.000e-04, eta: 4:51:32, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1118, loss: 1.1118, grad_norm: 7.3492 2020-07-27 21:42:32,213 - mmaction - INFO - Epoch [94][560/3757] lr: 2.000e-04, eta: 4:51:19, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2568, loss: 1.2568, grad_norm: 7.6178 2020-07-27 21:42:47,151 - mmaction - INFO - Epoch [94][580/3757] lr: 2.000e-04, eta: 4:51:05, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1351, loss: 1.1351, grad_norm: 7.2357 2020-07-27 21:43:02,032 - mmaction - INFO - Epoch [94][600/3757] lr: 2.000e-04, eta: 4:50:52, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2260, loss: 1.2260, grad_norm: 7.6845 2020-07-27 21:43:16,772 - mmaction - INFO - Epoch [94][620/3757] lr: 2.000e-04, eta: 4:50:38, time: 0.737, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.3575 2020-07-27 21:43:31,713 - mmaction - INFO - Epoch [94][640/3757] lr: 2.000e-04, eta: 4:50:25, time: 0.746, data_time: 0.002, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1359, loss: 1.1359, grad_norm: 7.1793 2020-07-27 21:43:47,327 - mmaction - INFO - Epoch [94][660/3757] lr: 2.000e-04, eta: 4:50:11, time: 0.780, data_time: 0.009, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1901, loss: 1.1901, grad_norm: 7.4549 2020-07-27 21:44:01,682 - mmaction - INFO - Epoch [94][680/3757] lr: 2.000e-04, eta: 4:49:58, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.2361 2020-07-27 21:44:18,323 - mmaction - INFO - Epoch [94][700/3757] lr: 2.000e-04, eta: 4:49:44, time: 0.829, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1674, loss: 1.1674, grad_norm: 7.3661 2020-07-27 21:44:33,579 - mmaction - INFO - Epoch [94][720/3757] lr: 2.000e-04, eta: 4:49:31, time: 0.766, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1950, loss: 1.1950, grad_norm: 7.3420 2020-07-27 21:44:48,250 - mmaction - INFO - Epoch [94][740/3757] lr: 2.000e-04, eta: 4:49:17, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0531, loss: 1.0531, grad_norm: 7.0565 2020-07-27 21:45:02,494 - mmaction - INFO - Epoch [94][760/3757] lr: 2.000e-04, eta: 4:49:04, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8648, loss_cls: 1.2331, loss: 1.2331, grad_norm: 7.4633 2020-07-27 21:45:17,005 - mmaction - INFO - Epoch [94][780/3757] lr: 2.000e-04, eta: 4:48:50, time: 0.725, data_time: 0.002, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.1756, loss: 1.1756, grad_norm: 7.2396 2020-07-27 21:45:32,086 - mmaction - INFO - Epoch [94][800/3757] lr: 2.000e-04, eta: 4:48:37, time: 0.750, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.1748 2020-07-27 21:45:47,072 - mmaction - INFO - Epoch [94][820/3757] lr: 2.000e-04, eta: 4:48:23, time: 0.752, data_time: 0.008, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1413, loss: 1.1413, grad_norm: 7.2289 2020-07-27 21:46:01,856 - mmaction - INFO - Epoch [94][840/3757] lr: 2.000e-04, eta: 4:48:10, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.7406, top5_acc: 0.8922, loss_cls: 1.0922, loss: 1.0922, grad_norm: 7.1650 2020-07-27 21:46:16,810 - mmaction - INFO - Epoch [94][860/3757] lr: 2.000e-04, eta: 4:47:56, time: 0.749, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2832, loss: 1.2832, grad_norm: 7.6721 2020-07-27 21:46:32,161 - mmaction - INFO - Epoch [94][880/3757] lr: 2.000e-04, eta: 4:47:43, time: 0.766, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.5224 2020-07-27 21:46:47,903 - mmaction - INFO - Epoch [94][900/3757] lr: 2.000e-04, eta: 4:47:30, time: 0.789, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1905, loss: 1.1905, grad_norm: 7.4011 2020-07-27 21:47:02,319 - mmaction - INFO - Epoch [94][920/3757] lr: 2.000e-04, eta: 4:47:16, time: 0.720, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1704, loss: 1.1704, grad_norm: 7.4055 2020-07-27 21:47:17,882 - mmaction - INFO - Epoch [94][940/3757] lr: 2.000e-04, eta: 4:47:03, time: 0.780, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.3118 2020-07-27 21:47:32,991 - mmaction - INFO - Epoch [94][960/3757] lr: 2.000e-04, eta: 4:46:49, time: 0.756, data_time: 0.003, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.1011, loss: 1.1011, grad_norm: 7.1909 2020-07-27 21:47:47,697 - mmaction - INFO - Epoch [94][980/3757] lr: 2.000e-04, eta: 4:46:36, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1001, loss: 1.1001, grad_norm: 7.0101 2020-07-27 21:48:02,379 - mmaction - INFO - Epoch [94][1000/3757] lr: 2.000e-04, eta: 4:46:22, time: 0.733, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2315, loss: 1.2315, grad_norm: 7.5409 2020-07-27 21:48:16,596 - mmaction - INFO - Epoch [94][1020/3757] lr: 2.000e-04, eta: 4:46:09, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.4348 2020-07-27 21:48:31,145 - mmaction - INFO - Epoch [94][1040/3757] lr: 2.000e-04, eta: 4:45:55, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1593, loss: 1.1593, grad_norm: 7.3142 2020-07-27 21:48:46,059 - mmaction - INFO - Epoch [94][1060/3757] lr: 2.000e-04, eta: 4:45:42, time: 0.748, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.4004 2020-07-27 21:49:01,209 - mmaction - INFO - Epoch [94][1080/3757] lr: 2.000e-04, eta: 4:45:28, time: 0.756, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.6026 2020-07-27 21:49:15,538 - mmaction - INFO - Epoch [94][1100/3757] lr: 2.000e-04, eta: 4:45:15, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8797, loss_cls: 1.1510, loss: 1.1510, grad_norm: 7.2312 2020-07-27 21:49:30,035 - mmaction - INFO - Epoch [94][1120/3757] lr: 2.000e-04, eta: 4:45:01, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8688, loss_cls: 1.2285, loss: 1.2285, grad_norm: 7.4326 2020-07-27 21:49:45,488 - mmaction - INFO - Epoch [94][1140/3757] lr: 2.000e-04, eta: 4:44:48, time: 0.775, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1716, loss: 1.1716, grad_norm: 7.3282 2020-07-27 21:50:00,608 - mmaction - INFO - Epoch [94][1160/3757] lr: 2.000e-04, eta: 4:44:34, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1022, loss: 1.1022, grad_norm: 7.1792 2020-07-27 21:50:14,911 - mmaction - INFO - Epoch [94][1180/3757] lr: 2.000e-04, eta: 4:44:21, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2132, loss: 1.2132, grad_norm: 7.6446 2020-07-27 21:50:30,506 - mmaction - INFO - Epoch [94][1200/3757] lr: 2.000e-04, eta: 4:44:07, time: 0.776, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.2029, loss: 1.2029, grad_norm: 7.3902 2020-07-27 21:50:44,504 - mmaction - INFO - Epoch [94][1220/3757] lr: 2.000e-04, eta: 4:43:54, time: 0.703, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1877, loss: 1.1877, grad_norm: 7.2775 2020-07-27 21:50:59,523 - mmaction - INFO - Epoch [94][1240/3757] lr: 2.000e-04, eta: 4:43:40, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8836, loss_cls: 1.1340, loss: 1.1340, grad_norm: 7.1595 2020-07-27 21:51:13,482 - mmaction - INFO - Epoch [94][1260/3757] lr: 2.000e-04, eta: 4:43:27, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.2008, loss: 1.2008, grad_norm: 7.3014 2020-07-27 21:51:28,127 - mmaction - INFO - Epoch [94][1280/3757] lr: 2.000e-04, eta: 4:43:13, time: 0.733, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2339, loss: 1.2339, grad_norm: 7.4797 2020-07-27 21:51:42,254 - mmaction - INFO - Epoch [94][1300/3757] lr: 2.000e-04, eta: 4:43:00, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.3789 2020-07-27 21:51:56,761 - mmaction - INFO - Epoch [94][1320/3757] lr: 2.000e-04, eta: 4:42:46, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.1547, loss: 1.1547, grad_norm: 7.1784 2020-07-27 21:52:12,798 - mmaction - INFO - Epoch [94][1340/3757] lr: 2.000e-04, eta: 4:42:33, time: 0.806, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.4093 2020-07-27 21:52:26,700 - mmaction - INFO - Epoch [94][1360/3757] lr: 2.000e-04, eta: 4:42:19, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2051, loss: 1.2051, grad_norm: 7.3296 2020-07-27 21:52:40,938 - mmaction - INFO - Epoch [94][1380/3757] lr: 2.000e-04, eta: 4:42:05, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0950, loss: 1.0950, grad_norm: 7.1658 2020-07-27 21:52:55,141 - mmaction - INFO - Epoch [94][1400/3757] lr: 2.000e-04, eta: 4:41:52, time: 0.713, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.4757 2020-07-27 21:53:09,052 - mmaction - INFO - Epoch [94][1420/3757] lr: 2.000e-04, eta: 4:41:38, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1772, loss: 1.1772, grad_norm: 7.4638 2020-07-27 21:53:23,511 - mmaction - INFO - Epoch [94][1440/3757] lr: 2.000e-04, eta: 4:41:25, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0953, loss: 1.0953, grad_norm: 7.1782 2020-07-27 21:53:37,399 - mmaction - INFO - Epoch [94][1460/3757] lr: 2.000e-04, eta: 4:41:11, time: 0.695, data_time: 0.002, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1772, loss: 1.1772, grad_norm: 7.3706 2020-07-27 21:53:51,582 - mmaction - INFO - Epoch [94][1480/3757] lr: 2.000e-04, eta: 4:40:58, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1201, loss: 1.1201, grad_norm: 7.3586 2020-07-27 21:54:05,821 - mmaction - INFO - Epoch [94][1500/3757] lr: 2.000e-04, eta: 4:40:44, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1910, loss: 1.1910, grad_norm: 7.3992 2020-07-27 21:54:20,281 - mmaction - INFO - Epoch [94][1520/3757] lr: 2.000e-04, eta: 4:40:31, time: 0.724, data_time: 0.003, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.3391 2020-07-27 21:54:34,509 - mmaction - INFO - Epoch [94][1540/3757] lr: 2.000e-04, eta: 4:40:17, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2170, loss: 1.2170, grad_norm: 7.3529 2020-07-27 21:54:48,704 - mmaction - INFO - Epoch [94][1560/3757] lr: 2.000e-04, eta: 4:40:04, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2343, loss: 1.2343, grad_norm: 7.4849 2020-07-27 21:55:02,665 - mmaction - INFO - Epoch [94][1580/3757] lr: 2.000e-04, eta: 4:39:50, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1493, loss: 1.1493, grad_norm: 7.2979 2020-07-27 21:55:15,693 - mmaction - INFO - Epoch [94][1600/3757] lr: 2.000e-04, eta: 4:39:36, time: 0.651, data_time: 0.002, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.2045, loss: 1.2045, grad_norm: 7.3002 2020-07-27 21:55:30,185 - mmaction - INFO - Epoch [94][1620/3757] lr: 2.000e-04, eta: 4:39:23, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.4636 2020-07-27 21:55:44,460 - mmaction - INFO - Epoch [94][1640/3757] lr: 2.000e-04, eta: 4:39:09, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.1990 2020-07-27 21:55:58,235 - mmaction - INFO - Epoch [94][1660/3757] lr: 2.000e-04, eta: 4:38:56, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2644, loss: 1.2644, grad_norm: 7.5791 2020-07-27 21:56:12,511 - mmaction - INFO - Epoch [94][1680/3757] lr: 2.000e-04, eta: 4:38:42, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2432, loss: 1.2432, grad_norm: 7.5287 2020-07-27 21:56:26,588 - mmaction - INFO - Epoch [94][1700/3757] lr: 2.000e-04, eta: 4:38:29, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1867, loss: 1.1867, grad_norm: 7.3267 2020-07-27 21:56:40,185 - mmaction - INFO - Epoch [94][1720/3757] lr: 2.000e-04, eta: 4:38:15, time: 0.680, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1497, loss: 1.1497, grad_norm: 7.2021 2020-07-27 21:56:54,811 - mmaction - INFO - Epoch [94][1740/3757] lr: 2.000e-04, eta: 4:38:02, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1762, loss: 1.1762, grad_norm: 7.2617 2020-07-27 21:57:07,911 - mmaction - INFO - Epoch [94][1760/3757] lr: 2.000e-04, eta: 4:37:48, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1856, loss: 1.1856, grad_norm: 7.3873 2020-07-27 21:57:21,353 - mmaction - INFO - Epoch [94][1780/3757] lr: 2.000e-04, eta: 4:37:34, time: 0.672, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.2104, loss: 1.2104, grad_norm: 7.5030 2020-07-27 21:57:34,995 - mmaction - INFO - Epoch [94][1800/3757] lr: 2.000e-04, eta: 4:37:21, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8797, loss_cls: 1.1425, loss: 1.1425, grad_norm: 7.0408 2020-07-27 21:57:48,859 - mmaction - INFO - Epoch [94][1820/3757] lr: 2.000e-04, eta: 4:37:07, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.1872, loss: 1.1872, grad_norm: 7.6447 2020-07-27 21:58:02,153 - mmaction - INFO - Epoch [94][1840/3757] lr: 2.000e-04, eta: 4:36:54, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1601, loss: 1.1601, grad_norm: 7.2964 2020-07-27 21:58:17,314 - mmaction - INFO - Epoch [94][1860/3757] lr: 2.000e-04, eta: 4:36:40, time: 0.759, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.1960, loss: 1.1960, grad_norm: 7.2193 2020-07-27 21:58:31,045 - mmaction - INFO - Epoch [94][1880/3757] lr: 2.000e-04, eta: 4:36:27, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.3057, loss: 1.3057, grad_norm: 7.8598 2020-07-27 21:58:44,715 - mmaction - INFO - Epoch [94][1900/3757] lr: 2.000e-04, eta: 4:36:13, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.1962, loss: 1.1962, grad_norm: 7.1888 2020-07-27 21:58:57,963 - mmaction - INFO - Epoch [94][1920/3757] lr: 2.000e-04, eta: 4:35:59, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2419, loss: 1.2419, grad_norm: 7.7672 2020-07-27 21:59:11,402 - mmaction - INFO - Epoch [94][1940/3757] lr: 2.000e-04, eta: 4:35:46, time: 0.673, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1871, loss: 1.1871, grad_norm: 7.1640 2020-07-27 21:59:26,305 - mmaction - INFO - Epoch [94][1960/3757] lr: 2.000e-04, eta: 4:35:32, time: 0.744, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1616, loss: 1.1616, grad_norm: 7.2351 2020-07-27 21:59:39,864 - mmaction - INFO - Epoch [94][1980/3757] lr: 2.000e-04, eta: 4:35:19, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.1960, loss: 1.1960, grad_norm: 7.5005 2020-07-27 21:59:54,800 - mmaction - INFO - Epoch [94][2000/3757] lr: 2.000e-04, eta: 4:35:05, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8844, loss_cls: 1.1313, loss: 1.1313, grad_norm: 7.2363 2020-07-27 22:00:09,960 - mmaction - INFO - Epoch [94][2020/3757] lr: 2.000e-04, eta: 4:34:52, time: 0.751, data_time: 0.004, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.1984, loss: 1.1984, grad_norm: 7.2341 2020-07-27 22:00:23,610 - mmaction - INFO - Epoch [94][2040/3757] lr: 2.000e-04, eta: 4:34:38, time: 0.684, data_time: 0.058, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1463, loss: 1.1463, grad_norm: 7.3241 2020-07-27 22:00:37,694 - mmaction - INFO - Epoch [94][2060/3757] lr: 2.000e-04, eta: 4:34:25, time: 0.710, data_time: 0.009, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.1819, loss: 1.1819, grad_norm: 7.2113 2020-07-27 22:00:51,724 - mmaction - INFO - Epoch [94][2080/3757] lr: 2.000e-04, eta: 4:34:11, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.5615 2020-07-27 22:01:05,210 - mmaction - INFO - Epoch [94][2100/3757] lr: 2.000e-04, eta: 4:33:57, time: 0.678, data_time: 0.008, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2472, loss: 1.2472, grad_norm: 7.5135 2020-07-27 22:01:19,312 - mmaction - INFO - Epoch [94][2120/3757] lr: 2.000e-04, eta: 4:33:44, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1086, loss: 1.1086, grad_norm: 7.1232 2020-07-27 22:01:32,745 - mmaction - INFO - Epoch [94][2140/3757] lr: 2.000e-04, eta: 4:33:30, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2425, loss: 1.2425, grad_norm: 7.4415 2020-07-27 22:01:46,248 - mmaction - INFO - Epoch [94][2160/3757] lr: 2.000e-04, eta: 4:33:17, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.3027 2020-07-27 22:02:00,505 - mmaction - INFO - Epoch [94][2180/3757] lr: 2.000e-04, eta: 4:33:03, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8797, loss_cls: 1.1641, loss: 1.1641, grad_norm: 7.2130 2020-07-27 22:02:14,342 - mmaction - INFO - Epoch [94][2200/3757] lr: 2.000e-04, eta: 4:32:50, time: 0.691, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1164, loss: 1.1164, grad_norm: 7.2111 2020-07-27 22:02:27,491 - mmaction - INFO - Epoch [94][2220/3757] lr: 2.000e-04, eta: 4:32:36, time: 0.655, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.4378 2020-07-27 22:02:42,001 - mmaction - INFO - Epoch [94][2240/3757] lr: 2.000e-04, eta: 4:32:23, time: 0.730, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1619, loss: 1.1619, grad_norm: 7.3830 2020-07-27 22:02:55,515 - mmaction - INFO - Epoch [94][2260/3757] lr: 2.000e-04, eta: 4:32:09, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1839, loss: 1.1839, grad_norm: 7.3793 2020-07-27 22:03:09,126 - mmaction - INFO - Epoch [94][2280/3757] lr: 2.000e-04, eta: 4:31:55, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2336, loss: 1.2336, grad_norm: 7.5690 2020-07-27 22:03:23,638 - mmaction - INFO - Epoch [94][2300/3757] lr: 2.000e-04, eta: 4:31:42, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.1194, loss: 1.1194, grad_norm: 7.2833 2020-07-27 22:03:37,181 - mmaction - INFO - Epoch [94][2320/3757] lr: 2.000e-04, eta: 4:31:28, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1288, loss: 1.1288, grad_norm: 7.0011 2020-07-27 22:03:51,380 - mmaction - INFO - Epoch [94][2340/3757] lr: 2.000e-04, eta: 4:31:15, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1130, loss: 1.1130, grad_norm: 7.2804 2020-07-27 22:04:05,130 - mmaction - INFO - Epoch [94][2360/3757] lr: 2.000e-04, eta: 4:31:01, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.4236 2020-07-27 22:04:18,287 - mmaction - INFO - Epoch [94][2380/3757] lr: 2.000e-04, eta: 4:30:47, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.4368 2020-07-27 22:04:32,348 - mmaction - INFO - Epoch [94][2400/3757] lr: 2.000e-04, eta: 4:30:34, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8609, loss_cls: 1.2252, loss: 1.2252, grad_norm: 7.4163 2020-07-27 22:04:46,283 - mmaction - INFO - Epoch [94][2420/3757] lr: 2.000e-04, eta: 4:30:20, time: 0.696, data_time: 0.002, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.1676, loss: 1.1676, grad_norm: 7.3039 2020-07-27 22:04:59,095 - mmaction - INFO - Epoch [94][2440/3757] lr: 2.000e-04, eta: 4:30:07, time: 0.641, data_time: 0.003, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.4604 2020-07-27 22:05:12,343 - mmaction - INFO - Epoch [94][2460/3757] lr: 2.000e-04, eta: 4:29:53, time: 0.660, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.3601 2020-07-27 22:05:26,393 - mmaction - INFO - Epoch [94][2480/3757] lr: 2.000e-04, eta: 4:29:40, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2222, loss: 1.2222, grad_norm: 7.6972 2020-07-27 22:05:40,010 - mmaction - INFO - Epoch [94][2500/3757] lr: 2.000e-04, eta: 4:29:26, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1942, loss: 1.1942, grad_norm: 7.3822 2020-07-27 22:05:53,831 - mmaction - INFO - Epoch [94][2520/3757] lr: 2.000e-04, eta: 4:29:12, time: 0.695, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8812, loss_cls: 1.1723, loss: 1.1723, grad_norm: 7.1963 2020-07-27 22:06:07,270 - mmaction - INFO - Epoch [94][2540/3757] lr: 2.000e-04, eta: 4:28:59, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0610, loss: 1.0610, grad_norm: 7.0852 2020-07-27 22:06:21,728 - mmaction - INFO - Epoch [94][2560/3757] lr: 2.000e-04, eta: 4:28:45, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.6412 2020-07-27 22:06:34,800 - mmaction - INFO - Epoch [94][2580/3757] lr: 2.000e-04, eta: 4:28:32, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1824, loss: 1.1824, grad_norm: 7.3434 2020-07-27 22:06:48,030 - mmaction - INFO - Epoch [94][2600/3757] lr: 2.000e-04, eta: 4:28:18, time: 0.664, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1859, loss: 1.1859, grad_norm: 7.4866 2020-07-27 22:07:02,881 - mmaction - INFO - Epoch [94][2620/3757] lr: 2.000e-04, eta: 4:28:05, time: 0.743, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2031, loss: 1.2031, grad_norm: 7.5262 2020-07-27 22:07:15,666 - mmaction - INFO - Epoch [94][2640/3757] lr: 2.000e-04, eta: 4:27:51, time: 0.639, data_time: 0.003, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1833, loss: 1.1833, grad_norm: 7.3921 2020-07-27 22:07:29,025 - mmaction - INFO - Epoch [94][2660/3757] lr: 2.000e-04, eta: 4:27:37, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8812, loss_cls: 1.1945, loss: 1.1945, grad_norm: 7.3259 2020-07-27 22:07:42,145 - mmaction - INFO - Epoch [94][2680/3757] lr: 2.000e-04, eta: 4:27:24, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.4927 2020-07-27 22:07:55,672 - mmaction - INFO - Epoch [94][2700/3757] lr: 2.000e-04, eta: 4:27:10, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2218, loss: 1.2218, grad_norm: 7.2412 2020-07-27 22:08:08,856 - mmaction - INFO - Epoch [94][2720/3757] lr: 2.000e-04, eta: 4:26:56, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1702, loss: 1.1702, grad_norm: 7.3510 2020-07-27 22:08:22,167 - mmaction - INFO - Epoch [94][2740/3757] lr: 2.000e-04, eta: 4:26:43, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1595, loss: 1.1595, grad_norm: 7.1869 2020-07-27 22:08:36,237 - mmaction - INFO - Epoch [94][2760/3757] lr: 2.000e-04, eta: 4:26:29, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1641, loss: 1.1641, grad_norm: 7.2316 2020-07-27 22:08:50,907 - mmaction - INFO - Epoch [94][2780/3757] lr: 2.000e-04, eta: 4:26:16, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1320, loss: 1.1320, grad_norm: 7.3225 2020-07-27 22:09:04,578 - mmaction - INFO - Epoch [94][2800/3757] lr: 2.000e-04, eta: 4:26:02, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2501, loss: 1.2501, grad_norm: 7.5240 2020-07-27 22:09:18,238 - mmaction - INFO - Epoch [94][2820/3757] lr: 2.000e-04, eta: 4:25:49, time: 0.685, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1719, loss: 1.1719, grad_norm: 7.3324 2020-07-27 22:09:31,411 - mmaction - INFO - Epoch [94][2840/3757] lr: 2.000e-04, eta: 4:25:35, time: 0.657, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.5023 2020-07-27 22:09:46,278 - mmaction - INFO - Epoch [94][2860/3757] lr: 2.000e-04, eta: 4:25:22, time: 0.746, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2466, loss: 1.2466, grad_norm: 7.4912 2020-07-27 22:10:00,254 - mmaction - INFO - Epoch [94][2880/3757] lr: 2.000e-04, eta: 4:25:08, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1863, loss: 1.1863, grad_norm: 7.5267 2020-07-27 22:10:13,105 - mmaction - INFO - Epoch [94][2900/3757] lr: 2.000e-04, eta: 4:24:54, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.6365 2020-07-27 22:10:26,969 - mmaction - INFO - Epoch [94][2920/3757] lr: 2.000e-04, eta: 4:24:41, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0893, loss: 1.0893, grad_norm: 7.1418 2020-07-27 22:10:40,361 - mmaction - INFO - Epoch [94][2940/3757] lr: 2.000e-04, eta: 4:24:27, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8781, loss_cls: 1.1420, loss: 1.1420, grad_norm: 7.2842 2020-07-27 22:10:53,626 - mmaction - INFO - Epoch [94][2960/3757] lr: 2.000e-04, eta: 4:24:14, time: 0.663, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2207, loss: 1.2207, grad_norm: 7.4913 2020-07-27 22:11:07,025 - mmaction - INFO - Epoch [94][2980/3757] lr: 2.000e-04, eta: 4:24:00, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.9710 2020-07-27 22:11:21,145 - mmaction - INFO - Epoch [94][3000/3757] lr: 2.000e-04, eta: 4:23:46, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.1166 2020-07-27 22:11:34,203 - mmaction - INFO - Epoch [94][3020/3757] lr: 2.000e-04, eta: 4:23:33, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1429, loss: 1.1429, grad_norm: 7.1745 2020-07-27 22:11:48,434 - mmaction - INFO - Epoch [94][3040/3757] lr: 2.000e-04, eta: 4:23:19, time: 0.708, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1652, loss: 1.1652, grad_norm: 7.3656 2020-07-27 22:12:02,214 - mmaction - INFO - Epoch [94][3060/3757] lr: 2.000e-04, eta: 4:23:06, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.6680 2020-07-27 22:12:15,531 - mmaction - INFO - Epoch [94][3080/3757] lr: 2.000e-04, eta: 4:22:52, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.1853, loss: 1.1853, grad_norm: 7.5691 2020-07-27 22:12:28,989 - mmaction - INFO - Epoch [94][3100/3757] lr: 2.000e-04, eta: 4:22:38, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.9016, loss_cls: 1.0939, loss: 1.0939, grad_norm: 7.1546 2020-07-27 22:12:42,444 - mmaction - INFO - Epoch [94][3120/3757] lr: 2.000e-04, eta: 4:22:25, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1202, loss: 1.1202, grad_norm: 7.3526 2020-07-27 22:12:56,219 - mmaction - INFO - Epoch [94][3140/3757] lr: 2.000e-04, eta: 4:22:11, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1347, loss: 1.1347, grad_norm: 7.2873 2020-07-27 22:13:09,681 - mmaction - INFO - Epoch [94][3160/3757] lr: 2.000e-04, eta: 4:21:58, time: 0.675, data_time: 0.009, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1769, loss: 1.1769, grad_norm: 7.4651 2020-07-27 22:13:23,546 - mmaction - INFO - Epoch [94][3180/3757] lr: 2.000e-04, eta: 4:21:44, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8844, loss_cls: 1.2468, loss: 1.2468, grad_norm: 7.7628 2020-07-27 22:13:37,213 - mmaction - INFO - Epoch [94][3200/3757] lr: 2.000e-04, eta: 4:21:31, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2426, loss: 1.2426, grad_norm: 7.5564 2020-07-27 22:13:50,517 - mmaction - INFO - Epoch [94][3220/3757] lr: 2.000e-04, eta: 4:21:17, time: 0.665, data_time: 0.002, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2236, loss: 1.2236, grad_norm: 7.5003 2020-07-27 22:14:03,519 - mmaction - INFO - Epoch [94][3240/3757] lr: 2.000e-04, eta: 4:21:03, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1817, loss: 1.1817, grad_norm: 7.4235 2020-07-27 22:14:17,187 - mmaction - INFO - Epoch [94][3260/3757] lr: 2.000e-04, eta: 4:20:50, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1428, loss: 1.1428, grad_norm: 7.3530 2020-07-27 22:14:30,825 - mmaction - INFO - Epoch [94][3280/3757] lr: 2.000e-04, eta: 4:20:36, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1983, loss: 1.1983, grad_norm: 7.4408 2020-07-27 22:14:43,716 - mmaction - INFO - Epoch [94][3300/3757] lr: 2.000e-04, eta: 4:20:23, time: 0.641, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2324, loss: 1.2324, grad_norm: 7.6598 2020-07-27 22:14:57,298 - mmaction - INFO - Epoch [94][3320/3757] lr: 2.000e-04, eta: 4:20:09, time: 0.682, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2147, loss: 1.2147, grad_norm: 7.5308 2020-07-27 22:15:10,909 - mmaction - INFO - Epoch [94][3340/3757] lr: 2.000e-04, eta: 4:19:55, time: 0.681, data_time: 0.003, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8766, loss_cls: 1.1705, loss: 1.1705, grad_norm: 7.5707 2020-07-27 22:15:24,498 - mmaction - INFO - Epoch [94][3360/3757] lr: 2.000e-04, eta: 4:19:42, time: 0.678, data_time: 0.005, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2416, loss: 1.2416, grad_norm: 7.6305 2020-07-27 22:15:37,877 - mmaction - INFO - Epoch [94][3380/3757] lr: 2.000e-04, eta: 4:19:28, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1721, loss: 1.1721, grad_norm: 7.3518 2020-07-27 22:15:50,726 - mmaction - INFO - Epoch [94][3400/3757] lr: 2.000e-04, eta: 4:19:15, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1734, loss: 1.1734, grad_norm: 7.2887 2020-07-27 22:16:04,239 - mmaction - INFO - Epoch [94][3420/3757] lr: 2.000e-04, eta: 4:19:01, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1642, loss: 1.1642, grad_norm: 7.2653 2020-07-27 22:16:17,551 - mmaction - INFO - Epoch [94][3440/3757] lr: 2.000e-04, eta: 4:18:47, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8750, loss_cls: 1.2029, loss: 1.2029, grad_norm: 7.3045 2020-07-27 22:16:30,538 - mmaction - INFO - Epoch [94][3460/3757] lr: 2.000e-04, eta: 4:18:34, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2169, loss: 1.2169, grad_norm: 7.5338 2020-07-27 22:16:43,870 - mmaction - INFO - Epoch [94][3480/3757] lr: 2.000e-04, eta: 4:18:20, time: 0.666, data_time: 0.009, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2593, loss: 1.2593, grad_norm: 7.5727 2020-07-27 22:16:57,993 - mmaction - INFO - Epoch [94][3500/3757] lr: 2.000e-04, eta: 4:18:07, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1750, loss: 1.1750, grad_norm: 7.3038 2020-07-27 22:17:10,618 - mmaction - INFO - Epoch [94][3520/3757] lr: 2.000e-04, eta: 4:17:53, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1972, loss: 1.1972, grad_norm: 7.3822 2020-07-27 22:17:24,490 - mmaction - INFO - Epoch [94][3540/3757] lr: 2.000e-04, eta: 4:17:39, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1320, loss: 1.1320, grad_norm: 7.0278 2020-07-27 22:17:37,701 - mmaction - INFO - Epoch [94][3560/3757] lr: 2.000e-04, eta: 4:17:26, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.1160, loss: 1.1160, grad_norm: 7.1798 2020-07-27 22:17:50,973 - mmaction - INFO - Epoch [94][3580/3757] lr: 2.000e-04, eta: 4:17:12, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.5000 2020-07-27 22:18:05,133 - mmaction - INFO - Epoch [94][3600/3757] lr: 2.000e-04, eta: 4:16:59, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.2466 2020-07-27 22:18:17,795 - mmaction - INFO - Epoch [94][3620/3757] lr: 2.000e-04, eta: 4:16:45, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1013, loss: 1.1013, grad_norm: 7.2764 2020-07-27 22:18:31,694 - mmaction - INFO - Epoch [94][3640/3757] lr: 2.000e-04, eta: 4:16:31, time: 0.695, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1384, loss: 1.1384, grad_norm: 7.2494 2020-07-27 22:18:44,758 - mmaction - INFO - Epoch [94][3660/3757] lr: 2.000e-04, eta: 4:16:18, time: 0.651, data_time: 0.004, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.6978 2020-07-27 22:18:58,308 - mmaction - INFO - Epoch [94][3680/3757] lr: 2.000e-04, eta: 4:16:04, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1466, loss: 1.1466, grad_norm: 7.6126 2020-07-27 22:19:11,367 - mmaction - INFO - Epoch [94][3700/3757] lr: 2.000e-04, eta: 4:15:51, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1919, loss: 1.1919, grad_norm: 7.4236 2020-07-27 22:19:25,425 - mmaction - INFO - Epoch [94][3720/3757] lr: 2.000e-04, eta: 4:15:37, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8797, loss_cls: 1.1463, loss: 1.1463, grad_norm: 7.1778 2020-07-27 22:19:38,427 - mmaction - INFO - Epoch [94][3740/3757] lr: 2.000e-04, eta: 4:15:23, time: 0.648, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1966, loss: 1.1966, grad_norm: 7.3895 2020-07-27 22:19:49,614 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-07-27 22:20:15,761 - mmaction - INFO - Epoch [95][20/3757] lr: 2.000e-04, eta: 4:14:58, time: 1.233, data_time: 0.601, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.2425, loss: 1.2425, grad_norm: 7.5123 2020-07-27 22:20:28,440 - mmaction - INFO - Epoch [95][40/3757] lr: 2.000e-04, eta: 4:14:45, time: 0.631, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.4191 2020-07-27 22:20:41,151 - mmaction - INFO - Epoch [95][60/3757] lr: 2.000e-04, eta: 4:14:31, time: 0.639, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8594, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.2436 2020-07-27 22:20:54,982 - mmaction - INFO - Epoch [95][80/3757] lr: 2.000e-04, eta: 4:14:17, time: 0.688, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1836, loss: 1.1836, grad_norm: 7.3499 2020-07-27 22:21:07,639 - mmaction - INFO - Epoch [95][100/3757] lr: 2.000e-04, eta: 4:14:04, time: 0.636, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1203, loss: 1.1203, grad_norm: 7.2921 2020-07-27 22:21:21,566 - mmaction - INFO - Epoch [95][120/3757] lr: 2.000e-04, eta: 4:13:50, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.3840 2020-07-27 22:21:34,275 - mmaction - INFO - Epoch [95][140/3757] lr: 2.000e-04, eta: 4:13:37, time: 0.636, data_time: 0.002, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.2674 2020-07-27 22:21:48,578 - mmaction - INFO - Epoch [95][160/3757] lr: 2.000e-04, eta: 4:13:23, time: 0.714, data_time: 0.002, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1604, loss: 1.1604, grad_norm: 7.4773 2020-07-27 22:22:01,915 - mmaction - INFO - Epoch [95][180/3757] lr: 2.000e-04, eta: 4:13:09, time: 0.668, data_time: 0.002, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2156, loss: 1.2156, grad_norm: 7.5334 2020-07-27 22:22:15,438 - mmaction - INFO - Epoch [95][200/3757] lr: 2.000e-04, eta: 4:12:56, time: 0.675, data_time: 0.002, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1770, loss: 1.1770, grad_norm: 7.4636 2020-07-27 22:22:29,211 - mmaction - INFO - Epoch [95][220/3757] lr: 2.000e-04, eta: 4:12:42, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.2357 2020-07-27 22:22:42,751 - mmaction - INFO - Epoch [95][240/3757] lr: 2.000e-04, eta: 4:12:29, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.5098 2020-07-27 22:22:56,074 - mmaction - INFO - Epoch [95][260/3757] lr: 2.000e-04, eta: 4:12:15, time: 0.665, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1880, loss: 1.1880, grad_norm: 7.4640 2020-07-27 22:23:09,707 - mmaction - INFO - Epoch [95][280/3757] lr: 2.000e-04, eta: 4:12:01, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2011, loss: 1.2011, grad_norm: 7.4498 2020-07-27 22:23:23,159 - mmaction - INFO - Epoch [95][300/3757] lr: 2.000e-04, eta: 4:11:48, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.4284 2020-07-27 22:23:36,601 - mmaction - INFO - Epoch [95][320/3757] lr: 2.000e-04, eta: 4:11:34, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1102, loss: 1.1102, grad_norm: 7.4840 2020-07-27 22:23:50,784 - mmaction - INFO - Epoch [95][340/3757] lr: 2.000e-04, eta: 4:11:21, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1803, loss: 1.1803, grad_norm: 7.2321 2020-07-27 22:24:05,275 - mmaction - INFO - Epoch [95][360/3757] lr: 2.000e-04, eta: 4:11:07, time: 0.725, data_time: 0.003, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1305, loss: 1.1305, grad_norm: 7.2844 2020-07-27 22:24:18,479 - mmaction - INFO - Epoch [95][380/3757] lr: 2.000e-04, eta: 4:10:54, time: 0.659, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.5842 2020-07-27 22:24:31,830 - mmaction - INFO - Epoch [95][400/3757] lr: 2.000e-04, eta: 4:10:40, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2334, loss: 1.2334, grad_norm: 7.6030 2020-07-27 22:24:46,166 - mmaction - INFO - Epoch [95][420/3757] lr: 2.000e-04, eta: 4:10:26, time: 0.717, data_time: 0.002, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1695, loss: 1.1695, grad_norm: 7.3509 2020-07-27 22:25:00,279 - mmaction - INFO - Epoch [95][440/3757] lr: 2.000e-04, eta: 4:10:13, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.6132 2020-07-27 22:25:14,495 - mmaction - INFO - Epoch [95][460/3757] lr: 2.000e-04, eta: 4:09:59, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1808, loss: 1.1808, grad_norm: 7.3044 2020-07-27 22:25:27,832 - mmaction - INFO - Epoch [95][480/3757] lr: 2.000e-04, eta: 4:09:46, time: 0.667, data_time: 0.002, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1467, loss: 1.1467, grad_norm: 7.3553 2020-07-27 22:25:41,912 - mmaction - INFO - Epoch [95][500/3757] lr: 2.000e-04, eta: 4:09:32, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2076, loss: 1.2076, grad_norm: 7.1740 2020-07-27 22:25:55,631 - mmaction - INFO - Epoch [95][520/3757] lr: 2.000e-04, eta: 4:09:19, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1424, loss: 1.1424, grad_norm: 7.3507 2020-07-27 22:26:09,409 - mmaction - INFO - Epoch [95][540/3757] lr: 2.000e-04, eta: 4:09:05, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.6035 2020-07-27 22:26:23,999 - mmaction - INFO - Epoch [95][560/3757] lr: 2.000e-04, eta: 4:08:52, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1841, loss: 1.1841, grad_norm: 7.3410 2020-07-27 22:26:38,123 - mmaction - INFO - Epoch [95][580/3757] lr: 2.000e-04, eta: 4:08:38, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1465, loss: 1.1465, grad_norm: 7.4252 2020-07-27 22:26:51,998 - mmaction - INFO - Epoch [95][600/3757] lr: 2.000e-04, eta: 4:08:24, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.5329 2020-07-27 22:27:07,496 - mmaction - INFO - Epoch [95][620/3757] lr: 2.000e-04, eta: 4:08:11, time: 0.775, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1448, loss: 1.1448, grad_norm: 7.3169 2020-07-27 22:27:20,748 - mmaction - INFO - Epoch [95][640/3757] lr: 2.000e-04, eta: 4:07:57, time: 0.663, data_time: 0.002, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.6022 2020-07-27 22:27:35,446 - mmaction - INFO - Epoch [95][660/3757] lr: 2.000e-04, eta: 4:07:44, time: 0.735, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.1971, loss: 1.1971, grad_norm: 7.4394 2020-07-27 22:27:48,942 - mmaction - INFO - Epoch [95][680/3757] lr: 2.000e-04, eta: 4:07:30, time: 0.674, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1918, loss: 1.1918, grad_norm: 7.4264 2020-07-27 22:28:03,620 - mmaction - INFO - Epoch [95][700/3757] lr: 2.000e-04, eta: 4:07:17, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1435, loss: 1.1435, grad_norm: 7.2528 2020-07-27 22:28:17,628 - mmaction - INFO - Epoch [95][720/3757] lr: 2.000e-04, eta: 4:07:03, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2453, loss: 1.2453, grad_norm: 7.4613 2020-07-27 22:28:32,905 - mmaction - INFO - Epoch [95][740/3757] lr: 2.000e-04, eta: 4:06:50, time: 0.761, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.5516 2020-07-27 22:28:46,425 - mmaction - INFO - Epoch [95][760/3757] lr: 2.000e-04, eta: 4:06:36, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.3340 2020-07-27 22:29:00,477 - mmaction - INFO - Epoch [95][780/3757] lr: 2.000e-04, eta: 4:06:23, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2373, loss: 1.2373, grad_norm: 7.6771 2020-07-27 22:29:14,608 - mmaction - INFO - Epoch [95][800/3757] lr: 2.000e-04, eta: 4:06:09, time: 0.710, data_time: 0.007, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1771, loss: 1.1771, grad_norm: 7.3257 2020-07-27 22:29:29,085 - mmaction - INFO - Epoch [95][820/3757] lr: 2.000e-04, eta: 4:05:55, time: 0.719, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1467, loss: 1.1467, grad_norm: 7.2724 2020-07-27 22:29:42,716 - mmaction - INFO - Epoch [95][840/3757] lr: 2.000e-04, eta: 4:05:42, time: 0.686, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.2002, loss: 1.2002, grad_norm: 7.5530 2020-07-27 22:29:57,636 - mmaction - INFO - Epoch [95][860/3757] lr: 2.000e-04, eta: 4:05:28, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2613, loss: 1.2613, grad_norm: 7.5516 2020-07-27 22:30:11,039 - mmaction - INFO - Epoch [95][880/3757] lr: 2.000e-04, eta: 4:05:15, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1416, loss: 1.1416, grad_norm: 7.2175 2020-07-27 22:30:25,403 - mmaction - INFO - Epoch [95][900/3757] lr: 2.000e-04, eta: 4:05:01, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1240, loss: 1.1240, grad_norm: 7.1869 2020-07-27 22:30:39,803 - mmaction - INFO - Epoch [95][920/3757] lr: 2.000e-04, eta: 4:04:48, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1363, loss: 1.1363, grad_norm: 7.2244 2020-07-27 22:30:53,991 - mmaction - INFO - Epoch [95][940/3757] lr: 2.000e-04, eta: 4:04:34, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8922, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.5958 2020-07-27 22:31:08,055 - mmaction - INFO - Epoch [95][960/3757] lr: 2.000e-04, eta: 4:04:21, time: 0.704, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.4334 2020-07-27 22:31:22,233 - mmaction - INFO - Epoch [95][980/3757] lr: 2.000e-04, eta: 4:04:07, time: 0.709, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2386, loss: 1.2386, grad_norm: 7.4394 2020-07-27 22:31:36,900 - mmaction - INFO - Epoch [95][1000/3757] lr: 2.000e-04, eta: 4:03:53, time: 0.734, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1915, loss: 1.1915, grad_norm: 7.4347 2020-07-27 22:31:51,342 - mmaction - INFO - Epoch [95][1020/3757] lr: 2.000e-04, eta: 4:03:40, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2481, loss: 1.2481, grad_norm: 7.4485 2020-07-27 22:32:06,092 - mmaction - INFO - Epoch [95][1040/3757] lr: 2.000e-04, eta: 4:03:26, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1388, loss: 1.1388, grad_norm: 7.1520 2020-07-27 22:32:20,160 - mmaction - INFO - Epoch [95][1060/3757] lr: 2.000e-04, eta: 4:03:13, time: 0.704, data_time: 0.002, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2536, loss: 1.2536, grad_norm: 7.5095 2020-07-27 22:32:35,390 - mmaction - INFO - Epoch [95][1080/3757] lr: 2.000e-04, eta: 4:02:59, time: 0.758, data_time: 0.002, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1541, loss: 1.1541, grad_norm: 7.3150 2020-07-27 22:32:49,371 - mmaction - INFO - Epoch [95][1100/3757] lr: 2.000e-04, eta: 4:02:46, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1994, loss: 1.1994, grad_norm: 7.3355 2020-07-27 22:33:05,606 - mmaction - INFO - Epoch [95][1120/3757] lr: 2.000e-04, eta: 4:02:32, time: 0.810, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1948, loss: 1.1948, grad_norm: 7.4509 2020-07-27 22:33:19,545 - mmaction - INFO - Epoch [95][1140/3757] lr: 2.000e-04, eta: 4:02:19, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1761, loss: 1.1761, grad_norm: 7.4181 2020-07-27 22:33:34,792 - mmaction - INFO - Epoch [95][1160/3757] lr: 2.000e-04, eta: 4:02:05, time: 0.765, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1896, loss: 1.1896, grad_norm: 7.5822 2020-07-27 22:33:50,378 - mmaction - INFO - Epoch [95][1180/3757] lr: 2.000e-04, eta: 4:01:52, time: 0.780, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2296, loss: 1.2296, grad_norm: 7.3444 2020-07-27 22:34:04,724 - mmaction - INFO - Epoch [95][1200/3757] lr: 2.000e-04, eta: 4:01:38, time: 0.718, data_time: 0.003, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1046, loss: 1.1046, grad_norm: 7.1142 2020-07-27 22:34:18,601 - mmaction - INFO - Epoch [95][1220/3757] lr: 2.000e-04, eta: 4:01:25, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.3618 2020-07-27 22:34:33,243 - mmaction - INFO - Epoch [95][1240/3757] lr: 2.000e-04, eta: 4:01:11, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1450, loss: 1.1450, grad_norm: 7.2448 2020-07-27 22:34:48,196 - mmaction - INFO - Epoch [95][1260/3757] lr: 2.000e-04, eta: 4:00:58, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1499, loss: 1.1499, grad_norm: 7.1837 2020-07-27 22:35:03,413 - mmaction - INFO - Epoch [95][1280/3757] lr: 2.000e-04, eta: 4:00:44, time: 0.764, data_time: 0.007, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8961, loss_cls: 1.1405, loss: 1.1405, grad_norm: 7.4041 2020-07-27 22:35:17,674 - mmaction - INFO - Epoch [95][1300/3757] lr: 2.000e-04, eta: 4:00:31, time: 0.712, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.1991, loss: 1.1991, grad_norm: 7.5716 2020-07-27 22:35:31,627 - mmaction - INFO - Epoch [95][1320/3757] lr: 2.000e-04, eta: 4:00:17, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.6858 2020-07-27 22:35:47,333 - mmaction - INFO - Epoch [95][1340/3757] lr: 2.000e-04, eta: 4:00:04, time: 0.786, data_time: 0.003, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1515, loss: 1.1515, grad_norm: 7.4164 2020-07-27 22:36:00,830 - mmaction - INFO - Epoch [95][1360/3757] lr: 2.000e-04, eta: 3:59:50, time: 0.672, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.5514 2020-07-27 22:36:15,263 - mmaction - INFO - Epoch [95][1380/3757] lr: 2.000e-04, eta: 3:59:37, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8648, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.5324 2020-07-27 22:36:29,780 - mmaction - INFO - Epoch [95][1400/3757] lr: 2.000e-04, eta: 3:59:23, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1936, loss: 1.1936, grad_norm: 7.6263 2020-07-27 22:36:43,905 - mmaction - INFO - Epoch [95][1420/3757] lr: 2.000e-04, eta: 3:59:09, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2168, loss: 1.2168, grad_norm: 7.5250 2020-07-27 22:36:59,065 - mmaction - INFO - Epoch [95][1440/3757] lr: 2.000e-04, eta: 3:58:56, time: 0.756, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1223, loss: 1.1223, grad_norm: 7.2877 2020-07-27 22:37:13,705 - mmaction - INFO - Epoch [95][1460/3757] lr: 2.000e-04, eta: 3:58:42, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1054, loss: 1.1054, grad_norm: 7.4838 2020-07-27 22:37:27,904 - mmaction - INFO - Epoch [95][1480/3757] lr: 2.000e-04, eta: 3:58:29, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.5400 2020-07-27 22:37:42,691 - mmaction - INFO - Epoch [95][1500/3757] lr: 2.000e-04, eta: 3:58:15, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2064, loss: 1.2064, grad_norm: 7.4896 2020-07-27 22:37:57,009 - mmaction - INFO - Epoch [95][1520/3757] lr: 2.000e-04, eta: 3:58:02, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.2094, loss: 1.2094, grad_norm: 7.5603 2020-07-27 22:38:11,981 - mmaction - INFO - Epoch [95][1540/3757] lr: 2.000e-04, eta: 3:57:48, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2473, loss: 1.2473, grad_norm: 7.5410 2020-07-27 22:38:26,391 - mmaction - INFO - Epoch [95][1560/3757] lr: 2.000e-04, eta: 3:57:35, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1742, loss: 1.1742, grad_norm: 7.5322 2020-07-27 22:38:41,889 - mmaction - INFO - Epoch [95][1580/3757] lr: 2.000e-04, eta: 3:57:21, time: 0.774, data_time: 0.002, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1536, loss: 1.1536, grad_norm: 7.3551 2020-07-27 22:38:57,328 - mmaction - INFO - Epoch [95][1600/3757] lr: 2.000e-04, eta: 3:57:08, time: 0.772, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.6972 2020-07-27 22:39:10,900 - mmaction - INFO - Epoch [95][1620/3757] lr: 2.000e-04, eta: 3:56:54, time: 0.680, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.1802, loss: 1.1802, grad_norm: 7.6437 2020-07-27 22:39:25,252 - mmaction - INFO - Epoch [95][1640/3757] lr: 2.000e-04, eta: 3:56:41, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8688, loss_cls: 1.2175, loss: 1.2175, grad_norm: 7.6480 2020-07-27 22:39:39,542 - mmaction - INFO - Epoch [95][1660/3757] lr: 2.000e-04, eta: 3:56:27, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2594, loss: 1.2594, grad_norm: 7.5714 2020-07-27 22:39:53,942 - mmaction - INFO - Epoch [95][1680/3757] lr: 2.000e-04, eta: 3:56:14, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2203, loss: 1.2203, grad_norm: 7.3126 2020-07-27 22:40:09,272 - mmaction - INFO - Epoch [95][1700/3757] lr: 2.000e-04, eta: 3:56:00, time: 0.770, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1519, loss: 1.1519, grad_norm: 7.4984 2020-07-27 22:40:23,615 - mmaction - INFO - Epoch [95][1720/3757] lr: 2.000e-04, eta: 3:55:47, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2099, loss: 1.2099, grad_norm: 7.2317 2020-07-27 22:40:39,214 - mmaction - INFO - Epoch [95][1740/3757] lr: 2.000e-04, eta: 3:55:33, time: 0.777, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.1747, loss: 1.1747, grad_norm: 7.3018 2020-07-27 22:40:52,946 - mmaction - INFO - Epoch [95][1760/3757] lr: 2.000e-04, eta: 3:55:20, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1465, loss: 1.1465, grad_norm: 7.2839 2020-07-27 22:41:07,388 - mmaction - INFO - Epoch [95][1780/3757] lr: 2.000e-04, eta: 3:55:06, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1468, loss: 1.1468, grad_norm: 7.2516 2020-07-27 22:41:21,630 - mmaction - INFO - Epoch [95][1800/3757] lr: 2.000e-04, eta: 3:54:52, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.2972 2020-07-27 22:41:36,569 - mmaction - INFO - Epoch [95][1820/3757] lr: 2.000e-04, eta: 3:54:39, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1504, loss: 1.1504, grad_norm: 7.2858 2020-07-27 22:41:51,870 - mmaction - INFO - Epoch [95][1840/3757] lr: 2.000e-04, eta: 3:54:25, time: 0.770, data_time: 0.009, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1765, loss: 1.1765, grad_norm: 7.3980 2020-07-27 22:42:06,180 - mmaction - INFO - Epoch [95][1860/3757] lr: 2.000e-04, eta: 3:54:12, time: 0.715, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1277, loss: 1.1277, grad_norm: 7.2953 2020-07-27 22:42:21,346 - mmaction - INFO - Epoch [95][1880/3757] lr: 2.000e-04, eta: 3:53:58, time: 0.759, data_time: 0.004, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.1164, loss: 1.1164, grad_norm: 7.2017 2020-07-27 22:42:35,766 - mmaction - INFO - Epoch [95][1900/3757] lr: 2.000e-04, eta: 3:53:45, time: 0.719, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1192, loss: 1.1192, grad_norm: 7.2060 2020-07-27 22:42:50,991 - mmaction - INFO - Epoch [95][1920/3757] lr: 2.000e-04, eta: 3:53:31, time: 0.763, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2281, loss: 1.2281, grad_norm: 7.4759 2020-07-27 22:43:05,642 - mmaction - INFO - Epoch [95][1940/3757] lr: 2.000e-04, eta: 3:53:18, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.1993, loss: 1.1993, grad_norm: 7.3648 2020-07-27 22:43:19,875 - mmaction - INFO - Epoch [95][1960/3757] lr: 2.000e-04, eta: 3:53:04, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1290, loss: 1.1290, grad_norm: 7.3555 2020-07-27 22:43:34,360 - mmaction - INFO - Epoch [95][1980/3757] lr: 2.000e-04, eta: 3:52:51, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1435, loss: 1.1435, grad_norm: 7.4911 2020-07-27 22:43:48,854 - mmaction - INFO - Epoch [95][2000/3757] lr: 2.000e-04, eta: 3:52:37, time: 0.728, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1705, loss: 1.1705, grad_norm: 7.5067 2020-07-27 22:44:03,669 - mmaction - INFO - Epoch [95][2020/3757] lr: 2.000e-04, eta: 3:52:24, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1409, loss: 1.1409, grad_norm: 7.2787 2020-07-27 22:44:18,355 - mmaction - INFO - Epoch [95][2040/3757] lr: 2.000e-04, eta: 3:52:10, time: 0.736, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2068, loss: 1.2068, grad_norm: 7.2945 2020-07-27 22:44:32,839 - mmaction - INFO - Epoch [95][2060/3757] lr: 2.000e-04, eta: 3:51:57, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.5565 2020-07-27 22:44:47,960 - mmaction - INFO - Epoch [95][2080/3757] lr: 2.000e-04, eta: 3:51:43, time: 0.759, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2245, loss: 1.2245, grad_norm: 7.3898 2020-07-27 22:45:03,983 - mmaction - INFO - Epoch [95][2100/3757] lr: 2.000e-04, eta: 3:51:30, time: 0.801, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2610, loss: 1.2610, grad_norm: 7.7485 2020-07-27 22:45:18,036 - mmaction - INFO - Epoch [95][2120/3757] lr: 2.000e-04, eta: 3:51:16, time: 0.703, data_time: 0.003, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.2288 2020-07-27 22:45:32,739 - mmaction - INFO - Epoch [95][2140/3757] lr: 2.000e-04, eta: 3:51:03, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2324, loss: 1.2324, grad_norm: 7.5836 2020-07-27 22:45:47,524 - mmaction - INFO - Epoch [95][2160/3757] lr: 2.000e-04, eta: 3:50:49, time: 0.737, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1877, loss: 1.1877, grad_norm: 7.5838 2020-07-27 22:46:02,408 - mmaction - INFO - Epoch [95][2180/3757] lr: 2.000e-04, eta: 3:50:36, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.2091, loss: 1.2091, grad_norm: 7.4068 2020-07-27 22:46:17,286 - mmaction - INFO - Epoch [95][2200/3757] lr: 2.000e-04, eta: 3:50:22, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1324, loss: 1.1324, grad_norm: 7.4358 2020-07-27 22:46:31,693 - mmaction - INFO - Epoch [95][2220/3757] lr: 2.000e-04, eta: 3:50:08, time: 0.722, data_time: 0.003, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.1177, loss: 1.1177, grad_norm: 7.1850 2020-07-27 22:46:46,011 - mmaction - INFO - Epoch [95][2240/3757] lr: 2.000e-04, eta: 3:49:55, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.2408, loss: 1.2408, grad_norm: 7.4248 2020-07-27 22:47:02,786 - mmaction - INFO - Epoch [95][2260/3757] lr: 2.000e-04, eta: 3:49:42, time: 0.837, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.1584, loss: 1.1584, grad_norm: 7.2764 2020-07-27 22:47:16,744 - mmaction - INFO - Epoch [95][2280/3757] lr: 2.000e-04, eta: 3:49:28, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1720, loss: 1.1720, grad_norm: 7.1802 2020-07-27 22:47:31,727 - mmaction - INFO - Epoch [95][2300/3757] lr: 2.000e-04, eta: 3:49:14, time: 0.748, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1727, loss: 1.1727, grad_norm: 7.5523 2020-07-27 22:47:46,569 - mmaction - INFO - Epoch [95][2320/3757] lr: 2.000e-04, eta: 3:49:01, time: 0.745, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.6498 2020-07-27 22:48:02,677 - mmaction - INFO - Epoch [95][2340/3757] lr: 2.000e-04, eta: 3:48:47, time: 0.805, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1465, loss: 1.1465, grad_norm: 7.5609 2020-07-27 22:48:17,208 - mmaction - INFO - Epoch [95][2360/3757] lr: 2.000e-04, eta: 3:48:34, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1801, loss: 1.1801, grad_norm: 7.3731 2020-07-27 22:48:32,112 - mmaction - INFO - Epoch [95][2380/3757] lr: 2.000e-04, eta: 3:48:20, time: 0.746, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.4456 2020-07-27 22:48:47,859 - mmaction - INFO - Epoch [95][2400/3757] lr: 2.000e-04, eta: 3:48:07, time: 0.787, data_time: 0.002, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.5457 2020-07-27 22:49:01,733 - mmaction - INFO - Epoch [95][2420/3757] lr: 2.000e-04, eta: 3:47:53, time: 0.693, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1311, loss: 1.1311, grad_norm: 7.3782 2020-07-27 22:49:16,906 - mmaction - INFO - Epoch [95][2440/3757] lr: 2.000e-04, eta: 3:47:40, time: 0.760, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2231, loss: 1.2231, grad_norm: 7.4699 2020-07-27 22:49:32,296 - mmaction - INFO - Epoch [95][2460/3757] lr: 2.000e-04, eta: 3:47:26, time: 0.768, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.1954, loss: 1.1954, grad_norm: 7.3530 2020-07-27 22:49:46,187 - mmaction - INFO - Epoch [95][2480/3757] lr: 2.000e-04, eta: 3:47:13, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2314, loss: 1.2314, grad_norm: 7.6681 2020-07-27 22:50:00,787 - mmaction - INFO - Epoch [95][2500/3757] lr: 2.000e-04, eta: 3:46:59, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1301, loss: 1.1301, grad_norm: 7.0859 2020-07-27 22:50:16,105 - mmaction - INFO - Epoch [95][2520/3757] lr: 2.000e-04, eta: 3:46:46, time: 0.768, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1600, loss: 1.1600, grad_norm: 7.3524 2020-07-27 22:50:30,738 - mmaction - INFO - Epoch [95][2540/3757] lr: 2.000e-04, eta: 3:46:32, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1996, loss: 1.1996, grad_norm: 7.5601 2020-07-27 22:50:45,327 - mmaction - INFO - Epoch [95][2560/3757] lr: 2.000e-04, eta: 3:46:19, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.1911, loss: 1.1911, grad_norm: 7.4936 2020-07-27 22:51:00,080 - mmaction - INFO - Epoch [95][2580/3757] lr: 2.000e-04, eta: 3:46:05, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1459, loss: 1.1459, grad_norm: 7.3469 2020-07-27 22:51:15,464 - mmaction - INFO - Epoch [95][2600/3757] lr: 2.000e-04, eta: 3:45:52, time: 0.770, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.1051, loss: 1.1051, grad_norm: 7.0794 2020-07-27 22:51:30,080 - mmaction - INFO - Epoch [95][2620/3757] lr: 2.000e-04, eta: 3:45:38, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2551, loss: 1.2551, grad_norm: 7.5211 2020-07-27 22:51:44,713 - mmaction - INFO - Epoch [95][2640/3757] lr: 2.000e-04, eta: 3:45:25, time: 0.737, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1910, loss: 1.1910, grad_norm: 7.5847 2020-07-27 22:51:59,766 - mmaction - INFO - Epoch [95][2660/3757] lr: 2.000e-04, eta: 3:45:11, time: 0.748, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2047, loss: 1.2047, grad_norm: 7.6599 2020-07-27 22:52:14,552 - mmaction - INFO - Epoch [95][2680/3757] lr: 2.000e-04, eta: 3:44:58, time: 0.744, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2305, loss: 1.2305, grad_norm: 7.3509 2020-07-27 22:52:29,841 - mmaction - INFO - Epoch [95][2700/3757] lr: 2.000e-04, eta: 3:44:44, time: 0.762, data_time: 0.005, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.1217, loss: 1.1217, grad_norm: 7.1170 2020-07-27 22:52:45,256 - mmaction - INFO - Epoch [95][2720/3757] lr: 2.000e-04, eta: 3:44:31, time: 0.773, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8836, loss_cls: 1.1678, loss: 1.1678, grad_norm: 7.2739 2020-07-27 22:52:59,151 - mmaction - INFO - Epoch [95][2740/3757] lr: 2.000e-04, eta: 3:44:17, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.6207 2020-07-27 22:53:14,522 - mmaction - INFO - Epoch [95][2760/3757] lr: 2.000e-04, eta: 3:44:04, time: 0.769, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2076, loss: 1.2076, grad_norm: 7.2733 2020-07-27 22:53:29,314 - mmaction - INFO - Epoch [95][2780/3757] lr: 2.000e-04, eta: 3:43:50, time: 0.740, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1348, loss: 1.1348, grad_norm: 7.3515 2020-07-27 22:53:44,233 - mmaction - INFO - Epoch [95][2800/3757] lr: 2.000e-04, eta: 3:43:37, time: 0.746, data_time: 0.002, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2361, loss: 1.2361, grad_norm: 7.2818 2020-07-27 22:53:59,544 - mmaction - INFO - Epoch [95][2820/3757] lr: 2.000e-04, eta: 3:43:23, time: 0.762, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.5199 2020-07-27 22:54:14,525 - mmaction - INFO - Epoch [95][2840/3757] lr: 2.000e-04, eta: 3:43:09, time: 0.751, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.1016, loss: 1.1016, grad_norm: 7.1603 2020-07-27 22:54:29,645 - mmaction - INFO - Epoch [95][2860/3757] lr: 2.000e-04, eta: 3:42:56, time: 0.754, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.4891 2020-07-27 22:54:43,905 - mmaction - INFO - Epoch [95][2880/3757] lr: 2.000e-04, eta: 3:42:42, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.1461 2020-07-27 22:55:00,274 - mmaction - INFO - Epoch [95][2900/3757] lr: 2.000e-04, eta: 3:42:29, time: 0.816, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1218, loss: 1.1218, grad_norm: 7.1806 2020-07-27 22:55:14,136 - mmaction - INFO - Epoch [95][2920/3757] lr: 2.000e-04, eta: 3:42:15, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.5899 2020-07-27 22:55:28,680 - mmaction - INFO - Epoch [95][2940/3757] lr: 2.000e-04, eta: 3:42:02, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1568, loss: 1.1568, grad_norm: 7.3305 2020-07-27 22:55:42,482 - mmaction - INFO - Epoch [95][2960/3757] lr: 2.000e-04, eta: 3:41:48, time: 0.690, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1777, loss: 1.1777, grad_norm: 7.3926 2020-07-27 22:55:56,531 - mmaction - INFO - Epoch [95][2980/3757] lr: 2.000e-04, eta: 3:41:35, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1604, loss: 1.1604, grad_norm: 7.2649 2020-07-27 22:56:11,045 - mmaction - INFO - Epoch [95][3000/3757] lr: 2.000e-04, eta: 3:41:21, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1342, loss: 1.1342, grad_norm: 7.2720 2020-07-27 22:56:25,601 - mmaction - INFO - Epoch [95][3020/3757] lr: 2.000e-04, eta: 3:41:08, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.2071, loss: 1.2071, grad_norm: 7.5011 2020-07-27 22:56:40,565 - mmaction - INFO - Epoch [95][3040/3757] lr: 2.000e-04, eta: 3:40:54, time: 0.748, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2423, loss: 1.2423, grad_norm: 7.3840 2020-07-27 22:56:56,000 - mmaction - INFO - Epoch [95][3060/3757] lr: 2.000e-04, eta: 3:40:41, time: 0.770, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.2112, loss: 1.2112, grad_norm: 7.7590 2020-07-27 22:57:10,307 - mmaction - INFO - Epoch [95][3080/3757] lr: 2.000e-04, eta: 3:40:27, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1898, loss: 1.1898, grad_norm: 7.8036 2020-07-27 22:57:25,507 - mmaction - INFO - Epoch [95][3100/3757] lr: 2.000e-04, eta: 3:40:14, time: 0.756, data_time: 0.004, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2141, loss: 1.2141, grad_norm: 7.6500 2020-07-27 22:57:39,548 - mmaction - INFO - Epoch [95][3120/3757] lr: 2.000e-04, eta: 3:40:00, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1765, loss: 1.1765, grad_norm: 7.5043 2020-07-27 22:57:54,921 - mmaction - INFO - Epoch [95][3140/3757] lr: 2.000e-04, eta: 3:39:46, time: 0.765, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1593, loss: 1.1593, grad_norm: 7.1873 2020-07-27 22:58:09,397 - mmaction - INFO - Epoch [95][3160/3757] lr: 2.000e-04, eta: 3:39:33, time: 0.727, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1836, loss: 1.1836, grad_norm: 7.6496 2020-07-27 22:58:23,382 - mmaction - INFO - Epoch [95][3180/3757] lr: 2.000e-04, eta: 3:39:19, time: 0.698, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1367, loss: 1.1367, grad_norm: 7.0757 2020-07-27 22:58:37,821 - mmaction - INFO - Epoch [95][3200/3757] lr: 2.000e-04, eta: 3:39:06, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1606, loss: 1.1606, grad_norm: 7.0373 2020-07-27 22:58:52,016 - mmaction - INFO - Epoch [95][3220/3757] lr: 2.000e-04, eta: 3:38:52, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1436, loss: 1.1436, grad_norm: 7.2132 2020-07-27 22:59:06,513 - mmaction - INFO - Epoch [95][3240/3757] lr: 2.000e-04, eta: 3:38:39, time: 0.724, data_time: 0.003, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2763, loss: 1.2763, grad_norm: 7.7065 2020-07-27 22:59:21,865 - mmaction - INFO - Epoch [95][3260/3757] lr: 2.000e-04, eta: 3:38:25, time: 0.767, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1194, loss: 1.1194, grad_norm: 7.4387 2020-07-27 22:59:35,209 - mmaction - INFO - Epoch [95][3280/3757] lr: 2.000e-04, eta: 3:38:12, time: 0.668, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1165, loss: 1.1165, grad_norm: 7.2003 2020-07-27 22:59:49,839 - mmaction - INFO - Epoch [95][3300/3757] lr: 2.000e-04, eta: 3:37:58, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0913, loss: 1.0913, grad_norm: 7.0300 2020-07-27 23:00:07,474 - mmaction - INFO - Epoch [95][3320/3757] lr: 2.000e-04, eta: 3:37:45, time: 0.878, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2041, loss: 1.2041, grad_norm: 7.6978 2020-07-27 23:00:20,814 - mmaction - INFO - Epoch [95][3340/3757] lr: 2.000e-04, eta: 3:37:31, time: 0.672, data_time: 0.016, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8891, loss_cls: 1.2058, loss: 1.2058, grad_norm: 7.5049 2020-07-27 23:00:34,307 - mmaction - INFO - Epoch [95][3360/3757] lr: 2.000e-04, eta: 3:37:18, time: 0.674, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1686, loss: 1.1686, grad_norm: 7.4311 2020-07-27 23:00:49,274 - mmaction - INFO - Epoch [95][3380/3757] lr: 2.000e-04, eta: 3:37:04, time: 0.750, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.1539, loss: 1.1539, grad_norm: 7.4744 2020-07-27 23:01:03,534 - mmaction - INFO - Epoch [95][3400/3757] lr: 2.000e-04, eta: 3:36:50, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.1950, loss: 1.1950, grad_norm: 7.4658 2020-07-27 23:01:17,297 - mmaction - INFO - Epoch [95][3420/3757] lr: 2.000e-04, eta: 3:36:37, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1035, loss: 1.1035, grad_norm: 7.2711 2020-07-27 23:01:30,938 - mmaction - INFO - Epoch [95][3440/3757] lr: 2.000e-04, eta: 3:36:23, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.6854 2020-07-27 23:01:44,514 - mmaction - INFO - Epoch [95][3460/3757] lr: 2.000e-04, eta: 3:36:10, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.5090 2020-07-27 23:01:58,492 - mmaction - INFO - Epoch [95][3480/3757] lr: 2.000e-04, eta: 3:35:56, time: 0.695, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.1991, loss: 1.1991, grad_norm: 7.6840 2020-07-27 23:02:12,561 - mmaction - INFO - Epoch [95][3500/3757] lr: 2.000e-04, eta: 3:35:43, time: 0.708, data_time: 0.008, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.7584 2020-07-27 23:02:26,776 - mmaction - INFO - Epoch [95][3520/3757] lr: 2.000e-04, eta: 3:35:29, time: 0.709, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.4676 2020-07-27 23:02:40,709 - mmaction - INFO - Epoch [95][3540/3757] lr: 2.000e-04, eta: 3:35:15, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.1822, loss: 1.1822, grad_norm: 7.4416 2020-07-27 23:02:55,601 - mmaction - INFO - Epoch [95][3560/3757] lr: 2.000e-04, eta: 3:35:02, time: 0.744, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.5159 2020-07-27 23:03:10,136 - mmaction - INFO - Epoch [95][3580/3757] lr: 2.000e-04, eta: 3:34:48, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2357, loss: 1.2357, grad_norm: 7.6905 2020-07-27 23:03:24,280 - mmaction - INFO - Epoch [95][3600/3757] lr: 2.000e-04, eta: 3:34:35, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.1803, loss: 1.1803, grad_norm: 7.4397 2020-07-27 23:03:37,475 - mmaction - INFO - Epoch [95][3620/3757] lr: 2.000e-04, eta: 3:34:21, time: 0.659, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.4040 2020-07-27 23:03:52,362 - mmaction - INFO - Epoch [95][3640/3757] lr: 2.000e-04, eta: 3:34:08, time: 0.744, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1337, loss: 1.1337, grad_norm: 7.5293 2020-07-27 23:04:05,745 - mmaction - INFO - Epoch [95][3660/3757] lr: 2.000e-04, eta: 3:33:54, time: 0.671, data_time: 0.005, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8867, loss_cls: 1.1279, loss: 1.1279, grad_norm: 7.2926 2020-07-27 23:04:19,779 - mmaction - INFO - Epoch [95][3680/3757] lr: 2.000e-04, eta: 3:33:40, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1886, loss: 1.1886, grad_norm: 7.3379 2020-07-27 23:04:33,898 - mmaction - INFO - Epoch [95][3700/3757] lr: 2.000e-04, eta: 3:33:27, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2710, loss: 1.2710, grad_norm: 7.8420 2020-07-27 23:04:47,194 - mmaction - INFO - Epoch [95][3720/3757] lr: 2.000e-04, eta: 3:33:13, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.2283, loss: 1.2283, grad_norm: 7.6738 2020-07-27 23:05:01,395 - mmaction - INFO - Epoch [95][3740/3757] lr: 2.000e-04, eta: 3:33:00, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.7936 2020-07-27 23:05:12,677 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-27 23:05:38,577 - mmaction - INFO - Epoch [96][20/3757] lr: 2.000e-04, eta: 3:32:34, time: 1.224, data_time: 0.569, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.6368 2020-07-27 23:05:50,940 - mmaction - INFO - Epoch [96][40/3757] lr: 2.000e-04, eta: 3:32:21, time: 0.619, data_time: 0.003, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.6119 2020-07-27 23:06:03,945 - mmaction - INFO - Epoch [96][60/3757] lr: 2.000e-04, eta: 3:32:07, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.6709 2020-07-27 23:06:17,365 - mmaction - INFO - Epoch [96][80/3757] lr: 2.000e-04, eta: 3:31:54, time: 0.673, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1662, loss: 1.1662, grad_norm: 7.3079 2020-07-27 23:06:31,843 - mmaction - INFO - Epoch [96][100/3757] lr: 2.000e-04, eta: 3:31:40, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1588, loss: 1.1588, grad_norm: 7.3987 2020-07-27 23:06:45,299 - mmaction - INFO - Epoch [96][120/3757] lr: 2.000e-04, eta: 3:31:26, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1434, loss: 1.1434, grad_norm: 7.3531 2020-07-27 23:06:59,012 - mmaction - INFO - Epoch [96][140/3757] lr: 2.000e-04, eta: 3:31:13, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8766, loss_cls: 1.1770, loss: 1.1770, grad_norm: 7.2896 2020-07-27 23:07:12,074 - mmaction - INFO - Epoch [96][160/3757] lr: 2.000e-04, eta: 3:30:59, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8812, loss_cls: 1.1611, loss: 1.1611, grad_norm: 7.0124 2020-07-27 23:07:25,380 - mmaction - INFO - Epoch [96][180/3757] lr: 2.000e-04, eta: 3:30:46, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2823, loss: 1.2823, grad_norm: 7.6460 2020-07-27 23:07:39,298 - mmaction - INFO - Epoch [96][200/3757] lr: 2.000e-04, eta: 3:30:32, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2008, loss: 1.2008, grad_norm: 7.5582 2020-07-27 23:07:52,751 - mmaction - INFO - Epoch [96][220/3757] lr: 2.000e-04, eta: 3:30:18, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2309, loss: 1.2309, grad_norm: 7.4993 2020-07-27 23:08:06,653 - mmaction - INFO - Epoch [96][240/3757] lr: 2.000e-04, eta: 3:30:05, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1989, loss: 1.1989, grad_norm: 7.2488 2020-07-27 23:08:20,446 - mmaction - INFO - Epoch [96][260/3757] lr: 2.000e-04, eta: 3:29:51, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.5424 2020-07-27 23:08:34,239 - mmaction - INFO - Epoch [96][280/3757] lr: 2.000e-04, eta: 3:29:38, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2284, loss: 1.2284, grad_norm: 7.5861 2020-07-27 23:08:48,638 - mmaction - INFO - Epoch [96][300/3757] lr: 2.000e-04, eta: 3:29:24, time: 0.719, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0487, loss: 1.0487, grad_norm: 7.1600 2020-07-27 23:09:03,183 - mmaction - INFO - Epoch [96][320/3757] lr: 2.000e-04, eta: 3:29:11, time: 0.728, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.1843, loss: 1.1843, grad_norm: 7.5848 2020-07-27 23:09:16,193 - mmaction - INFO - Epoch [96][340/3757] lr: 2.000e-04, eta: 3:28:57, time: 0.651, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1960, loss: 1.1960, grad_norm: 7.2208 2020-07-27 23:09:30,049 - mmaction - INFO - Epoch [96][360/3757] lr: 2.000e-04, eta: 3:28:43, time: 0.692, data_time: 0.002, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1414, loss: 1.1414, grad_norm: 7.1915 2020-07-27 23:09:43,376 - mmaction - INFO - Epoch [96][380/3757] lr: 2.000e-04, eta: 3:28:30, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8719, loss_cls: 1.1945, loss: 1.1945, grad_norm: 7.3321 2020-07-27 23:09:56,692 - mmaction - INFO - Epoch [96][400/3757] lr: 2.000e-04, eta: 3:28:16, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0631, loss: 1.0631, grad_norm: 7.3501 2020-07-27 23:10:10,090 - mmaction - INFO - Epoch [96][420/3757] lr: 2.000e-04, eta: 3:28:03, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1676, loss: 1.1676, grad_norm: 7.3166 2020-07-27 23:10:25,118 - mmaction - INFO - Epoch [96][440/3757] lr: 2.000e-04, eta: 3:27:49, time: 0.752, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0943, loss: 1.0943, grad_norm: 7.2933 2020-07-27 23:10:38,440 - mmaction - INFO - Epoch [96][460/3757] lr: 2.000e-04, eta: 3:27:35, time: 0.666, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1887, loss: 1.1887, grad_norm: 7.5243 2020-07-27 23:10:52,098 - mmaction - INFO - Epoch [96][480/3757] lr: 2.000e-04, eta: 3:27:22, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.0990, loss: 1.0990, grad_norm: 7.1361 2020-07-27 23:11:06,011 - mmaction - INFO - Epoch [96][500/3757] lr: 2.000e-04, eta: 3:27:08, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.1016, loss: 1.1016, grad_norm: 7.2346 2020-07-27 23:11:20,028 - mmaction - INFO - Epoch [96][520/3757] lr: 2.000e-04, eta: 3:26:55, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1309, loss: 1.1309, grad_norm: 7.2756 2020-07-27 23:11:33,237 - mmaction - INFO - Epoch [96][540/3757] lr: 2.000e-04, eta: 3:26:41, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1758, loss: 1.1758, grad_norm: 7.5403 2020-07-27 23:11:46,847 - mmaction - INFO - Epoch [96][560/3757] lr: 2.000e-04, eta: 3:26:28, time: 0.679, data_time: 0.006, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.1099, loss: 1.1099, grad_norm: 7.1231 2020-07-27 23:12:00,697 - mmaction - INFO - Epoch [96][580/3757] lr: 2.000e-04, eta: 3:26:14, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.3632 2020-07-27 23:12:15,607 - mmaction - INFO - Epoch [96][600/3757] lr: 2.000e-04, eta: 3:26:00, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1153, loss: 1.1153, grad_norm: 7.3013 2020-07-27 23:12:30,144 - mmaction - INFO - Epoch [96][620/3757] lr: 2.000e-04, eta: 3:25:47, time: 0.728, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1142, loss: 1.1142, grad_norm: 7.1312 2020-07-27 23:12:42,757 - mmaction - INFO - Epoch [96][640/3757] lr: 2.000e-04, eta: 3:25:33, time: 0.631, data_time: 0.002, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1338, loss: 1.1338, grad_norm: 7.2205 2020-07-27 23:12:55,980 - mmaction - INFO - Epoch [96][660/3757] lr: 2.000e-04, eta: 3:25:20, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.1905 2020-07-27 23:13:09,805 - mmaction - INFO - Epoch [96][680/3757] lr: 2.000e-04, eta: 3:25:06, time: 0.692, data_time: 0.003, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2242, loss: 1.2242, grad_norm: 7.3957 2020-07-27 23:13:23,249 - mmaction - INFO - Epoch [96][700/3757] lr: 2.000e-04, eta: 3:24:52, time: 0.669, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.1808, loss: 1.1808, grad_norm: 7.5443 2020-07-27 23:13:36,274 - mmaction - INFO - Epoch [96][720/3757] lr: 2.000e-04, eta: 3:24:39, time: 0.654, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1307, loss: 1.1307, grad_norm: 7.4363 2020-07-27 23:13:50,277 - mmaction - INFO - Epoch [96][740/3757] lr: 2.000e-04, eta: 3:24:25, time: 0.696, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.1007, loss: 1.1007, grad_norm: 7.3057 2020-07-27 23:14:04,225 - mmaction - INFO - Epoch [96][760/3757] lr: 2.000e-04, eta: 3:24:12, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.5752 2020-07-27 23:14:17,627 - mmaction - INFO - Epoch [96][780/3757] lr: 2.000e-04, eta: 3:23:58, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.2049, loss: 1.2049, grad_norm: 7.7398 2020-07-27 23:14:30,917 - mmaction - INFO - Epoch [96][800/3757] lr: 2.000e-04, eta: 3:23:44, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.2698, loss: 1.2698, grad_norm: 7.8862 2020-07-27 23:14:44,612 - mmaction - INFO - Epoch [96][820/3757] lr: 2.000e-04, eta: 3:23:31, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.0791, loss: 1.0791, grad_norm: 7.1082 2020-07-27 23:14:57,627 - mmaction - INFO - Epoch [96][840/3757] lr: 2.000e-04, eta: 3:23:17, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1294, loss: 1.1294, grad_norm: 7.2681 2020-07-27 23:15:11,479 - mmaction - INFO - Epoch [96][860/3757] lr: 2.000e-04, eta: 3:23:04, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1829, loss: 1.1829, grad_norm: 7.2949 2020-07-27 23:15:25,242 - mmaction - INFO - Epoch [96][880/3757] lr: 2.000e-04, eta: 3:22:50, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3339, loss: 1.3339, grad_norm: 7.7771 2020-07-27 23:15:38,618 - mmaction - INFO - Epoch [96][900/3757] lr: 2.000e-04, eta: 3:22:36, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2074, loss: 1.2074, grad_norm: 7.5433 2020-07-27 23:15:51,814 - mmaction - INFO - Epoch [96][920/3757] lr: 2.000e-04, eta: 3:22:23, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1414, loss: 1.1414, grad_norm: 7.3347 2020-07-27 23:16:05,036 - mmaction - INFO - Epoch [96][940/3757] lr: 2.000e-04, eta: 3:22:09, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1452, loss: 1.1452, grad_norm: 7.4162 2020-07-27 23:16:18,449 - mmaction - INFO - Epoch [96][960/3757] lr: 2.000e-04, eta: 3:21:56, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1128, loss: 1.1128, grad_norm: 7.3826 2020-07-27 23:16:31,357 - mmaction - INFO - Epoch [96][980/3757] lr: 2.000e-04, eta: 3:21:42, time: 0.646, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1341, loss: 1.1341, grad_norm: 7.6207 2020-07-27 23:16:46,630 - mmaction - INFO - Epoch [96][1000/3757] lr: 2.000e-04, eta: 3:21:28, time: 0.764, data_time: 0.004, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2261, loss: 1.2261, grad_norm: 7.5013 2020-07-27 23:17:00,061 - mmaction - INFO - Epoch [96][1020/3757] lr: 2.000e-04, eta: 3:21:15, time: 0.665, data_time: 0.004, memory: 7079, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0500, loss: 1.0500, grad_norm: 7.3502 2020-07-27 23:17:13,182 - mmaction - INFO - Epoch [96][1040/3757] lr: 2.000e-04, eta: 3:21:01, time: 0.662, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2319, loss: 1.2319, grad_norm: 7.5217 2020-07-27 23:17:27,629 - mmaction - INFO - Epoch [96][1060/3757] lr: 2.000e-04, eta: 3:20:48, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.5005 2020-07-27 23:17:41,590 - mmaction - INFO - Epoch [96][1080/3757] lr: 2.000e-04, eta: 3:20:34, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.2449 2020-07-27 23:17:54,966 - mmaction - INFO - Epoch [96][1100/3757] lr: 2.000e-04, eta: 3:20:21, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1385, loss: 1.1385, grad_norm: 7.2529 2020-07-27 23:18:08,775 - mmaction - INFO - Epoch [96][1120/3757] lr: 2.000e-04, eta: 3:20:07, time: 0.690, data_time: 0.003, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1164, loss: 1.1164, grad_norm: 7.0827 2020-07-27 23:18:22,062 - mmaction - INFO - Epoch [96][1140/3757] lr: 2.000e-04, eta: 3:19:53, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1897, loss: 1.1897, grad_norm: 7.2927 2020-07-27 23:18:35,545 - mmaction - INFO - Epoch [96][1160/3757] lr: 2.000e-04, eta: 3:19:40, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.4651 2020-07-27 23:18:50,546 - mmaction - INFO - Epoch [96][1180/3757] lr: 2.000e-04, eta: 3:19:26, time: 0.751, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8703, loss_cls: 1.2077, loss: 1.2077, grad_norm: 7.3673 2020-07-27 23:19:03,178 - mmaction - INFO - Epoch [96][1200/3757] lr: 2.000e-04, eta: 3:19:13, time: 0.632, data_time: 0.002, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.2783, loss: 1.2783, grad_norm: 7.5660 2020-07-27 23:19:17,443 - mmaction - INFO - Epoch [96][1220/3757] lr: 2.000e-04, eta: 3:18:59, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1174, loss: 1.1174, grad_norm: 7.4192 2020-07-27 23:19:30,708 - mmaction - INFO - Epoch [96][1240/3757] lr: 2.000e-04, eta: 3:18:45, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2490, loss: 1.2490, grad_norm: 7.5921 2020-07-27 23:19:43,744 - mmaction - INFO - Epoch [96][1260/3757] lr: 2.000e-04, eta: 3:18:32, time: 0.647, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2389, loss: 1.2389, grad_norm: 7.5941 2020-07-27 23:19:56,602 - mmaction - INFO - Epoch [96][1280/3757] lr: 2.000e-04, eta: 3:18:18, time: 0.647, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.1114, loss: 1.1114, grad_norm: 7.0291 2020-07-27 23:20:10,248 - mmaction - INFO - Epoch [96][1300/3757] lr: 2.000e-04, eta: 3:18:05, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.0831, loss: 1.0831, grad_norm: 7.0759 2020-07-27 23:20:24,179 - mmaction - INFO - Epoch [96][1320/3757] lr: 2.000e-04, eta: 3:17:51, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1455, loss: 1.1455, grad_norm: 7.3867 2020-07-27 23:20:37,341 - mmaction - INFO - Epoch [96][1340/3757] lr: 2.000e-04, eta: 3:17:37, time: 0.661, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1433, loss: 1.1433, grad_norm: 7.5794 2020-07-27 23:20:50,712 - mmaction - INFO - Epoch [96][1360/3757] lr: 2.000e-04, eta: 3:17:24, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1201, loss: 1.1201, grad_norm: 7.2966 2020-07-27 23:21:04,113 - mmaction - INFO - Epoch [96][1380/3757] lr: 2.000e-04, eta: 3:17:10, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.1297, loss: 1.1297, grad_norm: 7.3245 2020-07-27 23:21:17,099 - mmaction - INFO - Epoch [96][1400/3757] lr: 2.000e-04, eta: 3:16:57, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8820, loss_cls: 1.1110, loss: 1.1110, grad_norm: 7.1936 2020-07-27 23:21:30,953 - mmaction - INFO - Epoch [96][1420/3757] lr: 2.000e-04, eta: 3:16:43, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1286, loss: 1.1286, grad_norm: 7.5374 2020-07-27 23:21:43,632 - mmaction - INFO - Epoch [96][1440/3757] lr: 2.000e-04, eta: 3:16:29, time: 0.636, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2037, loss: 1.2037, grad_norm: 7.4560 2020-07-27 23:21:57,568 - mmaction - INFO - Epoch [96][1460/3757] lr: 2.000e-04, eta: 3:16:16, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8773, loss_cls: 1.1793, loss: 1.1793, grad_norm: 7.4620 2020-07-27 23:22:10,426 - mmaction - INFO - Epoch [96][1480/3757] lr: 2.000e-04, eta: 3:16:02, time: 0.646, data_time: 0.008, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.4183 2020-07-27 23:22:23,859 - mmaction - INFO - Epoch [96][1500/3757] lr: 2.000e-04, eta: 3:15:48, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.7397 2020-07-27 23:22:37,160 - mmaction - INFO - Epoch [96][1520/3757] lr: 2.000e-04, eta: 3:15:35, time: 0.665, data_time: 0.002, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1680, loss: 1.1680, grad_norm: 7.3760 2020-07-27 23:22:50,937 - mmaction - INFO - Epoch [96][1540/3757] lr: 2.000e-04, eta: 3:15:21, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1693, loss: 1.1693, grad_norm: 7.7301 2020-07-27 23:23:03,671 - mmaction - INFO - Epoch [96][1560/3757] lr: 2.000e-04, eta: 3:15:08, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1299, loss: 1.1299, grad_norm: 7.2018 2020-07-27 23:23:17,137 - mmaction - INFO - Epoch [96][1580/3757] lr: 2.000e-04, eta: 3:14:54, time: 0.672, data_time: 0.002, memory: 7079, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2889, loss: 1.2889, grad_norm: 7.8418 2020-07-27 23:23:30,233 - mmaction - INFO - Epoch [96][1600/3757] lr: 2.000e-04, eta: 3:14:40, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2252, loss: 1.2252, grad_norm: 7.5077 2020-07-27 23:23:43,503 - mmaction - INFO - Epoch [96][1620/3757] lr: 2.000e-04, eta: 3:14:27, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2046, loss: 1.2046, grad_norm: 7.5622 2020-07-27 23:23:56,542 - mmaction - INFO - Epoch [96][1640/3757] lr: 2.000e-04, eta: 3:14:13, time: 0.649, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8727, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.4803 2020-07-27 23:24:09,605 - mmaction - INFO - Epoch [96][1660/3757] lr: 2.000e-04, eta: 3:14:00, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8945, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.9715 2020-07-27 23:24:23,032 - mmaction - INFO - Epoch [96][1680/3757] lr: 2.000e-04, eta: 3:13:46, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1887, loss: 1.1887, grad_norm: 7.2975 2020-07-27 23:24:36,081 - mmaction - INFO - Epoch [96][1700/3757] lr: 2.000e-04, eta: 3:13:32, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2513, loss: 1.2513, grad_norm: 7.7464 2020-07-27 23:24:50,210 - mmaction - INFO - Epoch [96][1720/3757] lr: 2.000e-04, eta: 3:13:19, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.7978 2020-07-27 23:25:03,003 - mmaction - INFO - Epoch [96][1740/3757] lr: 2.000e-04, eta: 3:13:05, time: 0.641, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8625, loss_cls: 1.2856, loss: 1.2856, grad_norm: 7.5215 2020-07-27 23:25:16,235 - mmaction - INFO - Epoch [96][1760/3757] lr: 2.000e-04, eta: 3:12:52, time: 0.661, data_time: 0.002, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.6569 2020-07-27 23:25:29,967 - mmaction - INFO - Epoch [96][1780/3757] lr: 2.000e-04, eta: 3:12:38, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1273, loss: 1.1273, grad_norm: 7.3343 2020-07-27 23:25:43,600 - mmaction - INFO - Epoch [96][1800/3757] lr: 2.000e-04, eta: 3:12:24, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1061, loss: 1.1061, grad_norm: 7.1870 2020-07-27 23:25:57,246 - mmaction - INFO - Epoch [96][1820/3757] lr: 2.000e-04, eta: 3:12:11, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1716, loss: 1.1716, grad_norm: 7.3598 2020-07-27 23:26:10,112 - mmaction - INFO - Epoch [96][1840/3757] lr: 2.000e-04, eta: 3:11:57, time: 0.645, data_time: 0.008, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1849, loss: 1.1849, grad_norm: 7.6685 2020-07-27 23:26:23,797 - mmaction - INFO - Epoch [96][1860/3757] lr: 2.000e-04, eta: 3:11:44, time: 0.683, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1653, loss: 1.1653, grad_norm: 7.2447 2020-07-27 23:26:37,300 - mmaction - INFO - Epoch [96][1880/3757] lr: 2.000e-04, eta: 3:11:30, time: 0.676, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1908, loss: 1.1908, grad_norm: 7.4995 2020-07-27 23:26:50,949 - mmaction - INFO - Epoch [96][1900/3757] lr: 2.000e-04, eta: 3:11:16, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1177, loss: 1.1177, grad_norm: 7.2692 2020-07-27 23:27:03,746 - mmaction - INFO - Epoch [96][1920/3757] lr: 2.000e-04, eta: 3:11:03, time: 0.642, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.3342 2020-07-27 23:27:17,142 - mmaction - INFO - Epoch [96][1940/3757] lr: 2.000e-04, eta: 3:10:49, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.1942, loss: 1.1942, grad_norm: 7.5726 2020-07-27 23:27:30,146 - mmaction - INFO - Epoch [96][1960/3757] lr: 2.000e-04, eta: 3:10:36, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1961, loss: 1.1961, grad_norm: 7.4596 2020-07-27 23:27:44,041 - mmaction - INFO - Epoch [96][1980/3757] lr: 2.000e-04, eta: 3:10:22, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2237, loss: 1.2237, grad_norm: 7.7712 2020-07-27 23:27:57,534 - mmaction - INFO - Epoch [96][2000/3757] lr: 2.000e-04, eta: 3:10:08, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.1271, loss: 1.1271, grad_norm: 7.2136 2020-07-27 23:28:10,847 - mmaction - INFO - Epoch [96][2020/3757] lr: 2.000e-04, eta: 3:09:55, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2612, loss: 1.2612, grad_norm: 7.6646 2020-07-27 23:28:24,386 - mmaction - INFO - Epoch [96][2040/3757] lr: 2.000e-04, eta: 3:09:41, time: 0.681, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2542, loss: 1.2542, grad_norm: 7.7701 2020-07-27 23:28:38,523 - mmaction - INFO - Epoch [96][2060/3757] lr: 2.000e-04, eta: 3:09:28, time: 0.705, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2432, loss: 1.2432, grad_norm: 7.7061 2020-07-27 23:28:52,424 - mmaction - INFO - Epoch [96][2080/3757] lr: 2.000e-04, eta: 3:09:14, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1422, loss: 1.1422, grad_norm: 7.3158 2020-07-27 23:29:05,989 - mmaction - INFO - Epoch [96][2100/3757] lr: 2.000e-04, eta: 3:09:00, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8711, loss_cls: 1.1951, loss: 1.1951, grad_norm: 7.4616 2020-07-27 23:29:19,243 - mmaction - INFO - Epoch [96][2120/3757] lr: 2.000e-04, eta: 3:08:47, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1577, loss: 1.1577, grad_norm: 7.5097 2020-07-27 23:29:32,621 - mmaction - INFO - Epoch [96][2140/3757] lr: 2.000e-04, eta: 3:08:33, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2525, loss: 1.2525, grad_norm: 7.6764 2020-07-27 23:29:45,527 - mmaction - INFO - Epoch [96][2160/3757] lr: 2.000e-04, eta: 3:08:20, time: 0.648, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1951, loss: 1.1951, grad_norm: 7.6289 2020-07-27 23:29:58,549 - mmaction - INFO - Epoch [96][2180/3757] lr: 2.000e-04, eta: 3:08:06, time: 0.648, data_time: 0.004, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2533, loss: 1.2533, grad_norm: 7.7302 2020-07-27 23:30:11,528 - mmaction - INFO - Epoch [96][2200/3757] lr: 2.000e-04, eta: 3:07:52, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.1912, loss: 1.1912, grad_norm: 7.4711 2020-07-27 23:30:24,727 - mmaction - INFO - Epoch [96][2220/3757] lr: 2.000e-04, eta: 3:07:39, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1687, loss: 1.1687, grad_norm: 7.4437 2020-07-27 23:30:38,987 - mmaction - INFO - Epoch [96][2240/3757] lr: 2.000e-04, eta: 3:07:25, time: 0.714, data_time: 0.008, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2610, loss: 1.2610, grad_norm: 7.7056 2020-07-27 23:30:52,066 - mmaction - INFO - Epoch [96][2260/3757] lr: 2.000e-04, eta: 3:07:11, time: 0.652, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2127, loss: 1.2127, grad_norm: 7.6185 2020-07-27 23:31:05,133 - mmaction - INFO - Epoch [96][2280/3757] lr: 2.000e-04, eta: 3:06:58, time: 0.656, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8719, loss_cls: 1.1991, loss: 1.1991, grad_norm: 7.2908 2020-07-27 23:31:18,044 - mmaction - INFO - Epoch [96][2300/3757] lr: 2.000e-04, eta: 3:06:44, time: 0.643, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8672, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.4309 2020-07-27 23:31:31,411 - mmaction - INFO - Epoch [96][2320/3757] lr: 2.000e-04, eta: 3:06:31, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1220, loss: 1.1220, grad_norm: 7.3871 2020-07-27 23:31:45,107 - mmaction - INFO - Epoch [96][2340/3757] lr: 2.000e-04, eta: 3:06:17, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.3441 2020-07-27 23:31:58,738 - mmaction - INFO - Epoch [96][2360/3757] lr: 2.000e-04, eta: 3:06:03, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1876, loss: 1.1876, grad_norm: 7.3048 2020-07-27 23:32:11,771 - mmaction - INFO - Epoch [96][2380/3757] lr: 2.000e-04, eta: 3:05:50, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1268, loss: 1.1268, grad_norm: 7.1960 2020-07-27 23:32:25,249 - mmaction - INFO - Epoch [96][2400/3757] lr: 2.000e-04, eta: 3:05:36, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2142, loss: 1.2142, grad_norm: 7.5434 2020-07-27 23:32:39,093 - mmaction - INFO - Epoch [96][2420/3757] lr: 2.000e-04, eta: 3:05:23, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1668, loss: 1.1668, grad_norm: 7.4541 2020-07-27 23:32:53,251 - mmaction - INFO - Epoch [96][2440/3757] lr: 2.000e-04, eta: 3:05:09, time: 0.713, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8758, loss_cls: 1.2040, loss: 1.2040, grad_norm: 7.5055 2020-07-27 23:33:06,323 - mmaction - INFO - Epoch [96][2460/3757] lr: 2.000e-04, eta: 3:04:55, time: 0.652, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1467, loss: 1.1467, grad_norm: 7.2473 2020-07-27 23:33:20,155 - mmaction - INFO - Epoch [96][2480/3757] lr: 2.000e-04, eta: 3:04:42, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1602, loss: 1.1602, grad_norm: 7.2975 2020-07-27 23:33:33,214 - mmaction - INFO - Epoch [96][2500/3757] lr: 2.000e-04, eta: 3:04:28, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.6403 2020-07-27 23:33:46,852 - mmaction - INFO - Epoch [96][2520/3757] lr: 2.000e-04, eta: 3:04:15, time: 0.687, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2411, loss: 1.2411, grad_norm: 7.5816 2020-07-27 23:34:01,099 - mmaction - INFO - Epoch [96][2540/3757] lr: 2.000e-04, eta: 3:04:01, time: 0.711, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2239, loss: 1.2239, grad_norm: 7.5115 2020-07-27 23:34:14,307 - mmaction - INFO - Epoch [96][2560/3757] lr: 2.000e-04, eta: 3:03:48, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1387, loss: 1.1387, grad_norm: 7.3417 2020-07-27 23:34:27,669 - mmaction - INFO - Epoch [96][2580/3757] lr: 2.000e-04, eta: 3:03:34, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.5049 2020-07-27 23:34:41,199 - mmaction - INFO - Epoch [96][2600/3757] lr: 2.000e-04, eta: 3:03:20, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1048, loss: 1.1048, grad_norm: 7.0440 2020-07-27 23:34:55,226 - mmaction - INFO - Epoch [96][2620/3757] lr: 2.000e-04, eta: 3:03:07, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.1188, loss: 1.1188, grad_norm: 7.3771 2020-07-27 23:35:09,629 - mmaction - INFO - Epoch [96][2640/3757] lr: 2.000e-04, eta: 3:02:53, time: 0.721, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.1806, loss: 1.1806, grad_norm: 7.5135 2020-07-27 23:35:23,587 - mmaction - INFO - Epoch [96][2660/3757] lr: 2.000e-04, eta: 3:02:40, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2057, loss: 1.2057, grad_norm: 7.5647 2020-07-27 23:35:37,487 - mmaction - INFO - Epoch [96][2680/3757] lr: 2.000e-04, eta: 3:02:26, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.1716, loss: 1.1716, grad_norm: 7.3755 2020-07-27 23:35:50,824 - mmaction - INFO - Epoch [96][2700/3757] lr: 2.000e-04, eta: 3:02:12, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.1075, loss: 1.1075, grad_norm: 7.2166 2020-07-27 23:36:04,268 - mmaction - INFO - Epoch [96][2720/3757] lr: 2.000e-04, eta: 3:01:59, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1290, loss: 1.1290, grad_norm: 7.3409 2020-07-27 23:36:18,456 - mmaction - INFO - Epoch [96][2740/3757] lr: 2.000e-04, eta: 3:01:45, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1392, loss: 1.1392, grad_norm: 7.3475 2020-07-27 23:36:31,817 - mmaction - INFO - Epoch [96][2760/3757] lr: 2.000e-04, eta: 3:01:32, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1495, loss: 1.1495, grad_norm: 7.2853 2020-07-27 23:36:45,358 - mmaction - INFO - Epoch [96][2780/3757] lr: 2.000e-04, eta: 3:01:18, time: 0.676, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2002, loss: 1.2002, grad_norm: 7.5069 2020-07-27 23:36:59,365 - mmaction - INFO - Epoch [96][2800/3757] lr: 2.000e-04, eta: 3:01:04, time: 0.702, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1908, loss: 1.1908, grad_norm: 7.5339 2020-07-27 23:37:14,032 - mmaction - INFO - Epoch [96][2820/3757] lr: 2.000e-04, eta: 3:00:51, time: 0.732, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2088, loss: 1.2088, grad_norm: 7.4623 2020-07-27 23:37:28,468 - mmaction - INFO - Epoch [96][2840/3757] lr: 2.000e-04, eta: 3:00:37, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.3875 2020-07-27 23:37:42,861 - mmaction - INFO - Epoch [96][2860/3757] lr: 2.000e-04, eta: 3:00:24, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.2593 2020-07-27 23:37:56,460 - mmaction - INFO - Epoch [96][2880/3757] lr: 2.000e-04, eta: 3:00:10, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8805, loss_cls: 1.1320, loss: 1.1320, grad_norm: 7.1918 2020-07-27 23:38:11,011 - mmaction - INFO - Epoch [96][2900/3757] lr: 2.000e-04, eta: 2:59:57, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2142, loss: 1.2142, grad_norm: 7.4426 2020-07-27 23:38:25,326 - mmaction - INFO - Epoch [96][2920/3757] lr: 2.000e-04, eta: 2:59:43, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.1253, loss: 1.1253, grad_norm: 7.4684 2020-07-27 23:38:38,702 - mmaction - INFO - Epoch [96][2940/3757] lr: 2.000e-04, eta: 2:59:30, time: 0.670, data_time: 0.003, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1091, loss: 1.1091, grad_norm: 7.3169 2020-07-27 23:38:53,508 - mmaction - INFO - Epoch [96][2960/3757] lr: 2.000e-04, eta: 2:59:16, time: 0.738, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.6973 2020-07-27 23:39:07,457 - mmaction - INFO - Epoch [96][2980/3757] lr: 2.000e-04, eta: 2:59:02, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8867, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.9853 2020-07-27 23:39:21,672 - mmaction - INFO - Epoch [96][3000/3757] lr: 2.000e-04, eta: 2:58:49, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8641, loss_cls: 1.1733, loss: 1.1733, grad_norm: 7.2535 2020-07-27 23:39:35,833 - mmaction - INFO - Epoch [96][3020/3757] lr: 2.000e-04, eta: 2:58:35, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1957, loss: 1.1957, grad_norm: 7.7574 2020-07-27 23:39:51,268 - mmaction - INFO - Epoch [96][3040/3757] lr: 2.000e-04, eta: 2:58:22, time: 0.770, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.5588 2020-07-27 23:40:04,876 - mmaction - INFO - Epoch [96][3060/3757] lr: 2.000e-04, eta: 2:58:08, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2309, loss: 1.2309, grad_norm: 7.6351 2020-07-27 23:40:19,083 - mmaction - INFO - Epoch [96][3080/3757] lr: 2.000e-04, eta: 2:57:55, time: 0.710, data_time: 0.003, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1196, loss: 1.1196, grad_norm: 7.1933 2020-07-27 23:40:33,737 - mmaction - INFO - Epoch [96][3100/3757] lr: 2.000e-04, eta: 2:57:41, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.3834 2020-07-27 23:40:47,704 - mmaction - INFO - Epoch [96][3120/3757] lr: 2.000e-04, eta: 2:57:27, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2674, loss: 1.2674, grad_norm: 7.6058 2020-07-27 23:41:01,926 - mmaction - INFO - Epoch [96][3140/3757] lr: 2.000e-04, eta: 2:57:14, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0925, loss: 1.0925, grad_norm: 7.3367 2020-07-27 23:41:16,149 - mmaction - INFO - Epoch [96][3160/3757] lr: 2.000e-04, eta: 2:57:00, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1902, loss: 1.1902, grad_norm: 7.5059 2020-07-27 23:41:30,325 - mmaction - INFO - Epoch [96][3180/3757] lr: 2.000e-04, eta: 2:56:47, time: 0.705, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.3331 2020-07-27 23:41:44,866 - mmaction - INFO - Epoch [96][3200/3757] lr: 2.000e-04, eta: 2:56:33, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.2020, loss: 1.2020, grad_norm: 7.6958 2020-07-27 23:41:59,230 - mmaction - INFO - Epoch [96][3220/3757] lr: 2.000e-04, eta: 2:56:20, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2121, loss: 1.2121, grad_norm: 7.3894 2020-07-27 23:42:14,701 - mmaction - INFO - Epoch [96][3240/3757] lr: 2.000e-04, eta: 2:56:06, time: 0.776, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.6506 2020-07-27 23:42:29,007 - mmaction - INFO - Epoch [96][3260/3757] lr: 2.000e-04, eta: 2:55:53, time: 0.716, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1936, loss: 1.1936, grad_norm: 7.6409 2020-07-27 23:42:42,648 - mmaction - INFO - Epoch [96][3280/3757] lr: 2.000e-04, eta: 2:55:39, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8773, loss_cls: 1.1414, loss: 1.1414, grad_norm: 7.1940 2020-07-27 23:42:57,102 - mmaction - INFO - Epoch [96][3300/3757] lr: 2.000e-04, eta: 2:55:25, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.4631 2020-07-27 23:43:11,625 - mmaction - INFO - Epoch [96][3320/3757] lr: 2.000e-04, eta: 2:55:12, time: 0.726, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1604, loss: 1.1604, grad_norm: 7.3430 2020-07-27 23:43:27,275 - mmaction - INFO - Epoch [96][3340/3757] lr: 2.000e-04, eta: 2:54:58, time: 0.783, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1461, loss: 1.1461, grad_norm: 7.4764 2020-07-27 23:43:41,003 - mmaction - INFO - Epoch [96][3360/3757] lr: 2.000e-04, eta: 2:54:45, time: 0.687, data_time: 0.002, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2173, loss: 1.2173, grad_norm: 7.4777 2020-07-27 23:43:54,850 - mmaction - INFO - Epoch [96][3380/3757] lr: 2.000e-04, eta: 2:54:31, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1291, loss: 1.1291, grad_norm: 7.1462 2020-07-27 23:44:08,889 - mmaction - INFO - Epoch [96][3400/3757] lr: 2.000e-04, eta: 2:54:18, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1750, loss: 1.1750, grad_norm: 7.4386 2020-07-27 23:44:23,279 - mmaction - INFO - Epoch [96][3420/3757] lr: 2.000e-04, eta: 2:54:04, time: 0.722, data_time: 0.007, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8789, loss_cls: 1.2660, loss: 1.2660, grad_norm: 7.6273 2020-07-27 23:44:37,592 - mmaction - INFO - Epoch [96][3440/3757] lr: 2.000e-04, eta: 2:53:50, time: 0.713, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.3176 2020-07-27 23:44:52,091 - mmaction - INFO - Epoch [96][3460/3757] lr: 2.000e-04, eta: 2:53:37, time: 0.728, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1722, loss: 1.1722, grad_norm: 7.5608 2020-07-27 23:45:06,160 - mmaction - INFO - Epoch [96][3480/3757] lr: 2.000e-04, eta: 2:53:23, time: 0.701, data_time: 0.004, memory: 7079, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0718, loss: 1.0718, grad_norm: 7.1401 2020-07-27 23:45:20,459 - mmaction - INFO - Epoch [96][3500/3757] lr: 2.000e-04, eta: 2:53:10, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1339, loss: 1.1339, grad_norm: 7.3368 2020-07-27 23:45:34,307 - mmaction - INFO - Epoch [96][3520/3757] lr: 2.000e-04, eta: 2:52:56, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2198, loss: 1.2198, grad_norm: 7.7119 2020-07-27 23:45:48,886 - mmaction - INFO - Epoch [96][3540/3757] lr: 2.000e-04, eta: 2:52:43, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2202, loss: 1.2202, grad_norm: 7.4837 2020-07-27 23:46:03,282 - mmaction - INFO - Epoch [96][3560/3757] lr: 2.000e-04, eta: 2:52:29, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1432, loss: 1.1432, grad_norm: 7.4191 2020-07-27 23:46:17,593 - mmaction - INFO - Epoch [96][3580/3757] lr: 2.000e-04, eta: 2:52:15, time: 0.716, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2190, loss: 1.2190, grad_norm: 7.5638 2020-07-27 23:46:32,794 - mmaction - INFO - Epoch [96][3600/3757] lr: 2.000e-04, eta: 2:52:02, time: 0.760, data_time: 0.005, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1231, loss: 1.1231, grad_norm: 7.4195 2020-07-27 23:46:46,831 - mmaction - INFO - Epoch [96][3620/3757] lr: 2.000e-04, eta: 2:51:48, time: 0.703, data_time: 0.004, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0777, loss: 1.0777, grad_norm: 7.0872 2020-07-27 23:47:02,278 - mmaction - INFO - Epoch [96][3640/3757] lr: 2.000e-04, eta: 2:51:35, time: 0.771, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2403, loss: 1.2403, grad_norm: 7.7098 2020-07-27 23:47:16,442 - mmaction - INFO - Epoch [96][3660/3757] lr: 2.000e-04, eta: 2:51:21, time: 0.709, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1033, loss: 1.1033, grad_norm: 7.2064 2020-07-27 23:47:30,534 - mmaction - INFO - Epoch [96][3680/3757] lr: 2.000e-04, eta: 2:51:08, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8906, loss_cls: 1.0559, loss: 1.0559, grad_norm: 6.8300 2020-07-27 23:47:45,513 - mmaction - INFO - Epoch [96][3700/3757] lr: 2.000e-04, eta: 2:50:54, time: 0.749, data_time: 0.003, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.4496 2020-07-27 23:48:00,406 - mmaction - INFO - Epoch [96][3720/3757] lr: 2.000e-04, eta: 2:50:41, time: 0.744, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1729, loss: 1.1729, grad_norm: 7.5049 2020-07-27 23:48:14,533 - mmaction - INFO - Epoch [96][3740/3757] lr: 2.000e-04, eta: 2:50:27, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1264, loss: 1.1264, grad_norm: 7.2222 2020-07-27 23:48:26,692 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-27 23:48:48,468 - mmaction - INFO - Epoch [97][20/3757] lr: 2.000e-04, eta: 2:50:02, time: 1.031, data_time: 0.409, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2215, loss: 1.2215, grad_norm: 7.5465 2020-07-27 23:49:02,086 - mmaction - INFO - Epoch [97][40/3757] lr: 2.000e-04, eta: 2:49:48, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.4390 2020-07-27 23:49:16,323 - mmaction - INFO - Epoch [97][60/3757] lr: 2.000e-04, eta: 2:49:35, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1471, loss: 1.1471, grad_norm: 7.3569 2020-07-27 23:49:30,637 - mmaction - INFO - Epoch [97][80/3757] lr: 2.000e-04, eta: 2:49:21, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8852, loss_cls: 1.1067, loss: 1.1067, grad_norm: 7.2884 2020-07-27 23:49:46,151 - mmaction - INFO - Epoch [97][100/3757] lr: 2.000e-04, eta: 2:49:07, time: 0.775, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1750, loss: 1.1750, grad_norm: 7.2705 2020-07-27 23:50:00,031 - mmaction - INFO - Epoch [97][120/3757] lr: 2.000e-04, eta: 2:48:54, time: 0.694, data_time: 0.003, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.8355 2020-07-27 23:50:14,513 - mmaction - INFO - Epoch [97][140/3757] lr: 2.000e-04, eta: 2:48:40, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1278, loss: 1.1278, grad_norm: 7.0024 2020-07-27 23:50:28,986 - mmaction - INFO - Epoch [97][160/3757] lr: 2.000e-04, eta: 2:48:27, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8750, loss_cls: 1.1419, loss: 1.1419, grad_norm: 7.3052 2020-07-27 23:50:43,510 - mmaction - INFO - Epoch [97][180/3757] lr: 2.000e-04, eta: 2:48:13, time: 0.726, data_time: 0.002, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1740, loss: 1.1740, grad_norm: 7.5307 2020-07-27 23:50:58,047 - mmaction - INFO - Epoch [97][200/3757] lr: 2.000e-04, eta: 2:48:00, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1433, loss: 1.1433, grad_norm: 7.3018 2020-07-27 23:51:13,277 - mmaction - INFO - Epoch [97][220/3757] lr: 2.000e-04, eta: 2:47:46, time: 0.761, data_time: 0.002, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2301, loss: 1.2301, grad_norm: 7.6596 2020-07-27 23:51:27,640 - mmaction - INFO - Epoch [97][240/3757] lr: 2.000e-04, eta: 2:47:33, time: 0.718, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1073, loss: 1.1073, grad_norm: 7.2813 2020-07-27 23:51:42,444 - mmaction - INFO - Epoch [97][260/3757] lr: 2.000e-04, eta: 2:47:19, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1370, loss: 1.1370, grad_norm: 7.1218 2020-07-27 23:51:57,381 - mmaction - INFO - Epoch [97][280/3757] lr: 2.000e-04, eta: 2:47:05, time: 0.749, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1363, loss: 1.1363, grad_norm: 7.2930 2020-07-27 23:52:13,062 - mmaction - INFO - Epoch [97][300/3757] lr: 2.000e-04, eta: 2:46:52, time: 0.782, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1534, loss: 1.1534, grad_norm: 7.2893 2020-07-27 23:52:26,767 - mmaction - INFO - Epoch [97][320/3757] lr: 2.000e-04, eta: 2:46:38, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.6921 2020-07-27 23:52:41,107 - mmaction - INFO - Epoch [97][340/3757] lr: 2.000e-04, eta: 2:46:25, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.0827, loss: 1.0827, grad_norm: 7.4501 2020-07-27 23:52:56,182 - mmaction - INFO - Epoch [97][360/3757] lr: 2.000e-04, eta: 2:46:11, time: 0.754, data_time: 0.002, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2049, loss: 1.2049, grad_norm: 7.5201 2020-07-27 23:53:10,853 - mmaction - INFO - Epoch [97][380/3757] lr: 2.000e-04, eta: 2:45:58, time: 0.728, data_time: 0.004, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8523, loss_cls: 1.3074, loss: 1.3074, grad_norm: 7.6750 2020-07-27 23:53:26,548 - mmaction - INFO - Epoch [97][400/3757] lr: 2.000e-04, eta: 2:45:44, time: 0.790, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1831, loss: 1.1831, grad_norm: 7.4245 2020-07-27 23:53:40,275 - mmaction - INFO - Epoch [97][420/3757] lr: 2.000e-04, eta: 2:45:31, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0447, loss: 1.0447, grad_norm: 7.3688 2020-07-27 23:53:54,893 - mmaction - INFO - Epoch [97][440/3757] lr: 2.000e-04, eta: 2:45:17, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2069, loss: 1.2069, grad_norm: 7.5372 2020-07-27 23:54:09,264 - mmaction - INFO - Epoch [97][460/3757] lr: 2.000e-04, eta: 2:45:03, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.5160 2020-07-27 23:54:24,070 - mmaction - INFO - Epoch [97][480/3757] lr: 2.000e-04, eta: 2:44:50, time: 0.742, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1609, loss: 1.1609, grad_norm: 7.2757 2020-07-27 23:54:39,631 - mmaction - INFO - Epoch [97][500/3757] lr: 2.000e-04, eta: 2:44:36, time: 0.778, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1582, loss: 1.1582, grad_norm: 7.2176 2020-07-27 23:54:53,675 - mmaction - INFO - Epoch [97][520/3757] lr: 2.000e-04, eta: 2:44:23, time: 0.703, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8750, loss_cls: 1.2031, loss: 1.2031, grad_norm: 7.6370 2020-07-27 23:55:09,173 - mmaction - INFO - Epoch [97][540/3757] lr: 2.000e-04, eta: 2:44:09, time: 0.774, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.7260 2020-07-27 23:55:23,614 - mmaction - INFO - Epoch [97][560/3757] lr: 2.000e-04, eta: 2:43:56, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1727, loss: 1.1727, grad_norm: 7.4069 2020-07-27 23:55:38,340 - mmaction - INFO - Epoch [97][580/3757] lr: 2.000e-04, eta: 2:43:42, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.7469, top5_acc: 0.8945, loss_cls: 1.0551, loss: 1.0551, grad_norm: 7.0734 2020-07-27 23:55:52,754 - mmaction - INFO - Epoch [97][600/3757] lr: 2.000e-04, eta: 2:43:29, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2190, loss: 1.2190, grad_norm: 7.5697 2020-07-27 23:56:08,073 - mmaction - INFO - Epoch [97][620/3757] lr: 2.000e-04, eta: 2:43:15, time: 0.765, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1233, loss: 1.1233, grad_norm: 7.4975 2020-07-27 23:56:22,736 - mmaction - INFO - Epoch [97][640/3757] lr: 2.000e-04, eta: 2:43:02, time: 0.733, data_time: 0.003, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.6093 2020-07-27 23:56:38,283 - mmaction - INFO - Epoch [97][660/3757] lr: 2.000e-04, eta: 2:42:48, time: 0.776, data_time: 0.006, memory: 7079, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2986, loss: 1.2986, grad_norm: 7.8060 2020-07-27 23:56:53,523 - mmaction - INFO - Epoch [97][680/3757] lr: 2.000e-04, eta: 2:42:35, time: 0.764, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.5331 2020-07-27 23:57:07,962 - mmaction - INFO - Epoch [97][700/3757] lr: 2.000e-04, eta: 2:42:21, time: 0.721, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1396, loss: 1.1396, grad_norm: 7.4603 2020-07-27 23:57:23,293 - mmaction - INFO - Epoch [97][720/3757] lr: 2.000e-04, eta: 2:42:07, time: 0.767, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1193, loss: 1.1193, grad_norm: 7.5027 2020-07-27 23:57:38,165 - mmaction - INFO - Epoch [97][740/3757] lr: 2.000e-04, eta: 2:41:54, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.1982, loss: 1.1982, grad_norm: 7.2388 2020-07-27 23:57:53,597 - mmaction - INFO - Epoch [97][760/3757] lr: 2.000e-04, eta: 2:41:40, time: 0.772, data_time: 0.004, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.3657 2020-07-27 23:58:08,141 - mmaction - INFO - Epoch [97][780/3757] lr: 2.000e-04, eta: 2:41:27, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.2795 2020-07-27 23:58:22,268 - mmaction - INFO - Epoch [97][800/3757] lr: 2.000e-04, eta: 2:41:13, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.1074, loss: 1.1074, grad_norm: 7.6992 2020-07-27 23:58:36,930 - mmaction - INFO - Epoch [97][820/3757] lr: 2.000e-04, eta: 2:41:00, time: 0.732, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1602, loss: 1.1602, grad_norm: 7.3993 2020-07-27 23:58:53,061 - mmaction - INFO - Epoch [97][840/3757] lr: 2.000e-04, eta: 2:40:46, time: 0.806, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1474, loss: 1.1474, grad_norm: 7.4771 2020-07-27 23:59:06,988 - mmaction - INFO - Epoch [97][860/3757] lr: 2.000e-04, eta: 2:40:33, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1775, loss: 1.1775, grad_norm: 7.4617 2020-07-27 23:59:21,653 - mmaction - INFO - Epoch [97][880/3757] lr: 2.000e-04, eta: 2:40:19, time: 0.733, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1759, loss: 1.1759, grad_norm: 7.6391 2020-07-27 23:59:36,256 - mmaction - INFO - Epoch [97][900/3757] lr: 2.000e-04, eta: 2:40:05, time: 0.731, data_time: 0.003, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.1436, loss: 1.1436, grad_norm: 7.4885 2020-07-27 23:59:52,617 - mmaction - INFO - Epoch [97][920/3757] lr: 2.000e-04, eta: 2:39:52, time: 0.814, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0826, loss: 1.0826, grad_norm: 7.3120 2020-07-28 00:00:08,923 - mmaction - INFO - Epoch [97][940/3757] lr: 2.000e-04, eta: 2:39:38, time: 0.811, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2460, loss: 1.2460, grad_norm: 7.7855 2020-07-28 00:00:23,157 - mmaction - INFO - Epoch [97][960/3757] lr: 2.000e-04, eta: 2:39:25, time: 0.719, data_time: 0.017, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1658, loss: 1.1658, grad_norm: 7.3856 2020-07-28 00:00:37,984 - mmaction - INFO - Epoch [97][980/3757] lr: 2.000e-04, eta: 2:39:11, time: 0.742, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.2809 2020-07-28 00:00:52,937 - mmaction - INFO - Epoch [97][1000/3757] lr: 2.000e-04, eta: 2:38:58, time: 0.747, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.4065 2020-07-28 00:01:07,634 - mmaction - INFO - Epoch [97][1020/3757] lr: 2.000e-04, eta: 2:38:44, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0752, loss: 1.0752, grad_norm: 7.2397 2020-07-28 00:01:22,878 - mmaction - INFO - Epoch [97][1040/3757] lr: 2.000e-04, eta: 2:38:31, time: 0.765, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1744, loss: 1.1744, grad_norm: 7.3688 2020-07-28 00:01:37,263 - mmaction - INFO - Epoch [97][1060/3757] lr: 2.000e-04, eta: 2:38:17, time: 0.719, data_time: 0.002, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2416, loss: 1.2416, grad_norm: 7.5923 2020-07-28 00:01:52,336 - mmaction - INFO - Epoch [97][1080/3757] lr: 2.000e-04, eta: 2:38:04, time: 0.753, data_time: 0.002, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1687, loss: 1.1687, grad_norm: 7.3750 2020-07-28 00:02:07,546 - mmaction - INFO - Epoch [97][1100/3757] lr: 2.000e-04, eta: 2:37:50, time: 0.761, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.4512 2020-07-28 00:02:22,731 - mmaction - INFO - Epoch [97][1120/3757] lr: 2.000e-04, eta: 2:37:37, time: 0.757, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1952, loss: 1.1952, grad_norm: 7.4649 2020-07-28 00:02:37,001 - mmaction - INFO - Epoch [97][1140/3757] lr: 2.000e-04, eta: 2:37:23, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.6050 2020-07-28 00:02:52,151 - mmaction - INFO - Epoch [97][1160/3757] lr: 2.000e-04, eta: 2:37:09, time: 0.755, data_time: 0.004, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.4466 2020-07-28 00:03:06,532 - mmaction - INFO - Epoch [97][1180/3757] lr: 2.000e-04, eta: 2:36:56, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1558, loss: 1.1558, grad_norm: 7.4712 2020-07-28 00:03:21,699 - mmaction - INFO - Epoch [97][1200/3757] lr: 2.000e-04, eta: 2:36:42, time: 0.756, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1692, loss: 1.1692, grad_norm: 7.5124 2020-07-28 00:03:35,970 - mmaction - INFO - Epoch [97][1220/3757] lr: 2.000e-04, eta: 2:36:29, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.9843 2020-07-28 00:03:50,631 - mmaction - INFO - Epoch [97][1240/3757] lr: 2.000e-04, eta: 2:36:15, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.4688 2020-07-28 00:04:05,337 - mmaction - INFO - Epoch [97][1260/3757] lr: 2.000e-04, eta: 2:36:02, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.2058, loss: 1.2058, grad_norm: 7.8321 2020-07-28 00:04:20,198 - mmaction - INFO - Epoch [97][1280/3757] lr: 2.000e-04, eta: 2:35:48, time: 0.743, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1305, loss: 1.1305, grad_norm: 7.4444 2020-07-28 00:04:35,492 - mmaction - INFO - Epoch [97][1300/3757] lr: 2.000e-04, eta: 2:35:35, time: 0.765, data_time: 0.004, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1366, loss: 1.1366, grad_norm: 7.3310 2020-07-28 00:04:50,470 - mmaction - INFO - Epoch [97][1320/3757] lr: 2.000e-04, eta: 2:35:21, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.2079, loss: 1.2079, grad_norm: 7.6034 2020-07-28 00:05:05,785 - mmaction - INFO - Epoch [97][1340/3757] lr: 2.000e-04, eta: 2:35:07, time: 0.767, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.1932, loss: 1.1932, grad_norm: 7.6042 2020-07-28 00:05:20,620 - mmaction - INFO - Epoch [97][1360/3757] lr: 2.000e-04, eta: 2:34:54, time: 0.742, data_time: 0.003, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.6595 2020-07-28 00:05:35,124 - mmaction - INFO - Epoch [97][1380/3757] lr: 2.000e-04, eta: 2:34:40, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2198, loss: 1.2198, grad_norm: 7.9077 2020-07-28 00:05:50,684 - mmaction - INFO - Epoch [97][1400/3757] lr: 2.000e-04, eta: 2:34:27, time: 0.773, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1637, loss: 1.1637, grad_norm: 7.4819 2020-07-28 00:06:06,100 - mmaction - INFO - Epoch [97][1420/3757] lr: 2.000e-04, eta: 2:34:13, time: 0.777, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1410, loss: 1.1410, grad_norm: 7.4066 2020-07-28 00:06:21,808 - mmaction - INFO - Epoch [97][1440/3757] lr: 2.000e-04, eta: 2:34:00, time: 0.783, data_time: 0.004, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1481, loss: 1.1481, grad_norm: 7.4122 2020-07-28 00:06:35,842 - mmaction - INFO - Epoch [97][1460/3757] lr: 2.000e-04, eta: 2:33:46, time: 0.705, data_time: 0.008, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.0951, loss: 1.0951, grad_norm: 7.1933 2020-07-28 00:06:50,597 - mmaction - INFO - Epoch [97][1480/3757] lr: 2.000e-04, eta: 2:33:33, time: 0.736, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.3394 2020-07-28 00:07:06,043 - mmaction - INFO - Epoch [97][1500/3757] lr: 2.000e-04, eta: 2:33:19, time: 0.770, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1321, loss: 1.1321, grad_norm: 7.3545 2020-07-28 00:07:20,643 - mmaction - INFO - Epoch [97][1520/3757] lr: 2.000e-04, eta: 2:33:05, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2083, loss: 1.2083, grad_norm: 7.2610 2020-07-28 00:07:35,174 - mmaction - INFO - Epoch [97][1540/3757] lr: 2.000e-04, eta: 2:32:52, time: 0.725, data_time: 0.005, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2849, loss: 1.2849, grad_norm: 7.9533 2020-07-28 00:07:50,445 - mmaction - INFO - Epoch [97][1560/3757] lr: 2.000e-04, eta: 2:32:38, time: 0.766, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1708, loss: 1.1708, grad_norm: 7.4922 2020-07-28 00:08:05,547 - mmaction - INFO - Epoch [97][1580/3757] lr: 2.000e-04, eta: 2:32:25, time: 0.751, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1800, loss: 1.1800, grad_norm: 7.2768 2020-07-28 00:08:20,091 - mmaction - INFO - Epoch [97][1600/3757] lr: 2.000e-04, eta: 2:32:11, time: 0.731, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1468, loss: 1.1468, grad_norm: 7.4024 2020-07-28 00:08:35,548 - mmaction - INFO - Epoch [97][1620/3757] lr: 2.000e-04, eta: 2:31:58, time: 0.771, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.5877 2020-07-28 00:08:49,837 - mmaction - INFO - Epoch [97][1640/3757] lr: 2.000e-04, eta: 2:31:44, time: 0.717, data_time: 0.006, memory: 7079, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2004, loss: 1.2004, grad_norm: 7.5630 2020-07-28 00:09:04,766 - mmaction - INFO - Epoch [97][1660/3757] lr: 2.000e-04, eta: 2:31:31, time: 0.744, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1136, loss: 1.1136, grad_norm: 7.4144 2020-07-28 00:09:19,534 - mmaction - INFO - Epoch [97][1680/3757] lr: 2.000e-04, eta: 2:31:17, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1662, loss: 1.1662, grad_norm: 7.4045 2020-07-28 00:09:35,441 - mmaction - INFO - Epoch [97][1700/3757] lr: 2.000e-04, eta: 2:31:04, time: 0.795, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.2005, loss: 1.2005, grad_norm: 7.7644 2020-07-28 00:09:50,861 - mmaction - INFO - Epoch [97][1720/3757] lr: 2.000e-04, eta: 2:30:50, time: 0.771, data_time: 0.004, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2363, loss: 1.2363, grad_norm: 7.5446 2020-07-28 00:10:05,179 - mmaction - INFO - Epoch [97][1740/3757] lr: 2.000e-04, eta: 2:30:36, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1574, loss: 1.1574, grad_norm: 7.6216 2020-07-28 00:10:21,102 - mmaction - INFO - Epoch [97][1760/3757] lr: 2.000e-04, eta: 2:30:23, time: 0.796, data_time: 0.001, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.1947, loss: 1.1947, grad_norm: 7.2966 2020-07-28 00:10:36,276 - mmaction - INFO - Epoch [97][1780/3757] lr: 2.000e-04, eta: 2:30:09, time: 0.759, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.6292 2020-07-28 00:10:51,415 - mmaction - INFO - Epoch [97][1800/3757] lr: 2.000e-04, eta: 2:29:56, time: 0.754, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8953, loss_cls: 1.0799, loss: 1.0799, grad_norm: 7.3056 2020-07-28 00:11:06,274 - mmaction - INFO - Epoch [97][1820/3757] lr: 2.000e-04, eta: 2:29:42, time: 0.746, data_time: 0.008, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.5915 2020-07-28 00:11:21,119 - mmaction - INFO - Epoch [97][1840/3757] lr: 2.000e-04, eta: 2:29:29, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.2935 2020-07-28 00:11:36,406 - mmaction - INFO - Epoch [97][1860/3757] lr: 2.000e-04, eta: 2:29:15, time: 0.765, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.4373 2020-07-28 00:11:50,786 - mmaction - INFO - Epoch [97][1880/3757] lr: 2.000e-04, eta: 2:29:02, time: 0.716, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8898, loss_cls: 1.1530, loss: 1.1530, grad_norm: 7.6640 2020-07-28 00:12:05,438 - mmaction - INFO - Epoch [97][1900/3757] lr: 2.000e-04, eta: 2:28:48, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1426, loss: 1.1426, grad_norm: 7.5640 2020-07-28 00:12:21,476 - mmaction - INFO - Epoch [97][1920/3757] lr: 2.000e-04, eta: 2:28:35, time: 0.800, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.6023 2020-07-28 00:12:35,911 - mmaction - INFO - Epoch [97][1940/3757] lr: 2.000e-04, eta: 2:28:21, time: 0.723, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1640, loss: 1.1640, grad_norm: 7.4134 2020-07-28 00:12:51,490 - mmaction - INFO - Epoch [97][1960/3757] lr: 2.000e-04, eta: 2:28:07, time: 0.779, data_time: 0.002, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.2072, loss: 1.2072, grad_norm: 7.5699 2020-07-28 00:13:06,798 - mmaction - INFO - Epoch [97][1980/3757] lr: 2.000e-04, eta: 2:27:54, time: 0.765, data_time: 0.004, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1359, loss: 1.1359, grad_norm: 7.5568 2020-07-28 00:13:21,580 - mmaction - INFO - Epoch [97][2000/3757] lr: 2.000e-04, eta: 2:27:40, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.1907, loss: 1.1907, grad_norm: 7.7039 2020-07-28 00:13:36,500 - mmaction - INFO - Epoch [97][2020/3757] lr: 2.000e-04, eta: 2:27:27, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.1660, loss: 1.1660, grad_norm: 7.3169 2020-07-28 00:13:51,344 - mmaction - INFO - Epoch [97][2040/3757] lr: 2.000e-04, eta: 2:27:13, time: 0.743, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1530, loss: 1.1530, grad_norm: 7.5379 2020-07-28 00:14:06,457 - mmaction - INFO - Epoch [97][2060/3757] lr: 2.000e-04, eta: 2:27:00, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.1899, loss: 1.1899, grad_norm: 7.3329 2020-07-28 00:14:20,869 - mmaction - INFO - Epoch [97][2080/3757] lr: 2.000e-04, eta: 2:26:46, time: 0.725, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1358, loss: 1.1358, grad_norm: 7.1206 2020-07-28 00:14:35,507 - mmaction - INFO - Epoch [97][2100/3757] lr: 2.000e-04, eta: 2:26:33, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2168, loss: 1.2168, grad_norm: 7.4652 2020-07-28 00:14:51,107 - mmaction - INFO - Epoch [97][2120/3757] lr: 2.000e-04, eta: 2:26:19, time: 0.782, data_time: 0.006, memory: 7079, top1_acc: 0.6797, top5_acc: 0.8789, loss_cls: 1.1983, loss: 1.1983, grad_norm: 7.6430 2020-07-28 00:15:05,877 - mmaction - INFO - Epoch [97][2140/3757] lr: 2.000e-04, eta: 2:26:05, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.1094, loss: 1.1094, grad_norm: 7.3427 2020-07-28 00:15:21,010 - mmaction - INFO - Epoch [97][2160/3757] lr: 2.000e-04, eta: 2:25:52, time: 0.756, data_time: 0.002, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1678, loss: 1.1678, grad_norm: 7.2336 2020-07-28 00:15:36,118 - mmaction - INFO - Epoch [97][2180/3757] lr: 2.000e-04, eta: 2:25:38, time: 0.755, data_time: 0.006, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1941, loss: 1.1941, grad_norm: 7.6135 2020-07-28 00:15:50,759 - mmaction - INFO - Epoch [97][2200/3757] lr: 2.000e-04, eta: 2:25:25, time: 0.729, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2182, loss: 1.2182, grad_norm: 7.5572 2020-07-28 00:16:06,318 - mmaction - INFO - Epoch [97][2220/3757] lr: 2.000e-04, eta: 2:25:11, time: 0.782, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.5245 2020-07-28 00:16:21,625 - mmaction - INFO - Epoch [97][2240/3757] lr: 2.000e-04, eta: 2:24:58, time: 0.762, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.5069 2020-07-28 00:16:36,399 - mmaction - INFO - Epoch [97][2260/3757] lr: 2.000e-04, eta: 2:24:44, time: 0.741, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.3225 2020-07-28 00:16:51,265 - mmaction - INFO - Epoch [97][2280/3757] lr: 2.000e-04, eta: 2:24:31, time: 0.743, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.3001 2020-07-28 00:17:07,077 - mmaction - INFO - Epoch [97][2300/3757] lr: 2.000e-04, eta: 2:24:17, time: 0.791, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2041, loss: 1.2041, grad_norm: 7.3914 2020-07-28 00:17:22,086 - mmaction - INFO - Epoch [97][2320/3757] lr: 2.000e-04, eta: 2:24:03, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2101, loss: 1.2101, grad_norm: 7.7232 2020-07-28 00:17:37,044 - mmaction - INFO - Epoch [97][2340/3757] lr: 2.000e-04, eta: 2:23:50, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.1982, loss: 1.1982, grad_norm: 7.4793 2020-07-28 00:17:51,212 - mmaction - INFO - Epoch [97][2360/3757] lr: 2.000e-04, eta: 2:23:36, time: 0.709, data_time: 0.003, memory: 7079, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0915, loss: 1.0915, grad_norm: 7.0543 2020-07-28 00:18:05,937 - mmaction - INFO - Epoch [97][2380/3757] lr: 2.000e-04, eta: 2:23:23, time: 0.731, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.2139, loss: 1.2139, grad_norm: 7.4544 2020-07-28 00:18:19,467 - mmaction - INFO - Epoch [97][2400/3757] lr: 2.000e-04, eta: 2:23:09, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8820, loss_cls: 1.1422, loss: 1.1422, grad_norm: 7.3998 2020-07-28 00:18:33,318 - mmaction - INFO - Epoch [97][2420/3757] lr: 2.000e-04, eta: 2:22:56, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.6115 2020-07-28 00:18:47,660 - mmaction - INFO - Epoch [97][2440/3757] lr: 2.000e-04, eta: 2:22:42, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.4809 2020-07-28 00:19:02,628 - mmaction - INFO - Epoch [97][2460/3757] lr: 2.000e-04, eta: 2:22:28, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1385, loss: 1.1385, grad_norm: 7.4434 2020-07-28 00:19:16,408 - mmaction - INFO - Epoch [97][2480/3757] lr: 2.000e-04, eta: 2:22:15, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1735, loss: 1.1735, grad_norm: 7.4740 2020-07-28 00:19:31,180 - mmaction - INFO - Epoch [97][2500/3757] lr: 2.000e-04, eta: 2:22:01, time: 0.738, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1384, loss: 1.1384, grad_norm: 7.4247 2020-07-28 00:19:45,295 - mmaction - INFO - Epoch [97][2520/3757] lr: 2.000e-04, eta: 2:21:48, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.4422 2020-07-28 00:19:59,197 - mmaction - INFO - Epoch [97][2540/3757] lr: 2.000e-04, eta: 2:21:34, time: 0.692, data_time: 0.006, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.4806 2020-07-28 00:20:13,796 - mmaction - INFO - Epoch [97][2560/3757] lr: 2.000e-04, eta: 2:21:21, time: 0.733, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.2112, loss: 1.2112, grad_norm: 7.3598 2020-07-28 00:20:27,635 - mmaction - INFO - Epoch [97][2580/3757] lr: 2.000e-04, eta: 2:21:07, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1683, loss: 1.1683, grad_norm: 7.3256 2020-07-28 00:20:42,491 - mmaction - INFO - Epoch [97][2600/3757] lr: 2.000e-04, eta: 2:20:53, time: 0.745, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1477, loss: 1.1477, grad_norm: 7.2134 2020-07-28 00:20:56,836 - mmaction - INFO - Epoch [97][2620/3757] lr: 2.000e-04, eta: 2:20:40, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2386, loss: 1.2386, grad_norm: 7.6769 2020-07-28 00:21:11,484 - mmaction - INFO - Epoch [97][2640/3757] lr: 2.000e-04, eta: 2:20:26, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2007, loss: 1.2007, grad_norm: 7.4418 2020-07-28 00:21:26,648 - mmaction - INFO - Epoch [97][2660/3757] lr: 2.000e-04, eta: 2:20:13, time: 0.758, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8828, loss_cls: 1.2223, loss: 1.2223, grad_norm: 7.8078 2020-07-28 00:21:41,571 - mmaction - INFO - Epoch [97][2680/3757] lr: 2.000e-04, eta: 2:19:59, time: 0.747, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.1932, loss: 1.1932, grad_norm: 7.3297 2020-07-28 00:21:56,011 - mmaction - INFO - Epoch [97][2700/3757] lr: 2.000e-04, eta: 2:19:46, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.8318 2020-07-28 00:22:11,481 - mmaction - INFO - Epoch [97][2720/3757] lr: 2.000e-04, eta: 2:19:32, time: 0.778, data_time: 0.009, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1304, loss: 1.1304, grad_norm: 7.4806 2020-07-28 00:22:25,317 - mmaction - INFO - Epoch [97][2740/3757] lr: 2.000e-04, eta: 2:19:18, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1627, loss: 1.1627, grad_norm: 7.3546 2020-07-28 00:22:39,664 - mmaction - INFO - Epoch [97][2760/3757] lr: 2.000e-04, eta: 2:19:05, time: 0.722, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1838, loss: 1.1838, grad_norm: 7.7782 2020-07-28 00:22:54,495 - mmaction - INFO - Epoch [97][2780/3757] lr: 2.000e-04, eta: 2:18:51, time: 0.742, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1434, loss: 1.1434, grad_norm: 7.3512 2020-07-28 00:23:08,689 - mmaction - INFO - Epoch [97][2800/3757] lr: 2.000e-04, eta: 2:18:38, time: 0.710, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.5203 2020-07-28 00:23:24,365 - mmaction - INFO - Epoch [97][2820/3757] lr: 2.000e-04, eta: 2:18:24, time: 0.784, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1547, loss: 1.1547, grad_norm: 7.3542 2020-07-28 00:23:39,239 - mmaction - INFO - Epoch [97][2840/3757] lr: 2.000e-04, eta: 2:18:11, time: 0.743, data_time: 0.002, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.1009, loss: 1.1009, grad_norm: 7.3533 2020-07-28 00:23:53,164 - mmaction - INFO - Epoch [97][2860/3757] lr: 2.000e-04, eta: 2:17:57, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1413, loss: 1.1413, grad_norm: 7.4379 2020-07-28 00:24:09,024 - mmaction - INFO - Epoch [97][2880/3757] lr: 2.000e-04, eta: 2:17:43, time: 0.788, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.1885, loss: 1.1885, grad_norm: 7.4062 2020-07-28 00:24:22,341 - mmaction - INFO - Epoch [97][2900/3757] lr: 2.000e-04, eta: 2:17:30, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.7492 2020-07-28 00:24:36,650 - mmaction - INFO - Epoch [97][2920/3757] lr: 2.000e-04, eta: 2:17:16, time: 0.715, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2082, loss: 1.2082, grad_norm: 7.6379 2020-07-28 00:24:51,123 - mmaction - INFO - Epoch [97][2940/3757] lr: 2.000e-04, eta: 2:17:03, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8828, loss_cls: 1.1028, loss: 1.1028, grad_norm: 7.2058 2020-07-28 00:25:05,355 - mmaction - INFO - Epoch [97][2960/3757] lr: 2.000e-04, eta: 2:16:49, time: 0.712, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1876, loss: 1.1876, grad_norm: 7.4988 2020-07-28 00:25:20,017 - mmaction - INFO - Epoch [97][2980/3757] lr: 2.000e-04, eta: 2:16:36, time: 0.733, data_time: 0.003, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1279, loss: 1.1279, grad_norm: 7.3937 2020-07-28 00:25:33,756 - mmaction - INFO - Epoch [97][3000/3757] lr: 2.000e-04, eta: 2:16:22, time: 0.687, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2149, loss: 1.2149, grad_norm: 7.6210 2020-07-28 00:25:48,244 - mmaction - INFO - Epoch [97][3020/3757] lr: 2.000e-04, eta: 2:16:08, time: 0.724, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.6901 2020-07-28 00:26:02,073 - mmaction - INFO - Epoch [97][3040/3757] lr: 2.000e-04, eta: 2:15:55, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1635, loss: 1.1635, grad_norm: 7.4194 2020-07-28 00:26:17,681 - mmaction - INFO - Epoch [97][3060/3757] lr: 2.000e-04, eta: 2:15:41, time: 0.784, data_time: 0.007, memory: 7079, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0838, loss: 1.0838, grad_norm: 7.1444 2020-07-28 00:26:30,929 - mmaction - INFO - Epoch [97][3080/3757] lr: 2.000e-04, eta: 2:15:28, time: 0.662, data_time: 0.004, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1403, loss: 1.1403, grad_norm: 7.3489 2020-07-28 00:26:44,522 - mmaction - INFO - Epoch [97][3100/3757] lr: 2.000e-04, eta: 2:15:14, time: 0.680, data_time: 0.003, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2238, loss: 1.2238, grad_norm: 7.5800 2020-07-28 00:26:58,088 - mmaction - INFO - Epoch [97][3120/3757] lr: 2.000e-04, eta: 2:15:00, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1389, loss: 1.1389, grad_norm: 7.4297 2020-07-28 00:27:12,711 - mmaction - INFO - Epoch [97][3140/3757] lr: 2.000e-04, eta: 2:14:47, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1789, loss: 1.1789, grad_norm: 7.6534 2020-07-28 00:27:27,219 - mmaction - INFO - Epoch [97][3160/3757] lr: 2.000e-04, eta: 2:14:33, time: 0.723, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.6604 2020-07-28 00:27:40,765 - mmaction - INFO - Epoch [97][3180/3757] lr: 2.000e-04, eta: 2:14:20, time: 0.679, data_time: 0.008, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.1066, loss: 1.1066, grad_norm: 7.2432 2020-07-28 00:27:55,354 - mmaction - INFO - Epoch [97][3200/3757] lr: 2.000e-04, eta: 2:14:06, time: 0.729, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.3677 2020-07-28 00:28:09,158 - mmaction - INFO - Epoch [97][3220/3757] lr: 2.000e-04, eta: 2:13:52, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2123, loss: 1.2123, grad_norm: 7.5508 2020-07-28 00:28:22,796 - mmaction - INFO - Epoch [97][3240/3757] lr: 2.000e-04, eta: 2:13:39, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2269, loss: 1.2269, grad_norm: 7.7203 2020-07-28 00:28:36,965 - mmaction - INFO - Epoch [97][3260/3757] lr: 2.000e-04, eta: 2:13:25, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8742, loss_cls: 1.1517, loss: 1.1517, grad_norm: 7.2410 2020-07-28 00:28:50,410 - mmaction - INFO - Epoch [97][3280/3757] lr: 2.000e-04, eta: 2:13:12, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.3498 2020-07-28 00:29:05,081 - mmaction - INFO - Epoch [97][3300/3757] lr: 2.000e-04, eta: 2:12:58, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1535, loss: 1.1535, grad_norm: 7.4030 2020-07-28 00:29:18,819 - mmaction - INFO - Epoch [97][3320/3757] lr: 2.000e-04, eta: 2:12:44, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1673, loss: 1.1673, grad_norm: 7.4059 2020-07-28 00:29:32,169 - mmaction - INFO - Epoch [97][3340/3757] lr: 2.000e-04, eta: 2:12:31, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.3060 2020-07-28 00:29:45,716 - mmaction - INFO - Epoch [97][3360/3757] lr: 2.000e-04, eta: 2:12:17, time: 0.680, data_time: 0.008, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2140, loss: 1.2140, grad_norm: 7.6713 2020-07-28 00:29:58,934 - mmaction - INFO - Epoch [97][3380/3757] lr: 2.000e-04, eta: 2:12:04, time: 0.661, data_time: 0.002, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1088, loss: 1.1088, grad_norm: 7.2805 2020-07-28 00:30:12,697 - mmaction - INFO - Epoch [97][3400/3757] lr: 2.000e-04, eta: 2:11:50, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1166, loss: 1.1166, grad_norm: 7.5482 2020-07-28 00:30:27,542 - mmaction - INFO - Epoch [97][3420/3757] lr: 2.000e-04, eta: 2:11:36, time: 0.743, data_time: 0.003, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2300, loss: 1.2300, grad_norm: 7.5507 2020-07-28 00:30:41,284 - mmaction - INFO - Epoch [97][3440/3757] lr: 2.000e-04, eta: 2:11:23, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8797, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.3054 2020-07-28 00:30:54,909 - mmaction - INFO - Epoch [97][3460/3757] lr: 2.000e-04, eta: 2:11:09, time: 0.682, data_time: 0.003, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1587, loss: 1.1587, grad_norm: 7.4960 2020-07-28 00:31:08,637 - mmaction - INFO - Epoch [97][3480/3757] lr: 2.000e-04, eta: 2:10:56, time: 0.686, data_time: 0.002, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1508, loss: 1.1508, grad_norm: 7.6757 2020-07-28 00:31:22,770 - mmaction - INFO - Epoch [97][3500/3757] lr: 2.000e-04, eta: 2:10:42, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.0823, loss: 1.0823, grad_norm: 7.1275 2020-07-28 00:31:36,168 - mmaction - INFO - Epoch [97][3520/3757] lr: 2.000e-04, eta: 2:10:28, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1221, loss: 1.1221, grad_norm: 7.0433 2020-07-28 00:31:50,691 - mmaction - INFO - Epoch [97][3540/3757] lr: 2.000e-04, eta: 2:10:15, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1245, loss: 1.1245, grad_norm: 7.3817 2020-07-28 00:32:03,825 - mmaction - INFO - Epoch [97][3560/3757] lr: 2.000e-04, eta: 2:10:01, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1440, loss: 1.1440, grad_norm: 7.2332 2020-07-28 00:32:17,370 - mmaction - INFO - Epoch [97][3580/3757] lr: 2.000e-04, eta: 2:09:48, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.5972 2020-07-28 00:32:30,545 - mmaction - INFO - Epoch [97][3600/3757] lr: 2.000e-04, eta: 2:09:34, time: 0.655, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1330, loss: 1.1330, grad_norm: 7.4889 2020-07-28 00:32:44,400 - mmaction - INFO - Epoch [97][3620/3757] lr: 2.000e-04, eta: 2:09:20, time: 0.696, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1911, loss: 1.1911, grad_norm: 7.6633 2020-07-28 00:32:57,608 - mmaction - INFO - Epoch [97][3640/3757] lr: 2.000e-04, eta: 2:09:07, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.6826 2020-07-28 00:33:11,573 - mmaction - INFO - Epoch [97][3660/3757] lr: 2.000e-04, eta: 2:08:53, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1735, loss: 1.1735, grad_norm: 7.3101 2020-07-28 00:33:26,383 - mmaction - INFO - Epoch [97][3680/3757] lr: 2.000e-04, eta: 2:08:40, time: 0.740, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1316, loss: 1.1316, grad_norm: 7.3912 2020-07-28 00:33:39,776 - mmaction - INFO - Epoch [97][3700/3757] lr: 2.000e-04, eta: 2:08:26, time: 0.670, data_time: 0.002, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1721, loss: 1.1721, grad_norm: 7.4097 2020-07-28 00:33:53,398 - mmaction - INFO - Epoch [97][3720/3757] lr: 2.000e-04, eta: 2:08:12, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1617, loss: 1.1617, grad_norm: 7.6700 2020-07-28 00:34:06,909 - mmaction - INFO - Epoch [97][3740/3757] lr: 2.000e-04, eta: 2:07:59, time: 0.676, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2474, loss: 1.2474, grad_norm: 7.7666 2020-07-28 00:34:19,127 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-07-28 00:34:45,043 - mmaction - INFO - Epoch [98][20/3757] lr: 2.000e-04, eta: 2:07:34, time: 1.228, data_time: 0.549, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1257, loss: 1.1257, grad_norm: 7.4887 2020-07-28 00:34:57,156 - mmaction - INFO - Epoch [98][40/3757] lr: 2.000e-04, eta: 2:07:20, time: 0.606, data_time: 0.003, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2185, loss: 1.2185, grad_norm: 7.5973 2020-07-28 00:35:10,441 - mmaction - INFO - Epoch [98][60/3757] lr: 2.000e-04, eta: 2:07:06, time: 0.664, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1116, loss: 1.1116, grad_norm: 7.2050 2020-07-28 00:35:24,175 - mmaction - INFO - Epoch [98][80/3757] lr: 2.000e-04, eta: 2:06:53, time: 0.687, data_time: 0.003, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1552, loss: 1.1552, grad_norm: 7.2401 2020-07-28 00:35:38,352 - mmaction - INFO - Epoch [98][100/3757] lr: 2.000e-04, eta: 2:06:39, time: 0.709, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1876, loss: 1.1876, grad_norm: 7.4742 2020-07-28 00:35:52,482 - mmaction - INFO - Epoch [98][120/3757] lr: 2.000e-04, eta: 2:06:26, time: 0.706, data_time: 0.003, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.2022, loss: 1.2022, grad_norm: 7.4058 2020-07-28 00:36:05,334 - mmaction - INFO - Epoch [98][140/3757] lr: 2.000e-04, eta: 2:06:12, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1985, loss: 1.1985, grad_norm: 7.6863 2020-07-28 00:36:19,383 - mmaction - INFO - Epoch [98][160/3757] lr: 2.000e-04, eta: 2:05:58, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8766, loss_cls: 1.1478, loss: 1.1478, grad_norm: 7.5104 2020-07-28 00:36:32,467 - mmaction - INFO - Epoch [98][180/3757] lr: 2.000e-04, eta: 2:05:45, time: 0.651, data_time: 0.005, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2200, loss: 1.2200, grad_norm: 7.6614 2020-07-28 00:36:45,554 - mmaction - INFO - Epoch [98][200/3757] lr: 2.000e-04, eta: 2:05:31, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1241, loss: 1.1241, grad_norm: 7.0908 2020-07-28 00:37:00,250 - mmaction - INFO - Epoch [98][220/3757] lr: 2.000e-04, eta: 2:05:18, time: 0.734, data_time: 0.006, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8953, loss_cls: 1.0859, loss: 1.0859, grad_norm: 7.0780 2020-07-28 00:37:14,304 - mmaction - INFO - Epoch [98][240/3757] lr: 2.000e-04, eta: 2:05:04, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1454, loss: 1.1454, grad_norm: 7.2008 2020-07-28 00:37:27,591 - mmaction - INFO - Epoch [98][260/3757] lr: 2.000e-04, eta: 2:04:50, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.1875, loss: 1.1875, grad_norm: 7.4524 2020-07-28 00:37:41,134 - mmaction - INFO - Epoch [98][280/3757] lr: 2.000e-04, eta: 2:04:37, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1626, loss: 1.1626, grad_norm: 7.3422 2020-07-28 00:37:54,776 - mmaction - INFO - Epoch [98][300/3757] lr: 2.000e-04, eta: 2:04:23, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0808, loss: 1.0808, grad_norm: 7.4522 2020-07-28 00:38:07,908 - mmaction - INFO - Epoch [98][320/3757] lr: 2.000e-04, eta: 2:04:09, time: 0.654, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2182, loss: 1.2182, grad_norm: 7.3872 2020-07-28 00:38:21,511 - mmaction - INFO - Epoch [98][340/3757] lr: 2.000e-04, eta: 2:03:56, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1563, loss: 1.1563, grad_norm: 7.5297 2020-07-28 00:38:34,873 - mmaction - INFO - Epoch [98][360/3757] lr: 2.000e-04, eta: 2:03:42, time: 0.668, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1501, loss: 1.1501, grad_norm: 7.5160 2020-07-28 00:38:49,107 - mmaction - INFO - Epoch [98][380/3757] lr: 2.000e-04, eta: 2:03:29, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.6543 2020-07-28 00:39:02,904 - mmaction - INFO - Epoch [98][400/3757] lr: 2.000e-04, eta: 2:03:15, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0922, loss: 1.0922, grad_norm: 7.2176 2020-07-28 00:39:16,060 - mmaction - INFO - Epoch [98][420/3757] lr: 2.000e-04, eta: 2:03:01, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2257, loss: 1.2257, grad_norm: 7.5074 2020-07-28 00:39:29,739 - mmaction - INFO - Epoch [98][440/3757] lr: 2.000e-04, eta: 2:02:48, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.4553 2020-07-28 00:39:42,515 - mmaction - INFO - Epoch [98][460/3757] lr: 2.000e-04, eta: 2:02:34, time: 0.642, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2412, loss: 1.2412, grad_norm: 7.7890 2020-07-28 00:39:56,319 - mmaction - INFO - Epoch [98][480/3757] lr: 2.000e-04, eta: 2:02:21, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8602, loss_cls: 1.2595, loss: 1.2595, grad_norm: 7.4541 2020-07-28 00:40:10,114 - mmaction - INFO - Epoch [98][500/3757] lr: 2.000e-04, eta: 2:02:07, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1524, loss: 1.1524, grad_norm: 7.3619 2020-07-28 00:40:24,342 - mmaction - INFO - Epoch [98][520/3757] lr: 2.000e-04, eta: 2:01:53, time: 0.711, data_time: 0.007, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1570, loss: 1.1570, grad_norm: 7.3346 2020-07-28 00:40:37,328 - mmaction - INFO - Epoch [98][540/3757] lr: 2.000e-04, eta: 2:01:40, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.1912, loss: 1.1912, grad_norm: 7.5485 2020-07-28 00:40:50,996 - mmaction - INFO - Epoch [98][560/3757] lr: 2.000e-04, eta: 2:01:26, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2211, loss: 1.2211, grad_norm: 7.6990 2020-07-28 00:41:04,938 - mmaction - INFO - Epoch [98][580/3757] lr: 2.000e-04, eta: 2:01:13, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1490, loss: 1.1490, grad_norm: 7.4278 2020-07-28 00:41:17,660 - mmaction - INFO - Epoch [98][600/3757] lr: 2.000e-04, eta: 2:00:59, time: 0.637, data_time: 0.003, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2262, loss: 1.2262, grad_norm: 7.5044 2020-07-28 00:41:32,449 - mmaction - INFO - Epoch [98][620/3757] lr: 2.000e-04, eta: 2:00:45, time: 0.739, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.0987, loss: 1.0987, grad_norm: 7.0850 2020-07-28 00:41:46,017 - mmaction - INFO - Epoch [98][640/3757] lr: 2.000e-04, eta: 2:00:32, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.7133, top5_acc: 0.9008, loss_cls: 1.1218, loss: 1.1218, grad_norm: 7.4914 2020-07-28 00:41:58,975 - mmaction - INFO - Epoch [98][660/3757] lr: 2.000e-04, eta: 2:00:18, time: 0.643, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2230, loss: 1.2230, grad_norm: 7.6992 2020-07-28 00:42:12,384 - mmaction - INFO - Epoch [98][680/3757] lr: 2.000e-04, eta: 2:00:05, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.7297 2020-07-28 00:42:25,707 - mmaction - INFO - Epoch [98][700/3757] lr: 2.000e-04, eta: 1:59:51, time: 0.662, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.4544 2020-07-28 00:42:38,634 - mmaction - INFO - Epoch [98][720/3757] lr: 2.000e-04, eta: 1:59:37, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1543, loss: 1.1543, grad_norm: 7.4796 2020-07-28 00:42:52,208 - mmaction - INFO - Epoch [98][740/3757] lr: 2.000e-04, eta: 1:59:24, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1699, loss: 1.1699, grad_norm: 7.3774 2020-07-28 00:43:05,328 - mmaction - INFO - Epoch [98][760/3757] lr: 2.000e-04, eta: 1:59:10, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1788, loss: 1.1788, grad_norm: 7.4166 2020-07-28 00:43:18,936 - mmaction - INFO - Epoch [98][780/3757] lr: 2.000e-04, eta: 1:58:56, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2523, loss: 1.2523, grad_norm: 7.6108 2020-07-28 00:43:32,311 - mmaction - INFO - Epoch [98][800/3757] lr: 2.000e-04, eta: 1:58:43, time: 0.672, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.1719, loss: 1.1719, grad_norm: 7.5716 2020-07-28 00:43:45,444 - mmaction - INFO - Epoch [98][820/3757] lr: 2.000e-04, eta: 1:58:29, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1751, loss: 1.1751, grad_norm: 7.4655 2020-07-28 00:43:59,344 - mmaction - INFO - Epoch [98][840/3757] lr: 2.000e-04, eta: 1:58:16, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1738, loss: 1.1738, grad_norm: 7.5288 2020-07-28 00:44:12,170 - mmaction - INFO - Epoch [98][860/3757] lr: 2.000e-04, eta: 1:58:02, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1113, loss: 1.1113, grad_norm: 7.2370 2020-07-28 00:44:26,262 - mmaction - INFO - Epoch [98][880/3757] lr: 2.000e-04, eta: 1:57:48, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.1943, loss: 1.1943, grad_norm: 7.7812 2020-07-28 00:44:39,358 - mmaction - INFO - Epoch [98][900/3757] lr: 2.000e-04, eta: 1:57:35, time: 0.650, data_time: 0.005, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8789, loss_cls: 1.1901, loss: 1.1901, grad_norm: 7.5892 2020-07-28 00:44:52,282 - mmaction - INFO - Epoch [98][920/3757] lr: 2.000e-04, eta: 1:57:21, time: 0.651, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1825, loss: 1.1825, grad_norm: 7.7060 2020-07-28 00:45:05,676 - mmaction - INFO - Epoch [98][940/3757] lr: 2.000e-04, eta: 1:57:08, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1621, loss: 1.1621, grad_norm: 7.3279 2020-07-28 00:45:19,866 - mmaction - INFO - Epoch [98][960/3757] lr: 2.000e-04, eta: 1:56:54, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2240, loss: 1.2240, grad_norm: 7.8109 2020-07-28 00:45:33,776 - mmaction - INFO - Epoch [98][980/3757] lr: 2.000e-04, eta: 1:56:40, time: 0.694, data_time: 0.007, memory: 7079, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.2988, loss: 1.2988, grad_norm: 7.6914 2020-07-28 00:45:47,200 - mmaction - INFO - Epoch [98][1000/3757] lr: 2.000e-04, eta: 1:56:27, time: 0.674, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1182, loss: 1.1182, grad_norm: 7.4173 2020-07-28 00:46:00,635 - mmaction - INFO - Epoch [98][1020/3757] lr: 2.000e-04, eta: 1:56:13, time: 0.669, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2018, loss: 1.2018, grad_norm: 7.6012 2020-07-28 00:46:13,739 - mmaction - INFO - Epoch [98][1040/3757] lr: 2.000e-04, eta: 1:56:00, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.4647 2020-07-28 00:46:27,297 - mmaction - INFO - Epoch [98][1060/3757] lr: 2.000e-04, eta: 1:55:46, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1589, loss: 1.1589, grad_norm: 7.3616 2020-07-28 00:46:41,127 - mmaction - INFO - Epoch [98][1080/3757] lr: 2.000e-04, eta: 1:55:32, time: 0.692, data_time: 0.004, memory: 7079, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.7462 2020-07-28 00:46:54,308 - mmaction - INFO - Epoch [98][1100/3757] lr: 2.000e-04, eta: 1:55:19, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1858, loss: 1.1858, grad_norm: 7.6705 2020-07-28 00:47:08,008 - mmaction - INFO - Epoch [98][1120/3757] lr: 2.000e-04, eta: 1:55:05, time: 0.686, data_time: 0.004, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8617, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.4051 2020-07-28 00:47:21,065 - mmaction - INFO - Epoch [98][1140/3757] lr: 2.000e-04, eta: 1:54:51, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.7438, top5_acc: 0.8891, loss_cls: 1.0635, loss: 1.0635, grad_norm: 7.2167 2020-07-28 00:47:34,373 - mmaction - INFO - Epoch [98][1160/3757] lr: 2.000e-04, eta: 1:54:38, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8914, loss_cls: 1.1042, loss: 1.1042, grad_norm: 7.2460 2020-07-28 00:47:47,473 - mmaction - INFO - Epoch [98][1180/3757] lr: 2.000e-04, eta: 1:54:24, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.5074 2020-07-28 00:48:01,282 - mmaction - INFO - Epoch [98][1200/3757] lr: 2.000e-04, eta: 1:54:11, time: 0.693, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1511, loss: 1.1511, grad_norm: 7.5426 2020-07-28 00:48:14,220 - mmaction - INFO - Epoch [98][1220/3757] lr: 2.000e-04, eta: 1:53:57, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2569, loss: 1.2569, grad_norm: 7.6773 2020-07-28 00:48:28,350 - mmaction - INFO - Epoch [98][1240/3757] lr: 2.000e-04, eta: 1:53:43, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1669, loss: 1.1669, grad_norm: 7.4385 2020-07-28 00:48:42,757 - mmaction - INFO - Epoch [98][1260/3757] lr: 2.000e-04, eta: 1:53:30, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2232, loss: 1.2232, grad_norm: 7.6589 2020-07-28 00:48:55,364 - mmaction - INFO - Epoch [98][1280/3757] lr: 2.000e-04, eta: 1:53:16, time: 0.633, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.1773, loss: 1.1773, grad_norm: 7.5580 2020-07-28 00:49:09,288 - mmaction - INFO - Epoch [98][1300/3757] lr: 2.000e-04, eta: 1:53:03, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1577, loss: 1.1577, grad_norm: 7.4040 2020-07-28 00:49:22,227 - mmaction - INFO - Epoch [98][1320/3757] lr: 2.000e-04, eta: 1:52:49, time: 0.653, data_time: 0.009, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.5350 2020-07-28 00:49:35,505 - mmaction - INFO - Epoch [98][1340/3757] lr: 2.000e-04, eta: 1:52:35, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1523, loss: 1.1523, grad_norm: 7.3552 2020-07-28 00:49:48,931 - mmaction - INFO - Epoch [98][1360/3757] lr: 2.000e-04, eta: 1:52:22, time: 0.675, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1537, loss: 1.1537, grad_norm: 7.5735 2020-07-28 00:50:02,233 - mmaction - INFO - Epoch [98][1380/3757] lr: 2.000e-04, eta: 1:52:08, time: 0.664, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1466, loss: 1.1466, grad_norm: 7.4520 2020-07-28 00:50:15,916 - mmaction - INFO - Epoch [98][1400/3757] lr: 2.000e-04, eta: 1:51:55, time: 0.683, data_time: 0.003, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2848, loss: 1.2848, grad_norm: 7.7636 2020-07-28 00:50:29,214 - mmaction - INFO - Epoch [98][1420/3757] lr: 2.000e-04, eta: 1:51:41, time: 0.664, data_time: 0.007, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1964, loss: 1.1964, grad_norm: 7.4547 2020-07-28 00:50:42,708 - mmaction - INFO - Epoch [98][1440/3757] lr: 2.000e-04, eta: 1:51:27, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2345, loss: 1.2345, grad_norm: 7.4899 2020-07-28 00:50:55,785 - mmaction - INFO - Epoch [98][1460/3757] lr: 2.000e-04, eta: 1:51:14, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.4783 2020-07-28 00:51:08,671 - mmaction - INFO - Epoch [98][1480/3757] lr: 2.000e-04, eta: 1:51:00, time: 0.647, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1603, loss: 1.1603, grad_norm: 7.3944 2020-07-28 00:51:22,721 - mmaction - INFO - Epoch [98][1500/3757] lr: 2.000e-04, eta: 1:50:47, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.3743 2020-07-28 00:51:36,370 - mmaction - INFO - Epoch [98][1520/3757] lr: 2.000e-04, eta: 1:50:33, time: 0.683, data_time: 0.004, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.5785 2020-07-28 00:51:49,866 - mmaction - INFO - Epoch [98][1540/3757] lr: 2.000e-04, eta: 1:50:19, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1265, loss: 1.1265, grad_norm: 7.3611 2020-07-28 00:52:02,724 - mmaction - INFO - Epoch [98][1560/3757] lr: 2.000e-04, eta: 1:50:06, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8688, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.6639 2020-07-28 00:52:16,784 - mmaction - INFO - Epoch [98][1580/3757] lr: 2.000e-04, eta: 1:49:52, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1628, loss: 1.1628, grad_norm: 7.4039 2020-07-28 00:52:31,190 - mmaction - INFO - Epoch [98][1600/3757] lr: 2.000e-04, eta: 1:49:38, time: 0.722, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1893, loss: 1.1893, grad_norm: 7.4302 2020-07-28 00:52:43,968 - mmaction - INFO - Epoch [98][1620/3757] lr: 2.000e-04, eta: 1:49:25, time: 0.635, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8719, loss_cls: 1.1577, loss: 1.1577, grad_norm: 7.2126 2020-07-28 00:52:57,151 - mmaction - INFO - Epoch [98][1640/3757] lr: 2.000e-04, eta: 1:49:11, time: 0.663, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8617, loss_cls: 1.2327, loss: 1.2327, grad_norm: 7.6664 2020-07-28 00:53:10,929 - mmaction - INFO - Epoch [98][1660/3757] lr: 2.000e-04, eta: 1:48:58, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2830, loss: 1.2830, grad_norm: 7.9589 2020-07-28 00:53:24,017 - mmaction - INFO - Epoch [98][1680/3757] lr: 2.000e-04, eta: 1:48:44, time: 0.658, data_time: 0.009, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1372, loss: 1.1372, grad_norm: 7.4812 2020-07-28 00:53:38,429 - mmaction - INFO - Epoch [98][1700/3757] lr: 2.000e-04, eta: 1:48:30, time: 0.720, data_time: 0.002, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1254, loss: 1.1254, grad_norm: 7.4591 2020-07-28 00:53:51,602 - mmaction - INFO - Epoch [98][1720/3757] lr: 2.000e-04, eta: 1:48:17, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.1107, loss: 1.1107, grad_norm: 7.4096 2020-07-28 00:54:05,368 - mmaction - INFO - Epoch [98][1740/3757] lr: 2.000e-04, eta: 1:48:03, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1117, loss: 1.1117, grad_norm: 7.4625 2020-07-28 00:54:19,330 - mmaction - INFO - Epoch [98][1760/3757] lr: 2.000e-04, eta: 1:47:50, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1215, loss: 1.1215, grad_norm: 7.5287 2020-07-28 00:54:32,830 - mmaction - INFO - Epoch [98][1780/3757] lr: 2.000e-04, eta: 1:47:36, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1479, loss: 1.1479, grad_norm: 7.6248 2020-07-28 00:54:47,150 - mmaction - INFO - Epoch [98][1800/3757] lr: 2.000e-04, eta: 1:47:22, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0909, loss: 1.0909, grad_norm: 7.2774 2020-07-28 00:55:00,272 - mmaction - INFO - Epoch [98][1820/3757] lr: 2.000e-04, eta: 1:47:09, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8984, loss_cls: 1.0741, loss: 1.0741, grad_norm: 7.2767 2020-07-28 00:55:13,878 - mmaction - INFO - Epoch [98][1840/3757] lr: 2.000e-04, eta: 1:46:55, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0400, loss: 1.0400, grad_norm: 7.0678 2020-07-28 00:55:28,046 - mmaction - INFO - Epoch [98][1860/3757] lr: 2.000e-04, eta: 1:46:42, time: 0.708, data_time: 0.003, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.6856 2020-07-28 00:55:41,461 - mmaction - INFO - Epoch [98][1880/3757] lr: 2.000e-04, eta: 1:46:28, time: 0.667, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1099, loss: 1.1099, grad_norm: 7.4788 2020-07-28 00:55:54,805 - mmaction - INFO - Epoch [98][1900/3757] lr: 2.000e-04, eta: 1:46:14, time: 0.670, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1870, loss: 1.1870, grad_norm: 7.4282 2020-07-28 00:56:08,927 - mmaction - INFO - Epoch [98][1920/3757] lr: 2.000e-04, eta: 1:46:01, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.4829 2020-07-28 00:56:22,335 - mmaction - INFO - Epoch [98][1940/3757] lr: 2.000e-04, eta: 1:45:47, time: 0.672, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1939, loss: 1.1939, grad_norm: 7.4946 2020-07-28 00:56:36,330 - mmaction - INFO - Epoch [98][1960/3757] lr: 2.000e-04, eta: 1:45:34, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.5230 2020-07-28 00:56:50,438 - mmaction - INFO - Epoch [98][1980/3757] lr: 2.000e-04, eta: 1:45:20, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1002, loss: 1.1002, grad_norm: 7.0453 2020-07-28 00:57:03,896 - mmaction - INFO - Epoch [98][2000/3757] lr: 2.000e-04, eta: 1:45:06, time: 0.673, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0866, loss: 1.0866, grad_norm: 7.3733 2020-07-28 00:57:17,869 - mmaction - INFO - Epoch [98][2020/3757] lr: 2.000e-04, eta: 1:44:53, time: 0.698, data_time: 0.003, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1359, loss: 1.1359, grad_norm: 7.3768 2020-07-28 00:57:32,677 - mmaction - INFO - Epoch [98][2040/3757] lr: 2.000e-04, eta: 1:44:39, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1615, loss: 1.1615, grad_norm: 7.5617 2020-07-28 00:57:45,934 - mmaction - INFO - Epoch [98][2060/3757] lr: 2.000e-04, eta: 1:44:26, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2793, loss: 1.2793, grad_norm: 7.6573 2020-07-28 00:57:59,966 - mmaction - INFO - Epoch [98][2080/3757] lr: 2.000e-04, eta: 1:44:12, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.2276, loss: 1.2276, grad_norm: 7.6420 2020-07-28 00:58:14,896 - mmaction - INFO - Epoch [98][2100/3757] lr: 2.000e-04, eta: 1:43:58, time: 0.750, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0817, loss: 1.0817, grad_norm: 7.2381 2020-07-28 00:58:27,877 - mmaction - INFO - Epoch [98][2120/3757] lr: 2.000e-04, eta: 1:43:45, time: 0.649, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1786, loss: 1.1786, grad_norm: 7.6391 2020-07-28 00:58:42,837 - mmaction - INFO - Epoch [98][2140/3757] lr: 2.000e-04, eta: 1:43:31, time: 0.748, data_time: 0.004, memory: 7079, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0724, loss: 1.0724, grad_norm: 7.1936 2020-07-28 00:58:57,231 - mmaction - INFO - Epoch [98][2160/3757] lr: 2.000e-04, eta: 1:43:18, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1734, loss: 1.1734, grad_norm: 7.4051 2020-07-28 00:59:11,155 - mmaction - INFO - Epoch [98][2180/3757] lr: 2.000e-04, eta: 1:43:04, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1969, loss: 1.1969, grad_norm: 7.4817 2020-07-28 00:59:24,811 - mmaction - INFO - Epoch [98][2200/3757] lr: 2.000e-04, eta: 1:42:50, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.1254, loss: 1.1254, grad_norm: 7.3651 2020-07-28 00:59:39,173 - mmaction - INFO - Epoch [98][2220/3757] lr: 2.000e-04, eta: 1:42:37, time: 0.720, data_time: 0.006, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.6820 2020-07-28 00:59:52,797 - mmaction - INFO - Epoch [98][2240/3757] lr: 2.000e-04, eta: 1:42:23, time: 0.678, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1745, loss: 1.1745, grad_norm: 7.4475 2020-07-28 01:00:11,680 - mmaction - INFO - Epoch [98][2260/3757] lr: 2.000e-04, eta: 1:42:10, time: 0.941, data_time: 0.007, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1293, loss: 1.1293, grad_norm: 7.4237 2020-07-28 01:00:25,433 - mmaction - INFO - Epoch [98][2280/3757] lr: 2.000e-04, eta: 1:41:56, time: 0.694, data_time: 0.016, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1264, loss: 1.1264, grad_norm: 7.3972 2020-07-28 01:00:39,211 - mmaction - INFO - Epoch [98][2300/3757] lr: 2.000e-04, eta: 1:41:43, time: 0.689, data_time: 0.003, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0938, loss: 1.0938, grad_norm: 7.2910 2020-07-28 01:00:52,857 - mmaction - INFO - Epoch [98][2320/3757] lr: 2.000e-04, eta: 1:41:29, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1895, loss: 1.1895, grad_norm: 7.3079 2020-07-28 01:01:07,624 - mmaction - INFO - Epoch [98][2340/3757] lr: 2.000e-04, eta: 1:41:15, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1746, loss: 1.1746, grad_norm: 7.3520 2020-07-28 01:01:21,293 - mmaction - INFO - Epoch [98][2360/3757] lr: 2.000e-04, eta: 1:41:02, time: 0.686, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1748, loss: 1.1748, grad_norm: 7.7264 2020-07-28 01:01:35,606 - mmaction - INFO - Epoch [98][2380/3757] lr: 2.000e-04, eta: 1:40:48, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2005, loss: 1.2005, grad_norm: 7.5244 2020-07-28 01:01:49,611 - mmaction - INFO - Epoch [98][2400/3757] lr: 2.000e-04, eta: 1:40:35, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.6199 2020-07-28 01:02:04,145 - mmaction - INFO - Epoch [98][2420/3757] lr: 2.000e-04, eta: 1:40:21, time: 0.725, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1529, loss: 1.1529, grad_norm: 7.3410 2020-07-28 01:02:17,776 - mmaction - INFO - Epoch [98][2440/3757] lr: 2.000e-04, eta: 1:40:07, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1270, loss: 1.1270, grad_norm: 7.3025 2020-07-28 01:02:31,717 - mmaction - INFO - Epoch [98][2460/3757] lr: 2.000e-04, eta: 1:39:54, time: 0.697, data_time: 0.005, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2120, loss: 1.2120, grad_norm: 7.5783 2020-07-28 01:02:45,748 - mmaction - INFO - Epoch [98][2480/3757] lr: 2.000e-04, eta: 1:39:40, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2765, loss: 1.2765, grad_norm: 7.7232 2020-07-28 01:03:00,322 - mmaction - INFO - Epoch [98][2500/3757] lr: 2.000e-04, eta: 1:39:27, time: 0.727, data_time: 0.006, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8820, loss_cls: 1.1540, loss: 1.1540, grad_norm: 7.3183 2020-07-28 01:03:14,278 - mmaction - INFO - Epoch [98][2520/3757] lr: 2.000e-04, eta: 1:39:13, time: 0.699, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1977, loss: 1.1977, grad_norm: 7.6167 2020-07-28 01:03:28,654 - mmaction - INFO - Epoch [98][2540/3757] lr: 2.000e-04, eta: 1:38:59, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.1230, loss: 1.1230, grad_norm: 7.2735 2020-07-28 01:03:42,451 - mmaction - INFO - Epoch [98][2560/3757] lr: 2.000e-04, eta: 1:38:46, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2077, loss: 1.2077, grad_norm: 7.3395 2020-07-28 01:03:56,684 - mmaction - INFO - Epoch [98][2580/3757] lr: 2.000e-04, eta: 1:38:32, time: 0.711, data_time: 0.003, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8883, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.7817 2020-07-28 01:04:10,659 - mmaction - INFO - Epoch [98][2600/3757] lr: 2.000e-04, eta: 1:38:19, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1258, loss: 1.1258, grad_norm: 7.3398 2020-07-28 01:04:24,793 - mmaction - INFO - Epoch [98][2620/3757] lr: 2.000e-04, eta: 1:38:05, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2081, loss: 1.2081, grad_norm: 7.6253 2020-07-28 01:04:39,288 - mmaction - INFO - Epoch [98][2640/3757] lr: 2.000e-04, eta: 1:37:51, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2125, loss: 1.2125, grad_norm: 7.5523 2020-07-28 01:04:53,416 - mmaction - INFO - Epoch [98][2660/3757] lr: 2.000e-04, eta: 1:37:38, time: 0.710, data_time: 0.008, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.6363 2020-07-28 01:05:07,950 - mmaction - INFO - Epoch [98][2680/3757] lr: 2.000e-04, eta: 1:37:24, time: 0.726, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1578, loss: 1.1578, grad_norm: 7.4007 2020-07-28 01:05:22,549 - mmaction - INFO - Epoch [98][2700/3757] lr: 2.000e-04, eta: 1:37:11, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2341, loss: 1.2341, grad_norm: 7.5084 2020-07-28 01:05:36,990 - mmaction - INFO - Epoch [98][2720/3757] lr: 2.000e-04, eta: 1:36:57, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1541, loss: 1.1541, grad_norm: 7.5489 2020-07-28 01:05:51,889 - mmaction - INFO - Epoch [98][2740/3757] lr: 2.000e-04, eta: 1:36:44, time: 0.747, data_time: 0.008, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.2022, loss: 1.2022, grad_norm: 7.6391 2020-07-28 01:06:06,073 - mmaction - INFO - Epoch [98][2760/3757] lr: 2.000e-04, eta: 1:36:30, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1603, loss: 1.1603, grad_norm: 7.2976 2020-07-28 01:06:20,010 - mmaction - INFO - Epoch [98][2780/3757] lr: 2.000e-04, eta: 1:36:16, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8805, loss_cls: 1.1170, loss: 1.1170, grad_norm: 7.2085 2020-07-28 01:06:34,722 - mmaction - INFO - Epoch [98][2800/3757] lr: 2.000e-04, eta: 1:36:03, time: 0.733, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.1965, loss: 1.1965, grad_norm: 7.6065 2020-07-28 01:06:48,800 - mmaction - INFO - Epoch [98][2820/3757] lr: 2.000e-04, eta: 1:35:49, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.6332 2020-07-28 01:07:02,966 - mmaction - INFO - Epoch [98][2840/3757] lr: 2.000e-04, eta: 1:35:36, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1528, loss: 1.1528, grad_norm: 7.3892 2020-07-28 01:07:17,138 - mmaction - INFO - Epoch [98][2860/3757] lr: 2.000e-04, eta: 1:35:22, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.9995 2020-07-28 01:07:31,602 - mmaction - INFO - Epoch [98][2880/3757] lr: 2.000e-04, eta: 1:35:08, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2138, loss: 1.2138, grad_norm: 7.7170 2020-07-28 01:07:45,278 - mmaction - INFO - Epoch [98][2900/3757] lr: 2.000e-04, eta: 1:34:55, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2091, loss: 1.2091, grad_norm: 7.5566 2020-07-28 01:08:00,220 - mmaction - INFO - Epoch [98][2920/3757] lr: 2.000e-04, eta: 1:34:41, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1504, loss: 1.1504, grad_norm: 7.5602 2020-07-28 01:08:13,732 - mmaction - INFO - Epoch [98][2940/3757] lr: 2.000e-04, eta: 1:34:28, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2344, loss: 1.2344, grad_norm: 7.6470 2020-07-28 01:08:28,679 - mmaction - INFO - Epoch [98][2960/3757] lr: 2.000e-04, eta: 1:34:14, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3172, loss: 1.3172, grad_norm: 7.8522 2020-07-28 01:08:42,665 - mmaction - INFO - Epoch [98][2980/3757] lr: 2.000e-04, eta: 1:34:00, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1842, loss: 1.1842, grad_norm: 7.6368 2020-07-28 01:08:56,590 - mmaction - INFO - Epoch [98][3000/3757] lr: 2.000e-04, eta: 1:33:47, time: 0.694, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8648, loss_cls: 1.1865, loss: 1.1865, grad_norm: 7.3563 2020-07-28 01:09:11,491 - mmaction - INFO - Epoch [98][3020/3757] lr: 2.000e-04, eta: 1:33:33, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1678, loss: 1.1678, grad_norm: 7.3057 2020-07-28 01:09:25,747 - mmaction - INFO - Epoch [98][3040/3757] lr: 2.000e-04, eta: 1:33:20, time: 0.713, data_time: 0.003, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1322, loss: 1.1322, grad_norm: 7.5037 2020-07-28 01:09:40,326 - mmaction - INFO - Epoch [98][3060/3757] lr: 2.000e-04, eta: 1:33:06, time: 0.729, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2020, loss: 1.2020, grad_norm: 7.4245 2020-07-28 01:09:55,502 - mmaction - INFO - Epoch [98][3080/3757] lr: 2.000e-04, eta: 1:32:53, time: 0.759, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.4827 2020-07-28 01:10:09,917 - mmaction - INFO - Epoch [98][3100/3757] lr: 2.000e-04, eta: 1:32:39, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8797, loss_cls: 1.1361, loss: 1.1361, grad_norm: 7.3468 2020-07-28 01:10:24,377 - mmaction - INFO - Epoch [98][3120/3757] lr: 2.000e-04, eta: 1:32:25, time: 0.722, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1869, loss: 1.1869, grad_norm: 7.4475 2020-07-28 01:10:38,103 - mmaction - INFO - Epoch [98][3140/3757] lr: 2.000e-04, eta: 1:32:12, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1834, loss: 1.1834, grad_norm: 7.6158 2020-07-28 01:10:53,755 - mmaction - INFO - Epoch [98][3160/3757] lr: 2.000e-04, eta: 1:31:58, time: 0.780, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1693, loss: 1.1693, grad_norm: 7.3388 2020-07-28 01:11:07,814 - mmaction - INFO - Epoch [98][3180/3757] lr: 2.000e-04, eta: 1:31:45, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1371, loss: 1.1371, grad_norm: 7.5129 2020-07-28 01:11:22,572 - mmaction - INFO - Epoch [98][3200/3757] lr: 2.000e-04, eta: 1:31:31, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.3216 2020-07-28 01:11:37,146 - mmaction - INFO - Epoch [98][3220/3757] lr: 2.000e-04, eta: 1:31:17, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1290, loss: 1.1290, grad_norm: 7.3028 2020-07-28 01:11:51,832 - mmaction - INFO - Epoch [98][3240/3757] lr: 2.000e-04, eta: 1:31:04, time: 0.734, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1495, loss: 1.1495, grad_norm: 7.5924 2020-07-28 01:12:05,746 - mmaction - INFO - Epoch [98][3260/3757] lr: 2.000e-04, eta: 1:30:50, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1727, loss: 1.1727, grad_norm: 7.3733 2020-07-28 01:12:19,863 - mmaction - INFO - Epoch [98][3280/3757] lr: 2.000e-04, eta: 1:30:37, time: 0.708, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.1874, loss: 1.1874, grad_norm: 7.4933 2020-07-28 01:12:34,794 - mmaction - INFO - Epoch [98][3300/3757] lr: 2.000e-04, eta: 1:30:23, time: 0.747, data_time: 0.002, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2110, loss: 1.2110, grad_norm: 7.5015 2020-07-28 01:12:48,974 - mmaction - INFO - Epoch [98][3320/3757] lr: 2.000e-04, eta: 1:30:09, time: 0.708, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.9047, loss_cls: 1.1457, loss: 1.1457, grad_norm: 7.6104 2020-07-28 01:13:03,058 - mmaction - INFO - Epoch [98][3340/3757] lr: 2.000e-04, eta: 1:29:56, time: 0.706, data_time: 0.004, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.6936 2020-07-28 01:13:19,088 - mmaction - INFO - Epoch [98][3360/3757] lr: 2.000e-04, eta: 1:29:42, time: 0.797, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1776, loss: 1.1776, grad_norm: 7.6524 2020-07-28 01:13:33,642 - mmaction - INFO - Epoch [98][3380/3757] lr: 2.000e-04, eta: 1:29:29, time: 0.732, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1731, loss: 1.1731, grad_norm: 7.5528 2020-07-28 01:13:48,185 - mmaction - INFO - Epoch [98][3400/3757] lr: 2.000e-04, eta: 1:29:15, time: 0.725, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1738, loss: 1.1738, grad_norm: 7.7178 2020-07-28 01:14:02,499 - mmaction - INFO - Epoch [98][3420/3757] lr: 2.000e-04, eta: 1:29:02, time: 0.718, data_time: 0.008, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1565, loss: 1.1565, grad_norm: 7.2047 2020-07-28 01:14:16,789 - mmaction - INFO - Epoch [98][3440/3757] lr: 2.000e-04, eta: 1:28:48, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1129, loss: 1.1129, grad_norm: 7.3051 2020-07-28 01:14:31,303 - mmaction - INFO - Epoch [98][3460/3757] lr: 2.000e-04, eta: 1:28:34, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1137, loss: 1.1137, grad_norm: 7.2936 2020-07-28 01:14:45,053 - mmaction - INFO - Epoch [98][3480/3757] lr: 2.000e-04, eta: 1:28:21, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.2324 2020-07-28 01:14:59,974 - mmaction - INFO - Epoch [98][3500/3757] lr: 2.000e-04, eta: 1:28:07, time: 0.748, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8820, loss_cls: 1.1639, loss: 1.1639, grad_norm: 7.4094 2020-07-28 01:15:14,851 - mmaction - INFO - Epoch [98][3520/3757] lr: 2.000e-04, eta: 1:27:54, time: 0.741, data_time: 0.005, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1255, loss: 1.1255, grad_norm: 7.4234 2020-07-28 01:15:28,531 - mmaction - INFO - Epoch [98][3540/3757] lr: 2.000e-04, eta: 1:27:40, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.5062 2020-07-28 01:15:43,340 - mmaction - INFO - Epoch [98][3560/3757] lr: 2.000e-04, eta: 1:27:26, time: 0.739, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1250, loss: 1.1250, grad_norm: 7.2235 2020-07-28 01:15:58,326 - mmaction - INFO - Epoch [98][3580/3757] lr: 2.000e-04, eta: 1:27:13, time: 0.749, data_time: 0.006, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2164, loss: 1.2164, grad_norm: 7.6102 2020-07-28 01:16:13,285 - mmaction - INFO - Epoch [98][3600/3757] lr: 2.000e-04, eta: 1:26:59, time: 0.749, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1366, loss: 1.1366, grad_norm: 7.2687 2020-07-28 01:16:27,226 - mmaction - INFO - Epoch [98][3620/3757] lr: 2.000e-04, eta: 1:26:46, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1551, loss: 1.1551, grad_norm: 7.4161 2020-07-28 01:16:42,227 - mmaction - INFO - Epoch [98][3640/3757] lr: 2.000e-04, eta: 1:26:32, time: 0.750, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8773, loss_cls: 1.2266, loss: 1.2266, grad_norm: 7.4275 2020-07-28 01:16:56,343 - mmaction - INFO - Epoch [98][3660/3757] lr: 2.000e-04, eta: 1:26:18, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0724, loss: 1.0724, grad_norm: 7.1748 2020-07-28 01:17:11,724 - mmaction - INFO - Epoch [98][3680/3757] lr: 2.000e-04, eta: 1:26:05, time: 0.769, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1112, loss: 1.1112, grad_norm: 7.4910 2020-07-28 01:17:26,264 - mmaction - INFO - Epoch [98][3700/3757] lr: 2.000e-04, eta: 1:25:51, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8805, loss_cls: 1.1783, loss: 1.1783, grad_norm: 7.4354 2020-07-28 01:17:40,490 - mmaction - INFO - Epoch [98][3720/3757] lr: 2.000e-04, eta: 1:25:38, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1824, loss: 1.1824, grad_norm: 7.3110 2020-07-28 01:17:56,314 - mmaction - INFO - Epoch [98][3740/3757] lr: 2.000e-04, eta: 1:25:24, time: 0.788, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.4474 2020-07-28 01:18:08,947 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-07-28 01:18:34,212 - mmaction - INFO - Epoch [99][20/3757] lr: 2.000e-04, eta: 1:24:59, time: 1.210, data_time: 0.565, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1497, loss: 1.1497, grad_norm: 7.5755 2020-07-28 01:18:47,452 - mmaction - INFO - Epoch [99][40/3757] lr: 2.000e-04, eta: 1:24:45, time: 0.663, data_time: 0.003, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2022, loss: 1.2022, grad_norm: 7.5942 2020-07-28 01:19:01,941 - mmaction - INFO - Epoch [99][60/3757] lr: 2.000e-04, eta: 1:24:32, time: 0.722, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1620, loss: 1.1620, grad_norm: 7.3732 2020-07-28 01:19:16,310 - mmaction - INFO - Epoch [99][80/3757] lr: 2.000e-04, eta: 1:24:18, time: 0.721, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2165, loss: 1.2165, grad_norm: 7.4857 2020-07-28 01:19:30,953 - mmaction - INFO - Epoch [99][100/3757] lr: 2.000e-04, eta: 1:24:05, time: 0.731, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1234, loss: 1.1234, grad_norm: 7.2838 2020-07-28 01:19:45,869 - mmaction - INFO - Epoch [99][120/3757] lr: 2.000e-04, eta: 1:23:51, time: 0.747, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2156, loss: 1.2156, grad_norm: 7.7877 2020-07-28 01:20:00,568 - mmaction - INFO - Epoch [99][140/3757] lr: 2.000e-04, eta: 1:23:37, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.4084 2020-07-28 01:20:15,084 - mmaction - INFO - Epoch [99][160/3757] lr: 2.000e-04, eta: 1:23:24, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1919, loss: 1.1919, grad_norm: 7.6714 2020-07-28 01:20:29,481 - mmaction - INFO - Epoch [99][180/3757] lr: 2.000e-04, eta: 1:23:10, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.2160 2020-07-28 01:20:43,626 - mmaction - INFO - Epoch [99][200/3757] lr: 2.000e-04, eta: 1:22:57, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1026, loss: 1.1026, grad_norm: 7.4688 2020-07-28 01:20:58,307 - mmaction - INFO - Epoch [99][220/3757] lr: 2.000e-04, eta: 1:22:43, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1383, loss: 1.1383, grad_norm: 7.3948 2020-07-28 01:21:12,717 - mmaction - INFO - Epoch [99][240/3757] lr: 2.000e-04, eta: 1:22:29, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1319, loss: 1.1319, grad_norm: 7.3181 2020-07-28 01:21:27,826 - mmaction - INFO - Epoch [99][260/3757] lr: 2.000e-04, eta: 1:22:16, time: 0.754, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.1178, loss: 1.1178, grad_norm: 7.1524 2020-07-28 01:21:41,584 - mmaction - INFO - Epoch [99][280/3757] lr: 2.000e-04, eta: 1:22:02, time: 0.691, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1550, loss: 1.1550, grad_norm: 7.4318 2020-07-28 01:21:56,401 - mmaction - INFO - Epoch [99][300/3757] lr: 2.000e-04, eta: 1:21:49, time: 0.738, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1144, loss: 1.1144, grad_norm: 7.2244 2020-07-28 01:22:10,503 - mmaction - INFO - Epoch [99][320/3757] lr: 2.000e-04, eta: 1:21:35, time: 0.708, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1636, loss: 1.1636, grad_norm: 7.4068 2020-07-28 01:22:24,790 - mmaction - INFO - Epoch [99][340/3757] lr: 2.000e-04, eta: 1:21:21, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1263, loss: 1.1263, grad_norm: 7.2702 2020-07-28 01:22:39,460 - mmaction - INFO - Epoch [99][360/3757] lr: 2.000e-04, eta: 1:21:08, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.1860, loss: 1.1860, grad_norm: 7.7276 2020-07-28 01:22:54,032 - mmaction - INFO - Epoch [99][380/3757] lr: 2.000e-04, eta: 1:20:54, time: 0.726, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1405, loss: 1.1405, grad_norm: 7.5392 2020-07-28 01:23:07,905 - mmaction - INFO - Epoch [99][400/3757] lr: 2.000e-04, eta: 1:20:41, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.3589 2020-07-28 01:23:22,323 - mmaction - INFO - Epoch [99][420/3757] lr: 2.000e-04, eta: 1:20:27, time: 0.718, data_time: 0.006, memory: 7079, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2660, loss: 1.2660, grad_norm: 7.7714 2020-07-28 01:23:36,983 - mmaction - INFO - Epoch [99][440/3757] lr: 2.000e-04, eta: 1:20:13, time: 0.734, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0726, loss: 1.0726, grad_norm: 7.2455 2020-07-28 01:23:50,874 - mmaction - INFO - Epoch [99][460/3757] lr: 2.000e-04, eta: 1:20:00, time: 0.696, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.4913 2020-07-28 01:24:04,964 - mmaction - INFO - Epoch [99][480/3757] lr: 2.000e-04, eta: 1:19:46, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1791, loss: 1.1791, grad_norm: 7.6169 2020-07-28 01:24:18,769 - mmaction - INFO - Epoch [99][500/3757] lr: 2.000e-04, eta: 1:19:33, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1395, loss: 1.1395, grad_norm: 7.4440 2020-07-28 01:24:32,399 - mmaction - INFO - Epoch [99][520/3757] lr: 2.000e-04, eta: 1:19:19, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.9008, loss_cls: 1.1278, loss: 1.1278, grad_norm: 7.4746 2020-07-28 01:24:47,832 - mmaction - INFO - Epoch [99][540/3757] lr: 2.000e-04, eta: 1:19:05, time: 0.770, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1052, loss: 1.1052, grad_norm: 7.3389 2020-07-28 01:25:01,507 - mmaction - INFO - Epoch [99][560/3757] lr: 2.000e-04, eta: 1:18:52, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.0831, loss: 1.0831, grad_norm: 7.2772 2020-07-28 01:25:15,847 - mmaction - INFO - Epoch [99][580/3757] lr: 2.000e-04, eta: 1:18:38, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0788, loss: 1.0788, grad_norm: 7.1669 2020-07-28 01:25:29,162 - mmaction - INFO - Epoch [99][600/3757] lr: 2.000e-04, eta: 1:18:25, time: 0.669, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0651, loss: 1.0651, grad_norm: 7.3000 2020-07-28 01:25:43,481 - mmaction - INFO - Epoch [99][620/3757] lr: 2.000e-04, eta: 1:18:11, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1614, loss: 1.1614, grad_norm: 7.4701 2020-07-28 01:25:56,780 - mmaction - INFO - Epoch [99][640/3757] lr: 2.000e-04, eta: 1:17:57, time: 0.666, data_time: 0.002, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8586, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.6647 2020-07-28 01:26:10,591 - mmaction - INFO - Epoch [99][660/3757] lr: 2.000e-04, eta: 1:17:44, time: 0.687, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.1840, loss: 1.1840, grad_norm: 7.1812 2020-07-28 01:26:24,759 - mmaction - INFO - Epoch [99][680/3757] lr: 2.000e-04, eta: 1:17:30, time: 0.712, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1793, loss: 1.1793, grad_norm: 7.5003 2020-07-28 01:26:38,644 - mmaction - INFO - Epoch [99][700/3757] lr: 2.000e-04, eta: 1:17:17, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1348, loss: 1.1348, grad_norm: 7.4452 2020-07-28 01:26:52,769 - mmaction - INFO - Epoch [99][720/3757] lr: 2.000e-04, eta: 1:17:03, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2434, loss: 1.2434, grad_norm: 7.9892 2020-07-28 01:27:06,454 - mmaction - INFO - Epoch [99][740/3757] lr: 2.000e-04, eta: 1:16:49, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.4689 2020-07-28 01:27:20,153 - mmaction - INFO - Epoch [99][760/3757] lr: 2.000e-04, eta: 1:16:36, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1389, loss: 1.1389, grad_norm: 7.3825 2020-07-28 01:27:34,616 - mmaction - INFO - Epoch [99][780/3757] lr: 2.000e-04, eta: 1:16:22, time: 0.720, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.2012, loss: 1.2012, grad_norm: 7.7360 2020-07-28 01:27:47,716 - mmaction - INFO - Epoch [99][800/3757] lr: 2.000e-04, eta: 1:16:09, time: 0.657, data_time: 0.008, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1924, loss: 1.1924, grad_norm: 7.5569 2020-07-28 01:28:01,744 - mmaction - INFO - Epoch [99][820/3757] lr: 2.000e-04, eta: 1:15:55, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1606, loss: 1.1606, grad_norm: 7.5055 2020-07-28 01:28:14,836 - mmaction - INFO - Epoch [99][840/3757] lr: 2.000e-04, eta: 1:15:41, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0739, loss: 1.0739, grad_norm: 7.3232 2020-07-28 01:28:28,642 - mmaction - INFO - Epoch [99][860/3757] lr: 2.000e-04, eta: 1:15:28, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1877, loss: 1.1877, grad_norm: 7.6100 2020-07-28 01:28:42,337 - mmaction - INFO - Epoch [99][880/3757] lr: 2.000e-04, eta: 1:15:14, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1749, loss: 1.1749, grad_norm: 7.7440 2020-07-28 01:28:56,382 - mmaction - INFO - Epoch [99][900/3757] lr: 2.000e-04, eta: 1:15:01, time: 0.698, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1718, loss: 1.1718, grad_norm: 7.6610 2020-07-28 01:29:09,477 - mmaction - INFO - Epoch [99][920/3757] lr: 2.000e-04, eta: 1:14:47, time: 0.659, data_time: 0.007, memory: 7079, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.7175 2020-07-28 01:29:22,757 - mmaction - INFO - Epoch [99][940/3757] lr: 2.000e-04, eta: 1:14:33, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1394, loss: 1.1394, grad_norm: 7.2556 2020-07-28 01:29:36,218 - mmaction - INFO - Epoch [99][960/3757] lr: 2.000e-04, eta: 1:14:20, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8922, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.9036 2020-07-28 01:29:50,443 - mmaction - INFO - Epoch [99][980/3757] lr: 2.000e-04, eta: 1:14:06, time: 0.709, data_time: 0.007, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1513, loss: 1.1513, grad_norm: 7.4042 2020-07-28 01:30:03,730 - mmaction - INFO - Epoch [99][1000/3757] lr: 2.000e-04, eta: 1:13:52, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1317, loss: 1.1317, grad_norm: 7.4146 2020-07-28 01:30:16,678 - mmaction - INFO - Epoch [99][1020/3757] lr: 2.000e-04, eta: 1:13:39, time: 0.647, data_time: 0.002, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1677, loss: 1.1677, grad_norm: 7.5752 2020-07-28 01:30:30,067 - mmaction - INFO - Epoch [99][1040/3757] lr: 2.000e-04, eta: 1:13:25, time: 0.669, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.1275, loss: 1.1275, grad_norm: 7.4031 2020-07-28 01:30:44,214 - mmaction - INFO - Epoch [99][1060/3757] lr: 2.000e-04, eta: 1:13:12, time: 0.706, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.1871, loss: 1.1871, grad_norm: 7.4578 2020-07-28 01:30:58,225 - mmaction - INFO - Epoch [99][1080/3757] lr: 2.000e-04, eta: 1:12:58, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.1878, loss: 1.1878, grad_norm: 7.5322 2020-07-28 01:31:11,867 - mmaction - INFO - Epoch [99][1100/3757] lr: 2.000e-04, eta: 1:12:44, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1578, loss: 1.1578, grad_norm: 7.5689 2020-07-28 01:31:25,318 - mmaction - INFO - Epoch [99][1120/3757] lr: 2.000e-04, eta: 1:12:31, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1570, loss: 1.1570, grad_norm: 7.4864 2020-07-28 01:31:38,292 - mmaction - INFO - Epoch [99][1140/3757] lr: 2.000e-04, eta: 1:12:17, time: 0.648, data_time: 0.005, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1248, loss: 1.1248, grad_norm: 7.4532 2020-07-28 01:31:51,768 - mmaction - INFO - Epoch [99][1160/3757] lr: 2.000e-04, eta: 1:12:04, time: 0.674, data_time: 0.004, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2377, loss: 1.2377, grad_norm: 7.6424 2020-07-28 01:32:04,953 - mmaction - INFO - Epoch [99][1180/3757] lr: 2.000e-04, eta: 1:11:50, time: 0.660, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.9008, loss_cls: 1.1125, loss: 1.1125, grad_norm: 7.3844 2020-07-28 01:32:19,358 - mmaction - INFO - Epoch [99][1200/3757] lr: 2.000e-04, eta: 1:11:36, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.1522, loss: 1.1522, grad_norm: 7.5505 2020-07-28 01:32:32,330 - mmaction - INFO - Epoch [99][1220/3757] lr: 2.000e-04, eta: 1:11:23, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1554, loss: 1.1554, grad_norm: 7.5113 2020-07-28 01:32:45,423 - mmaction - INFO - Epoch [99][1240/3757] lr: 2.000e-04, eta: 1:11:09, time: 0.659, data_time: 0.008, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1609, loss: 1.1609, grad_norm: 7.5770 2020-07-28 01:32:59,208 - mmaction - INFO - Epoch [99][1260/3757] lr: 2.000e-04, eta: 1:10:55, time: 0.685, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.5903 2020-07-28 01:33:12,559 - mmaction - INFO - Epoch [99][1280/3757] lr: 2.000e-04, eta: 1:10:42, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1446, loss: 1.1446, grad_norm: 7.4321 2020-07-28 01:33:26,025 - mmaction - INFO - Epoch [99][1300/3757] lr: 2.000e-04, eta: 1:10:28, time: 0.673, data_time: 0.001, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.6392 2020-07-28 01:33:39,552 - mmaction - INFO - Epoch [99][1320/3757] lr: 2.000e-04, eta: 1:10:15, time: 0.677, data_time: 0.002, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1442, loss: 1.1442, grad_norm: 7.4386 2020-07-28 01:33:53,913 - mmaction - INFO - Epoch [99][1340/3757] lr: 2.000e-04, eta: 1:10:01, time: 0.717, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.5615 2020-07-28 01:34:07,725 - mmaction - INFO - Epoch [99][1360/3757] lr: 2.000e-04, eta: 1:09:47, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1288, loss: 1.1288, grad_norm: 7.6101 2020-07-28 01:34:20,501 - mmaction - INFO - Epoch [99][1380/3757] lr: 2.000e-04, eta: 1:09:34, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1151, loss: 1.1151, grad_norm: 7.3352 2020-07-28 01:34:33,653 - mmaction - INFO - Epoch [99][1400/3757] lr: 2.000e-04, eta: 1:09:20, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2076, loss: 1.2076, grad_norm: 7.5292 2020-07-28 01:34:47,500 - mmaction - INFO - Epoch [99][1420/3757] lr: 2.000e-04, eta: 1:09:07, time: 0.693, data_time: 0.004, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2162, loss: 1.2162, grad_norm: 7.4530 2020-07-28 01:35:01,716 - mmaction - INFO - Epoch [99][1440/3757] lr: 2.000e-04, eta: 1:08:53, time: 0.711, data_time: 0.006, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.1222, loss: 1.1222, grad_norm: 7.6443 2020-07-28 01:35:16,387 - mmaction - INFO - Epoch [99][1460/3757] lr: 2.000e-04, eta: 1:08:39, time: 0.735, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1446, loss: 1.1446, grad_norm: 7.2065 2020-07-28 01:35:29,202 - mmaction - INFO - Epoch [99][1480/3757] lr: 2.000e-04, eta: 1:08:26, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.9684 2020-07-28 01:35:43,336 - mmaction - INFO - Epoch [99][1500/3757] lr: 2.000e-04, eta: 1:08:12, time: 0.707, data_time: 0.004, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1956, loss: 1.1956, grad_norm: 7.7641 2020-07-28 01:35:57,082 - mmaction - INFO - Epoch [99][1520/3757] lr: 2.000e-04, eta: 1:07:59, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1774, loss: 1.1774, grad_norm: 7.3198 2020-07-28 01:36:10,151 - mmaction - INFO - Epoch [99][1540/3757] lr: 2.000e-04, eta: 1:07:45, time: 0.656, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1959, loss: 1.1959, grad_norm: 7.7372 2020-07-28 01:36:24,940 - mmaction - INFO - Epoch [99][1560/3757] lr: 2.000e-04, eta: 1:07:31, time: 0.739, data_time: 0.004, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1512, loss: 1.1512, grad_norm: 7.3754 2020-07-28 01:36:37,682 - mmaction - INFO - Epoch [99][1580/3757] lr: 2.000e-04, eta: 1:07:18, time: 0.637, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.1702, loss: 1.1702, grad_norm: 7.5927 2020-07-28 01:36:51,109 - mmaction - INFO - Epoch [99][1600/3757] lr: 2.000e-04, eta: 1:07:04, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8750, loss_cls: 1.1802, loss: 1.1802, grad_norm: 7.5557 2020-07-28 01:37:05,103 - mmaction - INFO - Epoch [99][1620/3757] lr: 2.000e-04, eta: 1:06:51, time: 0.697, data_time: 0.006, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0902, loss: 1.0902, grad_norm: 7.3392 2020-07-28 01:37:18,804 - mmaction - INFO - Epoch [99][1640/3757] lr: 2.000e-04, eta: 1:06:37, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1789, loss: 1.1789, grad_norm: 7.5277 2020-07-28 01:37:32,843 - mmaction - INFO - Epoch [99][1660/3757] lr: 2.000e-04, eta: 1:06:23, time: 0.701, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1332, loss: 1.1332, grad_norm: 7.3449 2020-07-28 01:37:45,442 - mmaction - INFO - Epoch [99][1680/3757] lr: 2.000e-04, eta: 1:06:10, time: 0.631, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2060, loss: 1.2060, grad_norm: 7.5516 2020-07-28 01:37:58,672 - mmaction - INFO - Epoch [99][1700/3757] lr: 2.000e-04, eta: 1:05:56, time: 0.659, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.1103, loss: 1.1103, grad_norm: 7.1169 2020-07-28 01:38:12,260 - mmaction - INFO - Epoch [99][1720/3757] lr: 2.000e-04, eta: 1:05:42, time: 0.683, data_time: 0.008, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1454, loss: 1.1454, grad_norm: 7.2900 2020-07-28 01:38:25,837 - mmaction - INFO - Epoch [99][1740/3757] lr: 2.000e-04, eta: 1:05:29, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7500, top5_acc: 0.9023, loss_cls: 1.0306, loss: 1.0306, grad_norm: 7.1447 2020-07-28 01:38:38,505 - mmaction - INFO - Epoch [99][1760/3757] lr: 2.000e-04, eta: 1:05:15, time: 0.637, data_time: 0.007, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2127, loss: 1.2127, grad_norm: 7.7446 2020-07-28 01:38:52,270 - mmaction - INFO - Epoch [99][1780/3757] lr: 2.000e-04, eta: 1:05:02, time: 0.688, data_time: 0.005, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1385, loss: 1.1385, grad_norm: 7.4988 2020-07-28 01:39:05,304 - mmaction - INFO - Epoch [99][1800/3757] lr: 2.000e-04, eta: 1:04:48, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1649, loss: 1.1649, grad_norm: 7.4871 2020-07-28 01:39:19,035 - mmaction - INFO - Epoch [99][1820/3757] lr: 2.000e-04, eta: 1:04:34, time: 0.684, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1115, loss: 1.1115, grad_norm: 7.3915 2020-07-28 01:39:32,380 - mmaction - INFO - Epoch [99][1840/3757] lr: 2.000e-04, eta: 1:04:21, time: 0.670, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2288, loss: 1.2288, grad_norm: 7.6447 2020-07-28 01:39:45,460 - mmaction - INFO - Epoch [99][1860/3757] lr: 2.000e-04, eta: 1:04:07, time: 0.652, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1520, loss: 1.1520, grad_norm: 7.4463 2020-07-28 01:39:58,687 - mmaction - INFO - Epoch [99][1880/3757] lr: 2.000e-04, eta: 1:03:54, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1849, loss: 1.1849, grad_norm: 7.6453 2020-07-28 01:40:12,363 - mmaction - INFO - Epoch [99][1900/3757] lr: 2.000e-04, eta: 1:03:40, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.6168 2020-07-28 01:40:25,866 - mmaction - INFO - Epoch [99][1920/3757] lr: 2.000e-04, eta: 1:03:26, time: 0.678, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.4729 2020-07-28 01:40:39,276 - mmaction - INFO - Epoch [99][1940/3757] lr: 2.000e-04, eta: 1:03:13, time: 0.670, data_time: 0.005, memory: 7079, top1_acc: 0.7445, top5_acc: 0.8820, loss_cls: 1.1398, loss: 1.1398, grad_norm: 7.3691 2020-07-28 01:40:52,753 - mmaction - INFO - Epoch [99][1960/3757] lr: 2.000e-04, eta: 1:02:59, time: 0.675, data_time: 0.016, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1723, loss: 1.1723, grad_norm: 7.4141 2020-07-28 01:41:05,872 - mmaction - INFO - Epoch [99][1980/3757] lr: 2.000e-04, eta: 1:02:45, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8875, loss_cls: 1.1315, loss: 1.1315, grad_norm: 7.4432 2020-07-28 01:41:19,438 - mmaction - INFO - Epoch [99][2000/3757] lr: 2.000e-04, eta: 1:02:32, time: 0.678, data_time: 0.004, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0708, loss: 1.0708, grad_norm: 7.4232 2020-07-28 01:41:32,731 - mmaction - INFO - Epoch [99][2020/3757] lr: 2.000e-04, eta: 1:02:18, time: 0.663, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1836, loss: 1.1836, grad_norm: 7.7663 2020-07-28 01:41:45,844 - mmaction - INFO - Epoch [99][2040/3757] lr: 2.000e-04, eta: 1:02:05, time: 0.658, data_time: 0.008, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1799, loss: 1.1799, grad_norm: 7.4589 2020-07-28 01:41:59,884 - mmaction - INFO - Epoch [99][2060/3757] lr: 2.000e-04, eta: 1:01:51, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.1111, loss: 1.1111, grad_norm: 7.5091 2020-07-28 01:42:12,410 - mmaction - INFO - Epoch [99][2080/3757] lr: 2.000e-04, eta: 1:01:37, time: 0.628, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1823, loss: 1.1823, grad_norm: 7.5626 2020-07-28 01:42:25,598 - mmaction - INFO - Epoch [99][2100/3757] lr: 2.000e-04, eta: 1:01:24, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2037, loss: 1.2037, grad_norm: 7.6742 2020-07-28 01:42:39,404 - mmaction - INFO - Epoch [99][2120/3757] lr: 2.000e-04, eta: 1:01:10, time: 0.692, data_time: 0.005, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.6041 2020-07-28 01:42:52,203 - mmaction - INFO - Epoch [99][2140/3757] lr: 2.000e-04, eta: 1:00:57, time: 0.637, data_time: 0.004, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.1982, loss: 1.1982, grad_norm: 7.5089 2020-07-28 01:43:05,184 - mmaction - INFO - Epoch [99][2160/3757] lr: 2.000e-04, eta: 1:00:43, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.7429 2020-07-28 01:43:18,203 - mmaction - INFO - Epoch [99][2180/3757] lr: 2.000e-04, eta: 1:00:29, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.1816, loss: 1.1816, grad_norm: 7.5284 2020-07-28 01:43:31,750 - mmaction - INFO - Epoch [99][2200/3757] lr: 2.000e-04, eta: 1:00:16, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1702, loss: 1.1702, grad_norm: 7.5310 2020-07-28 01:43:45,773 - mmaction - INFO - Epoch [99][2220/3757] lr: 2.000e-04, eta: 1:00:02, time: 0.700, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1332, loss: 1.1332, grad_norm: 7.6154 2020-07-28 01:43:58,258 - mmaction - INFO - Epoch [99][2240/3757] lr: 2.000e-04, eta: 0:59:48, time: 0.625, data_time: 0.005, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.5514 2020-07-28 01:44:12,897 - mmaction - INFO - Epoch [99][2260/3757] lr: 2.000e-04, eta: 0:59:35, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1402, loss: 1.1402, grad_norm: 7.3490 2020-07-28 01:44:26,896 - mmaction - INFO - Epoch [99][2280/3757] lr: 2.000e-04, eta: 0:59:21, time: 0.702, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.5091 2020-07-28 01:44:40,196 - mmaction - INFO - Epoch [99][2300/3757] lr: 2.000e-04, eta: 0:59:08, time: 0.662, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.5042 2020-07-28 01:44:53,552 - mmaction - INFO - Epoch [99][2320/3757] lr: 2.000e-04, eta: 0:58:54, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1511, loss: 1.1511, grad_norm: 7.5148 2020-07-28 01:45:06,383 - mmaction - INFO - Epoch [99][2340/3757] lr: 2.000e-04, eta: 0:58:40, time: 0.640, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1834, loss: 1.1834, grad_norm: 7.9055 2020-07-28 01:45:19,775 - mmaction - INFO - Epoch [99][2360/3757] lr: 2.000e-04, eta: 0:58:27, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1738, loss: 1.1738, grad_norm: 7.5799 2020-07-28 01:45:32,597 - mmaction - INFO - Epoch [99][2380/3757] lr: 2.000e-04, eta: 0:58:13, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.1867, loss: 1.1867, grad_norm: 7.5864 2020-07-28 01:45:45,487 - mmaction - INFO - Epoch [99][2400/3757] lr: 2.000e-04, eta: 0:58:00, time: 0.647, data_time: 0.008, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.4950 2020-07-28 01:45:58,885 - mmaction - INFO - Epoch [99][2420/3757] lr: 2.000e-04, eta: 0:57:46, time: 0.667, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1258, loss: 1.1258, grad_norm: 7.2780 2020-07-28 01:46:11,822 - mmaction - INFO - Epoch [99][2440/3757] lr: 2.000e-04, eta: 0:57:32, time: 0.650, data_time: 0.007, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2223, loss: 1.2223, grad_norm: 7.8573 2020-07-28 01:46:24,678 - mmaction - INFO - Epoch [99][2460/3757] lr: 2.000e-04, eta: 0:57:19, time: 0.640, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0834, loss: 1.0834, grad_norm: 7.2030 2020-07-28 01:46:38,146 - mmaction - INFO - Epoch [99][2480/3757] lr: 2.000e-04, eta: 0:57:05, time: 0.676, data_time: 0.008, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1558, loss: 1.1558, grad_norm: 7.4324 2020-07-28 01:46:51,920 - mmaction - INFO - Epoch [99][2500/3757] lr: 2.000e-04, eta: 0:56:51, time: 0.684, data_time: 0.006, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8789, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.2546 2020-07-28 01:47:05,854 - mmaction - INFO - Epoch [99][2520/3757] lr: 2.000e-04, eta: 0:56:38, time: 0.702, data_time: 0.008, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1324, loss: 1.1324, grad_norm: 7.4409 2020-07-28 01:47:18,588 - mmaction - INFO - Epoch [99][2540/3757] lr: 2.000e-04, eta: 0:56:24, time: 0.636, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.5934 2020-07-28 01:47:32,014 - mmaction - INFO - Epoch [99][2560/3757] lr: 2.000e-04, eta: 0:56:11, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1637, loss: 1.1637, grad_norm: 7.6656 2020-07-28 01:47:44,934 - mmaction - INFO - Epoch [99][2580/3757] lr: 2.000e-04, eta: 0:55:57, time: 0.644, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.6555 2020-07-28 01:47:58,205 - mmaction - INFO - Epoch [99][2600/3757] lr: 2.000e-04, eta: 0:55:43, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.5218 2020-07-28 01:48:11,100 - mmaction - INFO - Epoch [99][2620/3757] lr: 2.000e-04, eta: 0:55:30, time: 0.644, data_time: 0.005, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8789, loss_cls: 1.1720, loss: 1.1720, grad_norm: 7.5025 2020-07-28 01:48:24,193 - mmaction - INFO - Epoch [99][2640/3757] lr: 2.000e-04, eta: 0:55:16, time: 0.655, data_time: 0.004, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.4577 2020-07-28 01:48:37,578 - mmaction - INFO - Epoch [99][2660/3757] lr: 2.000e-04, eta: 0:55:03, time: 0.665, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1809, loss: 1.1809, grad_norm: 7.6586 2020-07-28 01:48:50,466 - mmaction - INFO - Epoch [99][2680/3757] lr: 2.000e-04, eta: 0:54:49, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1745, loss: 1.1745, grad_norm: 7.4715 2020-07-28 01:49:03,716 - mmaction - INFO - Epoch [99][2700/3757] lr: 2.000e-04, eta: 0:54:35, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1690, loss: 1.1690, grad_norm: 7.7279 2020-07-28 01:49:17,098 - mmaction - INFO - Epoch [99][2720/3757] lr: 2.000e-04, eta: 0:54:22, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1226, loss: 1.1226, grad_norm: 7.3964 2020-07-28 01:49:30,051 - mmaction - INFO - Epoch [99][2740/3757] lr: 2.000e-04, eta: 0:54:08, time: 0.646, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.4413 2020-07-28 01:49:42,899 - mmaction - INFO - Epoch [99][2760/3757] lr: 2.000e-04, eta: 0:53:54, time: 0.645, data_time: 0.007, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8852, loss_cls: 1.1230, loss: 1.1230, grad_norm: 7.2076 2020-07-28 01:49:55,798 - mmaction - INFO - Epoch [99][2780/3757] lr: 2.000e-04, eta: 0:53:41, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.6049 2020-07-28 01:50:08,507 - mmaction - INFO - Epoch [99][2800/3757] lr: 2.000e-04, eta: 0:53:27, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1468, loss: 1.1468, grad_norm: 7.4608 2020-07-28 01:50:22,270 - mmaction - INFO - Epoch [99][2820/3757] lr: 2.000e-04, eta: 0:53:14, time: 0.687, data_time: 0.005, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2155, loss: 1.2155, grad_norm: 7.6185 2020-07-28 01:50:35,763 - mmaction - INFO - Epoch [99][2840/3757] lr: 2.000e-04, eta: 0:53:00, time: 0.675, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1395, loss: 1.1395, grad_norm: 7.4209 2020-07-28 01:50:48,557 - mmaction - INFO - Epoch [99][2860/3757] lr: 2.000e-04, eta: 0:52:46, time: 0.640, data_time: 0.008, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.1371, loss: 1.1371, grad_norm: 7.3572 2020-07-28 01:51:01,667 - mmaction - INFO - Epoch [99][2880/3757] lr: 2.000e-04, eta: 0:52:33, time: 0.656, data_time: 0.004, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.0869, loss: 1.0869, grad_norm: 7.1464 2020-07-28 01:51:14,995 - mmaction - INFO - Epoch [99][2900/3757] lr: 2.000e-04, eta: 0:52:19, time: 0.667, data_time: 0.007, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2379, loss: 1.2379, grad_norm: 7.6498 2020-07-28 01:51:28,597 - mmaction - INFO - Epoch [99][2920/3757] lr: 2.000e-04, eta: 0:52:06, time: 0.679, data_time: 0.004, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1883, loss: 1.1883, grad_norm: 7.4895 2020-07-28 01:51:41,263 - mmaction - INFO - Epoch [99][2940/3757] lr: 2.000e-04, eta: 0:51:52, time: 0.632, data_time: 0.006, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1647, loss: 1.1647, grad_norm: 7.4872 2020-07-28 01:51:54,975 - mmaction - INFO - Epoch [99][2960/3757] lr: 2.000e-04, eta: 0:51:38, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.7163 2020-07-28 01:52:07,941 - mmaction - INFO - Epoch [99][2980/3757] lr: 2.000e-04, eta: 0:51:25, time: 0.644, data_time: 0.004, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1932, loss: 1.1932, grad_norm: 7.7065 2020-07-28 01:52:20,964 - mmaction - INFO - Epoch [99][3000/3757] lr: 2.000e-04, eta: 0:51:11, time: 0.655, data_time: 0.008, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8719, loss_cls: 1.1834, loss: 1.1834, grad_norm: 7.3963 2020-07-28 01:52:33,928 - mmaction - INFO - Epoch [99][3020/3757] lr: 2.000e-04, eta: 0:50:57, time: 0.643, data_time: 0.006, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1423, loss: 1.1423, grad_norm: 7.4178 2020-07-28 01:52:47,337 - mmaction - INFO - Epoch [99][3040/3757] lr: 2.000e-04, eta: 0:50:44, time: 0.676, data_time: 0.009, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2095, loss: 1.2095, grad_norm: 7.7147 2020-07-28 01:53:00,183 - mmaction - INFO - Epoch [99][3060/3757] lr: 2.000e-04, eta: 0:50:30, time: 0.639, data_time: 0.005, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1610, loss: 1.1610, grad_norm: 7.6821 2020-07-28 01:53:13,624 - mmaction - INFO - Epoch [99][3080/3757] lr: 2.000e-04, eta: 0:50:17, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.2591, loss: 1.2591, grad_norm: 7.5588 2020-07-28 01:53:27,039 - mmaction - INFO - Epoch [99][3100/3757] lr: 2.000e-04, eta: 0:50:03, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.6663 2020-07-28 01:53:40,139 - mmaction - INFO - Epoch [99][3120/3757] lr: 2.000e-04, eta: 0:49:49, time: 0.658, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2600, loss: 1.2600, grad_norm: 7.5540 2020-07-28 01:53:53,805 - mmaction - INFO - Epoch [99][3140/3757] lr: 2.000e-04, eta: 0:49:36, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7398, top5_acc: 0.8891, loss_cls: 1.1007, loss: 1.1007, grad_norm: 7.1469 2020-07-28 01:54:06,249 - mmaction - INFO - Epoch [99][3160/3757] lr: 2.000e-04, eta: 0:49:22, time: 0.628, data_time: 0.009, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.1885, loss: 1.1885, grad_norm: 7.6157 2020-07-28 01:54:19,828 - mmaction - INFO - Epoch [99][3180/3757] lr: 2.000e-04, eta: 0:49:09, time: 0.675, data_time: 0.007, memory: 7079, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2095, loss: 1.2095, grad_norm: 7.8276 2020-07-28 01:54:33,519 - mmaction - INFO - Epoch [99][3200/3757] lr: 2.000e-04, eta: 0:48:55, time: 0.688, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.6406 2020-07-28 01:54:47,178 - mmaction - INFO - Epoch [99][3220/3757] lr: 2.000e-04, eta: 0:48:41, time: 0.682, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1941, loss: 1.1941, grad_norm: 7.4694 2020-07-28 01:54:59,902 - mmaction - INFO - Epoch [99][3240/3757] lr: 2.000e-04, eta: 0:48:28, time: 0.638, data_time: 0.007, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.6889 2020-07-28 01:55:12,866 - mmaction - INFO - Epoch [99][3260/3757] lr: 2.000e-04, eta: 0:48:14, time: 0.646, data_time: 0.006, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1512, loss: 1.1512, grad_norm: 7.3797 2020-07-28 01:55:25,853 - mmaction - INFO - Epoch [99][3280/3757] lr: 2.000e-04, eta: 0:48:01, time: 0.653, data_time: 0.007, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2122, loss: 1.2122, grad_norm: 7.5738 2020-07-28 01:55:39,185 - mmaction - INFO - Epoch [99][3300/3757] lr: 2.000e-04, eta: 0:47:47, time: 0.661, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1540, loss: 1.1540, grad_norm: 7.3999 2020-07-28 01:55:53,536 - mmaction - INFO - Epoch [99][3320/3757] lr: 2.000e-04, eta: 0:47:33, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1405, loss: 1.1405, grad_norm: 7.4123 2020-07-28 01:56:06,375 - mmaction - INFO - Epoch [99][3340/3757] lr: 2.000e-04, eta: 0:47:20, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.1757, loss: 1.1757, grad_norm: 7.3570 2020-07-28 01:56:19,956 - mmaction - INFO - Epoch [99][3360/3757] lr: 2.000e-04, eta: 0:47:06, time: 0.681, data_time: 0.008, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1553, loss: 1.1553, grad_norm: 7.5272 2020-07-28 01:56:33,975 - mmaction - INFO - Epoch [99][3380/3757] lr: 2.000e-04, eta: 0:46:52, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.6094 2020-07-28 01:56:46,577 - mmaction - INFO - Epoch [99][3400/3757] lr: 2.000e-04, eta: 0:46:39, time: 0.633, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1508, loss: 1.1508, grad_norm: 7.4739 2020-07-28 01:56:59,604 - mmaction - INFO - Epoch [99][3420/3757] lr: 2.000e-04, eta: 0:46:25, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.1805, loss: 1.1805, grad_norm: 7.4155 2020-07-28 01:57:13,811 - mmaction - INFO - Epoch [99][3440/3757] lr: 2.000e-04, eta: 0:46:12, time: 0.713, data_time: 0.006, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.1906, loss: 1.1906, grad_norm: 7.5551 2020-07-28 01:57:27,598 - mmaction - INFO - Epoch [99][3460/3757] lr: 2.000e-04, eta: 0:45:58, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.3491 2020-07-28 01:57:41,080 - mmaction - INFO - Epoch [99][3480/3757] lr: 2.000e-04, eta: 0:45:44, time: 0.679, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.1031, loss: 1.1031, grad_norm: 7.4068 2020-07-28 01:57:54,727 - mmaction - INFO - Epoch [99][3500/3757] lr: 2.000e-04, eta: 0:45:31, time: 0.682, data_time: 0.006, memory: 7079, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.6348 2020-07-28 01:58:07,670 - mmaction - INFO - Epoch [99][3520/3757] lr: 2.000e-04, eta: 0:45:17, time: 0.647, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.4655 2020-07-28 01:58:21,701 - mmaction - INFO - Epoch [99][3540/3757] lr: 2.000e-04, eta: 0:45:04, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.0982, loss: 1.0982, grad_norm: 7.3395 2020-07-28 01:58:34,650 - mmaction - INFO - Epoch [99][3560/3757] lr: 2.000e-04, eta: 0:44:50, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8719, loss_cls: 1.1975, loss: 1.1975, grad_norm: 7.5477 2020-07-28 01:58:48,310 - mmaction - INFO - Epoch [99][3580/3757] lr: 2.000e-04, eta: 0:44:36, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2413, loss: 1.2413, grad_norm: 7.5887 2020-07-28 01:59:01,782 - mmaction - INFO - Epoch [99][3600/3757] lr: 2.000e-04, eta: 0:44:23, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2249, loss: 1.2249, grad_norm: 7.7089 2020-07-28 01:59:15,498 - mmaction - INFO - Epoch [99][3620/3757] lr: 2.000e-04, eta: 0:44:09, time: 0.684, data_time: 0.004, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.5524 2020-07-28 01:59:29,773 - mmaction - INFO - Epoch [99][3640/3757] lr: 2.000e-04, eta: 0:43:56, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1502, loss: 1.1502, grad_norm: 7.3125 2020-07-28 01:59:42,590 - mmaction - INFO - Epoch [99][3660/3757] lr: 2.000e-04, eta: 0:43:42, time: 0.639, data_time: 0.006, memory: 7079, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0508, loss: 1.0508, grad_norm: 7.1375 2020-07-28 01:59:55,955 - mmaction - INFO - Epoch [99][3680/3757] lr: 2.000e-04, eta: 0:43:28, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.3044 2020-07-28 02:00:12,848 - mmaction - INFO - Epoch [99][3700/3757] lr: 2.000e-04, eta: 0:43:15, time: 0.833, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.1733, loss: 1.1733, grad_norm: 7.5841 2020-07-28 02:00:26,269 - mmaction - INFO - Epoch [99][3720/3757] lr: 2.000e-04, eta: 0:43:01, time: 0.682, data_time: 0.020, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2214, loss: 1.2214, grad_norm: 7.5881 2020-07-28 02:00:40,136 - mmaction - INFO - Epoch [99][3740/3757] lr: 2.000e-04, eta: 0:42:48, time: 0.691, data_time: 0.007, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2140, loss: 1.2140, grad_norm: 7.6722 2020-07-28 02:00:52,273 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-07-28 02:01:18,142 - mmaction - INFO - Epoch [100][20/3757] lr: 2.000e-04, eta: 0:42:22, time: 1.252, data_time: 0.600, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2154, loss: 1.2154, grad_norm: 7.4061 2020-07-28 02:01:30,673 - mmaction - INFO - Epoch [100][40/3757] lr: 2.000e-04, eta: 0:42:09, time: 0.626, data_time: 0.002, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1800, loss: 1.1800, grad_norm: 7.4704 2020-07-28 02:01:44,325 - mmaction - INFO - Epoch [100][60/3757] lr: 2.000e-04, eta: 0:41:55, time: 0.683, data_time: 0.005, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8781, loss_cls: 1.1352, loss: 1.1352, grad_norm: 7.2394 2020-07-28 02:01:57,564 - mmaction - INFO - Epoch [100][80/3757] lr: 2.000e-04, eta: 0:41:42, time: 0.660, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.5478 2020-07-28 02:02:10,587 - mmaction - INFO - Epoch [100][100/3757] lr: 2.000e-04, eta: 0:41:28, time: 0.653, data_time: 0.005, memory: 7079, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0516, loss: 1.0516, grad_norm: 7.3065 2020-07-28 02:02:24,942 - mmaction - INFO - Epoch [100][120/3757] lr: 2.000e-04, eta: 0:41:14, time: 0.718, data_time: 0.004, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0644, loss: 1.0644, grad_norm: 7.3445 2020-07-28 02:02:38,282 - mmaction - INFO - Epoch [100][140/3757] lr: 2.000e-04, eta: 0:41:01, time: 0.666, data_time: 0.003, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1138, loss: 1.1138, grad_norm: 7.3897 2020-07-28 02:02:51,761 - mmaction - INFO - Epoch [100][160/3757] lr: 2.000e-04, eta: 0:40:47, time: 0.671, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1593, loss: 1.1593, grad_norm: 7.5088 2020-07-28 02:03:06,224 - mmaction - INFO - Epoch [100][180/3757] lr: 2.000e-04, eta: 0:40:33, time: 0.727, data_time: 0.007, memory: 7079, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2582, loss: 1.2582, grad_norm: 7.7443 2020-07-28 02:03:19,631 - mmaction - INFO - Epoch [100][200/3757] lr: 2.000e-04, eta: 0:40:20, time: 0.670, data_time: 0.004, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1494, loss: 1.1494, grad_norm: 7.6515 2020-07-28 02:03:33,173 - mmaction - INFO - Epoch [100][220/3757] lr: 2.000e-04, eta: 0:40:06, time: 0.677, data_time: 0.007, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8766, loss_cls: 1.1944, loss: 1.1944, grad_norm: 7.4789 2020-07-28 02:03:47,060 - mmaction - INFO - Epoch [100][240/3757] lr: 2.000e-04, eta: 0:39:53, time: 0.694, data_time: 0.006, memory: 7079, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.1250, loss: 1.1250, grad_norm: 7.3278 2020-07-28 02:04:01,159 - mmaction - INFO - Epoch [100][260/3757] lr: 2.000e-04, eta: 0:39:39, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2154, loss: 1.2154, grad_norm: 7.6293 2020-07-28 02:04:15,658 - mmaction - INFO - Epoch [100][280/3757] lr: 2.000e-04, eta: 0:39:25, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1345, loss: 1.1345, grad_norm: 7.4221 2020-07-28 02:04:29,601 - mmaction - INFO - Epoch [100][300/3757] lr: 2.000e-04, eta: 0:39:12, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.6588 2020-07-28 02:04:42,970 - mmaction - INFO - Epoch [100][320/3757] lr: 2.000e-04, eta: 0:38:58, time: 0.669, data_time: 0.003, memory: 7079, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1182, loss: 1.1182, grad_norm: 7.3968 2020-07-28 02:04:57,421 - mmaction - INFO - Epoch [100][340/3757] lr: 2.000e-04, eta: 0:38:45, time: 0.720, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.6382 2020-07-28 02:05:10,778 - mmaction - INFO - Epoch [100][360/3757] lr: 2.000e-04, eta: 0:38:31, time: 0.670, data_time: 0.008, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1629, loss: 1.1629, grad_norm: 7.5714 2020-07-28 02:05:24,434 - mmaction - INFO - Epoch [100][380/3757] lr: 2.000e-04, eta: 0:38:17, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.4740 2020-07-28 02:05:38,899 - mmaction - INFO - Epoch [100][400/3757] lr: 2.000e-04, eta: 0:38:04, time: 0.724, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1104, loss: 1.1104, grad_norm: 7.2486 2020-07-28 02:05:52,942 - mmaction - INFO - Epoch [100][420/3757] lr: 2.000e-04, eta: 0:37:50, time: 0.701, data_time: 0.005, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0787, loss: 1.0787, grad_norm: 7.2862 2020-07-28 02:06:06,425 - mmaction - INFO - Epoch [100][440/3757] lr: 2.000e-04, eta: 0:37:37, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1260, loss: 1.1260, grad_norm: 7.6137 2020-07-28 02:06:20,477 - mmaction - INFO - Epoch [100][460/3757] lr: 2.000e-04, eta: 0:37:23, time: 0.699, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1755, loss: 1.1755, grad_norm: 7.2385 2020-07-28 02:06:34,339 - mmaction - INFO - Epoch [100][480/3757] lr: 2.000e-04, eta: 0:37:09, time: 0.696, data_time: 0.008, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1373, loss: 1.1373, grad_norm: 7.3692 2020-07-28 02:06:47,899 - mmaction - INFO - Epoch [100][500/3757] lr: 2.000e-04, eta: 0:36:56, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.5064 2020-07-28 02:07:01,612 - mmaction - INFO - Epoch [100][520/3757] lr: 2.000e-04, eta: 0:36:42, time: 0.685, data_time: 0.004, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1396, loss: 1.1396, grad_norm: 7.4270 2020-07-28 02:07:15,093 - mmaction - INFO - Epoch [100][540/3757] lr: 2.000e-04, eta: 0:36:29, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1103, loss: 1.1103, grad_norm: 7.4013 2020-07-28 02:07:29,109 - mmaction - INFO - Epoch [100][560/3757] lr: 2.000e-04, eta: 0:36:15, time: 0.704, data_time: 0.007, memory: 7079, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2735, loss: 1.2735, grad_norm: 7.9054 2020-07-28 02:07:43,194 - mmaction - INFO - Epoch [100][580/3757] lr: 2.000e-04, eta: 0:36:01, time: 0.703, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.5192 2020-07-28 02:07:57,535 - mmaction - INFO - Epoch [100][600/3757] lr: 2.000e-04, eta: 0:35:48, time: 0.719, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1757, loss: 1.1757, grad_norm: 7.6660 2020-07-28 02:08:11,376 - mmaction - INFO - Epoch [100][620/3757] lr: 2.000e-04, eta: 0:35:34, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1735, loss: 1.1735, grad_norm: 7.5704 2020-07-28 02:08:25,285 - mmaction - INFO - Epoch [100][640/3757] lr: 2.000e-04, eta: 0:35:21, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1263, loss: 1.1263, grad_norm: 7.5439 2020-07-28 02:08:39,300 - mmaction - INFO - Epoch [100][660/3757] lr: 2.000e-04, eta: 0:35:07, time: 0.701, data_time: 0.006, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1022, loss: 1.1022, grad_norm: 7.4207 2020-07-28 02:08:53,527 - mmaction - INFO - Epoch [100][680/3757] lr: 2.000e-04, eta: 0:34:53, time: 0.712, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1485, loss: 1.1485, grad_norm: 7.5695 2020-07-28 02:09:08,100 - mmaction - INFO - Epoch [100][700/3757] lr: 2.000e-04, eta: 0:34:40, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.5407 2020-07-28 02:09:22,319 - mmaction - INFO - Epoch [100][720/3757] lr: 2.000e-04, eta: 0:34:26, time: 0.716, data_time: 0.008, memory: 7079, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0585, loss: 1.0585, grad_norm: 7.0996 2020-07-28 02:09:36,166 - mmaction - INFO - Epoch [100][740/3757] lr: 2.000e-04, eta: 0:34:12, time: 0.689, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1387, loss: 1.1387, grad_norm: 7.2577 2020-07-28 02:09:50,850 - mmaction - INFO - Epoch [100][760/3757] lr: 2.000e-04, eta: 0:33:59, time: 0.738, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1591, loss: 1.1591, grad_norm: 7.6054 2020-07-28 02:10:05,092 - mmaction - INFO - Epoch [100][780/3757] lr: 2.000e-04, eta: 0:33:45, time: 0.712, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8734, loss_cls: 1.1695, loss: 1.1695, grad_norm: 7.5828 2020-07-28 02:10:19,083 - mmaction - INFO - Epoch [100][800/3757] lr: 2.000e-04, eta: 0:33:32, time: 0.700, data_time: 0.002, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1087, loss: 1.1087, grad_norm: 7.3905 2020-07-28 02:10:33,700 - mmaction - INFO - Epoch [100][820/3757] lr: 2.000e-04, eta: 0:33:18, time: 0.729, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.2873 2020-07-28 02:10:47,975 - mmaction - INFO - Epoch [100][840/3757] lr: 2.000e-04, eta: 0:33:04, time: 0.714, data_time: 0.005, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2266, loss: 1.2266, grad_norm: 7.6306 2020-07-28 02:11:01,425 - mmaction - INFO - Epoch [100][860/3757] lr: 2.000e-04, eta: 0:32:51, time: 0.671, data_time: 0.008, memory: 7079, top1_acc: 0.7414, top5_acc: 0.8836, loss_cls: 1.0947, loss: 1.0947, grad_norm: 7.0445 2020-07-28 02:11:15,843 - mmaction - INFO - Epoch [100][880/3757] lr: 2.000e-04, eta: 0:32:37, time: 0.722, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1920, loss: 1.1920, grad_norm: 7.5647 2020-07-28 02:11:29,977 - mmaction - INFO - Epoch [100][900/3757] lr: 2.000e-04, eta: 0:32:24, time: 0.706, data_time: 0.006, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1887, loss: 1.1887, grad_norm: 7.7560 2020-07-28 02:11:44,276 - mmaction - INFO - Epoch [100][920/3757] lr: 2.000e-04, eta: 0:32:10, time: 0.717, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1391, loss: 1.1391, grad_norm: 7.6097 2020-07-28 02:11:58,659 - mmaction - INFO - Epoch [100][940/3757] lr: 2.000e-04, eta: 0:31:56, time: 0.719, data_time: 0.003, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.1829, loss: 1.1829, grad_norm: 7.6409 2020-07-28 02:12:12,442 - mmaction - INFO - Epoch [100][960/3757] lr: 2.000e-04, eta: 0:31:43, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.1994, loss: 1.1994, grad_norm: 7.6905 2020-07-28 02:12:27,977 - mmaction - INFO - Epoch [100][980/3757] lr: 2.000e-04, eta: 0:31:29, time: 0.777, data_time: 0.004, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2142, loss: 1.2142, grad_norm: 7.6567 2020-07-28 02:12:42,595 - mmaction - INFO - Epoch [100][1000/3757] lr: 2.000e-04, eta: 0:31:16, time: 0.730, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.1872, loss: 1.1872, grad_norm: 7.5070 2020-07-28 02:12:56,933 - mmaction - INFO - Epoch [100][1020/3757] lr: 2.000e-04, eta: 0:31:02, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.1760, loss: 1.1760, grad_norm: 7.6321 2020-07-28 02:13:11,540 - mmaction - INFO - Epoch [100][1040/3757] lr: 2.000e-04, eta: 0:30:48, time: 0.732, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8695, loss_cls: 1.2137, loss: 1.2137, grad_norm: 7.5430 2020-07-28 02:13:26,572 - mmaction - INFO - Epoch [100][1060/3757] lr: 2.000e-04, eta: 0:30:35, time: 0.752, data_time: 0.004, memory: 7079, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.4977 2020-07-28 02:13:41,135 - mmaction - INFO - Epoch [100][1080/3757] lr: 2.000e-04, eta: 0:30:21, time: 0.728, data_time: 0.002, memory: 7079, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.5685 2020-07-28 02:13:55,520 - mmaction - INFO - Epoch [100][1100/3757] lr: 2.000e-04, eta: 0:30:08, time: 0.717, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1300, loss: 1.1300, grad_norm: 7.3395 2020-07-28 02:14:10,259 - mmaction - INFO - Epoch [100][1120/3757] lr: 2.000e-04, eta: 0:29:54, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.7336, top5_acc: 0.8859, loss_cls: 1.1009, loss: 1.1009, grad_norm: 7.1771 2020-07-28 02:14:24,340 - mmaction - INFO - Epoch [100][1140/3757] lr: 2.000e-04, eta: 0:29:40, time: 0.703, data_time: 0.007, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1531, loss: 1.1531, grad_norm: 7.3277 2020-07-28 02:14:39,359 - mmaction - INFO - Epoch [100][1160/3757] lr: 2.000e-04, eta: 0:29:27, time: 0.752, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1349, loss: 1.1349, grad_norm: 7.3366 2020-07-28 02:14:53,615 - mmaction - INFO - Epoch [100][1180/3757] lr: 2.000e-04, eta: 0:29:13, time: 0.710, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1678, loss: 1.1678, grad_norm: 7.4300 2020-07-28 02:15:08,280 - mmaction - INFO - Epoch [100][1200/3757] lr: 2.000e-04, eta: 0:29:00, time: 0.736, data_time: 0.006, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1287, loss: 1.1287, grad_norm: 7.2722 2020-07-28 02:15:22,271 - mmaction - INFO - Epoch [100][1220/3757] lr: 2.000e-04, eta: 0:28:46, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1153, loss: 1.1153, grad_norm: 7.3509 2020-07-28 02:15:36,992 - mmaction - INFO - Epoch [100][1240/3757] lr: 2.000e-04, eta: 0:28:32, time: 0.737, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8734, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.6558 2020-07-28 02:15:52,573 - mmaction - INFO - Epoch [100][1260/3757] lr: 2.000e-04, eta: 0:28:19, time: 0.779, data_time: 0.005, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1993, loss: 1.1993, grad_norm: 7.6253 2020-07-28 02:16:06,742 - mmaction - INFO - Epoch [100][1280/3757] lr: 2.000e-04, eta: 0:28:05, time: 0.707, data_time: 0.008, memory: 7079, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1230, loss: 1.1230, grad_norm: 7.5256 2020-07-28 02:16:21,640 - mmaction - INFO - Epoch [100][1300/3757] lr: 2.000e-04, eta: 0:27:52, time: 0.747, data_time: 0.006, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8773, loss_cls: 1.1282, loss: 1.1282, grad_norm: 7.2187 2020-07-28 02:16:35,542 - mmaction - INFO - Epoch [100][1320/3757] lr: 2.000e-04, eta: 0:27:38, time: 0.691, data_time: 0.004, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1532, loss: 1.1532, grad_norm: 7.5350 2020-07-28 02:16:50,060 - mmaction - INFO - Epoch [100][1340/3757] lr: 2.000e-04, eta: 0:27:24, time: 0.730, data_time: 0.007, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1802, loss: 1.1802, grad_norm: 7.6299 2020-07-28 02:17:04,957 - mmaction - INFO - Epoch [100][1360/3757] lr: 2.000e-04, eta: 0:27:11, time: 0.745, data_time: 0.005, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.5193 2020-07-28 02:17:19,255 - mmaction - INFO - Epoch [100][1380/3757] lr: 2.000e-04, eta: 0:26:57, time: 0.714, data_time: 0.004, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.4425 2020-07-28 02:17:33,760 - mmaction - INFO - Epoch [100][1400/3757] lr: 2.000e-04, eta: 0:26:44, time: 0.723, data_time: 0.006, memory: 7079, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0484, loss: 1.0484, grad_norm: 7.4452 2020-07-28 02:17:48,613 - mmaction - INFO - Epoch [100][1420/3757] lr: 2.000e-04, eta: 0:26:30, time: 0.745, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2106, loss: 1.2106, grad_norm: 7.4552 2020-07-28 02:18:02,361 - mmaction - INFO - Epoch [100][1440/3757] lr: 2.000e-04, eta: 0:26:16, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1833, loss: 1.1833, grad_norm: 7.4593 2020-07-28 02:18:17,094 - mmaction - INFO - Epoch [100][1460/3757] lr: 2.000e-04, eta: 0:26:03, time: 0.739, data_time: 0.005, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.7226 2020-07-28 02:18:30,724 - mmaction - INFO - Epoch [100][1480/3757] lr: 2.000e-04, eta: 0:25:49, time: 0.681, data_time: 0.005, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1218, loss: 1.1218, grad_norm: 7.5225 2020-07-28 02:18:45,505 - mmaction - INFO - Epoch [100][1500/3757] lr: 2.000e-04, eta: 0:25:36, time: 0.738, data_time: 0.002, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.6149 2020-07-28 02:19:00,046 - mmaction - INFO - Epoch [100][1520/3757] lr: 2.000e-04, eta: 0:25:22, time: 0.726, data_time: 0.006, memory: 7079, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2201, loss: 1.2201, grad_norm: 7.4769 2020-07-28 02:19:14,303 - mmaction - INFO - Epoch [100][1540/3757] lr: 2.000e-04, eta: 0:25:08, time: 0.715, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1972, loss: 1.1972, grad_norm: 7.5466 2020-07-28 02:19:28,338 - mmaction - INFO - Epoch [100][1560/3757] lr: 2.000e-04, eta: 0:24:55, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.4006 2020-07-28 02:19:42,377 - mmaction - INFO - Epoch [100][1580/3757] lr: 2.000e-04, eta: 0:24:41, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1739, loss: 1.1739, grad_norm: 7.8747 2020-07-28 02:19:57,165 - mmaction - INFO - Epoch [100][1600/3757] lr: 2.000e-04, eta: 0:24:27, time: 0.740, data_time: 0.006, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1577, loss: 1.1577, grad_norm: 7.6760 2020-07-28 02:20:12,619 - mmaction - INFO - Epoch [100][1620/3757] lr: 2.000e-04, eta: 0:24:14, time: 0.773, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1487, loss: 1.1487, grad_norm: 7.5532 2020-07-28 02:20:26,605 - mmaction - INFO - Epoch [100][1640/3757] lr: 2.000e-04, eta: 0:24:00, time: 0.698, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1674, loss: 1.1674, grad_norm: 7.4503 2020-07-28 02:20:41,219 - mmaction - INFO - Epoch [100][1660/3757] lr: 2.000e-04, eta: 0:23:47, time: 0.732, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1529, loss: 1.1529, grad_norm: 7.1622 2020-07-28 02:20:55,769 - mmaction - INFO - Epoch [100][1680/3757] lr: 2.000e-04, eta: 0:23:33, time: 0.724, data_time: 0.006, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2190, loss: 1.2190, grad_norm: 7.6040 2020-07-28 02:21:10,107 - mmaction - INFO - Epoch [100][1700/3757] lr: 2.000e-04, eta: 0:23:19, time: 0.721, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1475, loss: 1.1475, grad_norm: 7.5857 2020-07-28 02:21:24,588 - mmaction - INFO - Epoch [100][1720/3757] lr: 2.000e-04, eta: 0:23:06, time: 0.721, data_time: 0.005, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1422, loss: 1.1422, grad_norm: 7.6084 2020-07-28 02:21:39,985 - mmaction - INFO - Epoch [100][1740/3757] lr: 2.000e-04, eta: 0:22:52, time: 0.772, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.1661, loss: 1.1661, grad_norm: 7.4921 2020-07-28 02:21:54,068 - mmaction - INFO - Epoch [100][1760/3757] lr: 2.000e-04, eta: 0:22:39, time: 0.702, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.5981 2020-07-28 02:22:08,623 - mmaction - INFO - Epoch [100][1780/3757] lr: 2.000e-04, eta: 0:22:25, time: 0.730, data_time: 0.006, memory: 7079, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1600, loss: 1.1600, grad_norm: 7.4580 2020-07-28 02:22:22,726 - mmaction - INFO - Epoch [100][1800/3757] lr: 2.000e-04, eta: 0:22:11, time: 0.702, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.5978 2020-07-28 02:22:37,085 - mmaction - INFO - Epoch [100][1820/3757] lr: 2.000e-04, eta: 0:21:58, time: 0.720, data_time: 0.007, memory: 7079, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.1046, loss: 1.1046, grad_norm: 7.3953 2020-07-28 02:22:51,588 - mmaction - INFO - Epoch [100][1840/3757] lr: 2.000e-04, eta: 0:21:44, time: 0.723, data_time: 0.008, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2398, loss: 1.2398, grad_norm: 7.9064 2020-07-28 02:23:05,395 - mmaction - INFO - Epoch [100][1860/3757] lr: 2.000e-04, eta: 0:21:31, time: 0.692, data_time: 0.007, memory: 7079, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1901, loss: 1.1901, grad_norm: 7.4790 2020-07-28 02:23:20,146 - mmaction - INFO - Epoch [100][1880/3757] lr: 2.000e-04, eta: 0:21:17, time: 0.735, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.4006 2020-07-28 02:23:34,054 - mmaction - INFO - Epoch [100][1900/3757] lr: 2.000e-04, eta: 0:21:03, time: 0.699, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1616, loss: 1.1616, grad_norm: 7.5141 2020-07-28 02:23:48,188 - mmaction - INFO - Epoch [100][1920/3757] lr: 2.000e-04, eta: 0:20:50, time: 0.706, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1804, loss: 1.1804, grad_norm: 7.7127 2020-07-28 02:24:03,099 - mmaction - INFO - Epoch [100][1940/3757] lr: 2.000e-04, eta: 0:20:36, time: 0.745, data_time: 0.004, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.1808, loss: 1.1808, grad_norm: 7.6480 2020-07-28 02:24:18,236 - mmaction - INFO - Epoch [100][1960/3757] lr: 2.000e-04, eta: 0:20:23, time: 0.755, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1354, loss: 1.1354, grad_norm: 7.3927 2020-07-28 02:24:32,498 - mmaction - INFO - Epoch [100][1980/3757] lr: 2.000e-04, eta: 0:20:09, time: 0.716, data_time: 0.006, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8758, loss_cls: 1.1249, loss: 1.1249, grad_norm: 7.3194 2020-07-28 02:24:47,500 - mmaction - INFO - Epoch [100][2000/3757] lr: 2.000e-04, eta: 0:19:55, time: 0.748, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1972, loss: 1.1972, grad_norm: 7.6327 2020-07-28 02:25:00,946 - mmaction - INFO - Epoch [100][2020/3757] lr: 2.000e-04, eta: 0:19:42, time: 0.674, data_time: 0.005, memory: 7079, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1839, loss: 1.1839, grad_norm: 7.4781 2020-07-28 02:25:15,037 - mmaction - INFO - Epoch [100][2040/3757] lr: 2.000e-04, eta: 0:19:28, time: 0.704, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.6577 2020-07-28 02:25:28,664 - mmaction - INFO - Epoch [100][2060/3757] lr: 2.000e-04, eta: 0:19:15, time: 0.681, data_time: 0.004, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.8330 2020-07-28 02:25:42,480 - mmaction - INFO - Epoch [100][2080/3757] lr: 2.000e-04, eta: 0:19:01, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1797, loss: 1.1797, grad_norm: 7.6556 2020-07-28 02:25:56,119 - mmaction - INFO - Epoch [100][2100/3757] lr: 2.000e-04, eta: 0:18:47, time: 0.684, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1465, loss: 1.1465, grad_norm: 7.5186 2020-07-28 02:26:09,933 - mmaction - INFO - Epoch [100][2120/3757] lr: 2.000e-04, eta: 0:18:34, time: 0.689, data_time: 0.005, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2059, loss: 1.2059, grad_norm: 7.5924 2020-07-28 02:26:23,598 - mmaction - INFO - Epoch [100][2140/3757] lr: 2.000e-04, eta: 0:18:20, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.1997, loss: 1.1997, grad_norm: 7.5641 2020-07-28 02:26:37,592 - mmaction - INFO - Epoch [100][2160/3757] lr: 2.000e-04, eta: 0:18:06, time: 0.698, data_time: 0.005, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1346, loss: 1.1346, grad_norm: 7.4409 2020-07-28 02:26:51,275 - mmaction - INFO - Epoch [100][2180/3757] lr: 2.000e-04, eta: 0:17:53, time: 0.685, data_time: 0.006, memory: 7079, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.0971, loss: 1.0971, grad_norm: 7.3827 2020-07-28 02:27:04,756 - mmaction - INFO - Epoch [100][2200/3757] lr: 2.000e-04, eta: 0:17:39, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2218, loss: 1.2218, grad_norm: 7.7695 2020-07-28 02:27:20,301 - mmaction - INFO - Epoch [100][2220/3757] lr: 2.000e-04, eta: 0:17:26, time: 0.777, data_time: 0.004, memory: 7079, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.6621 2020-07-28 02:27:33,593 - mmaction - INFO - Epoch [100][2240/3757] lr: 2.000e-04, eta: 0:17:12, time: 0.663, data_time: 0.007, memory: 7079, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.1095, loss: 1.1095, grad_norm: 7.3191 2020-07-28 02:27:47,323 - mmaction - INFO - Epoch [100][2260/3757] lr: 2.000e-04, eta: 0:16:58, time: 0.689, data_time: 0.006, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.9387 2020-07-28 02:28:00,901 - mmaction - INFO - Epoch [100][2280/3757] lr: 2.000e-04, eta: 0:16:45, time: 0.677, data_time: 0.006, memory: 7079, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1219, loss: 1.1219, grad_norm: 7.3871 2020-07-28 02:28:14,956 - mmaction - INFO - Epoch [100][2300/3757] lr: 2.000e-04, eta: 0:16:31, time: 0.705, data_time: 0.005, memory: 7079, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1896, loss: 1.1896, grad_norm: 7.5613 2020-07-28 02:28:28,558 - mmaction - INFO - Epoch [100][2320/3757] lr: 2.000e-04, eta: 0:16:18, time: 0.680, data_time: 0.005, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.5820 2020-07-28 02:28:42,542 - mmaction - INFO - Epoch [100][2340/3757] lr: 2.000e-04, eta: 0:16:04, time: 0.699, data_time: 0.003, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.5798 2020-07-28 02:28:57,214 - mmaction - INFO - Epoch [100][2360/3757] lr: 2.000e-04, eta: 0:15:50, time: 0.730, data_time: 0.004, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.7331 2020-07-28 02:29:10,098 - mmaction - INFO - Epoch [100][2380/3757] lr: 2.000e-04, eta: 0:15:37, time: 0.648, data_time: 0.007, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1197, loss: 1.1197, grad_norm: 7.3332 2020-07-28 02:29:24,299 - mmaction - INFO - Epoch [100][2400/3757] lr: 2.000e-04, eta: 0:15:23, time: 0.707, data_time: 0.006, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.2962 2020-07-28 02:29:38,553 - mmaction - INFO - Epoch [100][2420/3757] lr: 2.000e-04, eta: 0:15:10, time: 0.714, data_time: 0.007, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1463, loss: 1.1463, grad_norm: 7.3503 2020-07-28 02:29:52,515 - mmaction - INFO - Epoch [100][2440/3757] lr: 2.000e-04, eta: 0:14:56, time: 0.697, data_time: 0.007, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.8194 2020-07-28 02:30:06,483 - mmaction - INFO - Epoch [100][2460/3757] lr: 2.000e-04, eta: 0:14:42, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1290, loss: 1.1290, grad_norm: 7.3699 2020-07-28 02:30:19,945 - mmaction - INFO - Epoch [100][2480/3757] lr: 2.000e-04, eta: 0:14:29, time: 0.673, data_time: 0.002, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0892, loss: 1.0892, grad_norm: 7.3580 2020-07-28 02:30:33,900 - mmaction - INFO - Epoch [100][2500/3757] lr: 2.000e-04, eta: 0:14:15, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1557, loss: 1.1557, grad_norm: 7.5927 2020-07-28 02:30:47,217 - mmaction - INFO - Epoch [100][2520/3757] lr: 2.000e-04, eta: 0:14:01, time: 0.668, data_time: 0.006, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1865, loss: 1.1865, grad_norm: 7.6222 2020-07-28 02:31:00,969 - mmaction - INFO - Epoch [100][2540/3757] lr: 2.000e-04, eta: 0:13:48, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1929, loss: 1.1929, grad_norm: 7.6163 2020-07-28 02:31:14,843 - mmaction - INFO - Epoch [100][2560/3757] lr: 2.000e-04, eta: 0:13:34, time: 0.695, data_time: 0.005, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1493, loss: 1.1493, grad_norm: 7.4860 2020-07-28 02:31:28,877 - mmaction - INFO - Epoch [100][2580/3757] lr: 2.000e-04, eta: 0:13:21, time: 0.698, data_time: 0.007, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.4574 2020-07-28 02:31:42,405 - mmaction - INFO - Epoch [100][2600/3757] lr: 2.000e-04, eta: 0:13:07, time: 0.680, data_time: 0.007, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.3060 2020-07-28 02:31:55,909 - mmaction - INFO - Epoch [100][2620/3757] lr: 2.000e-04, eta: 0:12:53, time: 0.671, data_time: 0.007, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.4965 2020-07-28 02:32:11,050 - mmaction - INFO - Epoch [100][2640/3757] lr: 2.000e-04, eta: 0:12:40, time: 0.762, data_time: 0.008, memory: 7079, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1502, loss: 1.1502, grad_norm: 7.4754 2020-07-28 02:32:24,567 - mmaction - INFO - Epoch [100][2660/3757] lr: 2.000e-04, eta: 0:12:26, time: 0.677, data_time: 0.003, memory: 7079, top1_acc: 0.7039, top5_acc: 0.8617, loss_cls: 1.2223, loss: 1.2223, grad_norm: 7.7833 2020-07-28 02:32:38,651 - mmaction - INFO - Epoch [100][2680/3757] lr: 2.000e-04, eta: 0:12:13, time: 0.700, data_time: 0.005, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2553, loss: 1.2553, grad_norm: 7.9862 2020-07-28 02:32:53,540 - mmaction - INFO - Epoch [100][2700/3757] lr: 2.000e-04, eta: 0:11:59, time: 0.749, data_time: 0.007, memory: 7079, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0637, loss: 1.0637, grad_norm: 7.4185 2020-07-28 02:33:07,085 - mmaction - INFO - Epoch [100][2720/3757] lr: 2.000e-04, eta: 0:11:45, time: 0.675, data_time: 0.004, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.4810 2020-07-28 02:33:21,655 - mmaction - INFO - Epoch [100][2740/3757] lr: 2.000e-04, eta: 0:11:32, time: 0.731, data_time: 0.006, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1341, loss: 1.1341, grad_norm: 7.5869 2020-07-28 02:33:35,209 - mmaction - INFO - Epoch [100][2760/3757] lr: 2.000e-04, eta: 0:11:18, time: 0.676, data_time: 0.006, memory: 7079, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1836, loss: 1.1836, grad_norm: 7.5294 2020-07-28 02:33:48,940 - mmaction - INFO - Epoch [100][2780/3757] lr: 2.000e-04, eta: 0:11:04, time: 0.688, data_time: 0.008, memory: 7079, top1_acc: 0.7180, top5_acc: 0.8750, loss_cls: 1.1763, loss: 1.1763, grad_norm: 7.5585 2020-07-28 02:34:03,218 - mmaction - INFO - Epoch [100][2800/3757] lr: 2.000e-04, eta: 0:10:51, time: 0.714, data_time: 0.006, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1760, loss: 1.1760, grad_norm: 7.4063 2020-07-28 02:34:16,058 - mmaction - INFO - Epoch [100][2820/3757] lr: 2.000e-04, eta: 0:10:37, time: 0.642, data_time: 0.003, memory: 7079, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1887, loss: 1.1887, grad_norm: 7.5811 2020-07-28 02:34:29,950 - mmaction - INFO - Epoch [100][2840/3757] lr: 2.000e-04, eta: 0:10:24, time: 0.693, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1957, loss: 1.1957, grad_norm: 7.5215 2020-07-28 02:34:43,419 - mmaction - INFO - Epoch [100][2860/3757] lr: 2.000e-04, eta: 0:10:10, time: 0.675, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1315, loss: 1.1315, grad_norm: 7.4840 2020-07-28 02:34:57,346 - mmaction - INFO - Epoch [100][2880/3757] lr: 2.000e-04, eta: 0:09:56, time: 0.695, data_time: 0.007, memory: 7079, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2808, loss: 1.2808, grad_norm: 7.5878 2020-07-28 02:35:10,438 - mmaction - INFO - Epoch [100][2900/3757] lr: 2.000e-04, eta: 0:09:43, time: 0.656, data_time: 0.005, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1495, loss: 1.1495, grad_norm: 7.4715 2020-07-28 02:35:24,563 - mmaction - INFO - Epoch [100][2920/3757] lr: 2.000e-04, eta: 0:09:29, time: 0.700, data_time: 0.006, memory: 7079, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2516, loss: 1.2516, grad_norm: 7.5025 2020-07-28 02:35:38,120 - mmaction - INFO - Epoch [100][2940/3757] lr: 2.000e-04, eta: 0:09:16, time: 0.684, data_time: 0.009, memory: 7079, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.1256, loss: 1.1256, grad_norm: 7.4490 2020-07-28 02:35:51,256 - mmaction - INFO - Epoch [100][2960/3757] lr: 2.000e-04, eta: 0:09:02, time: 0.655, data_time: 0.006, memory: 7079, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1679, loss: 1.1679, grad_norm: 7.6727 2020-07-28 02:36:04,958 - mmaction - INFO - Epoch [100][2980/3757] lr: 2.000e-04, eta: 0:08:48, time: 0.686, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2620, loss: 1.2620, grad_norm: 7.7500 2020-07-28 02:36:18,103 - mmaction - INFO - Epoch [100][3000/3757] lr: 2.000e-04, eta: 0:08:35, time: 0.656, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1724, loss: 1.1724, grad_norm: 7.6488 2020-07-28 02:36:31,789 - mmaction - INFO - Epoch [100][3020/3757] lr: 2.000e-04, eta: 0:08:21, time: 0.686, data_time: 0.006, memory: 7079, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1077, loss: 1.1077, grad_norm: 7.3999 2020-07-28 02:36:45,131 - mmaction - INFO - Epoch [100][3040/3757] lr: 2.000e-04, eta: 0:08:08, time: 0.664, data_time: 0.005, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.5529 2020-07-28 02:36:58,927 - mmaction - INFO - Epoch [100][3060/3757] lr: 2.000e-04, eta: 0:07:54, time: 0.693, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1807, loss: 1.1807, grad_norm: 7.5873 2020-07-28 02:37:12,661 - mmaction - INFO - Epoch [100][3080/3757] lr: 2.000e-04, eta: 0:07:40, time: 0.685, data_time: 0.007, memory: 7079, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.5125 2020-07-28 02:37:26,289 - mmaction - INFO - Epoch [100][3100/3757] lr: 2.000e-04, eta: 0:07:27, time: 0.683, data_time: 0.007, memory: 7079, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2080, loss: 1.2080, grad_norm: 7.8569 2020-07-28 02:37:39,408 - mmaction - INFO - Epoch [100][3120/3757] lr: 2.000e-04, eta: 0:07:13, time: 0.657, data_time: 0.007, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.6536 2020-07-28 02:37:53,143 - mmaction - INFO - Epoch [100][3140/3757] lr: 2.000e-04, eta: 0:06:59, time: 0.687, data_time: 0.002, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1390, loss: 1.1390, grad_norm: 7.2770 2020-07-28 02:38:06,118 - mmaction - INFO - Epoch [100][3160/3757] lr: 2.000e-04, eta: 0:06:46, time: 0.645, data_time: 0.004, memory: 7079, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.6796 2020-07-28 02:38:19,368 - mmaction - INFO - Epoch [100][3180/3757] lr: 2.000e-04, eta: 0:06:32, time: 0.666, data_time: 0.007, memory: 7079, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.7046 2020-07-28 02:38:33,172 - mmaction - INFO - Epoch [100][3200/3757] lr: 2.000e-04, eta: 0:06:19, time: 0.688, data_time: 0.006, memory: 7079, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.0829, loss: 1.0829, grad_norm: 7.1807 2020-07-28 02:38:46,688 - mmaction - INFO - Epoch [100][3220/3757] lr: 2.000e-04, eta: 0:06:05, time: 0.677, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1862, loss: 1.1862, grad_norm: 7.4813 2020-07-28 02:39:00,545 - mmaction - INFO - Epoch [100][3240/3757] lr: 2.000e-04, eta: 0:05:51, time: 0.690, data_time: 0.006, memory: 7079, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2102, loss: 1.2102, grad_norm: 7.6120 2020-07-28 02:39:13,495 - mmaction - INFO - Epoch [100][3260/3757] lr: 2.000e-04, eta: 0:05:38, time: 0.650, data_time: 0.006, memory: 7079, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1635, loss: 1.1635, grad_norm: 7.3174 2020-07-28 02:39:26,540 - mmaction - INFO - Epoch [100][3280/3757] lr: 2.000e-04, eta: 0:05:24, time: 0.649, data_time: 0.006, memory: 7079, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2085, loss: 1.2085, grad_norm: 7.7155 2020-07-28 02:39:40,270 - mmaction - INFO - Epoch [100][3300/3757] lr: 2.000e-04, eta: 0:05:11, time: 0.690, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1614, loss: 1.1614, grad_norm: 7.7062 2020-07-28 02:39:53,428 - mmaction - INFO - Epoch [100][3320/3757] lr: 2.000e-04, eta: 0:04:57, time: 0.658, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.5623 2020-07-28 02:40:06,863 - mmaction - INFO - Epoch [100][3340/3757] lr: 2.000e-04, eta: 0:04:43, time: 0.671, data_time: 0.004, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.6334 2020-07-28 02:40:20,480 - mmaction - INFO - Epoch [100][3360/3757] lr: 2.000e-04, eta: 0:04:30, time: 0.679, data_time: 0.005, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1398, loss: 1.1398, grad_norm: 7.4310 2020-07-28 02:40:33,290 - mmaction - INFO - Epoch [100][3380/3757] lr: 2.000e-04, eta: 0:04:16, time: 0.642, data_time: 0.006, memory: 7079, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.5480 2020-07-28 02:40:46,484 - mmaction - INFO - Epoch [100][3400/3757] lr: 2.000e-04, eta: 0:04:02, time: 0.658, data_time: 0.007, memory: 7079, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1186, loss: 1.1186, grad_norm: 7.4608 2020-07-28 02:41:00,522 - mmaction - INFO - Epoch [100][3420/3757] lr: 2.000e-04, eta: 0:03:49, time: 0.704, data_time: 0.006, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8656, loss_cls: 1.1825, loss: 1.1825, grad_norm: 7.4230 2020-07-28 02:41:13,489 - mmaction - INFO - Epoch [100][3440/3757] lr: 2.000e-04, eta: 0:03:35, time: 0.645, data_time: 0.005, memory: 7079, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1295, loss: 1.1295, grad_norm: 7.5291 2020-07-28 02:41:27,073 - mmaction - INFO - Epoch [100][3460/3757] lr: 2.000e-04, eta: 0:03:22, time: 0.682, data_time: 0.007, memory: 7079, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0973, loss: 1.0973, grad_norm: 7.5572 2020-07-28 02:41:40,341 - mmaction - INFO - Epoch [100][3480/3757] lr: 2.000e-04, eta: 0:03:08, time: 0.660, data_time: 0.006, memory: 7079, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.6325 2020-07-28 02:41:54,409 - mmaction - INFO - Epoch [100][3500/3757] lr: 2.000e-04, eta: 0:02:54, time: 0.707, data_time: 0.007, memory: 7079, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.8682 2020-07-28 02:42:07,527 - mmaction - INFO - Epoch [100][3520/3757] lr: 2.000e-04, eta: 0:02:41, time: 0.652, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.7522 2020-07-28 02:42:20,693 - mmaction - INFO - Epoch [100][3540/3757] lr: 2.000e-04, eta: 0:02:27, time: 0.661, data_time: 0.008, memory: 7079, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1773, loss: 1.1773, grad_norm: 7.8030 2020-07-28 02:42:34,265 - mmaction - INFO - Epoch [100][3560/3757] lr: 2.000e-04, eta: 0:02:14, time: 0.679, data_time: 0.003, memory: 7079, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1491, loss: 1.1491, grad_norm: 7.1200 2020-07-28 02:42:48,087 - mmaction - INFO - Epoch [100][3580/3757] lr: 2.000e-04, eta: 0:02:00, time: 0.691, data_time: 0.005, memory: 7079, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1432, loss: 1.1432, grad_norm: 7.5830 2020-07-28 02:43:01,413 - mmaction - INFO - Epoch [100][3600/3757] lr: 2.000e-04, eta: 0:01:46, time: 0.666, data_time: 0.006, memory: 7079, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2306, loss: 1.2306, grad_norm: 7.5931 2020-07-28 02:43:15,307 - mmaction - INFO - Epoch [100][3620/3757] lr: 2.000e-04, eta: 0:01:33, time: 0.696, data_time: 0.003, memory: 7079, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1555, loss: 1.1555, grad_norm: 7.4858 2020-07-28 02:43:28,857 - mmaction - INFO - Epoch [100][3640/3757] lr: 2.000e-04, eta: 0:01:19, time: 0.677, data_time: 0.004, memory: 7079, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0918, loss: 1.0918, grad_norm: 7.4882 2020-07-28 02:43:42,089 - mmaction - INFO - Epoch [100][3660/3757] lr: 2.000e-04, eta: 0:01:06, time: 0.661, data_time: 0.004, memory: 7079, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.6194 2020-07-28 02:43:55,923 - mmaction - INFO - Epoch [100][3680/3757] lr: 2.000e-04, eta: 0:00:52, time: 0.690, data_time: 0.005, memory: 7079, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1220, loss: 1.1220, grad_norm: 7.3867 2020-07-28 02:44:08,863 - mmaction - INFO - Epoch [100][3700/3757] lr: 2.000e-04, eta: 0:00:38, time: 0.649, data_time: 0.007, memory: 7079, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1582, loss: 1.1582, grad_norm: 7.6539 2020-07-28 02:44:22,553 - mmaction - INFO - Epoch [100][3720/3757] lr: 2.000e-04, eta: 0:00:25, time: 0.681, data_time: 0.006, memory: 7079, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1196, loss: 1.1196, grad_norm: 7.4723 2020-07-28 02:44:35,814 - mmaction - INFO - Epoch [100][3740/3757] lr: 2.000e-04, eta: 0:00:11, time: 0.667, data_time: 0.008, memory: 7079, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1709, loss: 1.1709, grad_norm: 7.3721 2020-07-28 02:44:47,573 - mmaction - INFO - Saving checkpoint at 100 epochs